Tenure,PhoneService,MultipleLines,InternetSpeed,SupportEligibility,Contract,MonthlyStreamingTime,PremiumHDStreaming,prediction_id,prediction_label,prediction_score,actual_score,actual_label,shap/Tenure,shap/PhoneService,shap/MultipleLines,shap/InternetSpeed,shap/SupportEligibility,shap/Contract,shap/MonthlyStreamingTime,shap/PremiumHDStreaming,Gender,Age,Dependents,Partner,EmploymentStatus,LocationCode,Education,timestamp
3,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Active,d34c1b12-f99c-43cd-a1a3-f6a6adce4a5f,no_churn,0.35965398,0,no_churn,0.0704563579499881,-0.0126183892252083,-0.0642939789734737,-0.094242911684505,-0.0955626872383163,0.0553132912597266,-0.0011008922935434,0.0095142867103095,Female,72,No,Yes,Unemployed,Urban,High School or Below,1670824800
65,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,eea806c1-d3fb-42f6-9651-803db96acc07,no_churn,0.023227612,0,no_churn,-0.102586068165178,-0.0060267024650238,0.0174350390970357,-0.0106004599579864,-0.0719231669078635,0.0430421993733125,-0.030665446200528,0.0422984524767162,Female,21,No,Yes,Employed,Suburban,Bachelor,1670824800
47,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,f9d77fc9-79b4-4bde-b487-73aa1b0af053,no_churn,0.018514104,0,no_churn,-0.0692252663271574,-0.0029311336925093,0.0090884450346493,-0.0489663893242868,-0.0407024391980121,-0.154360105525157,0.0135638695178749,0.024506867399923,Female,49,No,Yes,Retired,Suburban,High School or Below,1670824800
68,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,38a3c8a8-da2b-4afb-bd58-941a7de914cd,no_churn,0.01402738,0,no_churn,-0.0477768257581465,0.0913807709984576,0.0470368070085896,0.0077875278230294,0.034012718085687,0.113881508561408,0.0234858022123353,0.0011655466867159,Female,46,No,No,Unemployed,Urban,High School or Below,1670824800
4,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,246d6b84-c83c-459c-879d-3f1831acb631,no_churn,0.29838228,0,no_churn,0.0984783281259478,-2.54024275636766e-05,0.0424189968943392,-0.0202710749922152,-0.133821537126896,0.0936040200567549,0.0181722021152745,0.0740849840753799,Male,51,No,No,Employed,Suburban,College,1670824800
72,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,00ba607d-36b8-4a26-ba16-ee9bae8ec67f,no_churn,0.017010072,0,no_churn,-0.0912177563772456,-0.0038812265070009,0.0095089991606164,-0.0430636026810952,-0.0155388340930858,-0.175716339369319,0.0220519282530494,0.0288306800459395,Female,55,No,Yes,Medical Leave,Suburban,Bachelor,1670824800
6,No,No phone service,High Speed,Expired,Two year,<80hrs,Active,117070f6-e4d7-4838-8da3-39c48ac13c16,churn,0.01743809,0,no_churn,-0.0172805168172817,-0.0110581271643013,-0.014315608701163,-0.0605482796972864,-0.0242041748746805,-0.162504271573562,0.0193047948073535,0.0215800314169837,Female,76,No,No,Employed,Rural,High School or Below,1670824800
46,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,aa58057c-1ab5-474c-8dfe-86b5aced3f03,churn,0.017299948,0,no_churn,-0.148473110088744,-0.0076925989615847,-0.029676466002129,-0.0264442830720508,-0.0871174385727499,0.0222223340161508,-0.0009777685478547,0.0291331797910606,Male,30,No,Yes,Employed,Suburban,College,1670824800
67,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,26d37500-703b-4fe1-bec7-cec0e19deed3,no_churn,0.01117977,0,no_churn,-0.108334073626211,-0.0133407130235355,-0.0538926039915895,-0.038933853873641,-0.0892186659503749,0.0278814565408538,0.0179760606618037,0.0288362415620758,Male,65,No,No,Unemployed,Suburban,High School or Below,1670824800
54,No,No phone service,Medium Speed,Expired,One year,<80hrs,Active,bca299e8-b8e3-4285-a71d-f8c81c308211,no_churn,0.06237275,0,no_churn,-0.0363578444070913,0.0366461732608786,0.0093350744046074,-0.0246282841354695,-0.0637874277982791,-0.0483149896178292,0.0651762191458783,0.0429049290282,Male,60,Yes,No,Employed,Rural,High School or Below,1670824800
42,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,0a54c003-7e23-4cf9-a89b-24c79e022f01,no_churn,0.027957741,0,no_churn,-0.0957739396964098,-0.0062173188682936,0.0463674441212697,-0.0803758530379855,-0.0039592716940205,0.0604964755803939,-0.0142644790900885,0.0407007913613233,Male,39,Yes,Yes,Employed,Suburban,College,1670824800
63,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,0c7cff3c-aaa2-4125-ae3a-f4c6d01a89e9,no_churn,0.078103825,0,no_churn,-0.181877415980634,-0.0127265161678769,0.0215068727096968,-0.0642335212952457,-0.0667185565616091,0.040587880193625,0.024212423242825,0.0302226835698638,Female,33,No,Yes,Employed,Suburban,Bachelor,1670824800
8,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,56c32abd-15c3-4550-98c6-57d9dd0215f3,no_churn,0.21765836,0,no_churn,0.147006954281997,-0.001388344792067,0.0024534320790007,0.0334625645137202,0.192054035333076,0.120122902973908,0.0840955408788249,0.0931667685943466,Male,50,Yes,No,Employed,Rural,High School or Below,1670824800
65,Yes,No,High Speed,Expired,Two year,100hrs+,Active,583c1d19-fce3-4499-a193-13cdc67af135,no_churn,0.029972484,1,churn,-0.0035453770915592,-0.0006903004611012,-0.0067073614625769,0.0072830625664391,-0.0683770963679671,-0.0780287855481583,0.0534667979123514,0.0475729111669534,Female,62,No,No,Unemployed,Suburban,High School or Below,1670824800
64,No,No phone service,Low Speed,Phone_Support,Two year,<80hrs,Active,febe04d5-29c9-4df4-b32c-520300043d6a,no_churn,0.13598026,0,no_churn,-0.104496293816801,-0.0047386759517849,0.0052674031232618,0.0161464726119538,0.0327943351302019,-0.160784500876453,0.0472915048087452,0.0394936034031525,Female,36,No,No,Unemployed,Suburban,College,1670824800
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,7127ea2c-eb4f-4b9e-9e90-d817eec327c3,churn,0.20565183,0,no_churn,0.0620135616856805,-0.0040632019055919,-0.05298612666802,-0.0466205174573224,-0.138665238025114,0.0694972067160233,0.0215866930238007,0.0602114707193504,Male,23,No,Yes,Employed,Urban,High School or Below,1670824800
66,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,f9c3c5d0-3331-4b34-b513-e000a2ac44cd,no_churn,0.0243163279999999,0,no_churn,-0.124951189367166,0.0668473034409544,0.0253778651924858,-0.0971473479175256,0.0133878696562715,0.0681453699497978,0.0130340955379779,-0.0237201182641547,Female,70,No,Yes,Employed,Suburban,Master,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,e77582ec-06ff-40b8-a65f-b8dce398fdf6,churn,0.5766852,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,79,No,No,Unemployed,Suburban,College,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,91268f5a-335b-4a07-84e3-682387d2f976,churn,0.0050112475,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Male,38,No,No,Unemployed,Rural,College,1670824800
2,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,9c1299be-3111-4635-9295-38384779a7aa,no_churn,0.60243183,1,churn,0.206350607529021,0.078453029015609,0.0074580326403611,-0.0115429856284345,-0.0124097515172888,0.15106341446065,-0.0151568006948491,-0.0096781943498081,Female,37,No,Yes,Medical Leave,Urban,College,1670824800
31,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,4c8907fb-a3b8-4de1-a1f9-fff55ed7de4e,no_churn,0.1579332,0,no_churn,-0.0507171071122229,-0.011078900387838,-0.0722868607072268,-0.0585644408100415,-0.0734786391916532,0.054295413458658,0.0066052333196512,-0.0238008497190639,Male,36,Yes,Yes,Retired,Suburban,Bachelor,1670824800
29,No,No phone service,Low Speed,Expired,Month-to-month,0hrs,Disabled,a342e9c6-d416-4ab3-8f52-ad00663851af,no_churn,0.1790615,0,no_churn,-0.106100558058433,0.0566226591881604,0.0170101052143218,-0.11399153087782,-0.0972943372784811,0.0610750713535344,-0.0261533712322034,-0.0346941897394208,Male,72,No,Yes,Employed,Urban,High School or Below,1670824800
10,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,b97dea32-dc4b-47ea-818a-3bdb9aa5aedf,no_churn,0.2560203,0,no_churn,0.0652660127989474,0.108748022852778,0.0421255012651226,-0.123830237692191,-0.0086873878963797,0.100409724771971,8.14410882230732e-05,-0.0031392240530112,Female,47,Yes,No,Employed,Suburban,High School or Below,1670824800
67,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,dc2b1179-31fe-459e-91d3-ae4be2584aee,no_churn,0.014644376,0,no_churn,-0.124298369035714,-0.0153872589776074,0.0139063620397973,-0.0660192583747448,-0.0373152134569136,0.0339926003409345,0.0316108456463371,-0.0305158595852299,Female,30,Yes,No,Disabled,Suburban,High School or Below,1670824800
68,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,26f795d7-1c66-4822-9aac-9d96c46641d4,no_churn,0.010468489,0,no_churn,-0.0275567860303454,0.163607078163568,0.0683647222718354,0.0352503693689232,0.122726599294947,0.134243994182607,-0.0010445685727518,-0.0046175580482395,Male,46,No,Yes,Unemployed,Urban,High School or Below,1670824800
62,No,No phone service,Low Speed,Expired,Two year,<80hrs,Disabled,a32c622b-1f4f-482c-8334-4f0528246f08,no_churn,0.009164239,0,no_churn,-0.0847986999847307,0.0217051330547565,0.0030281367871657,-0.041648763181156,-0.0130155662439665,-0.156891076061941,0.0173867193108617,-0.0147920361199066,Female,24,Yes,Yes,Unemployed,Suburban,High School or Below,1670824800
54,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,aa0cbd16-d268-450b-bea8-b4bc787f83d0,no_churn,0.0176545569999999,0,no_churn,-0.110410775602013,-0.0146375962639285,0.0327302958338441,-0.0334762432905154,-0.068129017737865,0.0280050781145473,0.0316154997518788,-0.0263900578419088,Male,64,Yes,No,Unemployed,Suburban,College,1670824800
33,No,No phone service,High Speed,Expired,One year,<80hrs,Disabled,d547d725-650c-4453-a36d-1173d5e45425,no_churn,0.03473556,0,no_churn,-0.0884415709783161,-0.0053572502934639,-0.0057159806881259,-0.0550394344466258,-0.0292715914072186,-0.0752019184276696,0.0204540288916223,-0.0204524355624516,Female,31,No,Yes,Employed,Suburban,High School or Below,1670824800
16,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,76469eb5-8ba6-46a2-9e0c-ea9c6d644058,no_churn,0.35879147,1,churn,0.175774419955551,0.00101660434113,0.0281120227839528,-0.061279289100712,0.0730431331176078,0.115083564847919,-0.008873519204626,-0.0071649821927076,Female,31,Yes,No,Retired,Rural,Bachelor,1670824800
16,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,eca2cb45-046e-4fbd-9aa1-e36145a97443,no_churn,0.20555744,0,no_churn,0.109763647354225,-0.000387801647862,0.0106174204081798,-0.0215144131850684,0.0569046556103467,0.109480228753728,0.0920585276474639,-0.0497579350234673,Female,47,No,Yes,Employed,Suburban,College,1670824800
45,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,d6a813c0-6274-4c6a-a8a8-716fdbbea72a,no_churn,0.08278838,0,no_churn,-0.177018457773629,-0.0073426592269606,0.0168151590585694,-0.0448140218410299,-0.0568817753595249,0.0336109886801568,-0.0043790530687147,-0.0190163319709972,Female,72,Yes,Yes,Employed,Rural,College,1670824800
4,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,e2cd33a2-7085-42f1-83bc-24fc554e6a04,no_churn,0.34114844,0,no_churn,0.25844847787439,0.0039276897648232,0.0449572567463292,0.095801911565286,0.0754075973788803,0.132315733890846,0.0237607439867679,-0.0111455521606694,Male,65,Yes,No,Retired,Suburban,Bachelor,1670824800
50,No,No phone service,Medium Speed,Expired,One year,<80hrs,Disabled,eb8755f9-97fa-4386-81d3-7a6e6fd31746,no_churn,0.04060747,0,no_churn,-0.0469548027647351,0.0371995385414084,0.0149906991875241,-0.0093041361727682,-0.0245660502538521,-0.0729853362504877,0.0532847875824245,-0.0306908490398927,Female,53,No,Yes,Employed,Suburban,Bachelor,1670824800
72,Yes,Yes,Low Speed,Expired,Two year,0hrs,Disabled,a15dcd49-4dd2-4d63-ba7c-e6f11a198d89,no_churn,0.004808609,0,no_churn,-0.0910378620772553,-0.0040528575196367,-0.0002118211574679,-0.0325422088188543,-0.0003405864962405,-0.108142514062238,-0.0112313058748986,-0.0214669969391252,Male,60,Yes,Yes,Employed,Suburban,College,1670824800
47,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,a09af488-1ba0-4ff4-9e6c-8518d68e2b98,no_churn,0.047718618,0,no_churn,-0.094392721370441,-0.0193544094807293,-0.0370007470306154,-0.0872623944224142,-0.0180767059217942,0.0255301964057434,-0.0178375080172918,-0.0206318621868376,Male,71,No,No,Employed,Suburban,College,1670824800
34,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,2a63935e-1933-42d3-8d7c-a1165e1abafd,no_churn,0.059402958,0,no_churn,-0.0534152783154422,-0.0054146818048684,-0.0748156406571251,-0.0730064905664312,-0.0566504402344071,0.0420098525776666,0.0214091564434056,-0.0191426298109854,Female,55,Yes,No,Employed,Rural,College,1670824800
72,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,b33e2656-0d83-441a-a79a-5abbfbc6f66d,no_churn,0.0019187479,0,no_churn,-0.0907681456706973,-0.0050762043836607,0.0016607445071826,-0.0266212807352008,-0.0064086965566411,-0.115017533493838,-0.0100282397656201,-0.0167667976579878,Female,58,Yes,Yes,Medical Leave,Suburban,High School or Below,1670824800
5,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,da31e4e0-a239-49be-bd9c-205d3fc1078d,no_churn,0.31115922,0,no_churn,0.136630238368189,-0.0017913823664639,-0.0220535905808083,-0.0028403366082329,0.0461170060471522,0.0924032215924035,0.0728884838403701,-0.0408365968215366,Male,24,No,No,Employed,Suburban,Bachelor,1670824800
53,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,07238d73-caf4-4bbb-a30c-f0fbdf5bcb2b,no_churn,0.058569357,0,no_churn,-0.113588642635841,-0.0082494465748823,0.0240549563091917,-0.022793024760831,-0.140474432926021,0.0378545124614356,0.0169674825342099,-0.0144642243481939,Female,58,No,No,Unemployed,Suburban,College,1670824800
39,No,No phone service,High Speed,Expired,One year,100hrs+,Disabled,991ce67d-9ca7-4c2f-8905-c0c1cfdf33f5,no_churn,0.045156825,0,no_churn,-0.0109968402749564,0.0121023191831864,-0.0038060488481073,-0.057103201377713,-0.0269007218014257,-0.183178667288626,0.0112518324375105,-0.0103948248482447,Female,26,Yes,Yes,Unemployed,Suburban,College,1670824800
64,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,7c6bfa18-cffe-456f-adfd-4e2030fcbb28,no_churn,0.102081604,0,no_churn,-0.101992009942514,-0.0043617494055615,-0.0066091000318374,-0.0380355151721232,-0.0271562823137719,-0.134668258323363,0.0193178820575303,0.0244788801196591,Male,55,No,No,Employed,Suburban,Bachelor,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,a50ab66c-26a1-4881-9316-a4cb2f148966,no_churn,0.011313354,0,no_churn,-0.151622002806228,-0.0124704571258666,0.0138850504297943,-0.0260942560726653,-0.0535079051067077,0.046878657622592,-0.0171445742868331,0.0410493351205104,Female,30,Yes,No,Disabled,Suburban,High School or Below,1670824800
59,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,f0577257-e605-4032-9afc-b9020e8408dd,no_churn,0.21472886,0,no_churn,-0.164553730308035,-0.0124763336323667,0.0290825612601929,-0.0494589080245168,-0.0089795770861928,0.043488322013809,-1.94752535389853e-05,0.03389099100792,Male,33,No,No,Unemployed,Suburban,College,1670824800
61,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,a25b2f4c-f4d2-4fc9-b106-b39c328f744c,no_churn,0.33892488,0,no_churn,-0.147758894290123,-0.0110362248744058,0.0230641953257782,-0.0452649361584917,-0.108012399830332,0.0456361036902126,-0.0397972072873926,0.0441432113314294,Female,46,No,Yes,Unemployed,Suburban,College,1670824800
63,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,7938981a-5831-444a-bcad-896b2e75fb93,no_churn,0.19220065,0,no_churn,-0.181877415980634,-0.0127265161678769,0.0215068727096968,-0.0642335212952457,-0.0667185565616091,0.040587880193625,0.024212423242825,0.0302226835698638,Male,42,No,Yes,Unemployed,Urban,College,1670824800
71,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,585db68d-0654-42ea-9def-6eae33f08744,no_churn,0.045406826,0,no_churn,-0.063643557262867,-0.0015796297850738,-0.0268074109189728,0.0462477617842796,0.125316947355905,0.113306004720762,0.0833146906791262,0.10081904206374,Female,76,No,No,Unemployed,Urban,College,1670824800
69,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,4742c8f6-7e25-488f-9c52-f6aeeefa61d5,no_churn,0.2938676,0,no_churn,-0.0086260759551623,0.0026387823238837,0.114158042497675,0.077997053254694,0.0114210715975241,0.0698592688502867,0.135904011011571,0.127621698699058,Female,58,No,No,Employed,Suburban,Bachelor,1670824800
26,Yes,No,High Speed,Expired,One year,<50hrs,Active,8633e077-9b99-4919-a7e1-6a4c50a0c636,no_churn,0.14107001,0,no_churn,-0.0863380170253594,-0.003539913094155,-0.024810206762213,-0.0728036547308693,-0.0640294152763635,-0.0880157676935505,0.0226248953450704,0.0478859267185725,Female,44,No,No,Employed,Rural,High School or Below,1670824800
34,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,27d87a7a-255c-4883-abbf-6943d9e1b3d4,no_churn,0.44811884,0,no_churn,-0.14932264301402,-0.00404797454059,-0.0282349956993857,-0.0297783068281023,0.0060606183407981,-0.0032701154464666,-0.0271395246379506,-0.0272932086465516,Female,25,No,Yes,Employed,Urban,Bachelor,1670824800
69,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,9d9689fa-39a3-452e-8f04-99f91f412a1d,no_churn,0.19209118,0,no_churn,-0.0316507264789515,-0.003984666142278,0.0883304668427626,0.0688616845013712,0.0242109071935283,0.0960731714488156,0.0797184140044555,0.0789146007991803,Female,50,No,No,Employed,Rural,College,1670824800
46,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,b1051f83-a3ee-4397-ab25-6a6ef713c0ea,no_churn,0.23789787,1,churn,-0.150977158691585,-0.0023713854743618,-0.0015981801782982,0.0988715523656355,0.0592534716915179,-0.076923856790745,0.0045388228029696,0.0601805848533149,Female,80,Yes,Yes,Employed,Suburban,College,1670824800
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,7e82f701-0751-43fb-bcb6-f84623e971ce,no_churn,0.076044954,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,23,No,No,Employed,Suburban,Bachelor,1670824800
26,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,356a05bf-4691-472c-8193-a3bc8c1193a4,no_churn,0.08675383,0,no_churn,-0.134898301670382,-0.0116380556292278,-0.126688416967518,0.0473023381520215,-0.0205145965271185,0.0160197902278196,-0.0066027684431173,0.0046605255809299,Male,56,Yes,Yes,Unemployed,Suburban,College,1670824800
72,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,d0fabb85-d42f-4bbc-97be-5aa5fa56b2cc,no_churn,0.24425973,1,churn,-0.0565659155623643,-0.0003203646040128,0.0659608505339701,0.13248365632764,0.10934073885885,-0.0115742768115023,0.0886113987544604,0.103037766263042,Female,49,No,No,Employed,Suburban,Master,1670824800
68,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,bbc6dec8-a456-4f9d-9ac9-987c27f00ff5,no_churn,0.07116745,0,no_churn,-0.167863659037994,-0.0067483019837345,0.00545219244299,0.0521370436109009,0.0064658194429011,0.0381156628013832,-0.0530209059699836,0.0514359967252858,Female,27,No,Yes,Employed,Urban,College,1670824800
52,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,5507c1de-3603-44b8-919a-5fca4d223dc4,no_churn,0.14693353,0,no_churn,-0.189067146198927,-0.0060217186416048,0.027856552561825,0.0332790231445687,-0.0705234111803565,0.025209758895462,0.0302885276577944,0.0299522619375056,Female,29,No,No,Retired,Suburban,Master,1670824800
68,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,5cbca015-34ab-457d-8f89-66eb31ab69a1,no_churn,0.2550594,0,no_churn,-0.122803892617712,-0.009148254609172,-0.107551641050959,0.0457707153025512,-0.0017498255075042,0.0408057213236134,0.0218037218321842,0.0293473035063834,Male,49,Yes,No,Employed,Suburban,Bachelor,1670824800
56,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,e73e0841-f20c-453c-8928-05cfa19f6520,no_churn,0.09334409,0,no_churn,-0.178631929936023,-0.0113410519712124,0.0219643619467751,0.0302522130761281,0.010993027675222,0.0243456140408943,0.0120793054603927,0.0313123077650379,Male,79,No,No,Employed,Suburban,High School or Below,1670824800
70,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,d3139e85-632f-4dd7-b998-ef370e54f7ce,no_churn,0.34929776,1,churn,-0.169857992161169,-0.0029933552961801,0.0631882720436306,0.0178009125980361,0.0346399126055257,0.0830072688527934,3.42632725551084e-05,0.0772974264494223,Male,62,Yes,No,Unemployed,Suburban,High School or Below,1670824800
70,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,27aaab60-8edb-4dce-9878-a465c700099d,no_churn,0.08885912,0,no_churn,-0.0219174142039492,-0.0037493667416492,0.0911754110809488,0.0878036852362492,0.029949182349128,0.0818019019503935,0.101683326520833,0.0957271253190265,Male,46,No,Yes,Employed,Suburban,Bachelor,1670824800
32,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,e96d0683-67e2-4de1-9578-7fe1252429aa,no_churn,0.3296341,1,churn,0.0220356539445765,-0.0011818003623193,0.0818294538389454,0.160313231854207,0.0201685075452496,0.117533229327282,0.0662153993788297,0.0815601827888167,Female,73,No,No,Unemployed,Suburban,Master,1670824800
36,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,a12b5803-f5d1-407e-87e0-04fbaab52c79,no_churn,0.3428331,1,churn,-0.110512058929207,-0.0036570556604419,-0.119546079156098,0.0392295783014742,-0.0317455961747782,0.0343138796628045,0.0285070112324865,0.0033603603720257,Female,71,No,Yes,Medical Leave,Rural,Bachelor,1670824800
50,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,a56a2d41-db88-407e-a7e7-875afba84cce,no_churn,0.29228806,1,churn,-0.0530434459038406,-0.0046366868528275,0.0887648075847027,0.0982410083039485,-0.0737260862579387,0.0525543633045708,0.118485832757069,0.048834064462826,Female,23,No,Yes,Employed,Suburban,High School or Below,1670824800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,ae6338d8-8c6e-49bd-86f6-570973718a90,no_churn,0.03430673,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,29,No,Yes,Employed,Suburban,High School or Below,1670824800
24,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,41ebfb15-ac24-45e5-9176-b6e2dc2f58d9,no_churn,0.43655297,0,no_churn,-0.0108878037628164,-0.0022285974528494,0.118413196534675,0.0950298859455051,-0.0169211532949157,0.119086187061894,0.128506548046207,0.0826422632732283,Male,20,No,Yes,Medical Leave,Suburban,College,1670824800
11,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Disabled,ac5ce153-dbdd-4924-97b0-daf5f66c5df6,no_churn,0.57622576,0,no_churn,0.0284473082596014,-0.0035946719257481,-0.025360867954605,0.0790980331455284,-0.0957997891789273,0.0676101129248309,0.0545572123906094,-0.0539834875949054,Female,45,No,No,Employed,Suburban,Bachelor,1670824800
59,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,c5cc4ec2-cd53-436c-895d-1f131da7e27d,no_churn,0.11799645,0,no_churn,-0.0789848246045767,-0.0029683471377938,0.0262560872293943,0.0940651364926452,0.0578357527140724,-0.0628743745887732,0.0646191909069784,-0.0569747698417813,Female,34,Yes,Yes,Employed,Suburban,College,1670824800
10,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c486d7cd-aed6-427c-8388-ea29bdfd8597,no_churn,0.6369366,0,no_churn,0.0566288997614447,-0.0088086683983783,-0.0595739431882793,0.127964334052813,0.0325801774599676,0.0664459054132203,-0.0216807742933997,0.0032472898130254,Female,80,No,No,Medical Leave,Suburban,High School or Below,1670824800
19,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e9c8e8e7-8069-4a06-aec8-1eab9648b66c,no_churn,0.18758826,0,no_churn,-0.0428422468682401,-0.0049224544271055,-0.105846467401298,0.102728071266465,-0.0475665950181246,0.0432084003151976,0.0401490727860436,-0.0332672631267996,Male,40,Yes,Yes,Unemployed,Urban,College,1670824800
13,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,7b33db5d-31bd-4f20-a361-f1afdbc3efa6,no_churn,0.5919913,1,churn,0.0872337716465244,-0.007706491222998,-0.0307939339502263,0.193624169497944,-0.0016655645903938,0.0999396191501637,-0.0354227871111424,0.0035428448355378,Male,63,No,No,Employed,Suburban,Bachelor,1670824800
17,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,cdfd2687-8841-407e-adf7-23e45657eefc,no_churn,0.57166964,1,churn,0.0653170375565787,-0.0030333490571138,0.0029911360119149,-0.0679408856475129,-0.164110796727891,0.0752715723932942,-0.0121659725159042,-0.0268511998421126,Male,46,No,No,Employed,Suburban,College,1670824800
17,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,66b36ae1-8cca-42d7-acc8-ac9b4fe0ba15,no_churn,0.16426708,0,no_churn,-0.03145442281555,-0.0063136499203938,0.0143878171834785,-0.0912903190221186,-0.108663564512563,0.0194892111039098,0.0071439869165624,0.0176747888128193,Female,27,No,No,Employed,Urban,College,1670824800
15,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,c3069965-39d1-4b33-bd3f-3077bf4c09ba,no_churn,0.21924242,1,churn,0.0476681955725598,-0.0081363603250611,0.0288002594543741,-0.0754373704379941,-0.044872475598313,0.0546779519672327,0.0183501614059423,0.0099234899396651,Male,34,No,No,Employed,Suburban,Master,1670824800
68,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,2b46e2a3-87da-42db-9390-be8985f42a14,no_churn,0.012177155,0,no_churn,-0.103687303656516,-0.0010441383267971,-0.0508313362616536,0.0183481738302543,0.0882881035239188,0.0920425196987707,0.0590956291457223,0.0949050576178342,Male,49,No,No,Employed,Rural,Bachelor,1670824800
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,6350c2c4-f625-47f9-8886-33a6d18c6e2b,no_churn,0.67501426,1,churn,0.111892381697536,0.0895098888992197,0.0410628599970095,-0.0322056580717662,-0.0220504044867311,0.126278235160557,0.106244647374697,0.0509085730384686,Female,74,No,Yes,Employed,Rural,High School or Below,1670824800
4,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,fcc56016-ff6e-47fe-a03f-58252e338319,no_churn,0.42814422,1,churn,0.273556666092836,0.0050598927637111,-0.0113987927739071,0.0520782211187997,0.0201629898506325,0.1269839739299,0.098828313296417,0.105702591276913,Female,74,Yes,No,Employed,Urban,Bachelor,1670824800
9,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,8ccf0f21-5137-4694-b233-14af0aa0af37,no_churn,0.34433228,0,no_churn,0.123011151381943,0.144181687825849,0.0857540125928426,-0.018612298232415,0.0637248903570798,0.154212283656125,0.0612655148511748,0.0639366178377713,Male,74,Yes,Yes,Employed,Suburban,College,1670824800
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,ffc86ac4-e5f0-41c2-b33e-2e2c64825dbf,no_churn,0.47021747,1,churn,0.162497623858908,-0.0117147890030173,-0.0613047004447435,-0.149699251482834,-0.120470648540013,0.0824429920879083,0.0090344702953734,0.0568548175874821,Female,44,Yes,No,Employed,Suburban,Bachelor,1670824800
24,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,a1456a78-fdb4-44a9-a0a8-02fe7ce2ba3c,churn,0.018661799,0,no_churn,-0.045717394215444,-0.0045083902553233,0.0210283799584067,-0.0393044954585821,-0.0601782479042049,-0.161581487661097,0.0138162677248328,0.0174192149779446,Female,20,No,Yes,Employed,Suburban,Bachelor,1670824800
40,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,af00d790-ef4b-4dc8-b110-395fb11adf0f,no_churn,0.17203559,0,no_churn,-0.0610579567736567,-0.0076080020051813,-0.0358662385381285,-0.0984510658633735,-0.0550607566407961,0.048381120251488,0.0221638664852162,0.0358062153038918,Female,56,Yes,No,Medical Leave,Suburban,High School or Below,1670824800
23,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,b6ad095b-0a78-4b9a-b644-a27ce2a3ccbc,no_churn,0.4245001,0,no_churn,-0.0616574895852909,0.134298872861937,0.0651414526517601,-0.0061012810875627,0.0577332648416813,0.123393347226083,0.111328760305587,0.0568369309627996,Female,78,Yes,Yes,Employed,Rural,College,1670824800
52,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,d9f54953-3792-4263-b74c-35f17aebfbc8,no_churn,0.2139103,0,no_churn,-0.106604297213344,-0.0067529924754489,-0.0244886710453101,-0.0578924895522504,-0.134334604727956,0.0295996484974784,0.0160289658399051,0.0254182882568966,Male,21,Yes,No,Unemployed,Suburban,Bachelor,1670824800
72,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,a66a2823-038a-4679-aa2e-426e56af64b3,churn,0.012502061,0,no_churn,-0.08026169444272,-0.0067416882432735,0.0422210199508617,-0.0734727626356061,-0.0116532567371223,0.0758020653696712,0.0631884374414085,0.0652250619209371,Female,27,No,Yes,Employed,Suburban,High School or Below,1670824800
40,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Active,4215cff1-ba8f-4dea-a314-dc914886cb8a,no_churn,0.36355636,1,churn,-0.0627916363483564,0.0365921753227485,0.0233498433222212,-0.0819370475350933,-0.0127902649092811,0.0699708046744763,-0.0559802066277188,-0.0154398211416719,Male,47,Yes,No,Employed,Urban,College,1670824800
46,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,f21312de-6e14-436e-94f6-2a7eafabb364,no_churn,0.11714122,0,no_churn,-0.115580270069049,-0.0092624702394823,-0.0384928665631014,-0.073071602089858,-0.0995786067709195,0.0351250132322456,0.0165127024947651,0.0353219480614643,Male,70,No,No,Employed,Rural,Bachelor,1670824800
43,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Active,9f8220cb-4d77-4b8f-9dfe-61b2810338f5,no_churn,0.30589876,1,churn,-0.125450137048183,0.018509835441273,-0.019901715244996,-0.023677725458765,-0.0723323308823273,0.0461215084486138,0.0021799043883038,0.0355245085491696,Male,31,No,No,Employed,Suburban,Bachelor,1670824800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,935e0ce3-6e3a-474c-94a4-52194e020173,no_churn,0.5693701,0,no_churn,0.293942634249738,0.0623900810171744,0.0325024869752451,-0.0250267771406424,-0.0672087620827642,0.164414357929059,0.0964483585857533,-0.0421716981417239,Male,51,No,No,Unemployed,Suburban,College,1670824800
16,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,41866cc7-d148-4ddb-b6e3-eff98ab52dfe,no_churn,0.015351475,0,no_churn,0.148747254948248,-0.0063068590389593,0.0163703630145391,-0.040338746141133,-0.001119077496296,0.097853830140466,-0.0405146246133335,0.0102975856103148,Female,44,No,No,Employed,Suburban,Bachelor,1670824800
52,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Disabled,162173ff-53f8-4648-8fbb-3c374c0a49c1,no_churn,0.009144599,0,no_churn,-0.0742825570874993,-0.0040058937762114,0.0049148609849726,-0.070856592998216,-0.0151944878692665,-0.11029709777169,0.0186154159833131,-0.0179197996657421,Male,35,Yes,No,Disabled,Rural,High School or Below,1670824800
5,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,e636514b-1a49-4307-b1f3-68236a796809,no_churn,0.034376554,0,no_churn,0.112602365309604,-0.0009142462966701,0.0064103486805379,-0.0453572686773077,0.0295695819887259,-0.0297917768169554,0.0866997502483081,-0.0457449057438771,Male,54,No,No,Disabled,Suburban,Bachelor,1670824800
58,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,d5a645b2-1a0a-4253-b56b-8ee7255db4f9,no_churn,0.022176115,0,no_churn,-0.144164379818158,-0.0066328799797156,-0.0310655383877474,-0.0253144065246942,-0.0526899693454197,0.0348471447357496,0.0373476185840718,-0.021353742539286,Male,71,No,Yes,Employed,Suburban,Master,1670824800
13,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,64c5739f-1fc6-4754-8dd8-216f3c1990ae,no_churn,0.030232973,0,no_churn,0.0010640374479316,-0.0192274713538972,-0.0564734737796789,-0.117028731431328,-0.0392408564584729,0.0265939843280375,0.0484111639784987,-0.0331248045533448,Female,67,No,Yes,Employed,Suburban,College,1670824800
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8e87ea33-cc1f-49be-89c3-a6a6d7c9cb5a,no_churn,0.12665229,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,64,No,No,Unemployed,Suburban,High School or Below,1670824800
59,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,bab29ec4-b96c-4bae-b3d8-1b6e5780b6a1,no_churn,0.021660456,0,no_churn,-0.134832739271824,-0.0094710984805351,-0.0515024573107257,-0.0245106416035378,-0.0492715858380142,0.0132117131979975,0.0170574338436199,-0.0230401091751264,Female,71,No,No,Employed,Urban,College,1670824800
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,53c51308-a823-431b-856e-fc60193f5c7f,no_churn,0.62016493,1,churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Male,56,No,Yes,Employed,Urban,College,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,a23c777c-032a-4a6a-bcbf-e392b54c0b37,no_churn,0.2600784,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,32,No,Yes,Unemployed,Suburban,High School or Below,1670824800
56,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,24e26127-9dec-4a95-ad05-7cbaac4a3219,no_churn,0.008938703,0,no_churn,-0.0561434877538249,-0.0098764861451491,-0.0227810240629696,-0.0104472969920971,-0.0718107431915359,0.0445983388472905,0.0571020959040288,-0.029858022671342,Male,55,No,No,Employed,Suburban,Bachelor,1670824800
7,No,No phone service,High Speed,Expired,Two year,<80hrs,Disabled,79262cd8-e743-476b-a813-1d00b67cede3,no_churn,0.012767095,0,no_churn,-0.0147916568936238,0.006301156367399,0.0016778274587818,-0.0642566993839136,0.0016118528619335,-0.170461778261779,0.0279247522207788,-0.0170316071382194,Male,27,Yes,Yes,Unemployed,Suburban,Bachelor,1670824800
22,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,5dfaff69-f931-461a-a1ca-f28647bbf51a,no_churn,0.053950667,0,no_churn,-0.0638359432911693,-0.0062622427946735,-0.0400355424709141,-0.064709215580433,-0.0311526703964773,-0.0113836628463195,-0.0206648295903414,-0.0183153770420267,Male,37,No,No,Unemployed,Rural,Master,1670824800
51,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,9846a8a9-4189-4114-a70d-e1cb10f29625,no_churn,0.02812484,0,no_churn,-0.0641785753232761,-0.0043634184803886,-0.0621835603621411,-0.0128167947579368,0.0648542058045677,0.0557572673612594,0.0930886455207655,-0.0591839200317463,Male,76,Yes,Yes,Employed,Suburban,High School or Below,1670824800
1,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,300b8f15-a70b-4bd4-b495-3a8d78c526a4,no_churn,0.7147608,1,churn,0.284980805660944,-0.0061757712153666,0.0980026618567171,0.0323131287546675,0.0429574664253414,0.160940752752467,0.0304166901281132,-0.0174618832207761,Female,23,No,Yes,Disabled,Suburban,Master,1670824800
24,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,039b0ce5-4abc-4925-9f2b-343f84ab8338,no_churn,0.015020024,0,no_churn,-0.113270810864615,-0.008186472526213,-0.0436372247201688,-0.0755706092934724,-0.0029644427543826,0.030709581806177,-0.0242037260159031,-0.0219024472630462,Male,68,No,Yes,Retired,Suburban,College,1670824800
15,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,f930218d-8a4f-4bce-9873-2667384addda,no_churn,0.01755126,0,no_churn,0.0274339240255267,-0.0040796880178095,0.0247328559796733,-0.037190489251443,-0.0363723118860798,-0.188244977081376,-0.0005560302091544,-0.0137494356181741,Female,46,No,No,Unemployed,Suburban,College,1670824800
58,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,a0c8408e-d73e-4eba-9533-eef293054348,no_churn,0.059026804,0,no_churn,-0.111979031861392,-0.012880829997448,-0.0285401086646197,-0.0293748623981991,-0.0512977660511933,0.0274433407812284,0.0181464963362486,-0.0205433895095302,Female,35,No,No,Employed,Urban,Bachelor,1670824800
56,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,d76e0869-559c-40ec-8ed8-42b09b97d0d7,no_churn,0.010555344,0,no_churn,-0.0689535924258234,-0.0107524311523047,0.0019444140476116,0.0003097526452802,-0.128239925903927,0.0297638169144738,0.0483083194183018,-0.031406506169369,Male,73,No,No,Employed,Suburban,College,1670824800
64,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Disabled,b3223032-7c03-4453-bbd2-9e11a3657675,no_churn,0.01776024,0,no_churn,-0.0833508881504258,-0.0047900265578755,-0.0176284061320802,-0.0171302770310376,-0.0220654041662146,-0.100531527279563,0.0141712910608021,-0.0177009130364513,Female,23,No,No,Unemployed,Suburban,Bachelor,1670824800
11,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,b25630d6-5433-4e56-8b76-39038693a1e8,no_churn,0.14769161,0,no_churn,0.0292864235228989,-0.0126673236160422,-0.0254823114281862,-0.095286433872734,-0.0635399076838257,0.0508610619187766,-0.0139591962095437,-0.0071818231066754,Female,78,No,Yes,Employed,Rural,Bachelor,1670824800
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,9125b582-eec1-43d4-848b-c7549394e965,no_churn,0.1037973,0,no_churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Male,25,Yes,Yes,Employed,Suburban,High School or Below,1670824800
17,Yes,No,Medium Speed,Phone_Support,One year,100hrs+,Disabled,4d351b0a-c68b-4e6d-9c49-a9dc06435dd2,no_churn,0.038392477,0,no_churn,-0.0092771288425501,-0.0037476547365986,-0.0166816870826187,-0.0124186862723399,0.0325158793478112,-0.114622305656976,0.0689323911115388,-0.0437269591907534,Male,56,No,Yes,Employed,Suburban,College,1670824800
18,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,6503fae5-cd92-4062-a2a6-146a4336b109,no_churn,0.013119918,0,no_churn,0.0351463248073196,-0.0083663303525463,-0.0082740161514357,0.017646881342307,-0.0287592927581499,0.0686951082317136,0.10155932476624,-0.0566741491476568,Female,41,Yes,No,Employed,Suburban,College,1670824800
62,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,f9486d6a-a08e-4740-abf3-9b2c6bd1c4a4,no_churn,0.0075246409999999,0,no_churn,-0.0724789114945451,-0.0072549229353353,0.0060666671892204,-0.0123990569581883,-0.0099235783624499,0.0623094575577124,0.0084583644444956,-0.0138041695272477,Male,79,Yes,Yes,Employed,Rural,Bachelor,1670824800
10,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,9e005e74-d20a-4c96-a3e7-4ebbefc206e5,no_churn,0.12538879,0,no_churn,0.0240904600890098,-0.0143050814346497,-0.0522158663678146,-0.0630333940426317,-0.0319684073081953,0.0448167998606095,0.0447010808452432,-0.0336242844809385,Female,34,Yes,No,Disabled,Suburban,College,1670824800
24,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,51a401f2-0dd7-4bc6-8572-338c8acc40b5,no_churn,0.061159145,0,no_churn,-0.0607712954602175,-0.010770643443684,-0.0879203831070844,-0.0325465735708894,0.0119067182423896,0.0535046163339029,-0.0040344032635039,-0.0152275187821942,Male,65,No,No,Unemployed,Suburban,Master,1670824800
37,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,e0a4ddb1-ded6-444d-b669-19633dbf2a26,no_churn,0.03206747,0,no_churn,0.0280477983063156,-0.0105789301267213,0.0093710162070419,-0.0203546640500917,0.0859523616169281,0.0832055834121729,-0.0245865642914668,0.0199172485482995,Female,22,Yes,Yes,Employed,Suburban,High School or Below,1670824800
9,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,1840de38-32e9-4406-ae85-72af45694c61,no_churn,0.07346713,0,no_churn,0.022606302419017,-0.0170707726467298,-0.06575454650354,-0.164609076797824,-0.0199686462690442,0.0534826178484581,0.0386524651971376,-0.0363644938788002,Male,60,No,Yes,Employed,Suburban,High School or Below,1670824800
29,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,4dbf03c4-17e3-427b-a9e8-9a815b1b9fa6,no_churn,0.016629593,0,no_churn,-0.096498598570588,-0.00433073165128,-0.0206710466591266,-0.0504410671966979,-0.021033785925083,-0.0661402675104545,0.0092588683535541,-0.0191695243280719,Male,37,No,Yes,Employed,Rural,Bachelor,1670824800
24,Yes,No,Low Speed,In_Store_Support,One year,<80hrs,Disabled,a5cf2ea0-c4b9-4daf-8397-d8e340846b24,no_churn,0.0151562019999999,0,no_churn,-0.0781567863167492,-0.0089447830350945,-0.0195428699528565,-0.019878653922201,-0.0328180640110986,-0.0726483455394827,0.0275597782417571,-0.0245964266937517,Female,69,Yes,Yes,Employed,Suburban,Bachelor,1670824800
24,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,2b16a7ea-f274-428f-b87b-38ca171918a3,no_churn,0.008171728,0,no_churn,-0.0847177591719901,-0.0064022241977727,-0.0040578842810646,-0.0331141902880881,-0.0331460474653067,0.064363465779661,0.0506440551613377,-0.042595566436421,Female,20,Yes,Yes,Employed,Suburban,Bachelor,1670824800
25,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,8f524f97-b8ba-4e5f-81a2-00bcd73502e1,no_churn,0.026204877,0,no_churn,-0.0824737419962912,-0.0127516976641891,-0.0713681993300997,-0.0678701701748741,-0.0300603330870581,0.0059369255984438,0.0092313391359766,-0.0196702738195745,Female,64,No,No,Retired,Suburban,High School or Below,1670824800
11,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,391bde6a-b9ea-4001-8ed6-45a35217b9ae,no_churn,0.20736423,1,churn,0.0292864235228989,-0.0126673236160422,-0.0254823114281862,-0.095286433872734,-0.0635399076838257,0.0508610619187766,-0.0139591962095437,-0.0071818231066754,Male,50,No,No,Employed,Rural,High School or Below,1670824800
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,f661102c-2034-41d4-b649-dacc5c01fa3d,no_churn,0.0017634731,0,no_churn,-0.0971028700043643,-0.0071924322667609,0.0029734244903147,-0.0237986078159792,-0.0244793877880874,-0.117479777514973,0.0122616580776684,-0.0142081610722107,Female,30,No,No,Retired,Suburban,Bachelor,1670824800
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,98fe6dca-2756-4832-8025-4729e8ca951b,no_churn,0.1685849,0,no_churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Female,28,Yes,No,Unemployed,Suburban,Bachelor,1670824800
30,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,98257fc7-93a9-4af4-8220-a82f9e1568b4,no_churn,0.009390279,0,no_churn,-0.0164962670049317,-0.0037019721802789,0.016227134945002,-0.0245344983332142,0.0511372570747153,-0.104293888085667,0.0447885784096615,-0.0320413856877712,Female,21,No,Yes,Employed,Suburban,Master,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,dc8be239-3b64-4140-bbe5-2d72b2c27d46,no_churn,0.001981075,0,no_churn,-0.134818848356734,-0.0171489356840459,0.0008296970492426,-0.0334404473286383,-0.0315077949427575,0.0394696595659434,-0.0148053040062711,-0.0359375114640056,Male,71,No,No,Employed,Urban,College,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,90d95d35-8649-41fe-871b-760d052ca70e,churn,0.577903,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,73,No,No,Medical Leave,Suburban,Master,1670824800
3,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,c736c486-ba8e-4ce4-b3db-75052b6228dd,no_churn,0.5071732,0,no_churn,0.1221234926067,-0.009795282405812,0.0241578597907164,-0.0948248913474435,-0.0443155765206574,0.0909555003730838,0.0969677990687068,-0.0509617194413931,Female,49,Yes,Yes,Unemployed,Rural,High School or Below,1670824800
2,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,d2ea2c33-cb39-40e7-b743-fe4bd7e897f2,no_churn,0.1150455,1,churn,0.142336728463083,-0.0069303326217959,-0.0317876829457918,-0.0760194512047883,0.018235312732595,0.0969271738934821,0.0727608036106721,-0.059143577239929,Male,37,Yes,No,Employed,Rural,High School or Below,1670824800
8,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,1caa545f-802a-49f9-be10-32c8ddea33eb,no_churn,0.3454867,0,no_churn,0.02481206165412,-0.0172169437838965,-0.0217225857276298,-0.110032677764211,-0.02407927138378,0.0516996819095857,-0.0158552051137849,-0.0182737633451142,Female,57,No,Yes,Unemployed,Suburban,College,1670824800
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,42aec991-6331-460b-8177-27e426a0bfad,no_churn,0.002163703,0,no_churn,-0.0968882910998377,-0.0048580846769914,0.004772961832707,-0.0278378495446691,-0.0147155458998486,-0.13436271924581,0.0216301733642603,-0.0167667976579878,Male,53,No,Yes,Unemployed,Rural,College,1670824800
20,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,f5e2c320-8f76-4a97-a3e9-369c24eb96cf,no_churn,0.42144087,1,churn,-0.161461618039698,0.006819604393022,-0.0106991864943302,-0.0655890819437081,-0.0643314157246459,0.0522791586103267,0.0011394990253302,-0.0271831120957085,Male,58,No,No,Medical Leave,Suburban,College,1670824800
59,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,29392164-fba6-4702-808b-282e2d6b9d1f,no_churn,0.0076585759999999,0,no_churn,-0.0563904846522382,-0.015022500413961,0.0394051445695913,0.0109874601748197,-0.0109992312636495,0.0708343709961445,0.0695062285628319,-0.0423471378198155,Male,55,No,Yes,Employed,Rural,High School or Below,1670824800
57,Yes,No,Low Speed,Phone_Support,One year,<80hrs,Disabled,c5c24541-7bd5-47d7-8280-5bdf5f7278b4,no_churn,0.039109908,0,no_churn,-0.010793711157994,-0.0046570461380542,-0.0177048932331717,-0.0005697822603815,0.052836640255482,-0.0914869288667387,0.0781163320897394,-0.0497667608673873,Male,70,Yes,No,Unemployed,Suburban,College,1670824800
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,bf9efaa7-cf51-4771-9c28-c3dc62b1a30e,no_churn,0.22264187,1,churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Female,30,No,No,Medical Leave,Rural,High School or Below,1670824800
28,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,63a23556-b45f-42b9-bfd5-d17aeac30396,no_churn,0.014670946,0,no_churn,-0.100878695019346,-0.0152618259148766,-0.0278749277620772,-0.0496302270311298,-0.0756595780225507,0.0351546962547036,0.0212788451579763,-0.0261544376225902,Female,61,No,No,Disabled,Rural,High School or Below,1670824800
45,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,0ffa6c1a-3467-4a9e-aba8-8a76890b140f,no_churn,0.0090622969999999,0,no_churn,-0.144470826668603,-0.007558712206046,0.0162542798948379,-0.0457598297561526,-0.0691937069265986,0.0347400320938686,-0.0340210555564044,-0.0190163319709972,Female,66,No,Yes,Employed,Suburban,High School or Below,1670824800
69,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,8ea639a5-fe3c-4d64-acab-9205d34b4fe7,no_churn,0.0120420139999999,0,no_churn,-0.0952127686733274,-0.0077085621946207,-0.069166627138602,-0.0235169980927639,-0.0497778121629653,0.0348467865344719,0.0372112149653366,-0.0357013851614829,Male,71,No,No,Employed,Suburban,High School or Below,1670824800
6,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,b09b8cb2-9804-4255-b84b-9a29a7e295a2,no_churn,0.38698643,0,no_churn,0.0282276482696715,-0.0035861971417398,-0.0481661823941067,-0.0899409878826099,-0.0609483196730798,0.071633560471605,0.0491252350280228,-0.039370908927317,Male,71,Yes,No,Disabled,Rural,College,1670824800
3,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,f0d61b02-6a8e-48ef-9606-36a4bf4ec068,no_churn,0.54541755,0,no_churn,0.0865695604485608,-0.0132601143903229,-0.0693687205296373,-0.0896763896526317,-0.068190593627105,0.0552095637962065,-0.0275763850435396,-0.0175563023868107,Male,26,No,No,Employed,Suburban,High School or Below,1670824800
1,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,80a11ae4-ba3a-46d3-9d96-d5e2af6f6a31,no_churn,0.28846085,0,no_churn,0.24411604773908,-0.0064799973921981,-0.0432911939805853,-0.0663775582139624,-0.0075333274198328,0.110156209686102,0.07151726996457,-0.0158390349966066,Female,60,No,No,Employed,Urban,Bachelor,1670824800
6,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,abb83e10-5086-4491-89f6-c0ee8a14cd9e,no_churn,0.16056308,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,20,Yes,No,Disabled,Suburban,High School or Below,1670824800
62,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,a8a92ff0-da82-4d25-943b-b7b3db505c3a,no_churn,0.0036147817,0,no_churn,-0.159522179779979,-0.0166909693039269,0.0053039967837685,-0.0438625343080821,-0.0477885884496026,0.035971374320452,0.0235516089902921,-0.0209888595434131,Male,23,No,Yes,Disabled,Suburban,Bachelor,1670824800
59,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,883a8e2f-4d0e-4051-829b-2eb9596a42aa,no_churn,0.04651158,0,no_churn,-0.0546082693610878,-0.0033617959542061,0.0122753692029618,-0.005588517861106,0.0139281348512849,-0.176321244729406,-0.0317033750360315,-0.0236464530669036,Female,45,No,Yes,Retired,Suburban,Master,1670824800
37,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,60ca8b85-b94c-4ad7-8253-6f1d9dc4d54f,no_churn,0.023225952,0,no_churn,-0.080790390595248,-0.0125195026911387,-0.0248206092500004,-0.150453959507122,-0.0169507461762623,0.0421476420294493,0.0083616149720364,-0.0165002005715541,Male,42,No,Yes,Unemployed,Suburban,High School or Below,1670824800
18,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,e653dd3c-b3f5-4283-be72-7262027af77e,no_churn,0.17813064,0,no_churn,-0.0895749420015272,-0.0144706456172934,-0.0605282824190544,-0.057334567694761,-0.0524118467286279,0.0210894736307,0.0092830840650003,-0.0250784248926447,Male,39,Yes,Yes,Unemployed,Suburban,High School or Below,1670824800
33,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Disabled,bddf6be7-d2fe-4fe0-b5bc-85d990689cb2,no_churn,0.036569256,0,no_churn,-0.0195250894590481,-0.0046657555135652,-0.0045450337742067,-0.045229092845484,0.0280627324107945,-0.165446601882318,0.0434178196860466,-0.0323451306839479,Female,68,No,No,Employed,Suburban,Master,1670824800
8,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,2b158d97-f702-4c12-95ba-d03f1b64413b,no_churn,0.54082525,1,churn,0.0938187858096171,0.1142478946135,0.0555316226255899,-0.0064889032258042,0.0145604726886585,0.135165640485066,0.0146664293870799,-0.0155280890597077,Female,79,Yes,Yes,Employed,Suburban,High School or Below,1670824800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,ce3e63f2-e163-4cf0-9bba-12fa1dc5a3f1,no_churn,0.18611136,0,no_churn,0.187910811259262,-0.0107397350352039,-0.0303224092016444,-0.0359978210071676,0.0402120150237624,0.11694750766982,0.128006982540082,-0.0681778995296372,Male,43,Yes,Yes,Unemployed,Suburban,Bachelor,1670824800
1,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,fc66c492-9211-4900-87f5-4c825bd6defc,no_churn,0.8522017,1,churn,0.217903950329942,0.0255273132253205,0.0022542269157565,-0.127959359532433,0.0165141669997501,0.125510163551608,0.0745269517465658,-0.0471442756653232,Male,33,No,No,Retired,Suburban,Bachelor,1670824800
69,Yes,No,High Speed,Expired,Two year,0hrs,Disabled,da41be00-f4f9-48eb-b55c-a0582665017c,no_churn,0.008628122,0,no_churn,-0.0641658738203386,-0.0050009605098421,-0.0218904289713054,-0.0336939235990485,-0.0077252722030971,-0.105483856616975,-0.0116130462046112,-0.0194527903866492,Male,70,Yes,No,Unemployed,Suburban,Master,1670824800
18,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,e74dbe98-9dde-4997-944d-f4044ba37a1d,no_churn,0.07333171,0,no_churn,-0.0917790070774754,-0.0092112641903804,-0.0600734765741071,-0.0707524896959512,-0.0057982339660338,0.0321769321237479,-0.0327164973224717,-0.030872114806425,Female,62,Yes,No,Employed,Suburban,High School or Below,1670824800
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7f38296a-83e9-426e-b558-be85fc7b5aa8,no_churn,0.0372983,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Male,69,Yes,Yes,Employed,Suburban,Bachelor,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,d114355f-20b6-4f4e-bfd1-3d5d856f06d1,no_churn,0.19062278,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Female,49,No,No,Unemployed,Urban,High School or Below,1670824800
31,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,910f6995-1132-48e7-aaad-4f592f2e9a8a,no_churn,0.007072958,0,no_churn,0.104184204195508,-0.0054165881566223,0.0285437207011636,0.0289128175378755,0.0849154775648457,0.109030305444003,-0.0578562660413263,0.0186601807084298,Female,45,No,No,Disabled,Rural,High School or Below,1670824800
63,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,24b9280e-1748-4743-a057-b406c36f97b0,no_churn,0.009348769,0,no_churn,-0.115003505986087,-0.0163849103758548,-0.0302488927834019,-0.0423490271591981,-0.0719117694756823,0.0342692169193105,0.0172056210877781,-0.0146028845481669,Male,20,No,No,Unemployed,Suburban,High School or Below,1670824800
11,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,97d3b33e-ff94-4018-be70-1b23ac81a602,no_churn,0.088051744,0,no_churn,0.0559379855183306,-0.0070452160869535,-0.0136458682657485,-0.0862386682072792,-0.0688325363291733,0.0618197347841214,-0.0121429245918443,-0.0079728100557258,Male,75,No,Yes,Employed,Rural,Master,1670824800
71,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,492f3b7a-41e5-44cd-86f2-d398090fec6f,churn,0.0023285989,0,no_churn,-0.0868230857470007,-0.0054326680709345,-0.021258109928176,-0.0262861720056844,-0.0193090950501755,-0.111640627707011,0.0165359973909562,-0.0148123911803759,Female,33,Yes,Yes,Employed,Suburban,Doctor,1670824800
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,3101b5ef-7dec-4f91-8f01-f5cf19b4a524,churn,0.17919357,0,no_churn,0.171817421650885,-0.0055650194753252,-0.0265102470473175,-0.0467023179791613,0.0271804441014501,0.116413057361478,0.14224000651775,-0.0723277048785894,Female,48,Yes,No,Employed,Suburban,College,1670824800
66,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,8756130e-49d4-4e4a-9f82-d6ce0ee1ea62,no_churn,0.005023864,0,no_churn,-0.0375399907931023,-0.0106189331400673,-0.0242837841901746,-0.0140553054062911,-0.0706164517121396,0.0508457932000965,-0.0131758269088277,-0.019581653269106,Male,31,No,No,Unemployed,Suburban,College,1670824800
60,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,064bba92-63e5-4dfc-9035-9d336edd70b5,no_churn,0.005597498,0,no_churn,-0.126532317150477,-0.0199494526569469,-0.0355667420314785,-0.0409373725405566,-0.0423320722471453,0.0292273609654785,-0.0171985087544908,-0.0157370476194773,Female,20,No,Yes,Unemployed,Urban,College,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,782cb785-be12-4f91-a41a-64bd4ddf5acb,no_churn,0.08423381,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,71,No,No,Employed,Suburban,Master,1670824800
4,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,a9d6d14b-f717-4ba3-b194-ea3b45d2ce93,no_churn,0.7331051,1,churn,-0.0070102606392174,0.0442585385440179,-0.0130922191516674,-0.0487407073038411,-0.0730483092362828,0.10015421751441,-0.0379456912864861,-0.0129866368272723,Female,80,No,No,Employed,Rural,High School or Below,1670824800
19,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,02139ae8-44a6-45fb-92a9-ec7ba0c7285f,no_churn,0.009306108,0,no_churn,-0.0121472290129986,-0.0038115389665472,-0.0430181229279787,-0.0471511897385971,-0.0332769591902797,-0.109811518588303,0.0214878978544311,-0.0212974908848082,Male,53,No,No,Unemployed,Rural,High School or Below,1670824800
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,c694f556-17c8-4289-b331-b9596eac72d1,churn,0.14194816,0,no_churn,0.0990503902300588,-0.0099537040328868,-0.0597374438038514,-0.0637070127855622,-0.006297743111445,0.0657984773687803,0.0234888722842697,-0.0222336881775118,Female,77,No,No,Employed,Rural,College,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,988ccd2a-40a2-4758-9c97-4c05932466d2,no_churn,0.30501375,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,29,No,No,Employed,Suburban,College,1670824800
1,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,eec67017-78e1-4171-a603-aa581e72267c,no_churn,0.75485796,1,churn,0.247844968991767,0.0800776000690166,0.0039510245507426,-0.0045074627318354,0.0206369678468217,0.140728267204768,-0.0111058699101613,-0.0087746526237424,Female,52,Yes,No,Unemployed,Urban,College,1670824800
36,Yes,No,Medium Speed,Web_Chat_Support,Two year,100hrs+,Disabled,d07c67ac-66ad-4f00-8eec-e1ac41ad1504,no_churn,0.0244997089999999,0,no_churn,-0.0107094189813688,-0.0018594927253434,0.0075909816865714,-0.003032418171806,0.0695690637417283,-0.181482040480514,0.0640141006337216,-0.0431169268411395,Female,54,Yes,Yes,Employed,Suburban,College,1670824800
27,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,015c87ed-fd43-467d-a52b-304c541db161,no_churn,0.06641022,0,no_churn,-0.117440461055767,-0.0131421431724629,-0.0513088589267499,-0.0539694438671358,-0.0343317253176428,0.017113262712146,0.0060691684825087,-0.0220159506647087,Female,52,No,No,Medical Leave,Rural,High School or Below,1670824800
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,d63b630f-a8ab-4724-81d5-729d8faab0a8,no_churn,0.034975212,0,no_churn,0.0600506116735323,-0.0143360809879595,-0.0598933764694993,-0.107426987846866,-0.0706624909112724,0.0604072684691982,0.0495697833653957,-0.0267348775565278,Female,28,No,Yes,Employed,Suburban,High School or Below,1670824800
31,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,471d115c-7ba6-4ceb-9262-16c00d3bdedb,no_churn,0.15179804,0,no_churn,0.0809937926191605,0.0936826150990327,0.0480074349374444,0.0567978410444448,0.085574273534421,0.156789646066641,-0.0041706604053797,0.0132989149492004,Female,33,Yes,No,Employed,Rural,Bachelor,1670824800
9,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,1806aad0-99bf-479f-b8c7-a5e67d9507a0,no_churn,0.24115968,1,churn,0.022606302419017,-0.0170707726467298,-0.06575454650354,-0.164609076797824,-0.0199686462690442,0.0534826178484581,0.0386524651971376,-0.0363644938788002,Male,69,No,No,Unemployed,Suburban,Bachelor,1670824800
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,d4404583-d17b-4a36-bd0a-5f59f8328b2a,no_churn,0.59587,1,churn,0.0964674609493158,-0.0095369318437587,-0.0299701369280228,-0.0911917863148846,-0.0747973458853812,0.0679234690160774,0.0488482703095905,0.0532308507104971,Male,79,Yes,No,Employed,Suburban,High School or Below,1670824800
22,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,4bb827a7-4171-4000-a7c3-0be76af78f0f,no_churn,0.37832397,1,churn,-0.0788524182013679,-0.0131102226017901,-0.0658073747275557,-0.0573751742302374,-0.0745193234627731,0.0233908108812647,-0.0183917954116259,0.0156393450390532,Male,52,Yes,No,Employed,Suburban,College,1670824800
66,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e84dadf7-beb5-4c6a-abba-7c8c05f7da07,no_churn,0.24145268,0,no_churn,-0.0465156197928536,-0.0006787880531919,0.0240748316187637,-0.0052886240036878,0.056328080576095,0.0700473667529695,0.0295203319128995,0.0811529373740813,Male,43,No,No,Medical Leave,Rural,Bachelor,1670824800
65,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,41dc3a23-af8a-4948-908c-bfec545f7707,no_churn,0.44139734,1,churn,-0.102586068165178,-0.0060267024650238,0.0174350390970357,-0.0106004599579864,-0.0719231669078635,0.0430421993733125,-0.030665446200528,0.0422984524767162,Male,26,No,No,Employed,Suburban,Bachelor,1670824800
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,e2c04432-8200-4236-909f-2d071256f2e8,no_churn,0.4733485,1,churn,0.0964674609493158,-0.0095369318437587,-0.0299701369280228,-0.0911917863148846,-0.0747973458853812,0.0679234690160774,0.0488482703095905,0.0532308507104971,Female,58,No,No,Employed,Urban,High School or Below,1670824800
59,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,c5c9ea36-f0e9-4e0e-9147-9d6c55405420,no_churn,0.21829438,1,churn,-0.104567225220176,-0.0102227985825629,0.0413311856863674,-0.0453293952868625,-0.0941161873757846,0.0623056084010204,-0.008015751011153,0.0595884127047975,Female,40,No,Yes,Employed,Suburban,Bachelor,1670824800
8,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,b97d262f-6fcb-435e-8f8a-69da585073d2,no_churn,0.6410777,1,churn,0.0028219916083753,-0.0147931600804258,-0.0656757595606086,-0.11185634830907,-0.07051947662163,0.0379693297974427,-0.0095684398372031,0.0311195213130031,Female,38,Yes,Yes,Employed,Suburban,College,1670824800
40,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d259d016-6825-40b0-ad29-c9a4f4cc4ee6,no_churn,0.46215537,1,churn,-0.16337033058946,-0.0105661144612895,0.0343307751330939,-0.0944050592503299,0.0468109582435499,0.0344946918974892,-0.0192615769801886,0.0296071732450218,Female,80,No,No,Employed,Rural,High School or Below,1670824800
11,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,7c02ae02-f94f-4905-ac8d-aab44b26b084,no_churn,0.56329775,1,churn,0.0005683758579016,-0.0173034741117226,-0.0671726621975449,-0.0956079826600398,-0.060782029853508,0.0473619482995673,-0.0262669348912641,0.0301766081252935,Male,80,No,No,Unemployed,Suburban,College,1670824800
38,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,ab9054b8-7d88-42cb-baaa-d6cc5fbeb0ac,churn,0.41200855,0,no_churn,-0.11479525458486,-0.0019866099789851,-0.0254044563829847,-0.0473914242889895,-0.0774618038182416,-0.0647767395894516,0.0344577848249173,0.0383323494523392,Male,31,No,No,Employed,Suburban,Bachelor,1670824800
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,0e6ed64c-90d9-4f35-9a8f-edbb1cf2e29b,no_churn,0.6460278,1,churn,0.0665847095334538,-0.0023609748477429,0.0870754638258404,0.0451987337133959,0.146168977585839,0.129761969390893,0.0592806179733816,0.111264361535486,Male,25,No,No,Employed,Suburban,Bachelor,1670824800
66,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,aefa3a15-4e18-46fb-ae28-a9623bef5742,no_churn,0.21763842,0,no_churn,-0.054590999992838,-0.002744088757845,-0.0243450929165692,0.0357896774101209,0.0844842342894571,0.0830140586594461,0.0146213205032927,0.0797447403956994,Female,75,No,No,Disabled,Suburban,College,1670824800
42,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,59068a32-b98d-4b33-9391-2ce682046d20,churn,0.3840441,0,no_churn,-0.0944826319968706,-0.0022386987914978,0.0032723303130296,-0.100277633347341,-0.0480541379589703,-0.0541335286257708,0.0443025154563292,0.0525856302658394,Female,75,Yes,Yes,Employed,Suburban,High School or Below,1670824800
13,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,95ee352e-4598-462c-8b62-c106cf31bf8c,no_churn,0.7068473,1,churn,0.0888902036110084,-0.0119351572880805,0.0777322264599115,0.005735337546821,-0.0286629106738746,0.0785533186676821,0.0944512546128862,0.0862095778304319,Female,68,Yes,Yes,Employed,Urban,Bachelor,1670824800
66,Yes,Yes,High Speed,Web_Chat_Support,Two year,100hrs+,Active,5998eb0c-6f51-4341-b39d-e350003c892c,no_churn,0.1258831,0,no_churn,-0.0744835030921967,-0.0016290331343407,-0.0104206573210649,-0.0086128244247447,0.019599722532057,-0.24454483042914,0.0181407181554823,0.0329242561383398,Male,59,No,No,Medical Leave,Suburban,High School or Below,1670824800
69,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,826986cb-6d9b-4fc6-b050-00b69595fd58,no_churn,0.12959902,0,no_churn,-0.135775030553104,-0.0057357089610741,-0.0487104001728766,0.0363603202837293,-0.0628438991921211,0.034855968021211,0.0088425327634649,0.0319800669503274,Male,52,No,No,Employed,Suburban,Master,1670824800
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cefbe20e-766d-42b1-8501-a64fe7ff0a73,no_churn,0.3764664,0,no_churn,-0.0884118291544928,-0.0022407766319702,0.052542001416632,-0.0099640085516512,0.0116840919439073,0.0920214692919762,-0.0123601977661473,0.0500721482521476,Female,77,No,No,Employed,Suburban,High School or Below,1670824800
11,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,0c6d2417-b28c-4a9a-8690-d8598764dbf4,no_churn,0.58355194,0,no_churn,0.0932675958278468,-0.0094320008645445,-0.0237382098658963,0.131091586438979,0.0245334631330115,0.0450465998517938,-0.0461488985552932,-0.0536462851421856,Male,64,No,Yes,Employed,Urban,Bachelor,1670824800
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9094cc30-c9da-4c02-b0c8-8160a5d6c04b,churn,0.6398956,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Female,57,No,Yes,Employed,Suburban,College,1670824800
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8a15ce6b-ab3e-43c6-b65c-caf593bec8e7,no_churn,0.79776955,1,churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Female,53,Yes,No,Employed,Rural,Bachelor,1670824800
72,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,931bd4a5-7be6-4c34-b873-99960a04cc7e,no_churn,0.034373436,0,no_churn,-0.200347268986754,-0.0073082028306089,-0.0166391191605112,0.0629976586596831,0.027885202608636,0.0369598323054651,-0.056336551833142,0.0437622967229617,Male,67,Yes,Yes,Retired,Suburban,Bachelor,1670824800
63,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,5e119f1c-3e65-4098-96c0-b31b146f3c40,no_churn,0.19384016,1,churn,-0.22663985636369,-0.002795194969367,0.0165110490090046,0.0339964938644698,0.0266588529863292,-0.0921706502669258,-0.0224133519925089,0.0328265070724228,Male,42,Yes,Yes,Unemployed,Rural,Bachelor,1670824800
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,8651b9de-11e7-480d-8fa4-2fbf5b39add5,no_churn,0.5034542,0,no_churn,-0.0343338912030276,-0.002515880005958,0.111929494106771,0.113801255418748,0.0803658534970145,0.0748255753811008,0.0192466234427774,0.0576548202676713,Male,50,No,No,Employed,Urban,Master,1670824800
28,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,187ab45c-7f15-484f-b402-9e61d84052b1,no_churn,0.48777607,0,no_churn,-0.131362940409572,-0.0113957658162326,-0.134035446108101,0.0515845031986282,-0.027005837400793,0.0175622677514729,0.0004470667944042,0.0085133322252841,Female,72,No,Yes,Employed,Suburban,College,1670824800
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,86180c8f-0c12-4151-bd74-4774a1e2bdcd,no_churn,0.920574,1,churn,0.239570070656546,-0.005838768588419,0.0001268668942429,0.0408386286083805,-0.0752615131808215,0.112616445109034,0.0644326745265334,0.0119894398476753,Female,27,No,Yes,Employed,Suburban,High School or Below,1670824800
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f3e7429b-a4df-4895-b1b6-bd6f1a0492ff,no_churn,0.4641902,0,no_churn,-0.19900548711501,-0.0049298712729614,-0.0168760791086424,-0.0515152244973433,0.026184583025315,0.0400792690505113,-0.0241606286261048,0.041197287877876,Male,41,No,Yes,Employed,Suburban,College,1670824800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,7cd8cfeb-f356-44a0-b5fa-318eacfd1f07,no_churn,0.7079699,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Female,51,No,Yes,Medical Leave,Suburban,Bachelor,1670824800
41,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,c584aaf4-77bc-4cc3-9c99-43ba41c84084,no_churn,0.17318745,0,no_churn,-0.0349912571374898,0.0002018270233747,-0.0443745953624056,0.141806101709026,0.0798244403106218,-0.0403190149458714,-0.045864288838411,0.0746906355486316,Male,74,No,Yes,Unemployed,Urban,Bachelor,1670824800
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f6dfa735-36e5-428d-bdad-c55851b82c1f,no_churn,0.18150505,0,no_churn,-0.299395519305617,-0.0037702399887484,0.0182674266750063,-0.0786978698488246,0.0015635217918588,0.0340307355630329,0.0266501525573039,0.0323256404512176,Female,76,No,Yes,Employed,Urban,College,1670824800
39,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,6fa1dd4a-46e0-4595-82b5-be9de5140258,no_churn,0.60841686,1,churn,-0.0288325440511607,-0.0023829018161995,-0.0382086627936041,0.107541009274655,0.0717498584413169,0.0831604107915245,-0.0405436522395348,-0.0315096678155168,Female,77,No,No,Employed,Suburban,High School or Below,1670824800
21,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,cccf4969-66cc-4ed2-8d04-9fb4450ff85f,churn,0.5346998,0,no_churn,0.0665359725706139,-0.0009391108856652,0.0786575225062733,0.155308139438512,0.066070823594955,0.0871509628969124,0.0183361582436918,0.0115200543045648,Female,75,Yes,Yes,Employed,Rural,High School or Below,1670824800
44,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,2d51875a-e29e-4747-80a5-5f89ae60c6fa,no_churn,0.19640233,0,no_churn,-0.132963157509384,-0.001787070445971,-0.0116630193970922,0.113663098385805,0.0816549236189166,-0.0655204329840671,0.0169150189988613,0.070674491797381,Male,44,Yes,Yes,Employed,Urban,College,1670824800
72,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,2162d144-7962-4bcf-886a-104d940956fd,no_churn,0.028360784,0,no_churn,-0.151635441839103,-0.0054980364014772,0.0007389769136898,0.0475412943575429,-0.0230561252383631,-0.161690950237635,0.0015394281369253,0.0230347023353851,Male,57,Yes,Yes,Unemployed,Suburban,Bachelor,1670824800
52,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,77b1e282-8f57-4d3c-8b0d-ca085c86a2b5,no_churn,0.44335246,1,churn,-0.189067146198927,-0.0060217186416048,0.027856552561825,0.0332790231445687,-0.0705234111803565,0.025209758895462,0.0302885276577944,0.0299522619375056,Female,54,No,No,Employed,Suburban,Bachelor,1670824800
50,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,5296f9c3-542b-49e6-844c-853b381e5fa9,no_churn,0.31893235,0,no_churn,-0.166026928904907,-0.0050470102949839,0.0352991686633322,0.0157723489146519,-0.0312303126800452,0.0371586251137432,-0.0333847415924901,-0.0015673013026389,Male,20,No,No,Employed,Suburban,Bachelor,1670824800
72,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,c9d015cf-9a54-4178-8d7e-faaed65491df,no_churn,0.0268080629999999,0,no_churn,-0.200347268986754,-0.0073082028306089,-0.0166391191605112,0.0629976586596831,0.027885202608636,0.0369598323054651,-0.056336551833142,0.0437622967229617,Male,37,Yes,No,Employed,Suburban,College,1670824800
22,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,113e94be-f0fb-4107-8ba0-997f7b6f0d4f,churn,0.28600138,0,no_churn,-0.097056566252495,-0.0066632091225983,-0.114418741488007,0.0446971374930217,-0.048910145664031,0.0014140616854456,-0.0026878682273672,-0.0104008196018185,Male,47,No,Yes,Employed,Suburban,College,1670824800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,d57b9193-1348-4a14-91e7-e21cb0be517f,no_churn,0.36673957,1,churn,-0.0122198113607055,-0.0017931946346106,0.0722824755083593,0.0787527833541707,0.0242978451948374,0.109878288489176,-0.0065386521183017,-0.0150930264617181,Male,51,Yes,Yes,Employed,Rural,Bachelor,1670824800
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,2bc178d6-db19-4acb-a4ff-900414b9d699,no_churn,0.59307206,1,churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Female,51,No,Yes,Employed,Rural,College,1670824800
12,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,5a3ffc35-d7b3-4bc2-809b-536765161f89,no_churn,0.6840025,0,no_churn,0.0974471740925128,-0.0067833613134462,0.0022728243762685,0.141536679807959,0.0813170594453822,0.100243217233547,-0.0348042324552079,0.0133556004322781,Male,76,No,No,Disabled,Suburban,High School or Below,1670824800
9,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,9cd29839-a6b3-4f16-83af-98ca16b1e2b3,no_churn,0.5007253,0,no_churn,0.144358432549498,-0.0042459991464056,-0.028302731730655,0.10754190415917,0.114969064264296,0.0949426702552409,-0.0439718813030413,0.0316823952626418,Female,54,No,Yes,Unemployed,Suburban,College,1670824800
3,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ec1eaaf5-d1eb-4102-acb4-1a220aa3a605,no_churn,0.47375906,0,no_churn,0.10634822720328,-0.0064575589401101,-0.0675223508952513,0.102050112260549,-0.0310476827866023,0.0691274907199567,-0.0139313463727921,0.0055328519085014,Female,37,No,No,Employed,Urban,College,1670824800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,ac487eab-5c32-45fd-ba92-001b52bbc78d,no_churn,0.689612,1,churn,0.142811070495732,-0.001779660503962,0.0010242255498678,0.120000138680462,0.0234351779095777,0.127910599874926,0.0814690590259988,-0.0411161756900401,Female,27,No,No,Employed,Suburban,Master,1670824800
17,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d7974453-c672-48cb-bc4d-71d9898277a6,no_churn,0.37400708,0,no_churn,0.0390311002269209,-0.0043263436713095,-0.0001104258002214,0.145114152480019,0.0334459217134826,0.103452986683251,-0.0443401792345093,0.0187066377606424,Female,46,Yes,Yes,Employed,Suburban,Bachelor,1670824800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,9c02034a-ab97-45d5-95fd-1fba14723e5b,no_churn,0.25642186,0,no_churn,-0.268209102846836,-0.0041171299293455,0.0105979958431362,0.0030056691095251,-0.0048866545475539,0.0102569237235775,0.0207692416465215,-0.0184986491153631,Male,59,No,No,Employed,Suburban,Bachelor,1670824800
63,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,ee5323da-a0b3-4844-a9d1-2a2ab76d5b43,no_churn,0.095206104,0,no_churn,-0.229208698278571,-0.0111791301354605,-0.0147587608655157,0.0555184544241819,0.0190197408013773,0.0381006170272485,0.0374795144432846,-0.0239978897983019,Female,64,No,No,Employed,Suburban,College,1670824800
25,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,61a256fb-7e4f-46f9-a731-a35cf32f4e2e,no_churn,0.3928699,1,churn,-0.084319085521256,-0.005082094372974,-0.0929680792323597,0.10780117525348,0.0027005998587446,0.0475674235502265,-0.0110334250700907,-0.0033355168715934,Male,48,No,Yes,Employed,Suburban,Bachelor,1670824800
9,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,50c0342d-1fc0-443c-bc53-92b5b641b71d,no_churn,0.43123174,0,no_churn,0.144358432549498,-0.0042459991464056,-0.028302731730655,0.10754190415917,0.114969064264296,0.0949426702552409,-0.0439718813030413,0.0316823952626418,Female,74,No,Yes,Employed,Suburban,Bachelor,1670824800
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f81a250f-5cb7-4b19-8af6-1177cf30b927,no_churn,0.43219227,1,churn,-0.0103734011788765,-0.0014476280681628,0.101715700001314,0.162570260320972,0.0383122053145143,0.0986145671201302,-0.0354629624543849,0.0181989562767557,Male,58,Yes,Yes,Employed,Rural,Master,1670824800
7,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e4f0869f-be97-4d9e-aece-0e06f03568ee,no_churn,0.5108418,1,churn,0.137488617870758,-0.0015812739704415,-0.0228230331363192,0.178223619467153,0.0331089922324099,0.0813869489886201,-0.0344776085443118,0.0368846669760932,Male,28,No,Yes,Unemployed,Urban,Bachelor,1670824800
71,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,3f76989d-478d-4184-aeb4-dbbef69907bc,no_churn,0.009889684,0,no_churn,-0.280373411915552,-0.0107661988215841,0.0137685384017595,0.058672073278858,0.0169353832901606,0.0436027314483226,-0.0130403227491115,-0.0578249450976363,Female,36,No,No,Unemployed,Rural,College,1670824800
7,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f777a4cd-3bae-43b3-b232-7adb12606106,no_churn,0.4324978,1,churn,0.0903782438865164,-0.0007790745255988,0.0189026403519801,0.149700285507861,0.0051962630269645,0.0928562637462619,-0.0314856886621601,0.0237980843279547,Female,25,No,Yes,Employed,Urban,High School or Below,1670824800
64,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,04bcfa26-2c04-4fda-83a5-958164111aa5,no_churn,0.09560031,0,no_churn,-0.224254526062723,-0.0126324118712727,-0.0405149336772592,0.0341183994494531,0.0089527391437331,0.0319285281010888,0.0091870642716821,-0.0158110111354653,Female,61,No,Yes,Employed,Urban,College,1670824800
72,Yes,Yes,Fiber optic,Expired,Two year,0hrs,Disabled,8f778788-ff55-4df1-90bf-ec562b8141c4,no_churn,0.0110336839999999,0,no_churn,-0.177935716710308,-0.0036260006570228,0.0014252133667332,0.0496728066548303,0.0213365897713811,-0.13139110512082,-0.0089148644837814,-0.019593077057525,Female,57,No,No,Unemployed,Suburban,College,1670824800
17,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,9bea8074-bc66-468f-b1ed-77b15e30a297,no_churn,0.5754375,1,churn,0.123856062082941,-0.0018477949427324,-0.0478142203778224,0.126845815955458,0.0628455631326505,0.0952333559620638,-0.0087092657100038,0.0002613061342708,Female,65,No,Yes,Employed,Suburban,Bachelor,1670824800
28,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,e649a816-8722-4f54-a4a1-28ea6d6147dc,no_churn,0.11377532,0,no_churn,-0.0976887382504264,-0.0020694804373488,-0.0350628500877064,0.0562813080098385,0.0380716126229344,-0.0408669386981,0.056039140434259,-0.0470635376745758,Female,43,No,Yes,Employed,Urban,Master,1670824800
14,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,b667da03-abef-42b0-a037-e91474a5cc50,no_churn,0.39040104,1,churn,0.101321018474664,-0.0084871916465181,-0.0028932465433354,0.220446887654834,0.14598790581349,0.102958810993314,-0.0160617852784707,-0.0136318785455296,Male,42,No,Yes,Employed,Suburban,High School or Below,1670824800
22,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b75fa5b6-f8a1-4797-b54f-d3d530a29321,no_churn,0.23446901,0,no_churn,-0.0999947575960141,-0.005050572713244,-0.109226916231873,0.0719466681837912,0.0030949920752391,0.0261775875004968,0.0001656022551105,-0.0034720853115868,Male,58,No,Yes,Employed,Urban,College,1670824800
68,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b6f86b24-47f3-4698-aec6-ea647053c315,no_churn,0.019385826,0,no_churn,-0.190952907230767,-0.0118835269359624,-0.0602209518883319,0.0429307526211778,0.0076311357335725,0.0378850300387057,0.0225191027480832,-0.0289347859015106,Female,49,No,No,Medical Leave,Suburban,High School or Below,1670824800
42,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,aa92b892-0264-4755-b180-3d213150e183,no_churn,0.36566785,1,churn,-0.0469179630743747,-0.0026670858641955,-0.038870521419958,0.133306696240452,-0.0219482149194391,0.0346335176002321,0.0607838287778213,-0.0373464076874279,Male,40,No,No,Unemployed,Suburban,Bachelor,1670824800
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,22104961-9adc-47e2-91d3-433846bcbeb2,no_churn,0.49362025,0,no_churn,-0.0778353778782775,-0.0047080834099506,0.0600517553669669,0.024277601069707,0.0260784507084918,0.0593423037551428,0.0129230253235073,-0.0307178195819415,Male,54,No,No,Employed,Suburban,Bachelor,1670824800
38,Yes,No,Fiber optic,Expired,One year,0hrs,Disabled,74caf48c-6616-44cd-9e44-b33e534f3a61,no_churn,0.11764181,1,churn,0.09007041167044,-0.0007911087565207,0.0483029123271626,0.133988620457376,0.0235703377025129,-0.180076645241561,-0.0242734276424744,-0.0307339168554335,Female,47,Yes,No,Employed,Suburban,College,1670824800
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,716780ca-ef77-4102-b2d7-241320979bbf,no_churn,0.6817207,0,no_churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,28,Yes,No,Employed,Suburban,Master,1670824800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,701c3010-d26a-4d4c-8263-a47ef6ab2160,no_churn,0.68587357,1,churn,0.216450200782551,-0.0066549701802614,0.0183915287985246,0.107160754693878,0.0050145919224632,0.12945776783853,0.0696192482117521,-0.0326502727737715,Male,51,No,No,Employed,Suburban,College,1670824800
32,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,97ea0274-3746-40f2-aaff-5350042d4939,no_churn,0.5095267,1,churn,-0.144038661641844,-0.0111039339779381,0.0219062908929299,0.0992752288487827,-0.0704237700641988,0.0577850497303916,0.0300287132140692,-0.0553122103167334,Female,25,No,Yes,Unemployed,Suburban,High School or Below,1670824800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,3dbfb84a-2ce4-4b8e-a9b1-52b8669502a7,no_churn,0.60358584,1,churn,0.13098889359148,-0.0047742207904229,-0.0104654203238305,0.133858425256085,0.0191301803554597,0.127972461134032,0.0946526458727703,-0.0402082174426504,Male,66,No,Yes,Employed,Suburban,Bachelor,1670824800
71,Yes,Yes,Fiber optic,Expired,One year,0hrs,Disabled,4ec10b99-c0cc-4d97-95f6-004812968262,no_churn,0.009715333,0,no_churn,-0.159169749276552,-0.0036781330080884,0.0068269181401547,0.0467526335944876,0.0245640362281255,-0.0958739857508908,-0.0238407311296578,-0.0546071424768706,Female,38,No,Yes,Employed,Suburban,College,1670824800
68,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,bda010be-00b0-4b61-9a0f-b91f40f83665,no_churn,0.086390726,0,no_churn,-0.263706202115372,-0.0106556499014732,0.015624345447286,0.0583742895454088,0.0120387491843757,0.036247769595293,-0.017380731250596,-0.0645687226568952,Male,38,Yes,Yes,Employed,Urban,Bachelor,1670824800
35,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,5f910e42-3597-495d-bbe7-e55af3a24ac8,no_churn,0.40946755,0,no_churn,-0.0582618975811237,-0.0042336127065573,0.0013529261409712,0.150703725547264,0.0456871123178552,0.0633311267459612,-0.0444835036471158,0.016877973807077,Male,35,Yes,No,Medical Leave,Urban,College,1670824800
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,11b79375-b6e5-459a-bfa4-a41e651df058,no_churn,0.42675036,0,no_churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Male,69,No,No,Employed,Suburban,College,1670824800
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,b1c125d4-b499-44c5-b483-53dfd5852c79,no_churn,0.59307206,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Male,28,Yes,No,Employed,Suburban,College,1670824800
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,eed60f52-b712-4c87-aa91-3780329a9ba1,no_churn,0.8767425,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,46,No,Yes,Employed,Suburban,Doctor,1670824800
1,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,d3c3586f-4814-4666-9eed-056175c58ccb,churn,0.9225506,1,churn,0.168508340815151,-0.0070094514533593,0.0707299594766482,0.0610916254098992,-0.0467873036159471,0.10631833241795,-0.0157299610403606,-0.0038994541549982,Male,43,No,Yes,Unemployed,Suburban,Bachelor,1670824800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,a972145b-c302-41f5-9a87-3fff8678f915,no_churn,0.6817478,1,churn,0.221730625030016,-0.0042190901423055,0.0886567031860886,0.132358026906309,0.0511819567160819,0.142775101698167,0.0375712982930417,-0.0231800170300175,Male,52,No,Yes,Disabled,Rural,College,1670824800
40,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,a6894b47-868b-41f7-858a-ab746b1cb8bc,churn,0.30449474,1,churn,-0.0774586847413138,-0.0070417075563091,-0.0418541113548235,0.121196684750576,0.0834529955078869,0.0479542360368032,0.0842680357327935,-0.0395435977416673,Male,77,No,Yes,Employed,Rural,Doctor,1670824800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,1375048c-97bc-4285-95b2-e1a371cb05c9,no_churn,0.57371914,1,churn,0.198098165985449,-0.0022423958407671,0.0399407974750192,0.108168263400021,0.040922159594329,0.131911000257219,0.0454484093995597,-0.0308162685423121,Female,52,No,Yes,Employed,Urban,High School or Below,1670824800
9,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ea05e45d-756b-48e3-a644-11c28df00817,no_churn,0.7285512,0,no_churn,0.0931419392919724,-0.0042524476381368,0.0093168234424956,0.134765877088084,0.0673825444167687,0.102633219834661,-0.0275712879004822,0.0166682923426105,Male,55,Yes,Yes,Employed,Suburban,College,1670824800
42,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ff644fbb-80ab-488e-babd-a596868aa709,no_churn,0.55331945,0,no_churn,0.0111702992840582,-0.0027896328309361,0.0960206477897008,0.174579188721254,0.0748652462538575,0.0861590503106708,-0.0112937014234739,-0.0077372474534422,Female,79,No,Yes,Employed,Suburban,Bachelor,1670824800
5,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,25e68ddd-d46c-4ca1-8a23-83c5fc08d261,no_churn,0.31115922,0,no_churn,0.124392449909346,-0.0041795735006962,-0.0342068411274976,-0.0912350174679432,0.0009084871694722,0.0828074537895554,0.0280612594057674,-0.0416315214316819,Female,33,No,Yes,Unemployed,Urban,College,1670824800
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1424e18b-d8c3-4986-b53b-6637cc3eb0b1,no_churn,0.3764664,0,no_churn,-0.0884118291544928,-0.0022407766319702,0.052542001416632,-0.0099640085516512,0.0116840919439073,0.0920214692919762,-0.0123601977661473,0.0500721482521476,Male,20,Yes,Yes,Employed,Urban,College,1670824800
2,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,19d7982e-2c79-425f-bf5e-8ec30bb54e34,no_churn,0.08423381,0,no_churn,0.157776731648783,-0.0040536577289094,-0.0015933732033045,-0.0519963355010077,0.0444443974141722,-0.0393143896284254,0.0365481091138008,-0.025813821382826,Male,62,Yes,No,Employed,Suburban,High School or Below,1670824800
14,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4ab48fd0-ad07-4a3c-9342-723cf8c1830c,no_churn,0.39040104,1,churn,0.0929909901812334,-0.0072997354672315,0.0262600090026171,0.217969485789927,0.142249634593354,0.0973151874375253,0.0176282636610721,-0.0204733150930405,Female,31,No,Yes,Unemployed,Suburban,Master,1670824800
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Disabled,5152a93f-c2b8-4322-a5cd-b676a77a7e3e,no_churn,0.5919913,1,churn,0.0332936248768601,-0.0040658072478072,0.0340061577204687,0.0461720021264318,0.0387189537614995,0.095330044303314,-0.0609923799112766,0.0035422859293885,Male,38,No,No,Employed,Urban,Master,1670824800
68,Yes,No,Low Speed,Expired,Two year,<80hrs,Active,c3ae5829-0b8b-4ff0-828a-ab65e03e4994,no_churn,0.012177155,0,no_churn,-0.0730602268522125,-0.0031179961192538,-0.0210805203841209,-0.0206494167009896,-0.0441016578073049,-0.121366850004551,-0.0138682900533513,0.028218805482229,Female,70,No,Yes,Employed,Suburban,College,1670824800
6,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,b7d8b1f9-7068-4cb8-9897-c691008066cc,no_churn,0.1037973,0,no_churn,0.0973011212184883,-0.0018894438590723,0.0087170521158714,-0.0773559394056792,0.0139947155809022,0.0817236589249023,-0.0107189278017176,-0.0128348616186485,Female,49,No,No,Employed,Urban,College,1670824800
24,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,35896932-2271-42e9-9dad-87b0e01a110d,no_churn,0.061159145,0,no_churn,-0.0607712954602175,-0.010770643443684,-0.0879203831070844,-0.0325465735708894,0.0119067182423896,0.0535046163339029,-0.0040344032635039,-0.0152275187821942,Male,75,No,Yes,Unemployed,Urban,Bachelor,1670824800
9,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,f28f5ce2-2c68-46ca-aa78-c8fd97af4cd8,no_churn,0.5007253,0,no_churn,0.152824760396779,-0.004403525240159,0.0072383896195242,0.183181037021568,0.0802745398239676,0.10239866023283,0.0078498109831252,0.0076101803467645,Female,70,Yes,Yes,Employed,Suburban,Master,1670824800
17,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,abfcf084-bb08-44a2-9fe1-a3ef7b8ab4de,churn,0.5754375,1,churn,0.0639123521694182,-0.0053357171063544,-0.0113019326330322,0.0979851564933415,0.0013011833065502,0.0901797578798414,-0.0252976104361732,0.0108942990147625,Male,24,No,No,Disabled,Rural,Bachelor,1670824800
71,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,02d50b9a-97bd-4c26-8187-da2e3e057009,no_churn,0.009715333,0,no_churn,-0.280373411915552,-0.0107661988215841,0.0137685384017595,0.058672073278858,0.0169353832901606,0.0436027314483226,-0.0130403227491115,-0.0578249450976363,Male,48,No,Yes,Employed,Suburban,Master,1670824800
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,25e17350-9446-4b18-9482-1ad48181aa78,no_churn,0.24425973,1,churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Female,41,No,Yes,Employed,Suburban,High School or Below,1670824800
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,d64ba186-2041-400f-9a66-77f1aa767529,no_churn,0.59307206,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Male,33,Yes,Yes,Employed,Rural,Bachelor,1670824800
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,67208d2d-3b17-47ba-9c39-45368e872253,churn,0.076044954,0,no_churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Female,41,No,No,Unemployed,Suburban,College,1670824800
9,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,b0ffa595-ddee-499c-bd39-648445b7a51e,no_churn,0.34433228,0,no_churn,0.123011151381943,0.144181687825849,0.0857540125928426,-0.018612298232415,0.0637248903570798,0.154212283656125,0.0612655148511748,0.0639366178377713,Female,56,Yes,No,Employed,Suburban,College,1670824800
50,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,ff7473c3-4d5e-4616-a711-e6b1349ce198,churn,0.31893235,0,no_churn,-0.166026928904907,-0.0050470102949839,0.0352991686633322,0.0157723489146519,-0.0312303126800452,0.0371586251137432,-0.0333847415924901,-0.0015673013026389,Female,68,Yes,Yes,Disabled,Suburban,College,1670824800
5,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,386da784-aaa7-4aaa-838e-ea4d2d4c3100,no_churn,0.12665229,0,no_churn,0.117633106566182,-0.0068988249398353,-0.0863231740838227,0.011929766246767,0.0845268657639826,0.0958974944484589,-0.0090458364405276,-0.0176384017124473,Male,39,Yes,No,Retired,Suburban,College,1670824800
42,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,a6800970-bab2-49fa-abde-345829a45e01,no_churn,0.55331945,0,no_churn,0.0111702992840582,-0.0027896328309361,0.0960206477897008,0.174579188721254,0.0748652462538575,0.0861590503106708,-0.0112937014234739,-0.0077372474534422,Male,41,Yes,Yes,Employed,Suburban,College,1670824800
36,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,26bcde9e-3731-4e1c-a078-6ac825191036,no_churn,0.0244997089999999,0,no_churn,-0.0814694938966022,-0.0065954861749924,-0.0076327276498159,-0.081752615447549,-0.0639719199819774,0.0462689877710181,0.0407327577219985,-0.0246056537640106,Female,68,Yes,No,Employed,Suburban,Bachelor,1670824800
46,Yes,No,Fiber optic,In_Store_Support,One year,<80hrs,Active,ffa7ee46-d879-4387-a4c3-d817bde7e83a,no_churn,0.23789787,1,churn,-0.167558636374579,-0.0035607897116642,-0.007392126601162,-0.0191404964570256,-0.0277950527215216,-0.0477037791802104,0.0502855733063734,0.0438391564850462,Female,76,Yes,No,Employed,Suburban,High School or Below,1670824800
69,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,08ddd78f-920b-49b6-9807-ae216f01e6b6,no_churn,0.12959902,0,no_churn,-0.0628118655841171,-9.90324781741947e-05,-0.0306699967583881,0.141264215175179,0.0961826463076067,0.0097489132490954,0.13433029607857,0.0830286816539955,Female,53,No,No,Employed,Urban,Master,1670824800
17,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6ff16598-9c36-473b-a673-a229b4c0c007,churn,0.5754375,1,churn,0.123856062082941,-0.0018477949427324,-0.0478142203778224,0.126845815955458,0.0628455631326505,0.0952333559620638,-0.0087092657100038,0.0002613061342708,Female,64,No,No,Employed,Rural,Bachelor,1670824800
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,3388c8be-f5a2-404a-b209-c8999fafefb4,no_churn,0.027957741,0,no_churn,-0.159862597691208,-0.0072325238335724,0.0171346534238,-0.0883512337166576,0.036606262714813,0.0278109667601165,-0.0545181886330283,-0.0006134894245406,Male,71,No,Yes,Unemployed,Suburban,Bachelor,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,bf640d23-cb84-4fd0-969c-ea186822ee97,no_churn,0.30501375,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,42,Yes,No,Employed,Suburban,High School or Below,1670824800
59,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,78bd6f7e-e930-4b56-9631-e1fee430091e,no_churn,0.0076585759999999,0,no_churn,-0.0563904846522382,-0.015022500413961,0.0394051445695913,0.0109874601748197,-0.0109992312636495,0.0708343709961445,0.0695062285628319,-0.0423471378198155,Male,59,No,No,Employed,Suburban,High School or Below,1670824800
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,85c332c0-54c6-4626-a93c-54b70f7bbe67,no_churn,0.0372983,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Male,55,No,No,Employed,Suburban,College,1670824800
72,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,3d46a32d-982a-4b35-b138-745296edf068,no_churn,0.017010072,0,no_churn,-0.0912177563772456,-0.0038812265070009,0.0095089991606164,-0.0430636026810952,-0.0155388340930858,-0.175716339369319,0.0220519282530494,0.0288306800459395,Female,20,Yes,Yes,Unemployed,Suburban,Master,1670824800
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,dc437115-59b0-4bab-9b9d-e4f646975232,no_churn,0.5095267,1,churn,0.0080663246513404,-0.0030039026274062,0.0642956467267504,0.0965039606102163,0.0834742642284527,0.0489549965449032,0.0594814609300738,-0.0242237471914904,Male,54,No,Yes,Unemployed,Suburban,Bachelor,1670824800
67,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,f414c179-2a7c-48cf-b82c-425f397909df,no_churn,0.014644376,0,no_churn,-0.0794300420698709,-0.002581624397626,0.0091073485001652,-0.0383821816807176,0.0180459457671167,-0.158896913096833,0.031490651803906,-0.0219507662140676,Male,62,No,No,Employed,Urban,High School or Below,1670824800
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,c9fc75f6-1de5-4f83-9a36-7a93e609225f,no_churn,0.67501426,1,churn,0.111892381697536,0.0895098888992197,0.0410628599970095,-0.0322056580717662,-0.0220504044867311,0.126278235160557,0.106244647374697,0.0509085730384686,Female,45,No,Yes,Employed,Suburban,Bachelor,1670824800
52,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,666d3389-b036-4a7d-96fa-5bfac17d3c49,no_churn,0.2139103,0,no_churn,0.0260903288368717,0.0002344974311199,0.0020519414992304,0.0825524510530885,0.177319479153011,0.0874233753196131,0.105767923774947,0.112867186491276,Female,79,No,No,Employed,Suburban,Bachelor,1670824800
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,d5a7b6e9-583f-435a-a9a0-94a511e0c11d,no_churn,0.4733485,1,churn,0.0964674609493158,-0.0095369318437587,-0.0299701369280228,-0.0911917863148846,-0.0747973458853812,0.0679234690160774,0.0488482703095905,0.0532308507104971,Male,79,Yes,No,Employed,Suburban,College,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,aa685784-658a-4492-899b-f0a29d43c7f8,no_churn,0.19062278,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,32,Yes,Yes,Employed,Urban,Bachelor,1670824800
42,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d30bc9d3-ee37-4261-a72e-6f481616ff2c,no_churn,0.3840441,0,no_churn,-0.159862597691208,-0.0072325238335724,0.0171346534238,-0.0883512337166576,0.036606262714813,0.0278109667601165,-0.0545181886330283,-0.0006134894245406,Male,27,Yes,No,Employed,Suburban,Bachelor,1670824800
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,81f3d869-3e54-4494-b4c8-30d22ce3c436,no_churn,0.68587357,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Female,22,No,Yes,Unemployed,Suburban,Bachelor,1670824800
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,009a86a9-97d3-47c9-b0cb-a895e3a4711b,no_churn,0.009889684,0,no_churn,-0.283783776925193,-0.0040295426215379,0.0157024707477148,-0.0014713764324642,0.0097179887520451,0.0279633050031316,0.0050232836877557,-0.0243023502400228,Female,73,No,No,Employed,Suburban,High School or Below,1670824800
24,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d4e13eb5-5473-485e-a291-ce3976c502f3,no_churn,0.008171728,0,no_churn,-0.0651736469987145,-0.0096398965295884,-0.0168223975858018,-0.0628947683500473,-0.0345260902340851,0.057126600454394,0.006907579636163,-0.0240035320403103,Female,72,Yes,No,Disabled,Suburban,College,1670824800
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,163c864b-8634-47e1-9fb4-e9bd875c2006,no_churn,0.07346713,0,no_churn,0.0098651907612566,-0.0055342349703823,-0.0381432730491496,-0.052609427145021,-0.0034480243653706,0.0749400758921001,0.0708875375218394,-0.042756720000857,Male,28,Yes,No,Employed,Suburban,College,1670824800
68,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,4d4ba44e-5ad0-4bd6-80da-deb0c5a6d5a0,no_churn,0.07116745,0,no_churn,-0.0302191148710926,-0.0039772358775735,0.0939550547251383,0.0860987027524242,0.0277340365516374,0.0567652309162713,0.0954721952018007,0.0913116496723159,Male,68,No,Yes,Employed,Suburban,Master,1670824800
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,aec70388-cee5-4bd7-8022-7fee6c1946f7,no_churn,0.14194816,0,no_churn,0.0990503902300588,-0.0099537040328868,-0.0597374438038514,-0.0637070127855622,-0.006297743111445,0.0657984773687803,0.0234888722842697,-0.0222336881775118,Female,61,Yes,Yes,Employed,Suburban,Bachelor,1670824800
6,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b4e78dd1-7d1e-469c-804f-f7bfbd770c43,no_churn,0.38698643,0,no_churn,0.0574912890272298,-0.0144474043417494,0.0129017890127033,-0.0213108273295392,0.0155913659743828,0.0695147481760068,-0.0435310112321349,-0.0347122887291152,Female,56,No,Yes,Employed,Suburban,Master,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,bb20e84c-c673-4797-8eb9-2c4f9e81f7b7,no_churn,0.30501375,0,no_churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,41,No,Yes,Unemployed,Suburban,College,1670824800
1,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,ee374b22-e476-4cef-a554-0d632ee32f87,no_churn,0.75485796,1,churn,0.247844968991767,0.0800776000690166,0.0039510245507426,-0.0045074627318354,0.0206369678468217,0.140728267204768,-0.0111058699101613,-0.0087746526237424,Female,49,No,No,Employed,Suburban,High School or Below,1670824800
72,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Active,0adb70fe-6ecd-48fe-a3f5-21036c4e86ce,no_churn,0.017010072,0,no_churn,-0.104024582147113,-0.004738203342672,0.0010354240293872,-0.0349604795285176,-0.0273190360815806,-0.13029976374964,0.0069497263521088,0.0243307611147747,Male,49,No,Yes,Medical Leave,Rural,Master,1670824800
56,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,f7106dda-b921-41a7-ba29-184da2384b23,no_churn,0.008938703,0,no_churn,-0.101839110360615,-0.0190004038323968,-0.0401635025672476,-0.0343195677613948,-0.0825414195889607,0.0224214354814557,0.0069664954320342,-0.020550078506094,Female,55,No,No,Employed,Urban,High School or Below,1670824800
10,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e8382163-921f-409d-9ba7-c8ea704656f5,no_churn,0.6369366,0,no_churn,0.0566288997614447,-0.0088086683983783,-0.0595739431882793,0.127964334052813,0.0325801774599676,0.0664459054132203,-0.0216807742933997,0.0032472898130254,Female,23,Yes,Yes,Unemployed,Suburban,Bachelor,1670824800
71,Yes,No,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,35bcd074-71f3-4542-969f-0e0f07f3cf23,no_churn,0.0023285989,0,no_churn,-0.0953430115480387,-0.0039498067560634,-0.0269826347605158,-0.0166361770713956,0.0145536520390578,-0.131686857621598,0.0294875900497936,-0.022611763884397,Female,27,No,Yes,Unemployed,Urban,High School or Below,1670824800
59,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,53dd092a-553e-4c9b-9dfe-34ce2ca5cd8b,no_churn,0.04651158,0,no_churn,-0.0763949399051671,-0.0029465906706172,0.0067025651063886,-0.0115970511696468,0.0293642436427944,-0.178263168948324,0.0217905720778617,-0.0276817828063212,Male,38,No,No,Employed,Suburban,Bachelor,1670824800
66,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,0441310e-b188-4234-8964-73d9d1947b78,no_churn,0.24145268,0,no_churn,-0.0694772056565625,-0.005561523901706,0.0208933072593617,-0.0194624579481114,-0.0976658872446842,0.0405295566746008,-0.0207560353256121,0.0424740930856205,Male,43,Yes,Yes,Employed,Suburban,Doctor,1670824800
6,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1fa8da1b-2122-4136-99b2-807c0074ac87,no_churn,0.689612,1,churn,0.144129896893937,0.0005290555140527,0.0058620645078553,0.187830471257603,0.0640624971910801,0.0929461783622582,0.0106660118664422,0.0053524384262527,Male,27,No,No,Unemployed,Rural,High School or Below,1670824800
18,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,939a3ae6-ad61-4038-8b3c-aca3c10db17c,no_churn,0.013119918,0,no_churn,-0.0767506106914515,-0.0105153501791573,-0.0594588717657097,-0.03644979876477,-0.0872859677938322,0.0310297607453685,0.0240750819777895,-0.033670395419449,Male,39,No,Yes,Employed,Rural,High School or Below,1670824800
56,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,bd76ab9d-27a5-48d3-9f07-2357f15f0561,no_churn,0.09334409,0,no_churn,-0.156766694515873,-0.0055121653605965,0.0065896638121012,-0.0056370207042346,-0.0749064274893771,0.0308742247313875,-0.0011874098781845,0.0308530113880806,Female,21,No,Yes,Medical Leave,Rural,Master,1670824800
67,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,ce4495e4-4860-433c-aa71-e9c3ed6ca464,no_churn,0.014644376,0,no_churn,-0.132479043638014,-0.0028439925928432,0.0363981129135527,0.0269295751359959,0.0701456308418892,0.0787595358312864,0.032477488588197,-0.0214134566608845,Male,29,Yes,Yes,Employed,Suburban,Bachelor,1670824800
39,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,fefad40d-5c7e-471b-94df-74da8842527c,no_churn,0.60841686,1,churn,0.0068671680266425,-0.0039617921407989,0.0647256851066049,0.11838711268314,0.0293489526087705,0.10351954245366,0.0060046167158725,-0.0239174365719736,Female,41,Yes,No,Employed,Rural,Doctor,1670824800
20,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,c5cffaf0-37d1-4dd4-9828-ec045c51aeb8,no_churn,0.42144087,1,churn,-0.0906244289899996,0.0747704387930662,0.0147558706979361,-0.0290101229130596,0.006004753703246,0.0840879493854208,0.0861452031804401,-0.0451558125675183,Male,28,No,Yes,Disabled,Urban,Bachelor,1670824800
42,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,06c3e8d6-a266-40f3-ad0f-3daa6d6017bb,no_churn,0.55331945,0,no_churn,0.0301025287757329,-0.0027680270872588,0.107060293036102,0.211640454055778,0.0929045171190227,0.108430538940202,0.0013407932733571,-0.0077372474534422,Male,39,No,Yes,Medical Leave,Rural,Bachelor,1670824800
4,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,9a17e272-1ba3-4233-bea6-019345b13ead,no_churn,0.67501426,1,churn,0.106561530055017,0.0392377668477684,-0.0113290185611231,-0.0338343627448603,0.0166041778407361,0.128911393284852,0.0601868481110932,0.0210521807592067,Female,24,No,No,Employed,Rural,High School or Below,1670824800
18,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,ed0b94e8-90ea-479d-8019-add1b0add06c,no_churn,0.07333171,0,no_churn,-0.0917790070774754,-0.0092112641903804,-0.0600734765741071,-0.0707524896959512,-0.0057982339660338,0.0321769321237479,-0.0327164973224717,-0.030872114806425,Female,46,Yes,Yes,Medical Leave,Suburban,College,1670824800
11,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,e7ea74e4-751f-4e74-adb0-ab5807b65c4c,no_churn,0.14769161,0,no_churn,0.011833150146499,-0.0040268673095852,-0.0097129216495886,-0.062379157348696,0.0079262183576793,-0.0824715551900771,0.0250384655391371,-0.0252334831551979,Female,48,Yes,No,Employed,Suburban,High School or Below,1670824800
41,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,3cba1798-29a9-427a-889f-540a2a4806b7,no_churn,0.3764664,0,no_churn,-0.0491889071624473,-0.0030385020516041,0.0618267542780449,0.0955020419789798,-0.0031347064969577,0.0404926568725295,0.043106093434726,0.0654084199115459,Female,79,No,No,Unemployed,Rural,High School or Below,1670824800
50,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,05b51e0d-a5a5-40ed-95cd-c535f97f27bb,no_churn,0.31893235,0,no_churn,-0.111281755252112,-0.0025206669673934,0.0170315610250145,0.0818652263688454,-0.0220772416924774,-0.168665473755264,0.0476645854716389,0.0397909461505332,Female,25,Yes,No,Employed,Rural,Bachelor,1670824800
70,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,e906c4b9-7000-4f02-9274-2620f1efbdd7,no_churn,0.34929776,1,churn,-0.0259054156087586,0.000431054314431,0.0852029966385453,0.10782959624994,0.11279925124054,-0.0147467561561097,0.0701980673625075,0.115165063068307,Female,72,Yes,No,Unemployed,Urban,Bachelor,1670824800
45,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,f1b142a4-eb8a-4221-b2c6-c5488b659a1f,no_churn,0.0090622969999999,0,no_churn,-0.0512484130996927,-0.002123180804192,0.0262200821515216,-0.0192966273224738,0.0474061599934611,-0.187458583728239,0.0629670255982819,-0.0354926156625879,Female,31,No,Yes,Unemployed,Suburban,Master,1670824800
13,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,79352f01-e630-49bc-b369-b16fa316c7e1,no_churn,0.7068473,1,churn,-0.0279727289079482,-0.0166714605450761,0.0093771331718653,-0.0839610011485228,-0.150685626808727,0.0369273880962373,-0.0646816762815524,0.0386418191355005,Male,62,No,Yes,Medical Leave,Suburban,College,1670824800
29,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,b1de4b15-5662-4c07-b2b9-13fcaba91902,no_churn,0.1790615,0,no_churn,-0.0928202721802972,0.0554440018403329,0.0153239439770186,-0.0864453987280921,-0.0888933718772295,0.0640550146502027,0.027004122663302,-0.0346941897394208,Female,76,Yes,No,Employed,Suburban,Bachelor,1670824800
44,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,277e37d8-c199-4988-9139-0e01e43981d7,no_churn,0.19640233,0,no_churn,-0.147455259317185,-0.0064363022448378,-0.0511944854222201,0.0688682762521057,-0.0159302792899325,0.0106192829902465,-0.0029592766753376,0.0254618911623947,Female,44,Yes,No,Employed,Suburban,Master,1670824800
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,77efe038-fa58-4e16-99c0-99205c50f015,no_churn,0.076044954,0,no_churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Female,21,No,Yes,Employed,Suburban,Master,1670824800
13,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,2ef77e27-25a2-4da4-8e69-fff72f20dff9,no_churn,0.030232973,0,no_churn,0.0042391789559997,-0.0052540841807785,-0.0200343370963037,-0.0794099121178987,0.0152405641299083,-0.058514676516188,0.0346850022017952,-0.0299778852891449,Male,78,No,No,Retired,Rural,High School or Below,1670824800
56,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,d43566fd-16bc-4e07-8e50-a735e1e0e4ec,no_churn,0.09334409,0,no_churn,-0.156766694515873,-0.0055121653605965,0.0065896638121012,-0.0056370207042346,-0.0749064274893771,0.0308742247313875,-0.0011874098781845,0.0308530113880806,Male,23,Yes,No,Medical Leave,Suburban,College,1670824800
59,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,dd564ae4-264d-401e-a1c2-eacf9eb2a337,no_churn,0.0076585759999999,0,no_churn,-0.0563904846522382,-0.015022500413961,0.0394051445695913,0.0109874601748197,-0.0109992312636495,0.0708343709961445,0.0695062285628319,-0.0423471378198155,Female,28,Yes,No,Retired,Suburban,College,1670824800
1,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,1deed2b9-e7f3-4b48-ae03-6f080e652114,no_churn,0.28846085,0,no_churn,0.190801404553567,-0.0102321295457295,-0.0729763602386628,-0.0580526402113537,-0.0349252722206165,0.0818922959656447,-0.0143868093284436,0.0017966516738852,Male,77,Yes,Yes,Employed,Suburban,High School or Below,1670824800
3,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,ff3bddfc-7801-4b2b-8a1f-e286f4c7507c,no_churn,0.5071732,0,no_churn,0.0977174407723623,-0.0071242013012306,-0.0074302085502677,-0.135349259404138,-0.0635937542232204,0.0793566541574364,0.0642231336664735,-0.0423815123470922,Female,50,Yes,Yes,Medical Leave,Suburban,Bachelor,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,589965e5-8c6a-47e6-8550-b5209945ff7a,no_churn,0.0019187479,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Female,48,No,No,Unemployed,Urban,Master,1670824800
24,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,38920186-98b5-48ed-92a0-19a95f57e369,no_churn,0.008171728,0,no_churn,-0.0373621898813144,-0.0057635922578992,0.0119738790030078,-0.0366588059782225,0.0126831951385247,-0.129057338474413,-0.0415402826214176,-0.0433010167137672,Male,44,No,Yes,Unemployed,Suburban,College,1670824800
66,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,aab8ad11-3f96-4e54-ba4f-fef09fbad1e9,no_churn,0.1258831,0,no_churn,-0.0960585975953199,-0.0027979559823506,0.0338261646031151,0.0383701421557998,0.0928929642774346,0.0853465908188445,0.0074691949892076,0.0461753511729057,Male,61,No,Yes,Employed,Suburban,Bachelor,1670824800
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,38fb8c2b-a282-4930-953f-c7d8cd293153,no_churn,0.43219227,1,churn,-0.0103734011788765,-0.0014476280681628,0.101715700001314,0.162570260320972,0.0383122053145143,0.0986145671201302,-0.0354629624543849,0.0181989562767557,Female,74,Yes,Yes,Employed,Suburban,College,1670824800
4,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,7c85360c-a9f1-4ebd-aed8-42b073a1a07f,no_churn,0.42814422,1,churn,0.180155157942281,0.0017270769333117,-0.0387425006451303,0.0475350049988264,0.0838537503055522,0.139718244270753,0.133194823730646,0.113532289669856,Female,51,No,No,Employed,Suburban,Bachelor,1670824800
45,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,18cf8ce4-57a0-4ad2-9f38-8c1516eaee30,no_churn,0.0090622969999999,0,no_churn,-0.0960527640704822,-0.003388383315314,0.0055657564355806,-0.0407304829380245,-0.0241619456120679,-0.108372288146966,0.0128021103720675,-0.0146881558944915,Female,53,No,No,Employed,Urban,Bachelor,1670824800
19,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Disabled,9d82f713-92c3-43c1-bde1-0ed31d3c5da1,no_churn,0.18758826,0,no_churn,-0.0732661326861762,-0.0048141757029043,-0.0760861940895119,-0.0214801906652792,-0.122250814707768,0.0388703521421393,0.0365774749451429,-0.0265764704190405,Male,69,No,Yes,Medical Leave,Rural,Bachelor,1670824800
72,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,df9c5229-a526-427e-8abf-ad5ba30d35f4,no_churn,0.0268080629999999,0,no_churn,-0.148707585894608,-0.0030895318019611,0.0213795176129042,0.0485587216151907,0.0057341774724318,-0.248071561228499,0.0257621806994302,0.0294079305678315,Male,63,Yes,Yes,Employed,Suburban,Bachelor,1670824800
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,425ad51e-0a34-4518-b78c-26859d6a6cfe,no_churn,0.67501426,1,churn,0.111892381697536,0.0895098888992197,0.0410628599970095,-0.0322056580717662,-0.0220504044867311,0.126278235160557,0.106244647374697,0.0509085730384686,Female,63,No,Yes,Employed,Urban,Bachelor,1670824800
34,Yes,No,Low Speed,Expired,One year,0hrs,Disabled,dd521057-edcb-4101-ad62-7d5d035ce36d,no_churn,0.059402958,0,no_churn,-0.0407371712037229,-0.0031975988689737,-0.0440780104574423,-0.0476755152605574,-0.0068595499257571,-0.0584965245900002,-0.0326455089078126,-0.0353362735958353,Female,70,No,No,Employed,Suburban,Master,1670824800
69,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,a8765d92-17a1-4e94-b3ba-c0b3110133bf,no_churn,0.0120420139999999,0,no_churn,-0.0962836186775166,-0.008432849112246,-0.0274927267812927,-0.0613688695751852,-0.060531187483989,0.0319145383073373,0.0017276721248299,-0.028559110658075,Male,49,Yes,No,Employed,Rural,Bachelor,1670824800
72,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,ebcc6e55-b0d4-4d57-9b9b-d73bd5505e4a,no_churn,0.24425973,1,churn,-0.0565659155623643,-0.0003203646040128,0.0659608505339701,0.13248365632764,0.10934073885885,-0.0115742768115023,0.0886113987544604,0.103037766263042,Female,75,Yes,No,Retired,Rural,College,1670824800
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,9c0ed902-dc5e-4ccb-b57e-d29f33b66d72,no_churn,0.62016493,1,churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Male,40,No,No,Unemployed,Suburban,High School or Below,1670824800
68,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,ccd34393-1e62-4e0e-a319-bd821baefece,no_churn,0.012177155,0,no_churn,-0.103687303656516,-0.0010441383267971,-0.0508313362616536,0.0183481738302543,0.0882881035239188,0.0920425196987707,0.0590956291457223,0.0949050576178342,Male,64,No,No,Unemployed,Suburban,College,1670824800
10,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,ac26ae97-a1c0-415a-953a-5c54c5f05095,no_churn,0.6369366,0,no_churn,0.0857351404851669,-0.0080426752641142,-0.0210193567613896,0.189802044808112,0.0119837255227321,0.0813216935474883,0.050780831492002,-0.0140359629365957,Male,40,Yes,Yes,Employed,Suburban,College,1670824800
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,93323c75-fe00-4e73-bdcb-5985c85342a2,no_churn,0.20565183,0,no_churn,0.131043403310182,-0.0014488531249662,-0.0328240256561366,-0.0122002035719606,-0.0288972631801152,0.0931618566164979,0.13635379728642,0.0857851421542682,Male,43,Yes,Yes,Employed,Suburban,High School or Below,1670824800
5,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,60e04f84-0f3d-45af-9ec2-8c17b4a52075,no_churn,0.12665229,0,no_churn,0.135377543430332,-0.0026558289902641,-0.0245626760019604,-0.058988818468988,-0.0391852180599289,0.0681141875599405,0.0856302114752452,-0.0527319292430911,Male,54,No,No,Employed,Suburban,College,1670824800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c4eb2c3c-c0bc-4e65-b031-a2f50fa6ba76,no_churn,0.028360784,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,43,Yes,Yes,Unemployed,Suburban,College,1670824800
16,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,bb6b1577-b48d-4894-950b-92cc62878db1,no_churn,0.015351475,0,no_churn,0.157133581690359,-0.0013732387013078,0.0155370777812458,-0.0355487688770335,0.0420574553028564,0.10073681381763,-0.0218702778422721,0.0099837509890676,Male,69,No,No,Unemployed,Suburban,College,1670824800
29,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,7f85841c-44ed-412b-8256-c33a4150c726,no_churn,0.1790615,0,no_churn,-0.0928202721802972,0.0554440018403329,0.0153239439770186,-0.0864453987280921,-0.0888933718772295,0.0640550146502027,0.027004122663302,-0.0346941897394208,Female,80,Yes,No,Unemployed,Suburban,College,1670824800
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,67c7a867-dbfe-4bf5-ac91-a4560809d12f,no_churn,0.42675036,0,no_churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Female,49,Yes,Yes,Retired,Urban,Bachelor,1670824800
10,No,No phone service,Medium Speed,Expired,Month-to-month,0hrs,Disabled,6f747dc4-8aaf-4a65-9396-96b6dcad48b1,no_churn,0.2560203,0,no_churn,0.0955873963980093,0.160596668938051,0.0545383645526908,-0.0371619914202801,0.0046857149864217,0.125718650313729,-0.0032083991160016,-0.0097825463428034,Male,25,Yes,No,Unemployed,Suburban,Bachelor,1670824800
32,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,273716d2-35b1-4135-ada2-04be22caec8b,no_churn,0.3296341,1,churn,0.0128137571960905,-0.0027888440618517,0.10348516787345,0.026010138436759,0.0873424871081624,0.0670561465376249,0.0713464070084592,0.0488474886083167,Female,61,No,Yes,Disabled,Suburban,High School or Below,1670824800
3,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,ff9d3574-e480-41d1-a8f8-1f1b306cf865,no_churn,0.54541755,0,no_churn,0.0865695604485608,-0.0132601143903229,-0.0693687205296373,-0.0896763896526317,-0.068190593627105,0.0552095637962065,-0.0275763850435396,-0.0175563023868107,Male,24,No,Yes,Employed,Suburban,Bachelor,1670824800
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,7481cddc-94a5-461f-8e2e-38f5f1b7e853,churn,0.44335246,1,churn,-0.0634125084837978,-0.0022066248627743,0.0826718063028693,0.0327516462524999,0.115029134651622,0.0911286794654006,0.0684214315396093,0.0865902925056616,Male,58,No,No,Unemployed,Rural,Bachelor,1670824800
58,Yes,No,Medium Speed,Expired,One year,100hrs+,Disabled,8cac5951-dbad-470d-8b84-d177a3a84c91,no_churn,0.059026804,0,no_churn,-0.0753512159640649,-0.0037662048870333,-0.0051947378334625,0.0029547941924693,-0.0538769377375683,-0.0246890264276498,0.0268515504689457,-0.0259543715382096,Male,58,No,Yes,Employed,Suburban,High School or Below,1670824800
62,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Disabled,7e1050c8-235b-4c19-8d36-7cb0a7603ecb,no_churn,0.009164239,0,no_churn,-0.108257491659424,0.0056033061235757,-0.0032461105101174,-0.010611607315659,0.0213169038865635,-0.131831020950467,0.031193182973875,-0.0231933143235619,Female,54,No,Yes,Disabled,Suburban,High School or Below,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,584fdd33-e5a8-4624-978b-589d071f870f,no_churn,0.002163703,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Female,56,Yes,No,Disabled,Suburban,High School or Below,1670824800
25,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,87f22ad0-3798-44cc-8ba2-16c6df528772,no_churn,0.3928699,1,churn,-0.084319085521256,-0.005082094372974,-0.0929680792323597,0.10780117525348,0.0027005998587446,0.0475674235502265,-0.0110334250700907,-0.0033355168715934,Female,55,No,No,Employed,Rural,College,1670824800
23,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,dbdc3f24-d411-4336-b119-7765ed42d5d5,no_churn,0.4245001,0,no_churn,-0.160180592605489,0.0654728015431783,0.0211477085366277,-0.0271784294827489,0.003195594449171,0.0550185299142594,-0.0514006154642606,-0.0151011503493919,Female,73,No,Yes,Employed,Suburban,College,1670824800
1,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,91e69a7b-1910-4637-9270-dac6474238d7,no_churn,0.5693701,0,no_churn,0.212381826603769,0.106935583123504,0.0373480583016498,-0.0115876957389446,-0.0251311521842762,0.15849374376281,-0.0284609405608807,-0.0069572197996694,Female,71,No,Yes,Employed,Suburban,Bachelor,1670824800
26,Yes,No,High Speed,Expired,Month-to-month,<50hrs,Active,823f0041-9944-4f93-8cb3-86bf0fbfbeb2,no_churn,0.14107001,0,no_churn,-0.0448566702805146,-0.0082808875246337,-0.0742477151445018,-0.0038455506650643,-0.0382558587147468,0.0760744415657609,0.125777380378076,0.0611087126221173,Male,74,Yes,Yes,Employed,Suburban,Bachelor,1670824800
6,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,aea94971-610a-4318-9e01-f6bc5b6cadfa,no_churn,0.16056308,0,no_churn,0.0509802516434047,-0.006939366949191,-0.0352585743762574,-0.105443664472696,-0.0150205544225173,0.0631321748811387,0.0800939078406554,-0.0472369912878457,Female,23,Yes,No,Employed,Rural,College,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,c159fac4-be60-4df3-a9c9-15c0bac311cf,no_churn,0.19062278,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,33,Yes,Yes,Employed,Suburban,High School or Below,1670824800
69,Yes,No,Fiber optic,Expired,One year,<50hrs,Active,f3806cbd-886d-453d-9300-7aa8fe951f3b,no_churn,0.12959902,0,no_churn,-0.164446736465543,-0.0033971586781262,-0.0762705205173551,0.0671386607465137,0.0070400757129755,-0.0276202571430985,0.0317517705729369,0.0492780145993492,Male,46,Yes,Yes,Employed,Suburban,Bachelor,1670824800
17,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,f69d4125-091d-41ee-bab6-97a2303b69cb,no_churn,0.038392477,0,no_churn,0.0457803265804977,-0.0083474802665296,-0.0264886424187443,-0.130950312977639,-0.0584110605831665,0.0613959094263191,0.0244706188837881,-0.0339755091452207,Male,32,Yes,No,Employed,Suburban,College,1670824800
10,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,669505f9-651d-4ce8-bddd-2947e01db50f,no_churn,0.12538879,0,no_churn,0.0240904600890098,-0.0143050814346497,-0.0522158663678146,-0.0630333940426317,-0.0319684073081953,0.0448167998606095,0.0447010808452432,-0.0336242844809385,Male,36,No,No,Unemployed,Urban,High School or Below,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,2a9be61a-8170-4792-ae83-1d93adf556e9,no_churn,0.30501375,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,50,No,No,Unemployed,Suburban,High School or Below,1670824800
29,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,15471967-1336-4ba4-863b-342356bbd162,no_churn,0.1790615,0,no_churn,-0.0928202721802972,0.0554440018403329,0.0153239439770186,-0.0864453987280921,-0.0888933718772295,0.0640550146502027,0.027004122663302,-0.0346941897394208,Male,77,No,No,Medical Leave,Suburban,Bachelor,1670824800
65,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,513ac8c5-d101-42f8-bde0-4cd08947408f,no_churn,0.44139734,1,churn,-0.0161751409202042,-0.0047043360198586,0.0620745945123417,-0.021361570772533,-0.0045184817748395,0.0799103445104719,0.0707706642096309,0.0749777766485567,Male,35,No,Yes,Retired,Suburban,High School or Below,1670824800
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4d9f7314-dd4f-46a5-a854-5a3bca3f5855,no_churn,0.8767425,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,77,Yes,No,Employed,Rural,High School or Below,1670824800
31,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,9c57d1f2-f629-4449-a08a-b5975a0c452f,no_churn,0.49362025,0,no_churn,-0.133486299648584,-0.0112620638645603,0.0066177651413454,0.0753918833570423,-0.0313655181088779,0.0638984361216898,0.014231571806431,-0.0569090682391834,Female,56,No,Yes,Unemployed,Rural,College,1670824800
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Disabled,0e16f56a-e96e-4066-9cfa-80b2d4e14300,no_churn,0.2560203,0,no_churn,0.124944856752199,0.0852106392724908,0.0308881590504552,0.0110047192836464,0.0604099440898699,0.104546906575356,0.062001691316309,-0.0280330640118381,Female,74,No,No,Employed,Urban,Doctor,1670824800
1,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,3e049b3a-f5f6-42dc-a1e2-009c71d19bc0,no_churn,0.62016493,1,churn,0.275060712189984,-0.0040392542262998,-0.0045722980242089,-0.0770527052787611,0.0601031619050445,0.130569151952432,0.0911560134951651,-0.0612687219177223,Male,51,Yes,Yes,Disabled,Suburban,High School or Below,1670824800
19,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,7b3658cc-6275-431b-a721-7e683e789450,no_churn,0.18758826,0,no_churn,-0.0428422468682401,-0.0049224544271055,-0.105846467401298,0.102728071266465,-0.0475665950181246,0.0432084003151976,0.0401490727860436,-0.0332672631267996,Female,56,Yes,Yes,Employed,Suburban,High School or Below,1670824800
28,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,79fb4890-f64f-418e-9127-5af7d0b39153,no_churn,0.48777607,0,no_churn,-0.131362940409572,-0.0113957658162326,-0.134035446108101,0.0515845031986282,-0.027005837400793,0.0175622677514729,0.0004470667944042,0.0085133322252841,Male,35,No,Yes,Employed,Suburban,High School or Below,1670824800
24,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,baba3116-b9f6-4511-8efe-877fdaa5347a,no_churn,0.43655297,0,no_churn,0.0092175073403541,-0.0068718339386759,0.103327903454101,0.145728318546253,0.0149012880136615,0.1141840681536,0.0274298493572632,0.0680567549483566,Male,65,Yes,No,Unemployed,Suburban,High School or Below,1670824800
67,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,cb53488a-f346-49f4-9c6e-69351699a989,no_churn,0.014644376,0,no_churn,-0.0521356937235759,-0.0034981809095188,0.0107682865940842,-0.0534359772687457,-0.0054827429300348,-0.116793694524549,0.0380319162470914,-0.0252300657695013,Female,78,No,No,Unemployed,Rural,Bachelor,1670824800
29,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,68f05644-c60a-47d9-9ff5-f03adb315035,no_churn,0.1790615,0,no_churn,-0.0331427935801571,0.0827983366419994,0.0304865499975812,0.0409631728409249,-0.0372186730066278,0.0858190256423654,-0.0005597943829707,-0.0117275261277291,Male,50,Yes,No,Employed,Urban,Bachelor,1670824800
66,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Active,75598a65-76df-40b8-9309-413fd5ae7c9f,no_churn,0.21763842,0,no_churn,-0.0539172699676692,-0.0011462557519553,-0.0147245322939306,-0.0298948902816391,0.0352701169180818,-0.126373611763879,0.0404663422410703,0.0512939489450309,Male,22,Yes,Yes,Unemployed,Suburban,College,1670824800
44,Yes,No,Fiber optic,Expired,One year,100hrs+,Active,1505c0e4-93fa-4d3e-a58f-5a5712cd51d0,no_churn,0.19640233,0,no_churn,-0.0597643843162404,-0.0007365959597518,-0.0387217223920743,0.138552648603945,0.109912691464851,0.0740163615254277,0.0757312033812195,0.0919836494115225,Male,72,No,No,Employed,Rural,Bachelor,1670824800
56,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,fe052084-fc5f-4112-b2f0-ce58b5da5fee,no_churn,0.09334409,0,no_churn,-0.178631929936023,-0.0113410519712124,0.0219643619467751,0.0302522130761281,0.010993027675222,0.0243456140408943,0.0120793054603927,0.0313123077650379,Male,28,No,Yes,Disabled,Suburban,College,1670824800
11,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,cc34c12f-9a65-42bf-bc12-22c4bca5dc5f,no_churn,0.088051744,0,no_churn,0.0292864235228989,-0.0126673236160422,-0.0254823114281862,-0.095286433872734,-0.0635399076838257,0.0508610619187766,-0.0139591962095437,-0.0071818231066754,Female,50,No,Yes,Employed,Urban,High School or Below,1670824800
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,d5c56f22-3468-4188-ba78-1615eea11e2d,no_churn,0.42814422,1,churn,0.111175628086942,-0.0115928268577044,-0.0746532264484267,-0.0790876155886962,-0.0658957762260433,0.0512340617872814,-0.122812632290788,0.0326062357614591,Male,64,Yes,No,Employed,Suburban,Master,1670824800
14,Yes,Yes,High Speed,Expired,Month-to-month,<50hrs,Active,421915d3-f059-4d0c-899f-131d47894e3d,no_churn,0.6460278,1,churn,-0.0374809927891237,-0.0131860690864232,0.0340101805921222,-0.0936857887779388,-0.113862229740653,0.0275716379210371,-0.0022285441849362,0.0298356542601686,Female,80,No,No,Employed,Rural,Bachelor,1670824800
15,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,ae1b1056-6f51-4c48-a53d-fd49b84040bd,no_churn,0.034975212,0,no_churn,0.007295377094515,-0.0039987422966078,-0.0474758144928637,-0.0609246231197903,0.002353125289137,-0.0884913139212767,0.0639099416303906,-0.0316941015432166,Female,64,No,Yes,Unemployed,Suburban,College,1670824800
11,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,a49402aa-2d49-4138-bc06-106e3e59e812,no_churn,0.57622576,0,no_churn,0.154132320039516,-0.0047335867802394,-0.0204578701891478,0.195981127789055,0.120570781375136,0.0951386819790423,-0.0328818551147742,0.0170853660470311,Female,32,Yes,No,Disabled,Suburban,College,1670824800
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,17ef6715-37fd-40e6-b45d-447ee1b5d097,no_churn,0.0372983,0,no_churn,-0.123008917067182,-0.0039109395217565,-0.0577266919569365,-0.0991172958550759,0.0255001042524236,0.0365460714270739,0.0334276545966713,-0.0297361365063716,Female,68,No,No,Employed,Suburban,Bachelor,1670824800
1,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,f45cfb6b-e5aa-4571-b7ff-b75162f0c716,no_churn,0.62016493,1,churn,0.234564731249557,-0.0041205985653687,-0.0150903734984422,-0.0495169935819831,0.0768078520372,0.131015651013877,0.0906585424937293,-0.0613192733727191,Male,68,Yes,No,Employed,Suburban,High School or Below,1670824800
40,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,7a8f162b-05eb-4422-9d7a-33627c2e6045,no_churn,0.46215537,1,churn,-0.107359644722565,-0.0170388580567487,0.0360046891369074,-0.0673159288212264,-0.0018325474938683,0.0624582265085246,-0.0072379616049511,0.0392958742793962,Female,65,No,No,Unemployed,Suburban,High School or Below,1670824800
72,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,4bb20202-da21-4756-91ea-abe60814b821,no_churn,0.004808609,0,no_churn,-0.130232597949598,-0.0050749381221976,0.0344202048666556,-0.0074128812916023,-0.0041893442024593,0.061305110279045,0.0964555410460889,-0.0642972452301455,Male,76,Yes,Yes,Employed,Suburban,Master,1670824800
68,Yes,No,Fiber optic,Expired,One year,100hrs+,Active,a5fc3e80-fd52-4c31-8eb1-34c110523221,no_churn,0.2550594,0,no_churn,-0.195954061038556,-0.0029396986240317,-0.0617294523500822,0.0386015481590402,0.0171017190057682,-0.0566382431432975,0.0277584848347396,0.044773550987702,Male,44,No,Yes,Unemployed,Urban,High School or Below,1670824800
11,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,bc4ebde8-d1e5-4146-9c9f-a9b82da3299c,no_churn,0.20736423,1,churn,0.0409611513602158,-0.0112133815295055,-0.0368197340261122,-0.0756493289688478,-0.0773666585944556,0.0400740496652269,0.0079735512424849,-0.0079728100557258,Male,43,Yes,Yes,Employed,Urban,College,1670824800
68,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,b652efcf-a4a7-41da-a356-b2ee9163f3e8,no_churn,0.012177155,0,no_churn,-0.0957992671674583,-0.0056090139217485,-0.122299899309546,0.0093390323641142,-0.0609161286084781,0.035411583129171,0.0420752371924572,0.0487723052871297,Female,56,No,Yes,Unemployed,Suburban,College,1670824800
59,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ac782672-6350-44aa-8829-5c416d0a777a,no_churn,0.11799645,0,no_churn,-0.263122160874645,-0.0118712258736741,0.0238128185359346,0.0705609387995173,-0.0159574432707268,-0.0003617428329107,-0.0213163019600142,-0.0307710335525735,Female,37,No,No,Employed,Rural,High School or Below,1670824800
42,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,ca9ae9c8-6cf8-4f81-a6bc-e36e83b2d700,no_churn,0.3840441,0,no_churn,-0.0957739396964098,-0.0062173188682936,0.0463674441212697,-0.0803758530379855,-0.0039592716940205,0.0604964755803939,-0.0142644790900885,0.0407007913613233,Male,45,No,No,Employed,Rural,High School or Below,1670824800
22,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,bbcabc95-0ae7-4e57-a7e9-cecc11bcfe16,no_churn,0.28600138,0,no_churn,-0.097056566252495,-0.0066632091225983,-0.114418741488007,0.0446971374930217,-0.048910145664031,0.0014140616854456,-0.0026878682273672,-0.0104008196018185,Male,29,No,No,Retired,Suburban,High School or Below,1670824800
70,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,a205d742-13e9-48d5-bfda-23cf962bf110,no_churn,0.08885912,0,no_churn,-0.134843459240838,-0.0064589778081608,0.0012189227083445,0.0773979771954145,0.0097742743152412,0.0280962912838822,-0.0220912754805385,0.0578800956341456,Female,52,No,No,Unemployed,Suburban,Bachelor,1670824800
53,Yes,Yes,High Speed,Expired,One year,100hrs+,Disabled,6e3cca67-6b12-4f31-9a8f-f56ec09cd160,no_churn,0.058569357,0,no_churn,-0.0315953089084814,2.10006893394166e-05,0.0392520482779127,0.0060827266411342,-0.002862271532449,-0.0137000140913096,0.0996654508922802,-0.0458897809847258,Male,52,No,Yes,Unemployed,Suburban,High School or Below,1670824800
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,db6222d4-3e7d-4d6a-b245-8be40c0fb7ef,no_churn,0.03430673,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Female,26,No,Yes,Employed,Suburban,College,1670824800
65,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,7fda368f-19a0-4053-8487-a2d48321b1ac,no_churn,0.029972484,1,churn,-0.103498584386289,-0.0119619171044541,-0.0402125854388941,-0.0373618723098479,-0.0863072231574005,0.0315741535211236,0.0029655329562046,0.0257763431476814,Male,47,No,Yes,Employed,Rural,Bachelor,1670824800
68,Yes,No,Fiber optic,Web_Chat_Support,Two year,100hrs+,Disabled,9ba3c336-e3c9-403e-9295-275c58736916,no_churn,0.019385826,0,no_churn,-0.119353292159103,-0.0030130053360699,-0.027028595755346,0.0075176522123911,-0.0028921670724594,-0.123653333251805,0.0174818453555417,-0.0180852566334033,Female,25,No,Yes,Unemployed,Urban,College,1670824800
39,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,7c5d071a-a0d4-4fa4-838b-5ef3df8b34ec,no_churn,0.045156825,0,no_churn,0.0436251537489533,0.1448536664525,0.063924123426691,0.0058517119423686,0.0239950302798388,0.117064161408994,-0.0284178321632907,0.0165064073904068,Female,53,No,No,Employed,Suburban,High School or Below,1670824800
31,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,066937bc-cb4f-4c04-baea-69832ee068b4,no_churn,0.15179804,0,no_churn,0.0809937926191605,0.0936826150990327,0.0480074349374444,0.0567978410444448,0.085574273534421,0.156789646066641,-0.0041706604053797,0.0132989149492004,Female,52,No,Yes,Employed,Suburban,High School or Below,1670824800
43,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Active,c8a46e67-87a7-4eab-b93d-f21b1b724d77,no_churn,0.30589876,1,churn,-0.125450137048183,0.018509835441273,-0.019901715244996,-0.023677725458765,-0.0723323308823273,0.0461215084486138,0.0021799043883038,0.0355245085491696,Female,35,Yes,Yes,Medical Leave,Suburban,Master,1670824800
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,679965ca-8787-4fa6-83da-92c417eda7fb,no_churn,0.24425973,1,churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Female,77,Yes,Yes,Employed,Suburban,College,1670824800
64,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,3358d1c4-79d2-4bfa-b671-891d99bbda3f,no_churn,0.13598026,0,no_churn,-0.184667654447958,-0.0148014672587487,-0.0275389763915882,0.0144498694157118,0.0393628961642934,0.0749924185569761,0.0483384928716805,0.0608382697649176,Male,38,Yes,No,Employed,Suburban,Bachelor,1670824800
38,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,3bd0cba3-deae-44ca-995a-b4c8f1bffcc2,no_churn,0.41200855,0,no_churn,-0.0602700724017177,-0.0045673823711513,0.0030952543977491,-0.048640772646263,-0.0141611269542318,0.0789441667173832,-0.0190031079650998,0.0283626052028557,Female,25,No,Yes,Employed,Urban,High School or Below,1670824800
13,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,f1ed628d-e7a4-4c19-b913-d274b7944eef,no_churn,0.7068473,1,churn,0.0888902036110084,-0.0119351572880805,0.0777322264599115,0.005735337546821,-0.0286629106738746,0.0785533186676821,0.0944512546128862,0.0862095778304319,Female,34,Yes,Yes,Retired,Urban,College,1670824800
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,8bbe19fd-d8d1-41c8-ac7e-71efce974140,no_churn,0.1037973,0,no_churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Male,52,No,Yes,Medical Leave,Suburban,Bachelor,1670824800
4,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,40b37ac3-2612-46b1-9f68-01a3a5602b2f,no_churn,0.1685849,0,no_churn,0.189874822502325,0.0013663394520335,-0.0244556369804013,-0.015306150041024,0.01467786754205,0.103908652805831,0.0809166442223613,-0.0550748695035326,Female,33,No,No,Unemployed,Rural,College,1670824800
3,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,ec54c382-5f7a-4a47-9909-dc36fc61b529,no_churn,0.54541755,0,no_churn,0.092784729063901,-0.0071367288992587,-0.0634762322590495,-0.0545398742399947,0.0178162568600782,0.0868424493785732,0.0311899268204069,-0.0327867276559391,Male,71,No,Yes,Unemployed,Suburban,College,1670824800
63,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,54452733-99c0-4b37-a05b-7978ead9d5bb,no_churn,0.19384016,1,churn,-0.22663985636369,-0.002795194969367,0.0165110490090046,0.0339964938644698,0.0266588529863292,-0.0921706502669258,-0.0224133519925089,0.0328265070724228,Female,42,Yes,Yes,Employed,Suburban,Bachelor,1670824800
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,eb86c2bc-7bb0-4473-a114-f5403fc61100,no_churn,0.027957741,0,no_churn,0.0273155452860282,-0.0006459741052822,0.0928414587321003,0.0285324438645329,0.109344348336963,0.132555657544763,0.153134950058084,0.0578954327444626,Female,77,No,Yes,Employed,Suburban,College,1670824800
6,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,0142303b-2ee3-43d7-bbb2-35551a3d1adc,no_churn,0.16056308,0,no_churn,0.0509802516434047,-0.006939366949191,-0.0352585743762574,-0.105443664472696,-0.0150205544225173,0.0631321748811387,0.0800939078406554,-0.0472369912878457,Male,49,No,Yes,Employed,Suburban,College,1670824800
19,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ec285667-9890-4660-904c-d2c0849428c0,no_churn,0.009306108,0,no_churn,-0.0673715713231013,-0.008148359042716,-0.0535974326187988,-0.0802605418482289,-0.0648378984495684,0.0201569087362531,0.0121902380279334,-0.0271574957641223,Female,71,Yes,Yes,Medical Leave,Urban,High School or Below,1670824800
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,bcce254e-89c8-46e7-b0a0-cfef42b4e263,no_churn,0.1150455,1,churn,0.243484497049958,-0.0097718664878993,-0.038376145713355,-0.0015309613638601,0.013470020957684,0.109200712666589,0.0770397514317119,-0.0406419106034445,Female,65,Yes,Yes,Disabled,Suburban,Master,1670824800
68,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,a3f1dceb-5102-423e-8b9b-b4ea253ea33c,no_churn,0.01402738,0,no_churn,-0.0706718283902182,0.109350404389324,0.0625834034851823,0.0171859703285781,0.0086102057717562,0.116247749616005,0.0275701308074394,0.0100978211820711,Female,63,No,Yes,Employed,Suburban,Master,1670824800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,adf620b8-c2d9-4380-b0ba-930895821cdf,no_churn,0.60358584,1,churn,0.13098889359148,-0.0047742207904229,-0.0104654203238305,0.133858425256085,0.0191301803554597,0.127972461134032,0.0946526458727703,-0.0402082174426504,Female,21,No,No,Employed,Suburban,Bachelor,1670824800
17,Yes,No,Medium Speed,Expired,One year,100hrs+,Disabled,05b2401d-d073-4de3-9603-056b89da3d61,no_churn,0.038392477,0,no_churn,-0.0122726779735876,-0.0059761107679878,-0.0286286118719181,-0.076345765390065,-0.023752301255954,-0.0854172782080877,0.0305115968736026,-0.0271450025621288,Male,39,Yes,No,Unemployed,Urban,College,1670824800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,838bc94f-276b-4cb4-a16f-df069968517c,no_churn,0.034373436,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,32,Yes,Yes,Employed,Suburban,College,1670824800
6,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,4685a012-4748-402d-b300-2850add4b029,no_churn,0.38698643,0,no_churn,0.0085185611748238,-0.0067269986242899,-0.0152216367807704,-0.138500931735407,-0.0198222134496609,0.0670715948309225,0.0344529663247522,-0.0427974927193463,Female,39,No,Yes,Unemployed,Suburban,High School or Below,1670824800
39,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,405bdec6-45f8-4fa3-b8f8-22e32d5295dd,no_churn,0.045156825,0,no_churn,0.0586780755334257,0.10345652782592,0.0454661937187211,-0.001083986187541,0.0076595732794157,0.139138361016066,-0.0429024182557623,0.0355615285973817,Female,41,No,No,Unemployed,Rural,Bachelor,1670824800
36,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,9a589b2e-5831-4e4c-b895-0573815fbaca,no_churn,0.3428331,1,churn,0.0208820356349133,0.0011886998362751,0.0275133082721185,0.197652079734471,0.126635780441566,0.085198146590701,0.132343764874395,0.0195600373691013,Female,31,Yes,Yes,Unemployed,Rural,College,1670824800
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,ffea0d87-b1ff-44d0-8f8d-b51a67c6b742,no_churn,0.28846085,0,no_churn,0.208038285764192,-0.0048741749081091,-0.0432357871681915,-0.136473840620006,0.0061012976412348,0.116468713412114,0.0976406803153486,-0.0523811731958085,Male,75,Yes,Yes,Unemployed,Urban,High School or Below,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,41c2e3a9-da16-4f5e-a128-a216c6fad7df,churn,0.18611136,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,72,Yes,Yes,Employed,Rural,High School or Below,1670824800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,dbcc990c-b8b2-4066-a1b2-292a1cb0c035,no_churn,0.30501375,0,no_churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Male,47,Yes,No,Retired,Suburban,College,1670824800
31,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d501f028-545d-4617-a48c-196826ec716e,no_churn,0.49362025,0,no_churn,-0.079201835411095,-0.0064842987390875,0.0250979338893921,0.107025533787637,-0.0334029810027186,0.0843047901715635,0.0591081122335208,-0.061473404440203,Female,63,No,Yes,Employed,Suburban,High School or Below,1670824800
18,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,b2ec7ea7-0d5e-4ea1-b1cc-13e0c0637548,no_churn,0.07333171,0,no_churn,-0.0234256508698854,-0.0035481438176793,-0.035692508940092,-0.0032445084367282,-0.0011924957021074,0.0657775843575109,0.106563766005256,-0.05426419133757,Female,77,No,Yes,Employed,Rural,College,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,a306eea0-80a4-4f39-af28-aa803cebcbc3,no_churn,0.001981075,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Male,40,No,No,Employed,Urban,High School or Below,1670824800
1,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,d860b0d7-6aea-4a90-8df6-62a498d36d73,no_churn,0.8522017,1,churn,0.157231105836827,0.0288498065893145,0.0016955926367882,-0.0975769635010738,-0.0590355644406554,0.117901529298206,0.0363294657106234,-0.0382227048704316,Male,61,No,Yes,Employed,Suburban,Bachelor,1670824800
6,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,7a89b78c-deca-4e2f-adba-709fde748d2f,no_churn,0.1037973,0,no_churn,0.0348541935171761,-0.0056801069611537,-0.0234837116161179,-0.0619019900996681,-0.0628853525465638,0.0649956512176413,0.0148041464020207,-0.0168936470110384,Female,62,Yes,No,Employed,Suburban,High School or Below,1670824800
64,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,27204eb1-d1c2-4ad8-b08d-d3228d903d4a,churn,0.01776024,0,no_churn,-0.0599077268956625,-0.0029302398276377,-0.0191967339145776,0.0008037030114701,-0.0105381541115639,0.0472220692306837,-0.0006224655273581,-0.0038566028126842,Male,51,No,No,Unemployed,Urban,High School or Below,1670824800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,a3818511-4785-48a6-995a-f3e5e33357f6,no_churn,0.8767425,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Female,39,Yes,Yes,Unemployed,Rural,High School or Below,1670824800
10,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,0c5ddc1b-7723-407b-9155-a7c139866cdd,no_churn,0.12538879,0,no_churn,0.038059841230488,-0.0084654098310602,0.0010726833778699,-0.0346751015138579,0.0700500172406555,0.0848678620374357,0.110598544697605,-0.070534586343474,Male,36,No,No,Employed,Suburban,High School or Below,1670824800
7,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,7614d2ea-78f7-4c12-871e-b400f996960c,no_churn,0.012767095,0,no_churn,-0.0877869939274842,0.0042370564267639,-0.011052524048182,-0.0779999914436757,-0.0284653697380508,0.07329048478412,0.0236582291949798,-0.0349070415631467,Female,27,No,No,Employed,Suburban,High School or Below,1670824800
8,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f1884b1f-18bc-4586-a24f-02d7038ec1c4,no_churn,0.6410777,1,churn,0.125455537389271,-0.0024641382967274,-0.0394678256326369,0.0319658853516557,0.18821156566315,0.128618274900473,0.143263690580079,0.125390859564759,Female,58,No,Yes,Employed,Suburban,College,1670824800
22,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,cd0cd6c3-cb61-472d-869f-d53e6de3e97a,no_churn,0.23446901,0,no_churn,-0.148392230394493,-0.0074817409492152,-0.0915506867200656,0.0713721329099917,0.0277230563911325,0.0352787567408267,-0.0048765049802295,-0.0033846461931261,Female,74,Yes,No,Employed,Suburban,College,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,a0b822da-dcd7-417d-85c1-7d02a8a8e099,no_churn,0.2600784,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,22,No,No,Employed,Suburban,Master,1670824800
63,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,3c6eca94-f9df-4c4f-95a9-0542b0980a60,no_churn,0.009348769,0,no_churn,-0.128131460113818,-0.017458553505894,-0.0362862796545687,-0.034306001515979,-0.0690534030632989,0.0274884224121251,0.0143356872577533,-0.0156145638893121,Female,73,No,Yes,Employed,Urban,High School or Below,1670824800
70,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,1503eecc-1354-4d20-93c5-3a0ea0c249d8,no_churn,0.08885912,0,no_churn,-0.0219174142039492,-0.0037493667416492,0.0911754110809488,0.0878036852362492,0.029949182349128,0.0818019019503935,0.101683326520833,0.0957271253190265,Female,34,Yes,Yes,Employed,Suburban,Bachelor,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,1ab05c5a-b64f-42db-8f71-73bd6b8d2b42,no_churn,0.08423381,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,76,No,No,Disabled,Suburban,Master,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,79939f2a-d4bf-4362-b239-f007b85ddae8,no_churn,0.18611136,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Female,50,No,No,Employed,Suburban,High School or Below,1670824800
28,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,846e65f5-6d81-43cf-819b-1a8e174bc041,no_churn,0.11377532,0,no_churn,-0.0976887382504264,-0.0020694804373488,-0.0350628500877064,0.0562813080098385,0.0380716126229344,-0.0408669386981,0.056039140434259,-0.0470635376745758,Female,74,Yes,Yes,Employed,Suburban,Bachelor,1670824800
34,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,bfc778f2-eb18-4f14-998f-a5d83e616cca,no_churn,0.059402958,0,no_churn,-0.0534152783154422,-0.0054146818048684,-0.0748156406571251,-0.0730064905664312,-0.0566504402344071,0.0420098525776666,0.0214091564434056,-0.0191426298109854,Female,64,No,Yes,Unemployed,Urban,Bachelor,1670824800
25,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,8ead75bd-e283-4dd8-9b34-ff765537bf11,no_churn,0.026204877,0,no_churn,-0.0902750859430944,-0.0104029304854339,-0.0581967325783625,-0.033611529670361,-0.0724884420675152,0.0206340227570035,0.0043871464800486,-0.019072599947467,Male,35,Yes,No,Disabled,Suburban,College,1670824800
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,12bbc586-f7c1-49b9-928b-9abb73e30184,no_churn,0.17919357,0,no_churn,0.243484497049958,-0.0097718664878993,-0.038376145713355,-0.0015309613638601,0.013470020957684,0.109200712666589,0.0770397514317119,-0.0406419106034445,Male,29,Yes,No,Unemployed,Suburban,Master,1670824800
56,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,d5cd78ad-de9a-4bd7-a225-a2423f23f77e,no_churn,0.010555344,0,no_churn,-0.0764752733000295,-0.0070247606486918,0.0105080342196924,-0.0111649423810013,-0.0947141957616349,0.016333076107212,-0.0016430072142793,-0.0248450831079935,Male,65,Yes,No,Employed,Suburban,High School or Below,1670824800
11,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,fb576ece-363d-4ca5-a38f-e26e7bf7ec98,no_churn,0.088051744,0,no_churn,0.0559379855183306,-0.0070452160869535,-0.0136458682657485,-0.0862386682072792,-0.0688325363291733,0.0618197347841214,-0.0121429245918443,-0.0079728100557258,Female,42,Yes,No,Unemployed,Suburban,High School or Below,1670824800
1,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,7fe84021-0c4b-40eb-906c-5e512d8620b5,no_churn,0.8522017,1,churn,0.236458622225723,0.0295731653574512,0.0015449604094419,-0.151485723963042,-0.0114989398715533,0.129963564984673,0.0771354991231146,-0.0395580111963317,Male,34,No,No,Employed,Rural,Bachelor,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,7fa18065-ee05-4b91-8550-288581ad0ed3,no_churn,0.0019187479,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Female,34,No,No,Medical Leave,Suburban,Bachelor,1670824800
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,8da18633-2514-46fd-b889-bd03f856c56c,no_churn,0.6817207,0,no_churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,51,Yes,No,Retired,Suburban,Bachelor,1670824800
9,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,55bd1299-40b0-49a0-9a42-2e4fb37ad1a3,no_churn,0.60358584,1,churn,0.144358432549498,-0.0042459991464056,-0.028302731730655,0.10754190415917,0.114969064264296,0.0949426702552409,-0.0439718813030413,0.0316823952626418,Male,27,No,No,Retired,Rural,Bachelor,1670824800
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,f3753291-4b2a-4136-bdea-a2e96de09ad7,no_churn,0.22264187,1,churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Female,65,No,Yes,Employed,Urban,College,1670824800
71,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,8a8417e7-7f90-4eb0-8aec-ae26cc9db742,no_churn,0.009715333,0,no_churn,-0.190703736829382,-0.0092723336509152,0.0393615822463971,0.0726696347117558,0.0165980436963991,0.0612185163023923,0.082927087537173,-0.0578249450976363,Female,38,Yes,Yes,Employed,Suburban,College,1670824800
17,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,5f95915d-d3a4-4492-b073-b5063c8fc605,no_churn,0.57166964,1,churn,0.0639123521694182,-0.0053357171063544,-0.0113019326330322,0.0979851564933415,0.0013011833065502,0.0901797578798414,-0.0252976104361732,0.0108942990147625,Male,28,Yes,Yes,Employed,Suburban,College,1670824800
36,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,d43ecc4c-ed67-47a7-b203-cdef72db35de,no_churn,0.0244997089999999,0,no_churn,-0.0824858564536953,-0.0116641255717695,-0.0188077439840708,-0.0673216868283998,-0.0872536682731515,0.0362051322928528,0.0071269594056684,-0.0173251622817406,Male,68,No,No,Employed,Suburban,Bachelor,1670824800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ee7655d2-b23b-4f4b-aac6-712a4f840508,churn,0.4324978,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,58,No,No,Employed,Rural,High School or Below,1670824800
64,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,65a5d0cc-bd46-4520-8e9f-3360b191e2a3,no_churn,0.01776024,0,no_churn,-0.0599077268956625,-0.0029302398276377,-0.0191967339145776,0.0008037030114701,-0.0105381541115639,0.0472220692306837,-0.0006224655273581,-0.0038566028126842,Male,42,No,Yes,Unemployed,Urban,Bachelor,1670824800
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,0e94a935-7822-4578-ab6f-e563be268611,no_churn,0.5034542,0,no_churn,-0.0343338912030276,-0.002515880005958,0.111929494106771,0.113801255418748,0.0803658534970145,0.0748255753811008,0.0192466234427774,0.0576548202676713,Female,68,No,Yes,Employed,Suburban,College,1670824800
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0a8e288e-3020-4085-83ab-86638691c88a,no_churn,0.19384016,1,churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,68,No,Yes,Employed,Rural,College,1670824800
52,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,67b7849d-595e-42bf-8a59-f6e7c4d90feb,no_churn,0.2139103,0,no_churn,-0.106604297213344,-0.0067529924754489,-0.0244886710453101,-0.0578924895522504,-0.134334604727956,0.0295996484974784,0.0160289658399051,0.0254182882568966,Female,39,No,Yes,Unemployed,Suburban,Master,1670824800
3,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,83d394da-0a09-415a-9c34-a8a5f4d1280f,no_churn,0.5071732,0,no_churn,0.0977174407723623,-0.0071242013012306,-0.0074302085502677,-0.135349259404138,-0.0635937542232204,0.0793566541574364,0.0642231336664735,-0.0423815123470922,Female,48,No,Yes,Retired,Suburban,College,1670824800
16,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,1b32a425-8330-426d-b5e3-472ddafd3ad9,churn,0.35879147,1,churn,0.0778183339693077,-0.0054323897365975,0.0004184939197875,0.0009689521785094,-0.0713991612398422,0.0836476376025166,0.017213636000506,-0.0234164101105034,Female,68,No,No,Employed,Urban,High School or Below,1670824800
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,11c13f6d-bd10-4983-96da-73b5995e7f84,no_churn,0.6817207,0,no_churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,71,Yes,Yes,Employed,Rural,College,1670824800
9,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,66d30b3d-d1e8-41ba-8d87-b5f8803c3f60,no_churn,0.24115968,1,churn,0.0114112437199037,-0.0075012579987742,-0.0669878867050101,-0.0152361574548922,0.0542137943656234,0.0816244636833289,0.089164543118477,-0.0583772303896785,Male,59,No,No,Employed,Suburban,College,1670824800
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,cf8914ca-8795-418f-b115-483106509a1a,no_churn,0.4733485,1,churn,0.026527940913711,-0.0136582411151175,-0.0245949269878838,-0.094159296305288,-0.0734252554792328,0.0519458352781475,-0.0363944480733516,0.0347322413830897,Female,74,No,Yes,Employed,Urban,High School or Below,1670824800
28,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Disabled,181828a1-b9f8-4c1b-bec3-7614fa20e9f4,no_churn,0.11377532,0,no_churn,-0.0857950258894197,-0.0033205377299782,-0.0674286368022876,0.0081203009138516,-0.0085832791675784,-0.115515176810195,0.031405139952003,-0.0279089357661541,Male,67,Yes,No,Employed,Suburban,Bachelor,1670824800
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,83acbd16-3e48-4158-969f-2b589d3515ff,no_churn,0.1150455,1,churn,0.243484497049958,-0.0097718664878993,-0.038376145713355,-0.0015309613638601,0.013470020957684,0.109200712666589,0.0770397514317119,-0.0406419106034445,Male,35,No,No,Employed,Suburban,Master,1670824800
22,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,d005eecf-3053-45f9-bef4-df2396062ff8,no_churn,0.053950667,0,no_churn,-0.066587550187578,-0.0063726075667545,-0.0393380223095027,-0.0380250400328895,0.0354220960034854,0.0418561436652544,0.0603591903110555,-0.0463403600071433,Male,57,No,Yes,Employed,Suburban,Bachelor,1670824800
71,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Disabled,151eeab3-96c7-48a2-81b4-1fd51b6ae5bd,no_churn,0.009715333,0,no_churn,-0.153814240140182,-0.0027695243054586,0.0236676896983226,0.0145338862332755,-0.0148127276800232,-0.140367679055125,0.0591061755328792,-0.03123639930438,Male,80,No,Yes,Unemployed,Suburban,Bachelor,1670824800
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ea53d2be-e6a8-44e7-9db9-b7972da28c80,no_churn,0.37832397,1,churn,-0.0855074103487368,-0.0047453487979873,-0.0689333429359294,-0.0139092446822769,0.0671888745978685,0.0570603162150473,-0.0014632713713035,0.0612832766392784,Female,33,No,No,Unemployed,Suburban,College,1670824800
16,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,8167a7af-748a-4cad-ac06-cf672a4a4211,no_churn,0.015351475,0,no_churn,0.213694126338469,0.0029410523810656,0.0365936551672348,-0.0119275229177765,0.0783274029956191,0.128506498988454,-0.0004030433190109,0.0099837509890676,Female,43,No,Yes,Unemployed,Suburban,Bachelor,1670824800
64,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,6096ac97-a699-40e4-82ef-140aa83464f9,no_churn,0.13598026,0,no_churn,-0.1297246004916,0.0149982984739699,0.0236407414733685,0.0169419759409856,0.0109429819516299,0.0632523182157046,0.0682420235418567,0.072680110439951,Female,29,No,Yes,Retired,Suburban,Master,1670824800
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,6b08c5ed-428f-4653-8536-467771c920c5,no_churn,0.0017634731,0,no_churn,-0.0971028700043643,-0.0071924322667609,0.0029734244903147,-0.0237986078159792,-0.0244793877880874,-0.117479777514973,0.0122616580776684,-0.0142081610722107,Male,28,No,Yes,Employed,Rural,College,1670824800
16,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,b2c848d3-e780-4fc3-bbe6-f2d49fe2be1b,no_churn,0.35879147,1,churn,0.140726900001418,-0.0024738065583005,-0.012650391267125,-0.0438950137398387,0.0180038360540311,0.100286355326316,0.0106647672258259,-0.0071649821927076,Female,67,Yes,No,Medical Leave,Suburban,Bachelor,1670824800
52,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,08b6c798-2894-4f99-9f31-f4b072882cc8,no_churn,0.2139103,0,no_churn,-0.120374654952193,-0.0100420860153462,-0.039569097203348,-0.0205792067134098,-0.13810828560072,0.0238703916494523,0.0175618059661974,0.0282149811755516,Female,29,No,Yes,Employed,Suburban,High School or Below,1670824800
66,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,97a2a1c6-1887-48c7-b940-82dacf02095d,no_churn,0.21763842,0,no_churn,-0.0844991472046058,-0.0020245936918945,-0.0887757180276639,-0.0019093726858409,0.0244183634660294,-0.166802343668569,0.0444802183924366,0.0510864404998938,Male,52,No,Yes,Employed,Suburban,Bachelor,1670824800
4,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,da8f18d2-f0f7-47db-b54f-38561de3d678,no_churn,0.67501426,1,churn,-0.0073753344709393,-0.0979558540044945,-0.0656787207476099,-0.0353951560806945,-0.0389051512198511,0.0826582941961578,-0.0400024011795267,0.0162948393451551,Female,37,No,Yes,Employed,Suburban,Bachelor,1670824800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cf4a6628-3f9a-42e1-9e48-9bccdea2eb5d,no_churn,0.034373436,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,37,No,Yes,Employed,Suburban,Master,1670824800
44,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,ae81d810-b1ad-46da-8005-24e25004707b,no_churn,0.19640233,0,no_churn,-0.147455259317185,-0.0064363022448378,-0.0511944854222201,0.0688682762521057,-0.0159302792899325,0.0106192829902465,-0.0029592766753376,0.0254618911623947,Female,62,No,No,Employed,Suburban,Bachelor,1670824800
2,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,cfe7ae3d-fe7e-4b91-88f4-e6d72b3fc194,no_churn,0.60243183,1,churn,0.206350607529021,0.078453029015609,0.0074580326403611,-0.0115429856284345,-0.0124097515172888,0.15106341446065,-0.0151568006948491,-0.0096781943498081,Male,54,No,Yes,Unemployed,Rural,High School or Below,1670824800
65,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,8ae5ce9c-dc29-40a4-b10c-41c3a89a2476,no_churn,0.029972484,1,churn,-0.0942672689191386,-0.0120464272899334,-0.0586157286685011,-0.0191189168532582,-0.0902443966065584,0.0160944664155795,0.0275000467603604,0.0316720732408794,Female,75,No,No,Unemployed,Urban,High School or Below,1670824800
5,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,fdd2b79e-0ddd-4475-90d0-82bccdb8bcf4,no_churn,0.034376554,0,no_churn,0.054378939260714,-0.009407522810452,-0.050743293511332,-0.10667798669574,-0.0602769082896793,0.0278641400524338,-0.0056264122808534,-0.0190304192527401,Female,79,No,No,Unemployed,Suburban,College,1670824800
20,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,9dceaa30-5b64-4e2a-b860-e4df894aa13c,no_churn,0.42144087,1,churn,-0.176357723055712,0.005982986777717,-0.0137749304911722,-0.0574359858940624,-0.007003536564498,0.0539856852005232,-0.0372395360371319,-0.0271831120957085,Female,64,No,No,Unemployed,Rural,Master,1670824800
62,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,5490897d-7742-4401-b959-a3ee5750c653,no_churn,0.009164239,0,no_churn,-0.122543463185193,0.089242861659568,0.0363958129744151,-0.0758666280629586,-0.003956099484676,0.0806362249704579,0.0387221719252465,-0.0316570320183927,Male,20,No,Yes,Employed,Suburban,College,1670824800
36,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,4f310782-3a2d-4b51-8296-5693142486d0,no_churn,0.6398956,1,churn,-0.078038724941839,-0.0035514044055526,0.0532370288166021,0.111030745412027,0.004453135142221,0.0895253435857102,0.0184743334709674,0.0458433942137344,Male,76,Yes,Yes,Employed,Suburban,Bachelor,1670824800
45,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,1e8e41ba-cc6a-4513-82c0-8c60984d39f3,no_churn,0.0090622969999999,0,no_churn,-0.131935098126132,-0.0013631032080411,0.0432454356898597,0.0054913409459186,0.085153996473,0.0608488716860392,-0.0120894514416795,0.0023361436176855,Female,38,No,No,Employed,Suburban,College,1670824800
15,Yes,No,High Speed,Expired,One year,0hrs,Disabled,4cd7f704-7c14-41ce-9146-0278ef594d7f,no_churn,0.034975212,0,no_churn,0.0039125899082682,-0.0053468589413751,-0.0372946008696453,-0.0611485846829236,-0.0034555729500061,-0.110039534767675,-0.0239594884353209,-0.0316941015432166,Female,42,No,Yes,Unemployed,Suburban,College,1670824800
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,f2254471-0e4f-4b15-88fe-4f0ea55cf05f,no_churn,0.22264187,1,churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Female,71,No,Yes,Employed,Suburban,College,1670824800
57,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,94dbce5b-0c1c-4088-9a22-8d71c8613098,no_churn,0.039109908,0,no_churn,-0.0893639546426857,-0.0120731858731232,-0.0256137392351411,-0.0736810707509266,-0.0717538912244708,0.0294856880685438,0.0194694184610307,-0.0254954174741305,Male,79,No,Yes,Employed,Suburban,College,1670824800
72,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,3ba665b0-992e-4532-a9fe-35f38c840d2d,no_churn,0.012502061,0,no_churn,-0.08026169444272,-0.0067416882432735,0.0422210199508617,-0.0734727626356061,-0.0116532567371223,0.0758020653696712,0.0631884374414085,0.0652250619209371,Male,78,No,Yes,Unemployed,Suburban,High School or Below,1670824800
56,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,00b56608-3079-4c69-b9fa-a3d2e028999e,no_churn,0.010555344,0,no_churn,-0.0376731598526203,-0.0155373618390876,0.0324052872602624,0.0085737633356438,-0.0860623644218321,0.0591847479873649,0.0619819225071751,-0.0468989871449775,Female,52,No,No,Employed,Rural,Bachelor,1670824800
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,f2c6d604-3c0d-4593-8e61-28ecd7f8fb92,churn,0.5034542,0,no_churn,-0.0343338912030276,-0.002515880005958,0.111929494106771,0.113801255418748,0.0803658534970145,0.0748255753811008,0.0192466234427774,0.0576548202676713,Male,72,No,Yes,Unemployed,Rural,Bachelor,1670824800
59,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,7ebe400e-6811-45d5-9bce-803eb80c31d3,no_churn,0.21472886,0,no_churn,-0.0791921245359208,-0.0049552328050776,0.019692518093334,-0.0539415722778812,-0.0455552559182888,-0.109972099149127,0.0218855799250741,0.0430120346991043,Male,76,No,No,Unemployed,Suburban,College,1670824800
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,3697a370-443d-44db-8a08-7b5beb8c9136,no_churn,0.076044954,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,67,Yes,No,Employed,Rural,High School or Below,1670824800
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,becff750-fad2-42f9-89da-7292fb6a2f3a,no_churn,0.4733485,1,churn,0.026527940913711,-0.0136582411151175,-0.0245949269878838,-0.094159296305288,-0.0734252554792328,0.0519458352781475,-0.0363944480733516,0.0347322413830897,Female,75,No,Yes,Employed,Suburban,College,1670824800
47,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,9ea11469-1900-405a-aeca-f23d46c57427,no_churn,0.018514104,0,no_churn,-0.109303302278222,-0.0043388460086862,0.0331543794481422,-0.0662487435061484,-0.0350628181320644,0.0596282979058469,-0.0155289743421963,0.0386738555244301,Female,77,Yes,Yes,Unemployed,Suburban,College,1670824800
3,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,2eb7faa4-2b49-46cc-aedb-8a7bbf2efb46,no_churn,0.47375906,0,no_churn,0.10634822720328,-0.0064575589401101,-0.0675223508952513,0.102050112260549,-0.0310476827866023,0.0691274907199567,-0.0139313463727921,0.0055328519085014,Male,53,Yes,No,Unemployed,Suburban,Bachelor,1670824800
69,Yes,No,High Speed,Expired,Two year,0hrs,Disabled,25ad833a-1778-4b47-badd-a8bc51b1ff96,no_churn,0.008628122,0,no_churn,-0.0641658738203386,-0.0050009605098421,-0.0218904289713054,-0.0336939235990485,-0.0077252722030971,-0.105483856616975,-0.0116130462046112,-0.0194527903866492,Female,25,Yes,Yes,Employed,Suburban,High School or Below,1670824800
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e6b5b8c6-477c-427c-829c-f6e5930f19e4,no_churn,0.6817207,0,no_churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,56,Yes,No,Employed,Rural,College,1670824800
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,0c318ca8-7d2c-405e-9391-c40c821b4cf4,no_churn,0.59587,1,churn,0.0739809001272078,-0.0065462340905287,-0.0369972571093967,-0.0518906091660756,0.071678873703513,0.104230803614573,0.0318017795142986,0.0357155957359282,Female,56,No,Yes,Unemployed,Suburban,Bachelor,1670824800
6,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,6b4d99c7-1e44-40bf-b3f1-1f948a15cdca,no_churn,0.1037973,0,no_churn,0.0674010699436348,-0.0033982205392021,-0.0055909919869918,-0.100971030033056,-0.035976536249218,0.0495608404584209,-0.0157836889960981,-0.0070308821692378,Male,32,No,No,Employed,Urban,College,1670824800
32,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,886793cf-8b08-46e9-a911-b1c86c9fca8d,no_churn,0.3296341,1,churn,-0.098415300843626,-0.0022730150063216,0.0744117649368399,0.0002217606310478,-0.0259377018599479,0.0850863295620001,-0.0321380855714869,0.0177681004896112,Male,79,No,No,Medical Leave,Suburban,College,1670824800
31,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,fa0cdb58-f827-4567-b6a0-eef6642afbb7,no_churn,0.15179804,0,no_churn,0.125460474799324,0.0914497090889381,0.0514669126315584,0.082011110540252,0.116193046443732,0.174280598918135,0.0168130925292098,0.0132989149492004,Male,47,No,No,Disabled,Urban,College,1670824800
63,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,39a633be-4412-46e7-a079-956cb6507031,no_churn,0.078103825,0,no_churn,-0.0518825550577821,-0.0026047050117085,0.038101629626899,-0.0449718345599922,-0.0189777498883177,-0.0126703487013219,0.064792525579478,0.0491868880739184,Female,75,Yes,No,Employed,Rural,Bachelor,1670824800
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,db428ab1-bb54-4686-870c-fa309e59f68f,no_churn,0.011313354,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Female,29,No,Yes,Employed,Suburban,High School or Below,1670824800
68,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,ffc01fd5-d2e7-4ed3-ac87-858457327085,no_churn,0.01402738,0,no_churn,-0.17185518135163,0.0056098760640452,0.001797855397076,-0.0168294741511408,-0.129064874928476,0.0566187930113119,-0.0005751460870305,0.0252720014111582,Female,49,No,No,Employed,Suburban,High School or Below,1670824800
42,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,8f4b8380-f623-4733-889c-321bf65498d8,no_churn,0.3840441,0,no_churn,-0.0498386307922009,-0.00016057632527,0.0592606503689785,0.0522110535932552,0.0993403986707198,0.0200099656101701,0.126450273090286,0.0837007211124546,Female,51,Yes,Yes,Unemployed,Suburban,College,1670824800
16,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,c845fa19-dad9-4750-a223-6dfb74739df9,no_churn,0.20555744,0,no_churn,0.0530026585762789,-0.0023298264361073,-0.0268924113622051,-0.114496992747436,-0.0495687199627718,0.0797922209681564,0.0507773484653989,-0.030893759690025,Male,45,No,Yes,Employed,Suburban,College,1670824800
2,Yes,No,Low Speed,Expired,One year,<80hrs,Disabled,f5c4746a-7f25-4815-b509-14e1bc1cdfeb,no_churn,0.1150455,1,churn,0.135864250450122,-0.007089984985032,-0.0034381176456918,-0.081903711242212,0.0288459351125675,-0.0633624926381981,0.0155813358171508,-0.0283319722387204,Female,75,No,Yes,Disabled,Urban,High School or Below,1670824800
6,No,No phone service,High Speed,Expired,Two year,100hrs+,Active,8f7f0588-d4fc-4a1b-b114-8565bb1db560,no_churn,0.01743809,0,no_churn,-0.0093781916285433,-0.0151593417593539,-0.0231514542223158,-0.0440480767562439,-0.0297424109006078,-0.179760506630851,0.0119942404845733,0.0202195900514016,Male,32,No,Yes,Unemployed,Suburban,Bachelor,1670824800
62,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,7eb7b18d-7351-4b7e-9ff6-9208c70f4b45,no_churn,0.0036147817,0,no_churn,-0.141940953605917,-0.0165875696188231,0.0023413069917478,-0.0230850935787202,-0.0537707065347422,0.0375256007125608,0.0184433268265365,-0.0169520640292103,Female,31,Yes,Yes,Unemployed,Suburban,Bachelor,1670824800
28,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,3b8d2e8d-9993-4c38-8c85-01dafbd31b8b,no_churn,0.48777607,0,no_churn,-0.109913621807045,-0.0076464799985114,-0.135070130117729,0.0298455544537137,-0.0254450672758321,0.0195196830945678,0.0448460432914726,0.0248378668665463,Male,69,No,No,Employed,Suburban,High School or Below,1670824800
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,f0a6cc10-8264-43b9-bc94-05c1495e24fe,no_churn,0.47021747,1,churn,0.162497623858908,-0.0117147890030173,-0.0613047004447435,-0.149699251482834,-0.120470648540013,0.0824429920879083,0.0090344702953734,0.0568548175874821,Male,29,No,No,Employed,Suburban,Bachelor,1670824800
6,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,4a5eab17-eba4-4608-9de2-b455cd4fb9c6,no_churn,0.38698643,0,no_churn,0.104942766512627,-0.0046065637268657,0.0283410042625382,-0.0062077176111097,0.010638924681516,0.104366124839225,0.0919945825130889,-0.0550270163228196,Female,40,Yes,No,Employed,Suburban,Bachelor,1670824800
39,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,1b53f567-128c-4659-889a-6dca8c4c5cc5,no_churn,0.045156825,0,no_churn,0.0436251537489533,0.1448536664525,0.063924123426691,0.0058517119423686,0.0239950302798388,0.117064161408994,-0.0284178321632907,0.0165064073904068,Female,51,Yes,No,Unemployed,Urban,High School or Below,1670824800
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d952f52c-1b5e-4046-9dc6-e09d85b5596c,churn,0.4733485,1,churn,0.0695123709619929,-0.0027483264655165,-0.0768965450753103,0.0150031026797341,0.117922365799441,0.108416601871577,-0.0085695371844849,0.0337306438950781,Male,20,No,No,Employed,Suburban,College,1670824800
68,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,5c8cac3d-eba3-4569-bbb7-b4e080533e95,no_churn,0.07116745,0,no_churn,-0.0791174588075136,-0.0029556199648141,0.0389921960000356,0.0367701081412815,-0.128928997872563,0.0247297343338596,0.0456386249975912,0.0520119299029647,Female,47,No,Yes,Employed,Suburban,High School or Below,1670824800
50,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,16395d7a-12ae-4dac-b7a3-673dae37d75e,churn,0.31893235,0,no_churn,-0.201919251658965,-0.0016345376520621,-0.0047965479555205,0.0210249791818023,0.0034667807882942,-0.0912943542240464,0.0151577036720118,0.030969076762085,Male,75,No,No,Employed,Urban,Bachelor,1670824800
8,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,5306851e-6b7f-4306-9c6e-2f07bee10c7f,no_churn,0.54082525,1,churn,0.0938187858096171,0.1142478946135,0.0555316226255899,-0.0064889032258042,0.0145604726886585,0.135165640485066,0.0146664293870799,-0.0155280890597077,Male,76,No,Yes,Unemployed,Suburban,Doctor,1670824800
23,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,999393d9-b0d7-4da8-a701-981a6e38259a,no_churn,0.4245001,0,no_churn,-0.0616574895852909,0.134298872861937,0.0651414526517601,-0.0061012810875627,0.0577332648416813,0.123393347226083,0.111328760305587,0.0568369309627996,Male,41,Yes,No,Employed,Rural,College,1670824800
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2a4cb7fd-5699-4360-9442-c1c5a1472de7,no_churn,0.4641902,0,no_churn,-0.153138617179729,-0.0034752442458011,-0.0125569800078665,-0.0509181789791546,0.0092512464581523,0.0554958878417164,0.0259644406561346,0.0503512939823485,Female,54,Yes,No,Employed,Suburban,Bachelor,1670824800
17,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,236284bd-c842-41e1-89aa-d9b0177a51ac,no_churn,0.038392477,0,no_churn,0.0457803265804977,-0.0083474802665296,-0.0264886424187443,-0.130950312977639,-0.0584110605831665,0.0613959094263191,0.0244706188837881,-0.0339755091452207,Male,44,No,Yes,Unemployed,Suburban,Doctor,1670824800
12,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,cc1e39fa-b97e-4bf1-8f10-ce42027427e2,no_churn,0.6840025,0,no_churn,0.0974471740925128,-0.0067833613134462,0.0022728243762685,0.141536679807959,0.0813170594453822,0.100243217233547,-0.0348042324552079,0.0133556004322781,Male,38,No,Yes,Employed,Rural,Master,1670824800
18,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,6b2bdbbe-9a7f-40e3-a7f8-05ee3b180ebb,no_churn,0.013119918,0,no_churn,-0.0352737048930248,-0.0064267150605883,-0.0230161682502876,-0.016946982956706,0.0019554812416572,-0.103927155628699,-0.0371185752070414,-0.048272331950684,Female,51,Yes,Yes,Employed,Suburban,College,1670824800
64,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,1adff0ba-d1e2-42af-b242-42b5eececf1c,no_churn,0.01776024,0,no_churn,-0.118404110173396,-0.0108408525101185,-0.0169842375428379,-0.0516873623277842,-0.0652033538655632,0.0298945059244397,0.0021933710723169,-0.0179941126693393,Male,57,No,Yes,Employed,Suburban,College,1670824800
59,Yes,Yes,Low Speed,Web_Chat_Support,One year,100hrs+,Active,3df6a38c-057a-4a99-b6ff-2e47ecfeb3b9,no_churn,0.21829438,1,churn,-0.0750350753756538,-0.0011593611094212,0.0379640012046365,-0.0293491630239441,0.0536080471464447,-0.0692300550501931,0.0295883628858428,0.0729204256517186,Female,20,No,No,Employed,Rural,Bachelor,1670824800
10,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,41a508d4-602b-478f-9d29-5239b7b251f1,no_churn,0.12538879,0,no_churn,-0.0077149376199849,-0.0126379934545184,-0.024300636981743,-0.0947429782394101,-0.0013274076622838,0.051339507310904,-0.0221976270382583,-0.0336242844809385,Female,80,No,No,Unemployed,Suburban,Bachelor,1670824800
67,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,fa7786db-a486-40e4-859f-d08b696ae92c,no_churn,0.014644376,0,no_churn,-0.0521356937235759,-0.0034981809095188,0.0107682865940842,-0.0534359772687457,-0.0054827429300348,-0.116793694524549,0.0380319162470914,-0.0252300657695013,Male,65,No,No,Retired,Rural,Bachelor,1670824800
8,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,e790d7bd-6e26-4129-8958-9d0cd6c77f02,no_churn,0.3454867,0,no_churn,0.0219726062954032,-0.0164860180428149,-0.0652531626432482,-0.0783651821542844,-0.0674927188856054,0.0347148220566396,0.0163986494872369,-0.0182737633451142,Male,63,No,No,Employed,Rural,Master,1670824800
15,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Disabled,fe7c61c2-926a-42a0-851f-ea9d07accfe3,no_churn,0.034975212,0,no_churn,0.0153530693942775,-0.0055835833318815,-0.0439778898391705,-0.0112390120069812,0.0285532298735961,-0.17991690031577,0.0224781939473996,-0.0251932585445956,Female,66,No,No,Employed,Suburban,Bachelor,1670824800
16,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,0875451f-cc8b-484e-82af-dc5aa3b396a3,no_churn,0.20555744,0,no_churn,0.0530026585762789,-0.0023298264361073,-0.0268924113622051,-0.114496992747436,-0.0495687199627718,0.0797922209681564,0.0507773484653989,-0.030893759690025,Female,48,Yes,Yes,Disabled,Urban,Bachelor,1670824800
46,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,ee24bc25-d9c8-487a-8124-2be3b423c03b,no_churn,0.23789787,1,churn,-0.176782829786262,-0.0039714679548706,-0.0181688298181688,0.0215218111032845,-0.0705414543958068,-0.0622975961267729,0.0040028076743328,0.0372114072597833,Male,29,No,No,Unemployed,Suburban,College,1670824800
17,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,3f8dd6fd-4637-4dd5-85d3-1109d3ea20ef,no_churn,0.57166964,1,churn,0.123856062082941,-0.0018477949427324,-0.0478142203778224,0.126845815955458,0.0628455631326505,0.0952333559620638,-0.0087092657100038,0.0002613061342708,Female,48,No,Yes,Employed,Suburban,Bachelor,1670824800
63,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,4433c6f3-6454-4b5b-a934-a4223418717c,no_churn,0.078103825,0,no_churn,-0.121656601267659,-0.0048639926888427,-0.0007846362083728,-0.0266777458347223,-0.0963299774065672,-0.0611135628948159,0.0310327500749963,0.0313676130140584,Male,20,No,No,Unemployed,Rural,College,1670824800
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7325afc3-0e89-4adb-95a1-41eacfbb9aab,no_churn,0.034975212,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,66,No,Yes,Unemployed,Urban,High School or Below,1670824800
46,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,577ce4f2-4baf-4011-8ff5-111095c351d8,no_churn,0.4641902,0,no_churn,-0.162629721800322,-0.0054991025022172,-0.0304221439720458,0.0644425889353806,0.0041706007519496,0.0050496496038977,-0.0154297164027411,0.0212916925865101,Male,66,No,No,Employed,Suburban,College,1670824800
16,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,e7cdc5f2-1d9a-4ca5-8176-659ad6d4e1da,no_churn,0.015351475,0,no_churn,0.0281856030820927,-0.0026930746366269,-0.0206351980448107,-0.0425933216081284,-0.0070076334780242,-0.213403935855695,0.0131558203709482,-0.0140344107246801,Male,35,No,Yes,Employed,Suburban,College,1670824800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e9a1aa77-4f79-43b0-ac45-02b62d62dc9d,no_churn,0.5754375,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,60,No,No,Unemployed,Rural,College,1670824800
2,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,3d973da7-9573-47c1-9b1e-661ab8ad65cb,churn,0.1150455,1,churn,0.162580427318917,-0.0156204957234513,-0.0616718589915763,-0.0753858514878174,-0.041312670354473,0.0711336872139872,-0.0382770103953225,-0.0104102290346872,Female,50,No,No,Unemployed,Suburban,Bachelor,1670824800
65,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,0f645a4c-116d-4d45-a00f-67e3c4f9b596,no_churn,0.44139734,1,churn,-0.0161751409202042,-0.0047043360198586,0.0620745945123417,-0.021361570772533,-0.0045184817748395,0.0799103445104719,0.0707706642096309,0.0749777766485567,Male,60,No,Yes,Employed,Suburban,Bachelor,1670824800
68,No,No phone service,High Speed,Expired,Two year,<80hrs,Disabled,91fe5bfd-15ba-497b-ab5f-7f41cda079b8,no_churn,0.010468489,0,no_churn,-0.076725982059163,0.0270065166265067,0.0070515252239692,-0.0191170243653596,0.0036180994161804,-0.210574241306035,0.0119322697645156,-0.0122173168456902,Female,65,No,Yes,Unemployed,Suburban,Bachelor,1670824800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,6ace7392-5500-45de-81c0-ef9364333205,no_churn,0.6840025,0,no_churn,0.0525033615020583,-0.0019534712610766,0.0777729512317364,0.0412847967943798,0.0381662957391836,0.103606448738624,0.0470376703218244,-0.0258543311153243,Male,25,No,No,Unemployed,Suburban,Bachelor,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,bdcffad5-dc2b-4580-83eb-cddf6c6a3a0c,no_churn,0.18611136,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Female,35,No,Yes,Employed,Rural,High School or Below,1670824800
13,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,c8d42103-59d4-4600-aeb3-86742465ac76,no_churn,0.7068473,1,churn,0.0888902036110084,-0.0119351572880805,0.0777322264599115,0.005735337546821,-0.0286629106738746,0.0785533186676821,0.0944512546128862,0.0862095778304319,Male,64,No,Yes,Employed,Suburban,Master,1670824800
56,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,74588b9d-eec3-482b-b465-77f17db9bb18,no_churn,0.008938703,0,no_churn,-0.071059628148223,-0.017092407533928,-0.0550519124948914,-0.0500972264804841,-0.0923649435110201,0.03310816143181,0.0274879575052909,-0.0239561521444557,Male,31,No,No,Unemployed,Suburban,Bachelor,1670824800
71,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,2f3b50af-9ad7-4a10-b798-c60abb6348e0,no_churn,0.0023285989,0,no_churn,-0.122980337712979,-0.0162844402226437,-0.0278809985255611,-0.0448055877759361,-0.0544366606880794,0.0336251287663253,0.0150909293258337,-0.0213541853582137,Male,28,Yes,Yes,Employed,Suburban,Bachelor,1670824800
62,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,e7fa9c60-df20-4472-b76e-671aebc64caa,no_churn,0.0036147817,0,no_churn,-0.0829479617623837,-0.0048446544773469,0.0039146802759387,-0.0618540034928264,-0.0090113338046285,-0.112894806872264,0.0085051300073246,-0.0098932026407783,Female,29,No,No,Employed,Rural,High School or Below,1670824800
8,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c5cd089d-9ac8-4873-842e-74f111eec794,no_churn,0.6410777,1,churn,-0.0459332569694743,-0.0057210419442162,-0.110032725947026,-0.132559248980474,0.0308554732191805,0.057732930155139,-0.0943470801498779,0.0609787951122416,Male,65,No,No,Retired,Suburban,High School or Below,1670824800
71,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Disabled,ee441be8-b4df-4f93-ba7b-5581c89c96c4,no_churn,0.009715333,0,no_churn,-0.129390162598866,-0.0024687984480442,0.0272567436807503,0.0666784061496309,0.0468573369428622,-0.0718687071011254,0.0785161730651634,-0.0546071424768706,Female,27,No,No,Employed,Suburban,College,1670824800
18,Yes,No,Low Speed,Expired,Two year,100hrs+,Disabled,4867a2a1-0247-46ba-9eab-b3ce06d4abdd,no_churn,0.013119918,0,no_churn,-0.0292004620591842,-0.0049105290526495,-0.0298012122484033,-0.0346796956495245,-0.028190583890846,-0.112712000632373,0.0263799949211443,-0.0259116622106148,Male,48,No,Yes,Employed,Suburban,Bachelor,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,cd42b590-645f-4ae8-907c-1696170be131,no_churn,0.19062278,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Male,21,Yes,Yes,Employed,Suburban,High School or Below,1670824800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,229ff107-b74b-4231-82ab-37bbfadd2d2a,churn,0.5108418,1,churn,0.170392655184141,-0.0010668479285232,-0.0393373246228839,0.0725068279808329,0.0627293786719019,0.12810956535076,0.0855104036224793,-0.0372696025415871,Female,69,No,No,Disabled,Suburban,Doctor,1670824800
46,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,a43b68ea-ffcd-4089-8c66-fd6d8a64fbed,no_churn,0.4641902,0,no_churn,-0.121028234106489,-0.0022277016559382,-0.032414971614553,0.13381187942201,0.0683489116390865,0.0525715052020495,0.115807000023297,0.0561054629238697,Female,30,No,No,Medical Leave,Suburban,High School or Below,1670824800
52,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Disabled,64610c74-ee81-40a8-8ac5-23b4cf323bdc,no_churn,0.009144599,0,no_churn,-0.0742825570874993,-0.0040058937762114,0.0049148609849726,-0.070856592998216,-0.0151944878692665,-0.11029709777169,0.0186154159833131,-0.0179197996657421,Female,41,No,No,Unemployed,Suburban,College,1670824800
31,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,9100b58f-46e6-4171-a641-c0353db09b6f,no_churn,0.15179804,0,no_churn,-0.148264552346072,0.0465773940701137,-0.0089795136122393,-0.0479712271304424,-0.0570082593871029,0.0684024835796935,-0.005632380646748,-0.0136500972521935,Female,40,No,Yes,Employed,Suburban,College,1670824800
33,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,9d1f03cf-a4b5-4a03-ab7b-48318eb5215f,churn,0.036569256,0,no_churn,-0.0839179600770739,-0.0043326226946373,0.0221938629130454,-0.0477029040847946,-0.0836884214851488,0.0427234303334444,0.029186077225886,-0.0334876147556269,Female,27,No,Yes,Employed,Suburban,College,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,ec6268b5-97db-4092-9e46-a0fa54f33066,no_churn,0.30501375,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,34,No,No,Employed,Suburban,College,1670824800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,11ce9e20-c5b5-47d6-bfa1-d74df5f67220,no_churn,0.028360784,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,22,No,Yes,Employed,Urban,Doctor,1670824800
67,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,fbe9b1e2-9676-457e-af79-2185dbaa32ee,no_churn,0.014644376,0,no_churn,-0.0717622137387843,-0.0043289997053216,0.0076386890357935,-0.0310585321716644,-0.0274410569396604,-0.134998360409991,0.0092514596930595,-0.0163271397524476,Female,52,No,Yes,Unemployed,Urban,Master,1670824800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f3de521c-8ce4-4ccf-a871-eab7deeee5c6,no_churn,0.034373436,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,57,No,No,Employed,Suburban,College,1670824800
11,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,2c748c98-2267-48fb-91b7-ab7001b7b8d5,no_churn,0.14769161,0,no_churn,0.0425042691249473,-0.004821685155548,-0.0120148416843221,-0.0092454992101011,-0.110450305181585,0.0618725370012816,-0.0081891885832101,-0.0019190943439571,Female,62,No,No,Employed,Suburban,High School or Below,1670824800
47,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,01d3cf9a-04bf-43c1-8e92-3e2aab9ab725,no_churn,0.018514104,0,no_churn,-0.0524521827647549,-0.0030207210189291,0.0065045567623019,-0.0303750615324042,-0.0514237520885399,-0.198931347043244,0.0326720970306223,0.0280002570877286,Male,69,No,Yes,Employed,Suburban,Bachelor,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,28e07881-4f65-4b42-a7b8-c20b96090685,no_churn,0.001981075,0,no_churn,-0.134818848356734,-0.0171489356840459,0.0008296970492426,-0.0334404473286383,-0.0315077949427575,0.0394696595659434,-0.0148053040062711,-0.0359375114640056,Male,70,No,No,Retired,Suburban,College,1670824800
43,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,1933f124-e734-445b-b824-8e6675d6a656,no_churn,0.30589876,1,churn,0.01885747225665,0.059149114276206,0.0289275680085847,0.0010659128014867,0.0428415504494023,0.113253795257415,0.0366711385171493,0.0702073048228703,Male,39,Yes,Yes,Employed,Suburban,College,1670824800
62,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,a00a0d8a-ebf7-41af-8ecb-81dbc6cdae72,no_churn,0.18150505,0,no_churn,-0.182735896029521,-0.0075454448124946,0.0492511389112223,0.0520911961121601,0.0583252389876088,0.0314130342612861,0.0442322789637364,0.0359423031516053,Female,33,No,No,Employed,Rural,College,1670824800
18,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,668ca4ff-370e-4fac-8d4c-ea20f892fc15,no_churn,0.17813064,0,no_churn,-0.0919058316719201,-0.0170605024732503,-0.0512933856400559,-0.0463740487758696,-0.0325562369476028,0.030050062144428,-0.0281411162007589,-0.0250784248926447,Female,63,Yes,No,Employed,Rural,High School or Below,1670824800
4,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,10bcd7c0-9bf1-456a-a441-0a2e76c44e5a,no_churn,0.67501426,1,churn,-0.0073753344709393,-0.0979558540044945,-0.0656787207476099,-0.0353951560806945,-0.0389051512198511,0.0826582941961578,-0.0400024011795267,0.0162948393451551,Female,65,No,Yes,Employed,Urban,Master,1670824800
61,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,32987247-ab48-4ada-ac69-2fab07ddc99d,no_churn,0.33892488,0,no_churn,-0.106951465944512,-0.0017806518168436,0.0679729632917769,0.105889690618442,-0.0578482737392732,0.0945726767302039,0.0821099738636439,0.0670089395379545,Female,45,No,No,Unemployed,Rural,College,1670824800
40,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,6cba7cc8-b310-4484-87fc-6f656bb459da,no_churn,0.30449474,1,churn,-0.13764388607171,-0.0086318207313297,-0.0515418620614582,0.0177729952197478,-0.01604069948296,0.059302292697921,0.0142383135383579,-0.0113425921085899,Female,64,No,No,Medical Leave,Suburban,High School or Below,1670824800
11,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,2611520c-5c71-4ed1-9658-411771454bd2,no_churn,0.14769161,0,no_churn,0.0425042691249473,-0.004821685155548,-0.0120148416843221,-0.0092454992101011,-0.110450305181585,0.0618725370012816,-0.0081891885832101,-0.0019190943439571,Male,39,Yes,Yes,Employed,Suburban,Bachelor,1670824800
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,31652ae1-4fba-4752-acac-a9d5867c868f,no_churn,0.1685849,0,no_churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Male,74,No,No,Unemployed,Suburban,High School or Below,1670824800
7,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,9783bdb4-254f-493d-8c2e-25467bfebb91,no_churn,0.012767095,0,no_churn,-0.128692442166739,-0.0041721044818041,-0.0096443498303869,-0.113927744438706,-0.0025871594340605,0.0656348395673921,-0.040730149285182,-0.0349070415631467,Female,69,No,No,Employed,Suburban,Bachelor,1670824800
54,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,3dfd3324-342f-4294-aa26-08e43dae298a,no_churn,0.0176545569999999,0,no_churn,-0.110410775602013,-0.0146375962639285,0.0327302958338441,-0.0334762432905154,-0.068129017737865,0.0280050781145473,0.0316154997518788,-0.0263900578419088,Female,42,No,No,Employed,Suburban,Master,1670824800
17,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,27f30fbc-2e08-4eb4-96c7-387359b596b0,churn,0.5754375,1,churn,0.0639123521694182,-0.0053357171063544,-0.0113019326330322,0.0979851564933415,0.0013011833065502,0.0901797578798414,-0.0252976104361732,0.0108942990147625,Female,28,No,Yes,Employed,Urban,Master,1670824800
3,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,154cca60-ad35-48ca-9e43-5b958a615527,no_churn,0.6817478,1,churn,0.18090925681247,-0.0053515726331716,0.0573248453631004,0.155151782554221,-0.0272262777412743,0.114084844045428,-0.0082270530196183,0.0067246929013708,Female,69,Yes,No,Employed,Rural,College,1670824800
9,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,97d36a6f-44ee-41f1-8e74-753e78376a1f,no_churn,0.7285512,0,no_churn,0.0931419392919724,-0.0042524476381368,0.0093168234424956,0.134765877088084,0.0673825444167687,0.102633219834661,-0.0275712879004822,0.0166682923426105,Female,49,No,No,Employed,Rural,Bachelor,1670824800
33,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,40eceb87-8146-4982-8ef2-5c524eb0a930,churn,0.03473556,0,no_churn,-0.193754259525404,0.0488865078362232,0.0070537711930501,-0.0305637763404865,-0.0259297502524714,0.0621211761407539,0.0100492169163271,-0.0168890370143799,Female,71,No,Yes,Employed,Suburban,High School or Below,1670824800
25,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,7654f96b-d158-4aab-b85e-a2767cd1e596,no_churn,0.3928699,1,churn,-0.117759892887698,-0.0078530255003352,-0.0967319457402118,0.0967543519534592,-0.0228946386033931,0.0484551231662771,-0.0024541534487525,-0.003994348072174,Female,73,No,Yes,Unemployed,Suburban,High School or Below,1670824800
10,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,05dc323f-2c60-49f9-9dcb-ae4e00c25293,no_churn,0.6369366,0,no_churn,0.168829957276444,-0.0041559890120151,-0.022819009879945,0.168520951117052,0.0557700498333906,0.135745412800488,0.0800402505170086,-0.040260222585839,Female,45,Yes,No,Employed,Urban,Bachelor,1670824800
29,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,34e6c83c-4d55-49b6-a724-9ed36c2cef89,no_churn,0.1790615,0,no_churn,-0.114061907025516,0.0642411302366872,0.0296336108100058,-0.0420162992605219,-0.0893342486735309,0.0708908404968133,0.0286190171548969,-0.028998295160527,Male,60,Yes,No,Employed,Suburban,Master,1670824800
59,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,6f739686-0a29-4c67-b9f9-16ed3acc7248,no_churn,0.04651158,0,no_churn,-0.0622549369678745,-0.0053297093628134,0.003623347046614,-0.0738877660804064,-0.0002173685340494,-0.10297265874131,-0.0139483403816666,-0.0140387192790331,Female,77,No,No,Retired,Suburban,College,1670824800
29,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,cdb44b18-8529-4b28-ae50-38473e0e3658,no_churn,0.016629593,0,no_churn,-0.0936486347309983,-0.010026322928079,-0.0145656162912428,-0.0904343748449264,0.0368040818807639,0.0515161211335998,0.0472399660375595,-0.0359113706117386,Female,54,No,Yes,Retired,Suburban,High School or Below,1670824800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,9d2267c3-2d6e-4748-86bb-604f551285dd,no_churn,0.5766852,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,67,No,No,Employed,Urban,Bachelor,1670824800
69,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,690fb97a-32ca-4f52-8dc9-8e9e3572973f,no_churn,0.2938676,0,no_churn,-0.0086260759551623,0.0026387823238837,0.114158042497675,0.077997053254694,0.0114210715975241,0.0698592688502867,0.135904011011571,0.127621698699058,Female,50,Yes,No,Employed,Suburban,High School or Below,1670824800
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,26aae72d-87b5-4e8e-acc7-a3339370ed49,no_churn,0.18150505,0,no_churn,-0.299395519305617,-0.0037702399887484,0.0182674266750063,-0.0786978698488246,0.0015635217918588,0.0340307355630329,0.0266501525573039,0.0323256404512176,Female,44,No,No,Employed,Urban,College,1670824800
60,Yes,No,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,5585de81-64b8-4f89-a40b-6d8ce04fa508,no_churn,0.005597498,0,no_churn,-0.0668441203091788,-0.0030349414635202,-0.005747169190854,-0.017637265082667,0.0274841085316256,-0.14647140121253,0.0292830802618937,-0.0260584443355401,Male,79,Yes,No,Unemployed,Suburban,College,1670824800
13,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,bc2a55d6-ab14-4a68-8b1b-0934b464d07d,no_churn,0.030232973,0,no_churn,0.0042391789559997,-0.0052540841807785,-0.0200343370963037,-0.0794099121178987,0.0152405641299083,-0.058514676516188,0.0346850022017952,-0.0299778852891449,Female,66,Yes,Yes,Employed,Suburban,College,1670824800
35,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,0f130ed3-f738-4ca1-b94f-93666cc14bf9,no_churn,0.40946755,0,no_churn,-0.0154121730428323,-0.0029073724929912,0.0382362064551489,0.193577907907566,0.0858056017120543,0.0850941995435368,-0.0002984919778828,0.016877973807077,Male,21,Yes,Yes,Employed,Urban,High School or Below,1670824800
6,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,72135052-8d16-4201-9d2e-20b73d1afd9b,no_churn,0.38698643,0,no_churn,0.0085185611748238,-0.0067269986242899,-0.0152216367807704,-0.138500931735407,-0.0198222134496609,0.0670715948309225,0.0344529663247522,-0.0427974927193463,Male,43,Yes,No,Employed,Suburban,Bachelor,1670824800
23,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,0881df73-961c-40a7-bcdb-af74768e8a1e,no_churn,0.4245001,0,no_churn,-0.149612156167414,0.0464662530671466,0.0003376230917729,-0.0348099151501173,-0.0855187125323664,0.066166335930402,-0.0036052382869002,0.0315496596279081,Male,45,No,Yes,Unemployed,Urban,College,1670824800
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,2b7b1266-ac4b-4309-b4f7-8428963ad267,no_churn,0.67501426,1,churn,0.111892381697536,0.0895098888992197,0.0410628599970095,-0.0322056580717662,-0.0220504044867311,0.126278235160557,0.106244647374697,0.0509085730384686,Female,30,Yes,Yes,Employed,Urban,Bachelor,1670824800
42,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,138f8b7b-38db-466c-aa2a-9f64afd570d9,churn,0.36566785,1,churn,-0.0469179630743747,-0.0026670858641955,-0.038870521419958,0.133306696240452,-0.0219482149194391,0.0346335176002321,0.0607838287778213,-0.0373464076874279,Female,52,No,No,Employed,Suburban,Bachelor,1670824800
23,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,9d2df7b4-8b10-424a-a7d4-408b61dc569c,no_churn,0.4245001,0,no_churn,-0.160180592605489,0.0654728015431783,0.0211477085366277,-0.0271784294827489,0.003195594449171,0.0550185299142594,-0.0514006154642606,-0.0151011503493919,Male,77,No,No,Retired,Suburban,Bachelor,1670824800
68,No,No phone service,High Speed,Expired,Two year,100hrs+,Disabled,95eb5092-ffdc-4b6e-9cc1-d94d6219d0c1,no_churn,0.010468489,0,no_churn,-0.0615424768967841,0.0215680607512877,-0.0019502538275196,-0.0229169113592024,0.0051063504044896,-0.210837737552229,0.0163720301664989,-0.0148252143324816,Male,51,No,No,Employed,Suburban,High School or Below,1670824800
59,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,64e73974-0690-4377-8ea0-4bf03f18be50,no_churn,0.21829438,1,churn,-0.104567225220176,-0.0102227985825629,0.0413311856863674,-0.0453293952868625,-0.0941161873757846,0.0623056084010204,-0.008015751011153,0.0595884127047975,Male,36,Yes,Yes,Employed,Suburban,Bachelor,1670824800
29,No,No phone service,Low Speed,Expired,Month-to-month,0hrs,Disabled,e58df155-c5da-4386-805b-7a86e06365b7,no_churn,0.1790615,0,no_churn,-0.106100558058433,0.0566226591881604,0.0170101052143218,-0.11399153087782,-0.0972943372784811,0.0610750713535344,-0.0261533712322034,-0.0346941897394208,Male,67,No,No,Disabled,Suburban,College,1670824800
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,10870a90-6223-434b-a60b-fecc0485ea6d,no_churn,0.18611136,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Female,79,No,Yes,Unemployed,Suburban,College,1670824800
13,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,dfa70abe-1251-48d5-8635-fc92ce5229c7,no_churn,0.7068473,1,churn,-0.0279727289079482,-0.0166714605450761,0.0093771331718653,-0.0839610011485228,-0.150685626808727,0.0369273880962373,-0.0646816762815524,0.0386418191355005,Male,27,No,Yes,Unemployed,Suburban,Bachelor,1670824800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0a9c2f92-965d-4d45-afe7-04175868d842,no_churn,0.7079699,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Male,57,No,Yes,Employed,Urban,High School or Below,1670824800
7,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e5900e99-35e6-41dd-bf7c-7beb81cafae5,churn,0.5108418,1,churn,0.111286003742462,-0.0019583969599261,0.0012456142750852,0.197048733549755,0.110091581576953,0.0861240852606169,-0.0173248582412543,0.0116981653026596,Female,51,No,No,Employed,Suburban,High School or Below,1670824800
72,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,42990a85-c9a0-4b85-aca5-a33601d9e4ff,churn,0.017010072,0,no_churn,-0.15872791534395,-0.0057734717809944,-0.0047273507183854,-0.0450256958964428,-0.0342033112149374,0.0428294387120468,-0.0303029668990484,0.0369051202804939,Male,34,No,No,Employed,Urban,High School or Below,1670824800
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,46af5956-e699-423c-996a-5f9e0fe3b132,no_churn,0.034975212,0,no_churn,0.0134472033440033,-0.0175654934302656,-0.0584118975328965,-0.110903907795946,-0.0709079048699641,0.0494596922923483,-0.0072916447444731,-0.0168521977402633,Female,30,Yes,No,Unemployed,Suburban,High School or Below,1670824800
42,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,c3942cc9-49a6-42b3-826c-47717ab818c2,no_churn,0.027957741,0,no_churn,-0.0957739396964098,-0.0062173188682936,0.0463674441212697,-0.0803758530379855,-0.0039592716940205,0.0604964755803939,-0.0142644790900885,0.0407007913613233,Male,68,No,No,Employed,Suburban,High School or Below,1670824800
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9c80b530-32ed-40c8-bf97-b5e0388c6495,no_churn,0.6460278,1,churn,0.0665847095334538,-0.0023609748477429,0.0870754638258404,0.0451987337133959,0.146168977585839,0.129761969390893,0.0592806179733816,0.111264361535486,Female,30,No,Yes,Unemployed,Suburban,Master,1670824800
16,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,f0a623e8-8ed1-41b7-8bae-d90db6959ae8,no_churn,0.015351475,0,no_churn,0.0266279973676091,-0.003356192424253,-0.0182311223913348,-0.0468681066273802,-0.0127454640872747,-0.204365036517161,0.0064333570809276,-0.0115215828556029,Male,30,Yes,Yes,Employed,Urban,College,1670824800
68,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,f783c746-300b-45c7-9e20-3f124e1f29b6,no_churn,0.012177155,0,no_churn,-0.0924964495586664,-0.0073396290476011,-0.0379447642432205,-0.0441925477362565,-0.0863879200429073,0.0358031132414362,-0.0138818521820576,0.0374138984090677,Female,71,Yes,Yes,Unemployed,Suburban,College,1670824800
9,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,62de1317-5c55-475c-9cb4-fa815018e485,churn,0.60358584,1,churn,0.144358432549498,-0.0042459991464056,-0.028302731730655,0.10754190415917,0.114969064264296,0.0949426702552409,-0.0439718813030413,0.0316823952626418,Female,40,No,Yes,Employed,Suburban,College,1670824800
28,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,902c62de-66fd-43ce-9ac2-6c11cf03a6e0,no_churn,0.11377532,0,no_churn,-0.0976887382504264,-0.0020694804373488,-0.0350628500877064,0.0562813080098385,0.0380716126229344,-0.0408669386981,0.056039140434259,-0.0470635376745758,Female,66,No,Yes,Disabled,Suburban,Master,1670824800
9,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,f97d1a9e-1657-472f-9f23-9111d7846061,no_churn,0.60358584,1,churn,0.152824760396779,-0.004403525240159,0.0072383896195242,0.183181037021568,0.0802745398239676,0.10239866023283,0.0078498109831252,0.0076101803467645,Male,49,Yes,No,Medical Leave,Suburban,High School or Below,1670824800
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4b0524f8-3725-4883-8351-ec39bf8d0b91,no_churn,0.54541755,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,23,No,Yes,Unemployed,Suburban,High School or Below,1670824800
16,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,c8d0416f-9196-45ac-8efb-3295f7ed3790,no_churn,0.35879147,1,churn,0.140726900001418,-0.0024738065583005,-0.012650391267125,-0.0438950137398387,0.0180038360540311,0.100286355326316,0.0106647672258259,-0.0071649821927076,Male,27,No,Yes,Employed,Suburban,College,1670824800
17,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,2f177c0a-537a-406f-9df4-38de6efaefea,no_churn,0.038392477,0,no_churn,0.0457803265804977,-0.0083474802665296,-0.0264886424187443,-0.130950312977639,-0.0584110605831665,0.0613959094263191,0.0244706188837881,-0.0339755091452207,Female,27,No,No,Employed,Suburban,High School or Below,1670824800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,8bece324-13ad-432e-8775-49935afc028a,no_churn,0.5693701,0,no_churn,0.263883153918782,0.0823928605987293,0.0494907293729284,-0.0241099442998074,-0.0833191382934455,0.144654704655868,0.0274903353359513,-0.0399673901128608,Male,24,Yes,No,Employed,Suburban,High School or Below,1670824800
56,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Disabled,ec2e50b3-3e3c-4be5-b8ce-3edd5e009a59,no_churn,0.010555344,0,no_churn,0.0367593032224976,-0.0007599640156331,0.0419478726514353,0.0257227183113627,-0.0175153335404684,-0.0597847498243754,-0.0128928590974646,0.0126555950057627,Male,77,No,Yes,Employed,Suburban,College,1670824800
71,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b799d056-4336-4890-a89a-3b531ace1069,no_churn,0.009889684,0,no_churn,-0.190703736829382,-0.0092723336509152,0.0393615822463971,0.0726696347117558,0.0165980436963991,0.0612185163023923,0.082927087537173,-0.0578249450976363,Female,21,No,Yes,Unemployed,Suburban,High School or Below,1670824800
52,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,96360265-eaf4-4319-babb-fbc026576e7b,no_churn,0.44335246,1,churn,-0.184230062396073,-0.0042810981969887,-0.0257649780425708,0.0658098943044296,-0.127957865051148,0.0134051996218568,0.0242770551145395,0.0297157022751162,Male,34,Yes,No,Employed,Suburban,Bachelor,1670824800
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,5add1eee-a2a5-4857-92af-a2c3ddfadd71,no_churn,0.0019187479,0,no_churn,-0.0971028700043643,-0.0071924322667609,0.0029734244903147,-0.0237986078159792,-0.0244793877880874,-0.117479777514973,0.0122616580776684,-0.0142081610722107,Male,22,No,No,Employed,Suburban,College,1670824800
40,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,f751ed43-abaf-4def-9963-637756384642,no_churn,0.36355636,1,churn,-0.0649860324128258,0.002834661005354,-0.0381892732722917,-0.0018575978632543,0.0378048152145402,0.0677089056840122,0.0486657061872392,0.0414926623540668,Female,67,No,Yes,Unemployed,Suburban,College,1670824800
19,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,18ead432-1933-4951-9e5b-964aaa182a69,no_churn,0.18758826,0,no_churn,-0.100808170666041,-0.0056041339817238,-0.119009472653215,0.0875836584024909,-0.0541580289227749,0.0400521596660837,-0.0164815641057794,-0.0332672631267996,Male,52,No,Yes,Retired,Suburban,Bachelor,1670824800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,11a46a2c-ffd2-468e-ab80-bed2ef4a3c48,no_churn,0.58355194,0,no_churn,-0.0532038682571601,-0.0040252988411157,-0.118680291917481,-0.0046677128345254,-0.0526591346674194,0.0586219068574337,-0.0677349623005102,-0.0066767902036554,Female,37,No,Yes,Employed,Suburban,Bachelor,1670824800
38,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,8adee31e-402e-497d-8943-f1b7b33eea3d,no_churn,0.11764181,1,churn,0.114640146908932,-0.0028304057159039,0.0266126849975808,0.179391787283912,0.152277422629504,0.0910855786993124,0.0125454404040192,-0.000248803076538,Male,43,No,Yes,Employed,Rural,High School or Below,1670824800
15,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,660fec72-07b7-423e-97b6-949866acd9f6,no_churn,0.01755126,0,no_churn,0.0806422923873924,-0.013863108300975,0.0628539223958614,-0.0515657113657107,-0.0903652342702844,0.0743767912670227,-0.0473373008249927,0.011013249227999,Male,20,Yes,No,Unemployed,Suburban,Bachelor,1670824800
50,No,No phone service,Medium Speed,Expired,One year,<80hrs,Disabled,6e28bc52-13be-466f-9856-8e34f7ba00e0,no_churn,0.04060747,0,no_churn,-0.0469548027647351,0.0371995385414084,0.0149906991875241,-0.0093041361727682,-0.0245660502538521,-0.0729853362504877,0.0532847875824245,-0.0306908490398927,Female,42,No,No,Employed,Suburban,College,1670824800
52,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,5ef6d3ad-adf1-46df-bff6-29c8899610c0,no_churn,0.14693353,0,no_churn,-0.189067146198927,-0.0060217186416048,0.027856552561825,0.0332790231445687,-0.0705234111803565,0.025209758895462,0.0302885276577944,0.0299522619375056,Male,50,Yes,No,Employed,Urban,Bachelor,1670824800
72,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,e48761e2-d938-43a5-939e-6594388e8564,no_churn,0.0019187479,0,no_churn,-0.134818848356734,-0.0171489356840459,0.0008296970492426,-0.0334404473286383,-0.0315077949427575,0.0394696595659434,-0.0148053040062711,-0.0359375114640056,Female,24,No,Yes,Unemployed,Suburban,High School or Below,1670824800
37,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,63a32f2c-b654-4f68-aef6-128a37a9ce0c,no_churn,0.03206747,0,no_churn,-0.107790394810618,-0.0188829950493163,-0.0767063133053216,-0.0386549406923677,-0.0364950228524048,0.0480666459126314,-0.0166179338759593,-0.0219451946880326,Female,69,No,Yes,Unemployed,Rural,High School or Below,1670824800
6,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d1443017-d59a-4dcb-85b3-6db3c2757975,no_churn,0.16056308,0,no_churn,0.0260180619692164,-0.0091985758000737,-0.0385316563060405,-0.158448273166191,-0.034580876002019,0.0431794468392081,0.0207190258648643,-0.0348499720615518,Female,34,No,Yes,Employed,Suburban,College,1670824800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,76595f03-cd28-4cbc-b943-e16e85794e03,no_churn,0.19062278,0,no_churn,0.162140596842428,-0.0114482837238392,-0.0267431330207864,-0.0383634232090298,0.0310802874255205,0.109742576246595,0.0854793109182173,-0.0561073033020329,Female,34,No,No,Employed,Suburban,High School or Below,1670824800
46,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,d4915ff3-c0ea-4555-9a92-17a2c7455d17,no_churn,0.23789787,1,churn,-0.150977158691585,-0.0023713854743618,-0.0015981801782982,0.0988715523656355,0.0592534716915179,-0.076923856790745,0.0045388228029696,0.0601805848533149,Female,76,No,Yes,Unemployed,Suburban,High School or Below,1670824800
4,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,7c2c0e7e-a4f6-49b6-b73e-e95f9a170b40,no_churn,0.34114844,0,no_churn,0.25844847787439,0.0039276897648232,0.0449572567463292,0.095801911565286,0.0754075973788803,0.132315733890846,0.0237607439867679,-0.0111455521606694,Female,44,No,Yes,Unemployed,Suburban,High School or Below,1670824800
52,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,7ab0955c-cfc7-4ec9-a1fd-f7010b2a4ca9,no_churn,0.020722581,0,no_churn,-0.141430807644601,-0.0069500319511098,0.021287679977604,-0.0292080329747977,-0.153525947693706,0.0396344324233086,-0.0044121014075335,0.0155786550733137,Female,40,Yes,Yes,Employed,Urban,Bachelor,1670911200
72,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,ed9b8d1b-3c81-40a3-99cd-dea540bff689,no_churn,0.0070582719999999,0,no_churn,-0.151622002806228,-0.0124704571258666,0.0138850504297943,-0.0260942560726653,-0.0535079051067077,0.046878657622592,-0.0171445742868331,0.0410493351205104,Female,37,No,No,Employed,Suburban,Master,1670911200
61,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,f3c7b2b2-91cc-4141-8dc8-d0a861e95945,churn,0.0148513869999999,0,no_churn,-0.0114785747949781,-0.0033239914541627,-0.0177733552737072,0.0716642379003633,0.127339959550627,0.0860668977260866,0.109856449604085,0.0986222288060708,Female,39,No,No,Unemployed,Suburban,College,1670911200
71,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,abdaa6e1-6634-48c6-841a-b1766b6ce86c,no_churn,0.004928379,0,no_churn,-0.137910339049686,-0.0026984788226764,-0.0163789134718354,-0.0063726147203669,0.0444827478222941,-0.18889989608344,0.0462773830236074,0.0524739605371723,Female,40,Yes,Yes,Employed,Suburban,Master,1670911200
62,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,8fd9423e-324e-4de0-ae42-cad367c14c85,no_churn,0.013542235,0,no_churn,-0.191359877447867,-0.0128012780742392,0.0181092556786552,-0.0629285250548855,-0.0570318222964851,0.0404266965666738,0.0247696356347114,0.0317897649347833,Male,20,No,Yes,Unemployed,Urban,Bachelor,1670911200
71,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,db66a116-7722-4492-a576-88d55bf4077f,no_churn,0.0026431382,0,no_churn,-0.153225730734516,-0.005927822493868,-0.0028413564000538,-0.0469027675328925,-0.0328176477165743,0.0443444550157528,-0.0293809581451205,0.0377256752055291,Female,39,No,No,Employed,Suburban,High School or Below,1670911200
72,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,9fab976b-dd6f-474c-9fa1-fe9ae4a9311b,no_churn,0.023266347,0,no_churn,-0.114114696461347,-0.008418915910363,-0.0229692623248206,-0.0568681644805587,-0.077407103913888,0.03650324790696,-0.0110141071465022,0.0352628502964535,Female,55,No,No,Unemployed,Urban,College,1670911200
72,Yes,No,High Speed,Expired,Two year,<80hrs,Active,3a29be67-980d-4d24-babd-d107916b38ac,no_churn,0.0045674643,0,no_churn,-0.0923612068048942,-0.0085630326017189,-0.0165998002239121,-0.0291534274228843,-0.0292425079286476,-0.123529038897932,0.0094289094760506,0.0209939517346629,Female,37,No,Yes,Medical Leave,Suburban,College,1670911200
71,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,4658ca26-a2fe-49ee-ab67-83295de2fe71,no_churn,0.00990581,0,no_churn,-0.156496542525779,-0.0072655155597021,0.0229311857112179,-0.0280311543787047,-0.0146737201616815,0.0499727721341878,-0.0732229195209311,0.0577597420962047,Male,22,Yes,Yes,Employed,Suburban,College,1670911200
53,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,1c3b9b63-3cd0-433e-9bc8-7c4fa0349abc,no_churn,0.06555601,0,no_churn,-0.133907880263942,-0.0093898518875357,0.0378606014006436,-0.0724319834154448,-0.0328180945925578,0.0494191562389551,0.0510259198544372,0.0462159817754218,Male,68,Yes,Yes,Unemployed,Suburban,High School or Below,1670911200
56,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Active,c4d79e0e-fcb5-473d-8a63-6414960f4d04,no_churn,0.05090283,0,no_churn,-0.103347222219036,-0.013096484222915,-0.0344266909665384,-0.0390460742964751,-0.0715925342394439,0.0242489234782806,0.0112605407317823,0.0269733899110178,Female,36,Yes,Yes,Unemployed,Suburban,Master,1670911200
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,6e1e00d0-a898-4e7b-82e9-fa8a8251e814,no_churn,0.0045431545,0,no_churn,-0.104226255749682,-0.0058795473533609,0.0099165956128035,-0.0506376004922003,-0.130272168650081,0.0445669249944148,0.0229862347646121,0.0428529991196956,Male,33,No,Yes,Employed,Rural,Master,1670911200
38,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,7a27fc7b-4526-4762-b6f7-f3a9d0b30834,no_churn,0.088226035,0,no_churn,0.102340784811422,0.004807027561801,-0.0007952437199128,0.110055755435387,0.0526603699704719,0.0461785507407694,0.136216761755513,0.109509851120347,Male,45,Yes,Yes,Employed,Suburban,College,1670911200
71,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,d0a23e61-fd7c-4fdf-8f5a-b48800226c26,no_churn,0.00972026,0,no_churn,-0.0852556921323048,0.0006652557019697,0.0945064885569445,0.0477136799332765,0.0026174563832501,0.10556365620605,0.122477490182246,0.112685515794055,Male,25,Yes,Yes,Medical Leave,Suburban,College,1670911200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,69ec9d1f-e1fe-42ce-9f68-199677d52c5a,no_churn,0.005170811,0,no_churn,-0.130721916500991,-0.0097503983733986,0.0337893782299056,-0.0848626417744185,-0.0570086919827235,0.0574324071770524,0.0460255104190582,0.0610702014990784,Female,30,No,Yes,Employed,Suburban,Bachelor,1670911200
69,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,19e216e3-52d1-44b7-b2cf-9afde0a9202d,no_churn,0.023227612,0,no_churn,-0.0806979108198356,-0.00346613146874,0.0042248108833882,-0.0305855138430251,-0.0523472964936445,-0.134249760358498,0.0028048258620901,0.0252908233119114,Female,54,No,Yes,Employed,Urban,Bachelor,1670911200
22,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,53248c80-2b6e-47da-a831-8d23468c3ef3,no_churn,0.2057827,0,no_churn,-0.042429647836484,-0.0110474398723999,0.0512182575195902,-0.0565414639921891,-0.100027465183507,0.0597025172689882,-0.003005842461489,0.0331049316663484,Female,60,No,Yes,Retired,Rural,College,1670911200
36,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,b1332bef-0de0-48e3-9877-dceb2ad978cd,no_churn,0.119917184,0,no_churn,-0.0687857824120283,-0.0042438750324799,0.0181484777505102,-0.0463098511726093,-0.0925874181066228,0.0694769228413224,0.0434510079647498,0.0538481756300461,Female,73,No,No,Employed,Urban,High School or Below,1670911200
72,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,9f675371-7ac5-4c0b-be38-2faaca764e82,no_churn,0.006004563,0,no_churn,-0.08026169444272,-0.0067416882432735,0.0422210199508617,-0.0734727626356061,-0.0116532567371223,0.0758020653696712,0.0631884374414085,0.0652250619209371,Female,38,No,Yes,Unemployed,Suburban,College,1670911200
36,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,0f1120b3-cca0-4327-8807-e59c608aae19,no_churn,0.1336858,0,no_churn,-0.0835419939001531,-0.0010816531255477,0.0150264425061141,0.0140238014050555,-0.020099453239909,-0.188925349418878,0.0394482506055464,0.0673738029736705,Male,34,No,Yes,Unemployed,Suburban,Bachelor,1670911200
43,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Active,543f1998-fb35-4875-8dfc-c4f7e7b7799b,no_churn,0.08073386,0,no_churn,-0.0714117979003276,0.0773808185838788,0.0371061414625546,0.030037196592948,0.0172962811460183,0.0879381056759393,0.0128062368590326,0.0048208721646551,Female,72,No,No,Employed,Suburban,High School or Below,1670911200
24,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,d103a35c-b5fb-42eb-81ed-d10a8824c464,churn,0.06410181,0,no_churn,-0.0104304841550219,-0.0064245190148722,-0.023754547350345,0.0471157801731169,0.0253971707077835,0.0662746891880124,0.0088752568074414,-0.0019128252201699,Male,52,No,No,Unemployed,Urban,High School or Below,1670911200
60,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Disabled,efd189b6-5dc4-4b33-a5bb-06746b053446,no_churn,0.045152772,0,no_churn,-0.0751458544155684,-0.0090780863405871,-0.0083862775612306,-0.0336240058539806,-0.0438613661011731,-0.0829525628384089,0.0151581910930053,-0.0211361908295384,Male,32,No,Yes,Employed,Suburban,High School or Below,1670911200
49,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,5f9ec922-fb99-472f-a1c0-03b256638176,no_churn,0.03376775,0,no_churn,-0.183964501702458,0.0160209318322631,-0.0092188353397341,-0.026388269406234,-0.0185877880189946,0.0661103569283113,0.0074243405218203,-0.0304223860514412,Male,68,No,Yes,Employed,Suburban,Bachelor,1670911200
58,Yes,No,Medium Speed,Expired,Two year,<80hrs,Disabled,a79b4a3b-ded3-43ff-ab10-a18bb09f23a0,no_churn,0.024897223,0,no_churn,-0.0590292477881212,-0.0070182542551629,-0.0096421893782826,-0.0421484521967704,-0.0220911095711471,-0.119836506099755,0.027722812723141,-0.0169832049887554,Male,38,Yes,Yes,Unemployed,Suburban,College,1670911200
3,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,51c72a36-3acb-437c-a0de-52011f763934,no_churn,0.31315064,0,no_churn,0.0915441239250685,-0.0120916243299143,-0.0500237256888522,-0.0821446977547748,-0.0064067713047734,0.0773282736700184,-0.0191107045714488,-0.0222336881775118,Male,33,No,Yes,Employed,Suburban,College,1670911200
46,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,573fb8f2-8769-4099-a85c-e1465108eb44,no_churn,0.016964527,0,no_churn,-0.15132799522386,0.0374708509224638,0.0208631640580688,-0.0216360669981713,-0.0435423910708686,0.0511799308038916,0.0247402308309483,-0.0367738728898257,Male,36,No,No,Unemployed,Suburban,Bachelor,1670911200
14,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,767dc2ea-564d-41ea-b339-83e9397b79cd,no_churn,0.23259607,0,no_churn,0.0284736949104717,-0.0073653914857368,-0.0471742194952548,-0.0132121693371482,0.067204770928829,0.0874249926096217,0.129011046030055,-0.073388874244938,Female,47,No,Yes,Unemployed,Suburban,High School or Below,1670911200
51,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Disabled,23b89383-bfd5-4a18-8779-4807d118b720,no_churn,0.054719638,0,no_churn,-0.0296082530595413,-0.0061699006169146,0.0094018655483523,-0.0697682291127512,0.037637482265236,-0.153343119559418,0.0592123757990611,-0.0363883737316018,Female,30,No,Yes,Retired,Urban,Bachelor,1670911200
67,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,324d43f9-c9eb-4e0a-a761-539e7bc8f53b,no_churn,0.016863443,0,no_churn,-0.0631763979405423,-0.0062065416814584,0.003805626422818,-0.0136222793060369,-0.0064334251606305,0.0590811271433631,0.0229866100490471,-0.0189846798543294,Female,20,No,No,Employed,Urban,College,1670911200
53,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,939475bf-846d-4e2d-8e3c-192174130181,no_churn,0.0470089579999999,0,no_churn,-0.0885233390729354,-0.0033124280800257,-0.0454135969335766,-0.0158059266104464,-0.0866889712729789,-0.0310037186381578,0.0441878359166821,-0.022466006819659,Male,64,Yes,No,Retired,Suburban,High School or Below,1670911200
37,Yes,Yes,Medium Speed,Expired,Month-to-month,0hrs,Disabled,c38709d8-b67f-4f7e-bf5b-f21821b39734,no_churn,0.11941707,0,no_churn,-0.105925108690753,-0.0135736359145812,-0.0074486217145567,-0.113709677364914,0.0001864637294056,0.0439549924863422,-0.0258617114676781,-0.0366488527358524,Male,67,No,Yes,Employed,Suburban,College,1670911200
25,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Disabled,3e24ec87-77dc-43e0-8d9e-22bcb4367ca0,no_churn,0.10758394,0,no_churn,0.0146418339488445,-0.0027902655188427,0.041242596396014,-0.0018840849925436,0.0196427016443067,-0.112167216548787,0.0257860039105344,-0.025803272602152,Female,75,No,No,Unemployed,Rural,College,1670911200
1,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,44c128c8-eff7-4ef3-a6c9-cb4e08fd84f4,no_churn,0.5220149,1,churn,0.282791813656731,-0.0045132381280564,0.0758901618514209,-0.0363052322927069,-0.009079633988822,0.140100550218685,-0.0151117731227714,-0.0054654631366429,Female,68,No,No,Employed,Urban,High School or Below,1670911200
56,No,No phone service,High Speed,Expired,One year,100hrs+,Disabled,120c5aac-5a9c-4bd5-a569-a22db8e3631c,no_churn,0.020396112,0,no_churn,-0.0374593039147248,0.002189439976164,-0.0124543720273345,-0.0194461996629615,-0.0238775030565375,-0.174408860216058,0.0160884126718519,-0.0196577665203312,Female,29,No,Yes,Employed,Rural,Bachelor,1670911200
1,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,2733b0d0-8267-4f9f-8a05-156a6c48d378,no_churn,0.5158911,0,no_churn,0.306774979714987,0.0795061447016814,0.0396902529020553,0.0249765031345486,0.0807427106290924,0.17768223260538,0.0412619900248091,-0.0246609590043954,Male,65,Yes,No,Employed,Suburban,Bachelor,1670911200
15,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f6780a87-f7d2-4e1b-a86a-f1ae69570585,no_churn,0.22142388,0,no_churn,-0.0180846361596286,-0.0095852457379487,0.0165000012640621,-0.157319806200831,-0.0527498889328444,0.0330119849910079,-0.0386210103591201,-0.0341775498926199,Female,73,Yes,No,Unemployed,Suburban,Master,1670911200
0,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,2cd40448-c74b-4ae9-b78d-6796a8a7297c,no_churn,0.011810221,0,no_churn,0.283799181972636,-0.0075355097454848,0.0472726679452989,-0.012710077254469,-0.0133866061227217,0.150059227444408,0.0731692567220852,-0.0334442894994208,Female,46,No,No,Unemployed,Rural,Bachelor,1670911200
35,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,85e23849-5924-46af-af46-6d803c474abf,no_churn,0.09331061,0,no_churn,-0.110086438137459,-0.0032852380840631,0.0464635186098166,0.004912165015703,-0.0311553191369966,0.0536229753421321,0.0280013208371747,-0.037499135638709,Male,77,Yes,Yes,Unemployed,Suburban,Bachelor,1670911200
19,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,3e8e79d7-2925-46d3-97e6-3a6a38c0f66d,no_churn,0.5731083,1,churn,-0.0561630568474902,-0.0104978968551222,-0.0732709476889067,-0.0413657009437156,-0.119805164147365,0.0345085771161393,0.0117137728792477,0.0458542640409359,Female,49,Yes,Yes,Employed,Urban,Bachelor,1670911200
56,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,e5dc14a4-3e8b-4fa6-b3b9-798fcacc6af9,no_churn,0.11211935,0,no_churn,-0.124198557883137,-0.0111629471552441,0.0248476117718018,-0.0607804986614428,-0.0096436932604501,0.0513798303108433,0.0397437648456252,0.0457883392151416,Female,72,No,No,Employed,Suburban,College,1670911200
15,Yes,No,Medium Speed,Expired,One year,100hrs+,Active,f8aca5ee-fb75-4087-9bc2-7087dfb11d6d,no_churn,0.28871167,0,no_churn,0.0190505740222215,-0.0074644349310983,-0.0288826048271039,-0.110402169675053,-0.0332680426611659,-0.120867711045266,0.0590771180495903,0.0537311198432871,Male,48,No,No,Employed,Rural,High School or Below,1670911200
27,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,2c2edc31-d1b6-49e8-9fb4-384b08443cb9,no_churn,0.3047881,0,no_churn,-0.119865790895083,-0.009480998648487,0.013476562622809,-0.115665277553376,-0.0964659892713643,0.0485940402224241,-0.0201694842979577,0.030550784502866,Male,41,No,No,Employed,Urban,High School or Below,1670911200
30,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,a9cd08e9-45cf-4763-9118-4dab75c37dbd,no_churn,0.3781587,0,no_churn,-0.168197231070808,-0.008869065378858,0.0232536097616321,-0.0032997445233741,-0.0978332600395333,0.0631864656223478,0.0373391759430705,0.0578938982741965,Female,21,No,Yes,Disabled,Suburban,High School or Below,1670911200
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,2706f358-142d-4f64-8172-da24c439adce,churn,0.3113181,1,churn,-0.0538411478982379,-0.0041215546589046,0.0231392711225998,-0.0482211600509617,-0.124764242401507,0.0302741874501225,0.0316226941725835,0.0552191345843493,Male,49,No,Yes,Employed,Suburban,College,1670911200
60,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,2bc2255c-67b8-44eb-837e-29a9efe3fb2c,no_churn,0.09828098,0,no_churn,-0.171787049642776,-0.0076083924105478,0.0526564064661033,0.0565924498407002,0.0430938837899248,0.0283518404440928,0.0376653870232257,0.0320093243176961,Female,41,No,Yes,Employed,Suburban,High School or Below,1670911200
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,c0b6ba12-c7cc-4b55-8562-71e9b94645a3,no_churn,0.13448447,0,no_churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Male,65,Yes,Yes,Employed,Urban,High School or Below,1670911200
54,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,7d00101a-54ef-4720-b0d1-a75bff3910ed,no_churn,0.14755715,0,no_churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,58,Yes,Yes,Unemployed,Suburban,College,1670911200
72,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,14a670cd-81ba-4c5f-9183-a1fab6fc9bca,no_churn,0.008841136,0,no_churn,-0.151635441839103,-0.0054980364014772,0.0007389769136898,0.0475412943575429,-0.0230561252383631,-0.161690950237635,0.0015394281369253,0.0230347023353851,Female,28,No,No,Medical Leave,Urban,Doctor,1670911200
34,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,8429951e-d6a8-48c9-a41e-70ba7e04b0c9,no_churn,0.038216762,0,no_churn,-0.217283237395195,-0.0025713174005795,0.0280950626640969,-0.106336659289627,0.0039962953740359,0.0480350186650684,-0.0106417784591303,-0.0123195372892587,Male,49,No,No,Unemployed,Suburban,Bachelor,1670911200
49,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,476f0ab3-1bb0-4d0d-8c93-72a5aabd7d13,no_churn,0.26254606,0,no_churn,-0.0800418156178966,-0.0024740359343377,0.0332440049896649,0.09913595038528,-0.0149662630861348,-0.181556003281712,0.0421499182942625,0.0388154251913692,Female,60,No,No,Employed,Suburban,High School or Below,1670911200
67,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,8bd319ed-ba08-48f6-8af8-4ecb7495172d,no_churn,0.07938161,0,no_churn,0.0094385390199568,-0.0005497897549867,0.0866775305939154,0.0797328839245346,0.0912559727239204,-0.12762947315241,0.0753941324658444,0.0799873950662731,Female,49,No,No,Unemployed,Suburban,High School or Below,1670911200
70,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,30c26289-ffe4-4863-8f30-b5fdd9818a79,no_churn,0.114115,1,churn,-0.134843459240838,-0.0064589778081608,0.0012189227083445,0.0773979771954145,0.0097742743152412,0.0280962912838822,-0.0220912754805385,0.0578800956341456,Male,22,No,No,Employed,Suburban,High School or Below,1670911200
66,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,b9b6fb90-8e75-41e5-996e-31eedf063ad5,no_churn,0.3550431,1,churn,-0.159984215536715,-0.0069321458016565,0.0080758945852539,0.0396732405615239,0.010068641550979,0.0450319784301154,-0.0720490998739342,0.0270895536596253,Male,27,No,Yes,Employed,Suburban,High School or Below,1670911200
52,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,a02b6dbf-72be-4a0c-90c3-96717008274e,no_churn,0.08150906,0,no_churn,-0.0067526657192865,-0.0011641181426966,0.0323076151151326,0.129388326666704,0.101674164088308,0.097359844677685,-0.0047716023887005,0.0029322899315411,Female,50,No,Yes,Employed,Suburban,High School or Below,1670911200
67,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,c57503e2-f1ba-47bb-a50a-498f07c22238,no_churn,0.1111101,0,no_churn,-0.142627407358832,-0.0031797932958215,0.012277666645532,0.023400434859559,-0.0129127778919792,-0.0857526265989327,-0.0025821453784192,-0.0276495032716047,Male,36,No,No,Employed,Suburban,College,1670911200
27,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,7e2a9b4c-6334-4632-82c5-dfd188e4bbf7,no_churn,0.37478188,1,churn,-0.038465539636627,-0.0034651148093507,0.0897514034705091,0.1583597012891,-0.0134930656160122,0.0990309212112242,0.0319349774414558,-0.0388222891312943,Female,36,Yes,Yes,Employed,Suburban,College,1670911200
26,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,0704a455-0e1b-4ace-8e52-ab0ef866aa19,no_churn,0.4340618,1,churn,-0.0040934407386885,-0.0037315692921765,0.128228674112252,0.164048753850238,0.0858275377007976,0.0985187883869912,0.0057765396079594,-0.0178857452846932,Female,72,No,No,Employed,Suburban,College,1670911200
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,3fb08aa5-63a0-4751-a01b-ad997c435917,no_churn,0.16356511,0,no_churn,-0.0739635874646774,-0.0030532669358581,-0.022254444734267,0.0204509370990172,0.0846333236155169,0.0762636651596403,0.113500444839397,-0.064724428702375,Male,68,No,Yes,Employed,Suburban,Bachelor,1670911200
7,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,89f0c41f-3279-4d3b-9a81-0b8654bda005,no_churn,0.5559582,1,churn,0.137488617870758,-0.0015812739704415,-0.0228230331363192,0.178223619467153,0.0331089922324099,0.0813869489886201,-0.0344776085443118,0.0368846669760932,Male,28,No,No,Retired,Suburban,College,1670911200
11,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,ab1e2e9f-b41d-4b92-b130-910814e36932,no_churn,0.2599302,0,no_churn,0.131432119013962,-0.0012794813316941,0.1102372007126,0.0211566439928174,0.170640974237631,0.147836511088099,0.0815033125531408,0.0491132483575893,Male,26,Yes,No,Employed,Suburban,Bachelor,1670911200
29,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,84e14bee-8a22-49e6-85c6-b795e33e713f,no_churn,0.127081,0,no_churn,-0.182985502721758,-0.0074098649986626,0.0282984533073795,-0.0285280850357594,-0.101940632304049,0.0596485582215427,0.0387755451469456,0.0601153764519222,Female,51,No,Yes,Unemployed,Suburban,College,1670911200
29,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,d44413ba-6492-4dd5-b848-a5968e3b9131,no_churn,0.12336621,0,no_churn,-0.0806927625128264,-0.0086439497497849,-0.0280992661560412,-0.0389668277489727,-0.0773404215832852,0.0384141625151824,-0.0137349065101443,0.0300378207833273,Female,36,No,No,Employed,Suburban,Bachelor,1670911200
13,Yes,No,High Speed,Expired,Month-to-month,<50hrs,Active,cf55098a-485c-45a0-b516-1ba8ceff1e0a,no_churn,0.1527895,0,no_churn,-0.0010756015843617,-0.0163796628447562,-0.0638581020920355,-0.137913231830062,-0.114454612792069,0.0531838389744734,0.0582213035088534,0.0532499182025276,Male,35,No,No,Employed,Suburban,High School or Below,1670911200
2,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,104bba5f-6593-4151-b6fd-2c570608d960,no_churn,0.3032444,0,no_churn,0.273796834390269,-0.0117636340108219,-0.0290770288801195,-0.0112890632548169,-0.084826625830683,0.118139184072634,0.0365616899784254,0.0557182105894571,Male,72,No,No,Employed,Suburban,Bachelor,1670911200
43,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,d415b326-c521-48ed-b8c5-88991e90fd7d,no_churn,0.3180239,1,churn,-0.152659876751022,0.0371541425997656,0.0009229491439691,-0.0400383313478869,-0.0725902161358862,0.0737484436849081,-0.0126890531187382,0.0371257908344887,Female,58,No,Yes,Medical Leave,Rural,Bachelor,1670911200
43,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,968f110a-6cbe-4765-a628-1cf5252521bf,no_churn,0.15222782,0,no_churn,-0.0934467900794152,-0.0023521208364945,0.0055977129426719,-0.0746914774235574,-0.0194690986304976,-0.10238968452084,-0.0043959807945975,0.0421212867682425,Male,73,Yes,No,Employed,Suburban,Bachelor,1670911200
12,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,e7ae8724-f042-407b-b996-66f951b4e4a3,no_churn,0.2496996,0,no_churn,0.097513294464843,-0.0014001709569765,0.133858660075448,0.0378403762768266,0.143208470750515,0.138574882459707,0.0500811507502476,0.0582971961191515,Male,72,No,Yes,Unemployed,Suburban,Bachelor,1670911200
69,Yes,No,Low Speed,Expired,Two year,<80hrs,Active,de6a8e52-428f-493f-b58d-75efead5264d,no_churn,0.017844466,0,no_churn,-0.0676548006111443,-0.0030519212894796,-0.0198819648949847,-0.0300609345239263,-0.0343455760989945,-0.130813837351079,-0.0114077842993447,0.0281906668195188,Female,73,No,No,Employed,Urban,College,1670911200
31,No,No phone service,High Speed,Expired,One year,100hrs+,Active,ed85c141-de29-42fe-b0bf-b34ff02438a6,no_churn,0.20619027,0,no_churn,-0.0488410828582709,-0.0021308127498923,-0.0264271065132379,-0.0530716520608894,-0.0093470446341143,-0.149107564855044,0.0155102970614007,0.0143888132348547,Female,49,No,No,Employed,Suburban,Bachelor,1670911200
72,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,6f6728bf-c70d-4e9c-994e-bb9807e5f90e,churn,0.04316461,0,no_churn,-0.0850891997874396,0.115247715700009,0.0691268335828954,0.0130716269571723,0.0158226374202547,0.0955845919735134,0.0238161992781067,0.0142267847870107,Female,29,Yes,Yes,Employed,Suburban,College,1670911200
20,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,a8182d86-c7af-46c8-868d-0d27d7a572ec,no_churn,0.34659064,1,churn,-0.0784766303751803,-0.0121365966803932,-0.0285198835933442,-0.081799566965592,-0.0808274351059299,0.0440190427971356,-0.0345526412084018,0.0432675556733283,Male,49,No,Yes,Employed,Suburban,Bachelor,1670911200
40,No,No phone service,Medium Speed,Expired,Month-to-month,<50hrs,Active,be656657-769c-40ba-84d6-57971c782b1b,no_churn,0.23084855,0,no_churn,-0.0406211805459042,0.0569001934356129,0.0335802186147702,-0.116596490159491,0.0201714551794884,0.0936859575197832,-0.0282285077092819,-0.0079177977193376,Female,56,No,Yes,Employed,Suburban,College,1670911200
13,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,099d9ddb-fd6a-4b9c-8549-02bf67bbfa19,no_churn,0.28769997,0,no_churn,-0.0362595757297208,-0.0075215490366099,-0.0264247635076208,-0.10407337579496,-0.0952424919452187,0.055377482516551,0.0196467643664982,0.0454713554254158,Female,60,Yes,Yes,Medical Leave,Suburban,Bachelor,1670911200
52,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,4279d344-5241-4018-b2cf-1c9943c0e3f2,no_churn,0.23873274,0,no_churn,-0.203403058288,0.039295154756719,0.0163152319528308,-0.0410618072146962,-0.129367487967293,0.0572254816311124,-0.0238495565466837,0.0258198886321133,Male,53,No,Yes,Unemployed,Suburban,Bachelor,1670911200
51,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,4df975bd-9dc7-4d9f-9051-3b86d335ad63,no_churn,0.14614001,1,churn,0.0787921203431858,0.102738363565002,0.0505677652429631,0.0156762576539642,0.0618621209190007,-0.0018173104386232,0.185882480261922,0.0772720622802194,Male,46,No,No,Medical Leave,Suburban,Bachelor,1670911200
4,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,dcc9b35e-a985-4b06-be81-c0706f0db4b9,no_churn,0.13114677,0,no_churn,0.0546827475447025,-0.0069700324862787,-0.106506881625401,-0.129002655933191,-0.0053846206562229,0.0680226902927916,-0.0313996050559762,-0.0590972610077187,Male,59,Yes,No,Unemployed,Urban,College,1670911200
16,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,fe5ee804-197e-44c8-b1f3-f60135cd36dd,no_churn,0.015627129,0,no_churn,0.148747254948248,-0.0063068590389593,0.0163703630145391,-0.040338746141133,-0.001119077496296,0.097853830140466,-0.0405146246133335,0.0102975856103148,Female,34,Yes,No,Employed,Suburban,College,1670911200
69,Yes,No,Low Speed,Expired,Two year,0hrs,Disabled,8e2ebc03-0a2b-4328-9feb-cec04dec606b,no_churn,0.0115897339999999,0,no_churn,-0.0622467124813965,-0.0037732506257998,-0.0201366850677277,-0.0324022622291931,-0.006523424991501,-0.104447477673939,-0.0130992313227625,-0.0263971071498554,Female,65,Yes,No,Employed,Suburban,Bachelor,1670911200
11,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,ab9ba138-9259-4c29-90df-4d684d2a6082,no_churn,0.13506526,1,churn,0.0120523330602191,-0.004409738063332,-0.0334319498587137,-0.0323547317722659,-0.0751359382885766,0.0688476957258899,-0.0086343205800585,-0.0068643523077662,Male,80,No,No,Medical Leave,Rural,High School or Below,1670911200
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,535c407d-9abb-4a57-aa33-e620f2f0c2d3,no_churn,0.4563346,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Male,48,No,Yes,Unemployed,Suburban,Bachelor,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,6e19ee30-04a7-4043-bf6e-1ef998c8294a,churn,0.3649339,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,40,No,Yes,Employed,Suburban,High School or Below,1670911200
35,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,b17575d6-31e6-4a95-958a-c180959ffec1,no_churn,0.0073101167,0,no_churn,-0.104408748371125,-0.0062547768099739,-0.0233391489903624,-0.107840558423823,-0.011337537815416,0.0383704975338059,0.0272069453492076,-0.0214228249959705,Female,65,No,Yes,Employed,Rural,High School or Below,1670911200
46,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,4d5bb61f-e536-4c4a-8bad-8a821d0a1011,no_churn,0.14242908,0,no_churn,-0.0720748355619798,-0.00364547916839,0.0197090806441519,-0.0158012470432186,-0.0609657365814746,0.0649095355144163,0.0849912985162518,-0.0428630511935443,Male,67,No,Yes,Medical Leave,Suburban,College,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,8178a5f2-eddf-4e10-9fb2-5f37340e18be,churn,0.62016493,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,20,No,Yes,Employed,Suburban,Bachelor,1670911200
2,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,a7cffa53-ab1b-4572-a301-2b3a4c2516e8,no_churn,0.09418788,1,churn,0.167819533474849,-0.001426037699166,-0.0048110432193152,-0.0336253051543826,0.0646600560894512,-0.0514438942488868,0.0765849269349109,-0.038593906752385,Male,61,No,No,Employed,Suburban,Bachelor,1670911200
22,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,8463ee79-b318-4ed9-aff1-8399bb8b17a0,no_churn,0.06835978,0,no_churn,-0.0172571092883299,-0.0146247593669613,-0.0384288411405486,-0.0223104310221788,-0.0678107261666536,0.0656626214019161,0.0319712320944199,-0.0222281349840795,Female,20,No,Yes,Medical Leave,Urban,Bachelor,1670911200
3,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,fdbdc91d-a1d9-4519-a093-481e6af3fe69,no_churn,0.5825366,1,churn,0.102662442199126,-0.0072328868485055,-0.0234839238103268,-0.0813560658404821,-0.0268692452898812,0.0608228412480366,0.0003791863315746,-0.0114632926553713,Female,61,No,No,Employed,Suburban,Bachelor,1670911200
4,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,1013135f-0208-432f-8560-688127210972,no_churn,0.0919389999999999,0,no_churn,0.106553911637243,-0.0038275048661125,-0.0501555387572943,-0.0550040777727235,0.0444795410824735,0.0906299612506336,0.0232523727404259,-0.0341849728010402,Female,48,Yes,Yes,Employed,Suburban,High School or Below,1670911200
3,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,4bcf78a5-c266-40e2-ac56-fd88368879fd,no_churn,0.114721715,0,no_churn,0.0865695604485608,-0.0132601143903229,-0.0693687205296373,-0.0896763896526317,-0.068190593627105,0.0552095637962065,-0.0275763850435396,-0.0175563023868107,Male,55,No,No,Employed,Urban,College,1670911200
14,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,cc12e797-1619-46a5-b3c6-543f92988370,no_churn,0.1841552,0,no_churn,-0.0325795333604946,-0.0184968435427708,-0.051324839754925,-0.119673712372733,-0.0207036760040864,0.043319393132806,0.0138085484869952,-0.0233754880209016,Female,31,No,No,Unemployed,Urban,High School or Below,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,be6aed66-b528-4516-a2ef-3dc64f83fa09,no_churn,0.61982113,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,68,No,No,Employed,Rural,Master,1670911200
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,27f58508-8504-4f34-9bc0-429cc07dccfa,no_churn,0.13114677,1,churn,0.0592229399142161,-0.009453618731477,-0.033195964314691,-0.105658613004289,-0.142468447272768,0.0621073078191693,0.0200089505977484,-0.0395887070735625,Male,33,No,No,Employed,Urban,Bachelor,1670911200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c152791b-29b6-4ff9-858b-28c7667c7ec9,no_churn,0.32851294,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,48,Yes,No,Unemployed,Suburban,College,1670911200
46,Yes,Yes,Low Speed,Expired,One year,100hrs+,Disabled,e46e095b-7f13-45d5-9343-3723568053e8,no_churn,0.022918962,0,no_churn,-0.122434959534785,-0.0062731266966511,0.0108600768259566,-0.0264065283108084,0.0003733659478893,-0.0624535541222212,0.0470235520619098,-0.0322149776181231,Male,76,No,Yes,Employed,Suburban,Master,1670911200
40,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,6ee2abaf-2831-4731-8cee-a8933cee7944,no_churn,0.008112591,0,no_churn,-0.0856177940417092,-0.0138796314637511,-0.0892361894268242,-0.0214154866554144,0.0235331340746415,0.0713653789933232,0.0726923388132399,-0.0394679003884903,Female,73,No,No,Unemployed,Rural,Bachelor,1670911200
54,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,02502567-0d2f-4a57-a8ed-d55ba3d5cd3b,no_churn,0.013282209,0,no_churn,-0.0626715216836692,-0.0045887121156556,-0.0326660573109211,-0.0064199896562331,0.0731464385277104,0.0432835648802392,0.0934850399988681,-0.0625949123571899,Male,47,Yes,No,Medical Leave,Suburban,High School or Below,1670911200
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,afed50ac-7f01-483f-842c-488f4068176a,no_churn,0.008229515,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,43,No,No,Medical Leave,Suburban,College,1670911200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,974bb327-3736-46a5-9218-f8196716bf5d,no_churn,0.29938555,0,no_churn,0.191679576125171,-0.0130906429729657,-0.0394897504288201,-0.0529959791801411,-0.0997616108185957,0.0925720995277151,-0.0442110614862303,-0.0066676314415963,Male,29,No,Yes,Unemployed,Suburban,Bachelor,1670911200
1,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,93e8dd6b-b834-46c8-9114-ccb4f4363614,no_churn,0.7218655,1,churn,0.274998778829822,0.0767436171694407,0.041028993098962,-0.0059732049854937,-0.0211010010724658,0.173376759530975,0.0718074577452989,-0.0301056121650981,Female,80,No,No,Unemployed,Suburban,Doctor,1670911200
62,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,28e31a29-1dd2-4505-b7b6-a06bf25ea167,no_churn,0.0051719984,0,no_churn,-0.0507574012701752,-0.0007777511435233,-0.0031158802190429,0.0357630777446684,0.0164430600943387,0.056874990310398,0.0676130810307813,-0.0510693274458935,Male,28,No,Yes,Retired,Urban,College,1670911200
2,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,9aafa19e-bc29-44c4-b5e4-d3a086c55781,no_churn,0.5405964,0,no_churn,0.237717971290449,-0.0095313662832631,-0.0225579005901363,-0.0326095964820069,0.0307461157068974,0.125380114105737,0.0635496645458624,-0.0296891401574794,Female,55,Yes,Yes,Employed,Suburban,Bachelor,1670911200
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,a8308f10-111a-4b44-8e59-4368d7e320eb,no_churn,0.31971064,1,churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Male,64,No,Yes,Unemployed,Rural,College,1670911200
27,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,50919d58-fc11-4751-b8ed-c73b3448d45e,no_churn,0.017881762,0,no_churn,-0.107203474960006,-0.0159657346072526,-0.0395785701462045,-0.0197828181972272,-0.093337114222304,0.0354053054858195,0.0176215356941793,-0.026185279644942,Male,77,Yes,No,Employed,Suburban,College,1670911200
33,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,311d1663-c699-4a52-bc65-d87e51436031,no_churn,0.011607774,0,no_churn,0.0105312888852859,-0.0011212940701625,0.0688126564918639,0.0143973420196743,0.0180455020878798,0.073931731447501,0.122826522418909,-0.0551403723511793,Male,34,No,No,Employed,Rural,College,1670911200
19,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,c0576ee7-29d3-4b75-9dd7-00c13088998f,no_churn,0.123198405,0,no_churn,-0.0591307377216617,-0.0094520230351554,-0.0567943476570235,-0.0639592704284768,-0.0784417390302951,0.0322867478448097,0.0206742511877746,-0.0342090333009582,Male,21,No,Yes,Employed,Suburban,College,1670911200
43,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,45a9d4e0-5631-41e3-9b04-5ad0d04e0aaa,no_churn,0.018347185,0,no_churn,-0.0506669729434497,-0.0031556509655274,-0.0119639731269853,-0.0805267754296437,-0.0187653761287219,-0.102648352019646,0.0133493174565546,-0.014648369309607,Female,80,No,No,Employed,Suburban,High School or Below,1670911200
12,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,af174655-f04d-4087-a22f-9ef6e5868437,no_churn,0.10221886,0,no_churn,-0.0205059571674519,-0.0049175337953602,-0.0895504292378154,-0.0296087573858312,0.0331322534987066,0.0636668552723404,0.033571416597806,-0.0329085133791704,Female,38,Yes,No,Employed,Suburban,Bachelor,1670911200
31,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,6eddd87d-c4dc-463a-81ee-4ae8ce5d0ac1,no_churn,0.0070516382999999,0,no_churn,-0.0648872022539944,-0.017140674004222,-0.0806370893439088,-0.0368021373946339,-0.0841394467748978,0.0501107060070717,0.0151246459937465,-0.0206549522826753,Female,65,Yes,No,Unemployed,Suburban,College,1670911200
24,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,bc0af2a4-8998-42f6-a84a-c75537a878f9,churn,0.008992807,0,no_churn,-0.0104304841550219,-0.0064245190148722,-0.023754547350345,0.0471157801731169,0.0253971707077835,0.0662746891880124,0.0088752568074414,-0.0019128252201699,Male,77,No,No,Employed,Suburban,Bachelor,1670911200
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f79af425-fa19-40e0-a7e1-194e628b683f,no_churn,0.121155374,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,23,No,Yes,Unemployed,Suburban,Bachelor,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,db00dba1-a548-455e-875b-aeb018b3b608,no_churn,0.30501375,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,31,No,Yes,Employed,Suburban,Master,1670911200
10,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,6ccc1ffd-40be-451f-aef5-790b5dfea1b1,no_churn,0.30139643,1,churn,0.0382624042454153,0.0883242117771897,0.0316098779277945,-0.0473993190833289,0.0256107787079417,0.127412891634922,0.0614220041770295,-0.0505070881459414,Female,34,No,No,Employed,Urban,College,1670911200
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,03aef7d5-bf16-4316-8128-479378499608,no_churn,0.0076591919999999,0,no_churn,-0.140693455348282,-0.0100120479455472,-0.032137411675576,-0.0223015453188963,-0.0779900935547084,0.0365802992570752,0.0206995558985181,-0.0231714535280116,Female,30,Yes,No,Employed,Rural,Bachelor,1670911200
31,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,e4482cf2-bd0f-4dfc-a3e2-96c51ae9fc58,no_churn,0.020961735,0,no_churn,-0.0750961025313972,-0.0069032344744482,-0.0694592475919398,-0.0339405836437254,-0.0199410536966661,0.0594244565257668,0.067887305314025,-0.0443786425431244,Female,47,No,No,Employed,Suburban,College,1670911200
1,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,8ee3a37f-c6ad-4985-9b81-a34af41ac954,churn,0.37696254,1,churn,0.190801404553567,-0.0102321295457295,-0.0729763602386628,-0.0580526402113537,-0.0349252722206165,0.0818922959656447,-0.0143868093284436,0.0017966516738852,Male,30,Yes,Yes,Unemployed,Suburban,Bachelor,1670911200
25,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,a9d84c81-a5cf-44b3-9f82-de4618ac877e,no_churn,0.0336172879999999,0,no_churn,-0.0840377546921899,-0.013135875999942,-0.0469130779831539,-0.0815961838266685,-0.0444192858090536,0.0211330733432078,-0.002590693582897,-0.0174663526494077,Male,29,No,Yes,Unemployed,Suburban,College,1670911200
15,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,8f9c2787-2f2a-414e-9657-2c84218aff17,no_churn,0.5056646,0,no_churn,0.0806422923873924,-0.013863108300975,0.0628539223958614,-0.0515657113657107,-0.0903652342702844,0.0743767912670227,-0.0473373008249927,0.011013249227999,Male,32,Yes,Yes,Employed,Urban,High School or Below,1670911200
0,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,39aebc73-503b-480f-95e0-c42b3ad1611c,no_churn,0.015783109,0,no_churn,0.24032550398596,-0.0105995183081358,-0.003620575037803,-0.0646304784070616,-0.0269518056742799,0.126369680217586,0.0794794231146352,-0.0454408650913592,Female,34,Yes,Yes,Employed,Suburban,Bachelor,1670911200
9,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,a8d209c3-9601-4519-b8ca-9d05876cc3e3,no_churn,0.13536757,0,no_churn,0.0493378963930263,-0.0085079185097856,-0.0011930725673846,-0.110792149745976,-0.0675701426701743,0.0723962238828608,0.0376933618727343,-0.0268225267917841,Female,50,Yes,No,Unemployed,Suburban,Bachelor,1670911200
11,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,169be91f-1309-4bc2-a46d-9581e18d358d,no_churn,0.16825213,0,no_churn,0.0226608268500604,-0.0103011546217385,0.0113821604968416,-0.0796646375435557,-0.0507134792072429,0.0595461531012188,0.0454694566024409,-0.0290721424170897,Female,66,Yes,Yes,Employed,Suburban,Bachelor,1670911200
33,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,d580eef8-409e-42df-a789-aea9052d192c,no_churn,0.03341157,0,no_churn,-0.0864368137671408,-0.0049033550843159,-0.0656909898875983,-0.0822044791865937,-0.0053940041522491,0.048485486341824,0.0337892819068838,-0.0300046113842836,Male,62,No,No,Employed,Suburban,High School or Below,1670911200
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,3fab563f-0fc8-4317-9178-dab6c5161f6c,no_churn,0.3294307,0,no_churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Female,24,Yes,No,Employed,Suburban,High School or Below,1670911200
54,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,a1c1e586-6fb6-41e1-8e11-b65db169581f,no_churn,0.015655981,0,no_churn,-0.0629063830703125,-0.0037544117297875,-0.016392371793454,-0.0171135797494935,-0.0330745153935549,-0.0953887798132564,-0.0146634714525862,-0.0173993062231875,Male,52,Yes,No,Medical Leave,Rural,High School or Below,1670911200
71,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,7d19444d-4ad4-4b82-9c98-2846dc16fd39,no_churn,0.011089733,0,no_churn,-0.125652848735217,-0.0169780753839586,-0.0408827965735872,-0.0392309496309008,-0.0596734413884314,0.0347223795545323,0.0226764384384296,-0.024006858021039,Male,30,No,No,Employed,Rural,Doctor,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,93504113-01e7-4d54-81c2-263a7e0a112c,no_churn,0.4668074,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,62,Yes,No,Employed,Rural,College,1670911200
7,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,08ee85c4-354c-4952-a14e-22a934930c25,no_churn,0.15304172,0,no_churn,0.0124715579598796,-0.0083371439396796,-0.0556002656486998,-0.0971922916324365,-0.112496565584406,0.0351545047727086,0.025040624775529,-0.028066572976968,Female,35,Yes,Yes,Unemployed,Suburban,College,1670911200
20,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d1817f81-131c-4cc5-8c5d-b981b8d5f4f8,no_churn,0.02367213,0,no_churn,-0.0074900257136505,-0.0098673253875676,-0.0112993007534896,-0.0472027477613573,-0.0212370313163592,0.0587816611601192,0.0557473335129543,-0.0428991898073854,Female,77,No,Yes,Employed,Rural,College,1670911200
71,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,e3b70da5-f906-48f1-8c0f-9a38ff468e07,no_churn,0.0023285989,0,no_churn,-0.0797496668773465,-0.0118476678795195,-0.0380563726165655,-0.0276758505334373,-0.0104951987111599,-0.103243808290335,0.0184445586425863,-0.0164021461537504,Male,59,Yes,Yes,Medical Leave,Suburban,Bachelor,1670911200
45,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,319c6237-f2a9-485d-bfd9-8d3284fe375e,no_churn,0.03060152,0,no_churn,-0.161973314550796,-0.016908291809741,0.0088846523078427,-0.0606560911843007,-0.0207227100076943,0.0335642079740046,0.015991587018525,-0.0222061919000771,Female,71,No,No,Unemployed,Suburban,High School or Below,1670911200
7,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d00a0006-fc64-4985-9b77-e914ef290d5f,no_churn,0.14383176,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,68,Yes,No,Unemployed,Suburban,Doctor,1670911200
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,ce29ec03-bf9f-4ed4-879c-bc0148394301,no_churn,0.118525535,1,churn,0.143685526634335,-0.0033065565202559,-0.0430416258125751,-0.0079162964605166,0.10102146754688,0.11551542132961,0.0377249790330915,-0.0190423941138396,Male,30,No,No,Employed,Rural,College,1670911200
38,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,d8fa2843-7362-4b9f-8ab8-370979eb7d98,no_churn,0.0070077027,0,no_churn,-0.0081270804114592,-0.0040989939678729,-0.0024177170937036,-0.0630355502311795,-0.0013963915828026,-0.185500375666197,0.0056125540297671,-0.0100625957920601,Female,20,No,Yes,Unemployed,Suburban,High School or Below,1670911200
37,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,6e1cd91d-626b-4956-b35c-5101fb6b1c94,no_churn,0.04334506,0,no_churn,-0.0707434418411503,-0.007288898178449,-0.0435262173563751,-0.111085468318215,0.0006806645309188,0.0436786464954275,0.0083709807644845,-0.0191124177565325,Male,41,No,Yes,Employed,Suburban,College,1670911200
21,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,be3b297f-d684-4b58-8d76-478ee75e02cd,no_churn,0.15671664,0,no_churn,-0.0728313976595836,-0.0111390096073864,-0.0499942287958219,-0.0590848707492932,-0.0896071327866957,0.0342256221216121,-0.0018380001197874,-0.0187571343851232,Female,32,Yes,Yes,Disabled,Suburban,Bachelor,1670911200
17,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,b01e21ca-35c6-47d8-8c1e-7e0b1791d8f8,no_churn,0.18695933,0,no_churn,-0.0535111227872039,-0.0431678213750456,-0.0209447789906698,-0.0552136320268891,-0.0552673504281028,0.0803456031327004,-0.0379570582824726,-0.0133099902501362,Male,21,No,Yes,Employed,Suburban,High School or Below,1670911200
9,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,10fe8b10-d384-4b0c-bcc2-ce371d1cc6c2,no_churn,0.44693068,1,churn,0.072914012558167,0.0933529837824926,0.0257345776375495,-0.0211455338118457,0.0588656756629825,0.130289467123234,0.0177430670685134,-0.0127327797617181,Male,33,No,Yes,Employed,Urban,High School or Below,1670911200
2,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,70d03260-43b5-4069-8cfe-4e48e8f0c407,no_churn,0.19496942,0,no_churn,0.121811006720254,-0.0101717821365309,-0.051078438227687,-0.0784746861250823,-0.0331129000199507,0.0593293664094562,0.0750073734371108,-0.0294284848014103,Male,67,No,No,Unemployed,Suburban,High School or Below,1670911200
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,7d9ea301-c2c4-4f6d-8240-db55a459bcaa,no_churn,0.2831284,0,no_churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Female,80,No,Yes,Employed,Suburban,College,1670911200
2,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,6f556b47-ccd0-475a-8c09-75ae89ed369a,no_churn,0.2880462,1,churn,0.0992624541228542,-0.014437049131593,-0.0771136252661381,-0.175074546992219,-0.0767243609741672,0.0324626738551523,0.0198693850810013,-0.0202894034477867,Male,57,No,Yes,Unemployed,Suburban,High School or Below,1670911200
5,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,c416c9bc-1044-46f7-b98f-e10b821c11de,no_churn,0.10940991,1,churn,0.17887307977298,-0.0009408008327955,0.0394391080136665,-0.0176840013623359,-0.0326080166314068,0.110530151905223,0.0108424500631281,-0.0116685972370214,Male,50,No,Yes,Employed,Suburban,High School or Below,1670911200
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,ea4a33c2-ec55-4659-920b-a0b51ec72453,no_churn,0.039332774,0,no_churn,0.092784729063901,-0.0071367288992587,-0.0634762322590495,-0.0545398742399947,0.0178162568600782,0.0868424493785732,0.0311899268204069,-0.0327867276559391,Male,20,No,Yes,Employed,Urban,High School or Below,1670911200
24,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,55490264-940b-43d9-822a-0b5bc133cb5c,no_churn,0.0070492616,0,no_churn,-0.003700437923444,-0.0111924395220921,0.0982244875640753,0.0067360725530943,0.101994141812484,0.10358855230852,-0.020049366274743,-0.0477040830204168,Female,75,Yes,No,Unemployed,Suburban,Master,1670911200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,f6c18e56-d69f-46fe-8b84-758d24f36789,no_churn,0.15382855,0,no_churn,0.184405844809571,0.0014285420909254,-0.0012034589584436,0.0292270293440742,0.068531876647421,0.118826375635372,0.0922555962626574,-0.0506170005404237,Female,21,Yes,Yes,Employed,Urban,High School or Below,1670911200
1,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,9ab8fa49-b6ba-4b70-a379-daaac0f1a68b,churn,0.7785517,1,churn,0.19693904956227,0.0829109134371447,0.023202949698807,-0.0103156785162173,-0.0604815982047057,0.147907489837544,-0.0204207870284244,-0.0069572197996694,Female,31,Yes,No,Medical Leave,Suburban,College,1670911200
48,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,4e552aa7-6444-4921-ae4e-2fa799507ac9,no_churn,0.008676273,0,no_churn,-0.113493237537732,-0.0114336553581233,-0.0361441056836338,-0.0831304051226652,-0.0108606531375335,0.0226893714672405,-0.0170625036247292,-0.0195909629782363,Male,50,No,No,Employed,Suburban,Bachelor,1670911200
67,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Disabled,cd96d074-ea32-4a50-a712-4919ff7eaa7a,no_churn,0.0056599643999999,0,no_churn,-0.0652471879506265,-0.0039324308251343,0.0010976526759441,-0.0387235160750788,-0.0219712306881592,-0.120214254931543,0.0087242077045993,-0.0187593932192976,Female,59,No,Yes,Employed,Suburban,Bachelor,1670911200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,876e3e72-80c4-4032-902b-08db70e67831,no_churn,0.387835,1,churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Male,73,Yes,No,Employed,Urban,High School or Below,1670911200
40,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,b9dc9179-3607-4fed-bcb1-7078c85290b7,no_churn,0.008521788,0,no_churn,-0.119126615194218,-0.0139549550049559,0.0458816316608317,-0.0191859762795502,0.0626299222727902,0.062027144695794,-0.0038300907395387,-0.0184672123979908,Male,36,No,Yes,Employed,Suburban,High School or Below,1670911200
56,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,79db3392-dfb3-460a-aa17-fab637dccb95,no_churn,0.020155257,0,no_churn,0.0054577220164355,-0.0032942992278549,-0.0482778607560976,-0.0624003422870191,0.0623896587070339,0.0369573525972828,-0.0351098224720317,-0.0447485596121077,Male,57,Yes,No,Unemployed,Suburban,High School or Below,1670911200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,ead420b0-4feb-4bc3-941e-5c523a5455a3,no_churn,0.61030227,1,churn,0.298299782483582,-0.0082118965763038,-0.0159083566080835,-0.035961474870337,0.0351314828689646,0.145386154714347,0.100961121993751,-0.0507744499034015,Male,63,No,No,Unemployed,Suburban,Bachelor,1670911200
69,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,6f53ff3b-ffa5-482b-88a2-d179465551b5,churn,0.03397865,0,no_churn,-0.108048997684418,-0.0185128477610851,-0.0385187682063133,-0.0424130576145671,-0.0442059126886761,0.0341714947097443,-0.0168257604223526,-0.0246723022100559,Female,44,No,Yes,Employed,Suburban,High School or Below,1670911200
52,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,5f372b5e-162e-416e-91b0-231a2e8d7945,no_churn,0.0231743529999999,0,no_churn,-0.124296641925966,0.0691141988879007,0.036401059557611,-0.0010516530025688,0.0055393911049122,0.0760610297540461,0.0363397747871295,-0.0171333071444587,Female,24,No,No,Employed,Urban,Master,1670911200
48,Yes,No,Low Speed,Web_Chat_Support,One year,100hrs+,Disabled,9043374e-8375-4804-9c7a-16ca85cc02b1,no_churn,0.07670953,0,no_churn,-0.0598037462116917,-0.0063228748167239,-0.0299544540552778,-0.0373540703978869,-0.0060277450804824,-0.0740709674908248,0.0281461707801645,-0.0236384637678566,Female,27,No,No,Unemployed,Rural,High School or Below,1670911200
11,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,76c0325d-09c9-47ac-9b77-d78bf273b142,no_churn,0.802032,1,churn,-0.0315018033024989,-0.0168890206509058,0.0126497021297018,-0.0727380662286077,-0.159692135939522,0.048463734721181,-0.031336634347781,0.0203514041265316,Female,59,No,Yes,Employed,Suburban,Bachelor,1670911200
34,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,6fae0542-2fcf-478b-9d6f-0ee4ece6d2b0,no_churn,0.6451988,1,churn,-0.0717388863435644,-0.0006453463336583,0.098806231219105,0.016909865638936,0.0708366287230273,0.0916724784881626,0.0490584964529443,0.0859499323540876,Female,62,No,No,Unemployed,Suburban,College,1670911200
49,Yes,Yes,High Speed,Expired,Month-to-month,<50hrs,Active,3b944b6a-4a41-43f1-8865-c6c6c3cd619c,no_churn,0.40111974,1,churn,0.0094346720204703,-0.0072355061048074,0.112159444179197,0.0382765231945268,0.0299900047725441,0.127039219802473,0.111199718979278,0.0251097795825444,Female,67,No,No,Employed,Suburban,Bachelor,1670911200
72,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,318d3772-deba-4f23-b6a7-1acd891f2c9f,no_churn,0.08447975,0,no_churn,-0.151622002806228,-0.0124704571258666,0.0138850504297943,-0.0260942560726653,-0.0535079051067077,0.046878657622592,-0.0171445742868331,0.0410493351205104,Female,25,No,No,Employed,Urban,College,1670911200
2,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,f244dcc2-1c01-4463-bb16-75b45b040aa2,no_churn,0.9170641,1,churn,0.299899578813102,-0.0045177507713742,0.0872318838357841,0.0227103791025183,-0.0028976642539237,0.14377710734042,0.0507765070146524,0.0373271411184941,Male,44,No,Yes,Employed,Urban,College,1670911200
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,0cca5916-76de-4820-a4df-3ee846a4a207,no_churn,0.6506615,0,no_churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Male,59,No,Yes,Employed,Urban,High School or Below,1670911200
17,Yes,Yes,High Speed,Expired,Month-to-month,<50hrs,Active,a757b744-ed1f-4f4b-a799-0e0b5036f6f5,no_churn,0.5005728,0,no_churn,0.059188612277403,-0.0077330536040426,0.016497280930198,0.0071710383580102,-0.0595289804689127,0.0592339078998975,0.142651312898361,0.0534937337463452,Male,33,Yes,Yes,Employed,Rural,College,1670911200
34,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,e01bab3a-4316-4c84-9293-8206534054d8,no_churn,0.400686,0,no_churn,-0.087127079492302,-0.0029533399458705,0.0325204605801172,-0.0661327839923024,-0.111950749425105,0.060845474904645,0.0183077490322557,0.0287974522305557,Male,72,No,No,Employed,Suburban,Bachelor,1670911200
59,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3cf0c840-5ee2-48b0-bd7b-66bbe2c2177b,churn,0.44390887,1,churn,-0.197360863637778,-0.002767143945457,-0.0435968070143462,-0.0231245688281615,0.0365221828849826,0.0396152473942129,0.0089068711557047,0.0577789281986406,Male,63,No,Yes,Disabled,Suburban,Bachelor,1670911200
46,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,a8920900-06d7-41ab-b710-97faa5ef1102,no_churn,0.29935464,1,churn,-0.20176094210492,-0.0008036316177822,0.0658669514462781,0.0534367142394694,-0.0604025646363334,0.0747156025730692,0.0399618557066241,0.0699598637974304,Female,80,No,Yes,Employed,Rural,High School or Below,1670911200
19,Yes,Yes,Medium Speed,Expired,Month-to-month,<50hrs,Active,2dd25207-bc4d-42e6-8da6-273067c38be4,no_churn,0.61644536,1,churn,0.0092347258481322,-0.0036926725333614,0.047348272577874,-0.199756481121403,-0.0022624243860718,0.0509090976550851,0.0541608275187172,0.0150325040416646,Female,73,No,Yes,Employed,Suburban,High School or Below,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,7012d026-4ddc-4dab-9c28-7c60da8e7919,no_churn,0.8822181,1,churn,0.181782807418876,-0.0114568083470658,-0.0795403349828848,-0.0150731693184752,-0.0929022086141685,0.0654949515586122,-0.025357067337627,0.0114780612071263,Male,55,Yes,Yes,Employed,Suburban,College,1670911200
32,Yes,No,High Speed,Expired,Month-to-month,<50hrs,Active,ae01d056-293f-4775-84aa-d850533278bf,no_churn,0.2693776,1,churn,0.0054126741754498,-0.0063995518496085,0.0100704072664484,0.0111004408994631,0.0114384615776725,0.0884950726819988,0.150949884964848,0.0799064650495347,Male,71,No,Yes,Unemployed,Suburban,High School or Below,1670911200
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,40963893-5c9d-4bbf-ae2a-2bc346ae1399,no_churn,0.41286957,0,no_churn,-0.197523445842335,-0.004824184974077,0.0155749666605242,0.0215240145230564,-0.0236167989065597,0.0538254033835983,-0.0440999597532845,-0.0229795820354775,Female,60,No,Yes,Employed,Rural,Master,1670911200
29,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,b895f6ea-ae5a-41e6-8643-4056e4bf790c,no_churn,0.32420203,0,no_churn,-0.130696349492873,-0.0108939526549693,-0.116275604181101,0.0486020564261889,-0.0295083755721134,0.0222381747484905,-0.0031087450782069,0.0039499752997471,Male,71,Yes,No,Employed,Rural,Bachelor,1670911200
24,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,47d0ef64-1e74-4d5a-97fa-448db63ea33b,no_churn,0.73860407,1,churn,-0.0013408626820137,-0.0046109288267689,0.115555051625797,0.113557564762705,0.0136368837449754,0.0830869096331571,0.027720035655293,0.0719406252566113,Male,79,No,Yes,Unemployed,Suburban,Master,1670911200
8,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,cdd4b53c-90a8-484c-aa19-6873c8989f05,no_churn,0.6243774,0,no_churn,0.0110337091579549,-0.0081692585478867,-0.028517959703613,0.10092873438075,-0.10959035456694,0.0594842099168045,-0.0260705549335989,-0.0481246798700385,Female,49,Yes,No,Unemployed,Rural,College,1670911200
26,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,5d58b536-f68b-428d-8f6b-82356025cd04,no_churn,0.12081574,0,no_churn,-0.205313729035488,-0.0094507222632091,-0.105103844431078,0.0529790728804073,-0.0627395420267203,0.0376794729885841,0.0126170343719149,0.0103061056621299,Female,77,No,No,Employed,Suburban,College,1670911200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a143406d-d843-4dce-990e-8e9180b02682,no_churn,0.7079699,0,no_churn,0.0593982776080974,-0.0024003367141813,0.0683279208956537,0.0123667112077782,0.0722319181668717,0.0793849755988867,0.0540500015440557,0.0493643885742858,Female,56,Yes,Yes,Employed,Rural,College,1670911200
18,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,1108d47c-0258-4b78-991b-610a49300e01,no_churn,0.5454251,0,no_churn,0.0237981661294907,-0.0040367060238349,-0.0531191189096443,0.130338593408842,-0.0315849301438538,0.0444312052738496,0.0712961458894642,0.0715171619061038,Male,47,No,Yes,Retired,Suburban,High School or Below,1670911200
26,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,21f5f4f5-87b8-4784-ac5d-bea634a6e425,no_churn,0.5935275,0,no_churn,0.0098443189671525,-0.0053550408139562,0.118492336021782,0.173634719054544,0.0644399825733216,0.114295630732113,-0.0084176650479685,0.0090395752536278,Female,72,No,Yes,Medical Leave,Suburban,Bachelor,1670911200
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,6fa34b0d-9f49-437a-a75a-8a97e8d5d689,no_churn,0.5385393,1,churn,-0.0130467624315406,-0.0031823109293327,0.127216134451273,0.0888803693773297,0.0870872964810769,0.130878897776383,0.0508862518658406,0.0334841468679042,Female,62,No,Yes,Employed,Suburban,Master,1670911200
55,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,e31a6f30-28e5-4950-abad-a12213c12ca9,no_churn,0.17857964,0,no_churn,-0.0273863096870263,0.0006036699676769,0.033982048296657,0.179844426529544,0.130930432629611,-0.0145522748004805,0.167253266647549,0.0902986048440652,Female,79,No,No,Employed,Urban,College,1670911200
47,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,d94b3913-371c-4189-a0af-57dbec51457e,no_churn,0.40042236,1,churn,-0.0695178355865118,-0.0047683663188945,-0.0471102757910921,0.0732162131088989,-0.0773848171449753,0.0277032389224041,-0.0085159204961746,0.0173516110883974,Female,68,No,Yes,Employed,Suburban,College,1670911200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cbcf60bc-f381-4490-9744-ed3a82fe4acb,no_churn,0.87201065,0,no_churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,35,No,Yes,Employed,Suburban,Doctor,1670911200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,11ba155d-5f41-47d1-b3d9-e12c30de8763,no_churn,0.488763,0,no_churn,0.210110039522406,-0.0041093540459405,0.0380437332235487,0.0787089802795344,0.0499911185072232,0.11607038872,0.106769439287109,0.0753895122011272,Female,57,Yes,No,Unemployed,Rural,Master,1670911200
10,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,01f47bf9-078e-408c-b4a1-9859349ceac2,no_churn,0.6740527,1,churn,0.0697435462640441,-0.0095274936766145,0.0041290892113556,0.173275267942481,-0.0507949170101892,0.0643616456570635,0.0934013323274212,0.006385382787057,Female,36,No,No,Employed,Rural,Bachelor,1670911200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,280ea27e-4fa4-4963-ad84-8e072c9f46d8,no_churn,0.7433134,1,churn,0.158927072376919,-0.002755613003228,0.0408618168695738,0.120456568711361,0.0981831817245347,0.150658824094444,0.107302442462551,0.0573395693866041,Male,74,Yes,No,Employed,Rural,High School or Below,1670911200
32,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,0877af04-29b8-4998-b95f-2c193afcadcd,churn,0.30021274,0,no_churn,-0.0878113503241547,-0.0017771632963922,-0.0066750854854035,0.0975195373236602,-0.0460613221155108,-0.060582507693889,0.0326626809442132,0.0636990592995061,Female,27,No,No,Unemployed,Suburban,Master,1670911200
71,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,2744a257-514c-4d93-9ca1-0b85632d3554,no_churn,0.057538304,0,no_churn,-0.197323527757089,-0.0075373149231381,-0.0177503185491787,0.0586421436931505,0.0282007953280754,0.0444926153005053,-0.0475893520978888,0.0448388063953098,Female,31,No,Yes,Employed,Urban,Bachelor,1670911200
31,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,10be8b6a-a8ec-43d9-a047-3614e1821f79,no_churn,0.50660527,1,churn,0.0509252198516696,-0.0014144891475734,0.09049717011756,0.16358778023884,0.0124562184233127,0.122623317743482,0.072366678276353,0.0774319634774838,Male,67,No,No,Employed,Urban,Bachelor,1670911200
18,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,bd0df389-e1f5-4ff2-bdb8-f37d516c2028,no_churn,0.43800652,1,churn,-0.140984465248794,-0.0089539043917466,-0.0389244769617926,0.0237162289855496,-0.0144466770979306,0.0314476504334197,-0.0038512552230804,0.0396374159783408,Female,43,Yes,Yes,Unemployed,Urban,Doctor,1670911200
69,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,c04e3e02-feaa-49c1-87c6-2323ff70b567,no_churn,0.051794473,0,no_churn,-0.111887573428776,-0.0060489024981689,0.006208257358362,0.0797470652159427,-0.0009374038436999,0.0347748545494414,-0.0113669898549187,0.0538178751293526,Female,42,No,Yes,Employed,Suburban,High School or Below,1670911200
39,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,358adf49-3f2c-4b69-add9-cd506d4825d6,no_churn,0.27682245,0,no_churn,0.0018708794166559,-0.0051881796452107,0.10308782362009,0.1114526393915,0.0842505731895471,0.117802549124399,0.088445722763372,0.0592518533529801,Male,66,No,No,Employed,Suburban,Master,1670911200
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,12b637ff-7ffb-4357-912f-77d526983a5b,no_churn,0.67362887,1,churn,-0.0870545190781968,-0.0034788683203441,0.044274958175647,0.0623957796018294,-0.0394129720851469,0.0600120179262103,-0.0474993278757028,-0.0482632196511622,Male,31,No,Yes,Employed,Suburban,Bachelor,1670911200
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1aa03472-8c06-46aa-8fc0-f23063652144,no_churn,0.38763973,1,churn,-0.0543244490093911,-0.0046433567632084,0.102865933329986,0.0230110506694927,0.0341868483564576,0.118759697645955,0.0832713596401936,0.0858467717114035,Male,24,No,Yes,Unemployed,Suburban,Master,1670911200
57,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,47980196-387a-4d79-b936-b71894bcdf1b,no_churn,0.2715443,0,no_churn,-0.16143374794221,-0.0108358090490582,-0.0187253334524211,-0.0026267011955951,-0.0462395763517724,0.0128845620157244,0.0373194580468361,0.0336309962419727,Male,43,No,No,Unemployed,Urban,Bachelor,1670911200
68,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,67542170-1bc8-4341-99ef-8eb4f01596ab,no_churn,0.2195715,0,no_churn,-0.123081423224594,-0.0011072772630177,0.0316332540907205,0.0338827060612948,0.0306947166392092,-0.0569448161516811,-0.0228625550544529,0.0587592460492032,Male,30,Yes,No,Employed,Suburban,College,1670911200
60,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ba4293ba-48f4-4e5a-a5ca-a658be93ddc6,no_churn,0.22053416,0,no_churn,-0.257475728129539,-0.0116969830559537,0.0221167945161323,0.0728964237242144,-0.0316158677251951,-0.0076623168177411,-0.0120501102732123,-0.0290383627589108,Female,77,No,No,Unemployed,Suburban,High School or Below,1670911200
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6d3b3ac5-3db5-49ac-8201-933cba77b5b6,no_churn,0.371777,0,no_churn,-0.132641540751147,-0.0035337040619924,0.0562845206073143,0.0779308388959543,-0.028077144133631,0.0526141840369746,0.0192684677354736,-0.050871773047238,Female,26,Yes,Yes,Employed,Suburban,High School or Below,1670911200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,0fb7227d-5c2a-4f05-b893-6090800e2afb,no_churn,0.37530753,0,no_churn,0.0925749356806773,-0.0065261494560127,-0.0337323902538173,0.0233808226581459,0.0379253059212533,0.103926617466359,-0.0053087056078766,-0.0113640909896003,Female,72,No,No,Employed,Suburban,High School or Below,1670911200
16,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,87185eff-2886-4c8c-9d61-fc94f81676b6,no_churn,0.47685152,0,no_churn,0.038523433229293,-0.0047441973885725,-0.0016791841440317,0.133216225305368,0.0040308692357484,0.0987070950097131,-0.0373034012548441,0.0113896769497478,Male,24,No,Yes,Medical Leave,Suburban,Bachelor,1670911200
2,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ef012497-bb2d-4b98-b8dd-29e63426e50f,no_churn,0.8409721,1,churn,0.219860602245235,-0.0047911523371294,0.0562571893805125,0.0725581036433141,0.0236330932646888,0.122784059716932,-0.0103323411873498,0.010564247672155,Male,29,No,Yes,Employed,Rural,College,1670911200
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,251369ae-4d49-44a7-9204-e35236880dcb,no_churn,0.096880384,0,no_churn,-0.016056501206699,-0.0064475940201191,0.13110019052765,0.0460359156170488,0.0937260606855397,0.091879940718295,0.0547586471136674,-0.0400736562138899,Male,24,No,Yes,Unemployed,Rural,High School or Below,1670911200
11,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1ac159b5-7118-4d59-a30c-88759c499d8a,no_churn,0.66246104,1,churn,0.0945470676928653,-0.0053679809402092,-0.0093894385714338,0.199957610661058,0.0464538074737174,0.110192205273734,-0.0534917867202193,0.0131834763243296,Female,33,No,Yes,Unemployed,Rural,College,1670911200
5,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,07f3641b-b657-4783-b127-a91dbf96e650,no_churn,0.76063067,1,churn,0.127787276205631,-0.0022235070887381,0.0173499351865939,0.138539420153365,-0.0145048798694188,0.0970225955520436,-0.0154039264665698,0.009562107196325,Male,75,No,No,Employed,Suburban,High School or Below,1670911200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,50d062b4-5a93-489c-9864-2211ac2a8a82,churn,0.756187,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,23,No,No,Medical Leave,Suburban,College,1670911200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,a3191512-4560-4498-a6c3-0a37b3da69cb,no_churn,0.845445,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Male,21,No,Yes,Employed,Urban,College,1670911200
71,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,fe5e9c65-4271-4d9b-afdc-7759f731d674,no_churn,0.028593352,0,no_churn,-0.190703736829382,-0.0092723336509152,0.0393615822463971,0.0726696347117558,0.0165980436963991,0.0612185163023923,0.082927087537173,-0.0578249450976363,Female,31,No,No,Disabled,Suburban,College,1670911200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,1815f039-6d9f-41b9-aebd-c05170a5bf7d,no_churn,0.55825514,0,no_churn,0.170392655184141,-0.0010668479285232,-0.0393373246228839,0.0725068279808329,0.0627293786719019,0.12810956535076,0.0855104036224793,-0.0372696025415871,Male,51,Yes,Yes,Employed,Urban,Doctor,1670911200
4,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,3b908eef-fe9c-4078-b711-4a8cf46edd0a,no_churn,0.6643612,0,no_churn,0.150383972484669,0.0009931229844733,0.0586796452457474,0.0909683804461292,-0.00858508156492,0.102693590740637,-0.039527046266794,0.0290339349040277,Male,36,No,No,Unemployed,Suburban,Master,1670911200
58,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,98bc58aa-9a8f-4506-95b6-090a6e69075d,no_churn,0.18083698,0,no_churn,-0.247318644120724,-0.0120997103990521,-0.0030056594059533,0.01664349368506,0.0089429540396395,-0.0006073748578546,0.0175294973036443,-0.0291107083278438,Female,80,No,No,Employed,Rural,High School or Below,1670911200
4,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,df3eb30d-7dde-4852-b894-e913348dd188,no_churn,0.5849772,1,churn,0.134301574470137,-0.0002300462528364,-0.0462388014538191,0.0795194534229813,-0.0411552546093207,0.0731617438941975,-0.0038759735358326,0.0028789512456751,Female,51,No,No,Employed,Suburban,High School or Below,1670911200
37,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e650f69f-c8af-46bf-8e80-14c60211b392,no_churn,0.37593138,0,no_churn,-0.101400194061871,-0.0051534414383058,-0.0700294387112262,0.109819624201973,-0.0088734057480451,0.0752609107052285,0.0144714147087552,-0.0264549529120631,Female,28,Yes,No,Employed,Suburban,High School or Below,1670911200
6,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c62d1f6b-ca9c-4d1d-b0a3-5e51f07df332,no_churn,0.721415,0,no_churn,0.0788084375148719,-0.000956313520237,0.0117653031557256,0.143469274857544,0.0332499047867895,0.0945979504358865,-0.0438108813107828,0.0263501730410462,Male,48,No,No,Unemployed,Rural,Master,1670911200
68,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a6825712-8064-4dff-b7ff-1dca5521dbd1,no_churn,0.23361671,0,no_churn,-0.234342930788293,-0.0039817327525997,0.0193501846105027,0.0189837186328077,0.0021175579788086,0.0382577611498481,-0.0207774900986805,-0.0617760744329461,Male,53,No,Yes,Unemployed,Suburban,Bachelor,1670911200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,28ab6d0d-9395-46ea-8ba8-6e7058d804cd,no_churn,0.90316564,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,70,Yes,Yes,Employed,Urban,College,1670911200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,0e67138c-f673-4757-8bd8-67bddf24665d,no_churn,0.38808766,1,churn,0.0475733099324543,-0.0028060533597954,-0.0752174642138652,0.0381762890111076,0.0102211838507582,0.0988362874222002,-0.0133005507330699,-0.0060605111528411,Male,57,No,Yes,Unemployed,Suburban,High School or Below,1670911200
20,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,4ef23ef6-92d7-4339-9e40-c78055a3972f,no_churn,0.59387535,1,churn,0.0597105070640736,0.0004300315655018,0.140066680446889,0.208777388168964,0.113279724842869,0.120470044202675,-0.0076425673627272,-0.0141179581634787,Male,58,Yes,Yes,Employed,Suburban,High School or Below,1670911200
1,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,672ebd28-8870-4994-9d16-720d2338227c,no_churn,0.8522526,1,churn,0.168508340815151,-0.0070094514533593,0.0707299594766482,0.0610916254098992,-0.0467873036159471,0.10631833241795,-0.0157299610403606,-0.0038994541549982,Female,52,No,No,Employed,Suburban,High School or Below,1670911200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,38a1a099-7c6a-4991-bfbb-8db916677209,no_churn,0.5642338,1,churn,0.0740519956317848,-0.0012849933654979,0.0804474984207854,0.0293107840232323,0.0360832921288556,0.137215306060984,0.0322414928340595,-0.0336765690025094,Male,45,No,Yes,Unemployed,Suburban,Master,1670911200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,48ed52fb-c33b-459c-88fa-418929452474,churn,0.64695823,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,51,Yes,No,Employed,Suburban,Bachelor,1670911200
6,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4c1383a7-a353-43ef-848a-78618d268348,no_churn,0.50305045,1,churn,0.137553779628515,-0.0012502339442289,-0.0183254023468725,0.131528715093755,0.0417204283580395,0.0861094097003115,-0.0392654699731429,0.0333073896286805,Female,39,No,No,Employed,Suburban,College,1670911200
5,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,16423280-3fca-4ff6-b696-c1dccf9a9580,no_churn,0.7799423,1,churn,0.083139115341246,-0.0010856077329935,0.0138599115703073,0.0937462230573692,0.0311617106995072,0.0862987274811985,-0.0506441628709944,0.0266531056497569,Female,27,No,No,Employed,Rural,Doctor,1670911200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,e6261776-f114-4d74-9dd2-6b74b63a8994,no_churn,0.81812453,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Female,50,No,Yes,Unemployed,Rural,Bachelor,1670911200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,33c33202-5de6-44eb-9984-168fb0a47d25,no_churn,0.31985217,0,no_churn,-0.123516170817184,-0.0045875149937455,-0.0769844233102048,0.0320173956365943,0.0391649657881862,0.058321172351043,-0.0010979291192779,-0.0246269720047348,Male,55,Yes,No,Employed,Suburban,High School or Below,1670911200
46,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,13c28e98-9f1e-4dac-971a-8ce0aea3ac68,churn,0.30260006,0,no_churn,-0.153417538421627,-0.0026219760022286,0.0362423039652276,0.113416175899984,0.0369733089352575,0.0706818786435997,0.0704292954197853,-0.0457295983719814,Male,26,No,Yes,Retired,Suburban,College,1670911200
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b007b310-2bd1-48c1-bb2a-251ae6f6ac1a,no_churn,0.44740656,0,no_churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Male,20,No,Yes,Employed,Urban,College,1670911200
1,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,757caad4-bb8c-4fea-8463-39ffc82458dd,no_churn,0.8791257,1,churn,0.107973698218975,-0.010008808422117,-0.0750105303788223,0.0536292495776069,-0.0838614685444463,0.0763846613809437,-0.0273687247113412,-0.0115706219893399,Female,68,No,Yes,Employed,Suburban,College,1670911200
1,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,14bf688f-353a-4350-814d-430dcb76ebb0,no_churn,0.8600285,1,churn,0.168508340815151,-0.0070094514533593,0.0707299594766482,0.0610916254098992,-0.0467873036159471,0.10631833241795,-0.0157299610403606,-0.0038994541549982,Female,22,No,No,Employed,Suburban,High School or Below,1670911200
3,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,22d5aeda-61c4-4e9d-9417-ae6846c6e216,no_churn,0.7099735,1,churn,0.18090925681247,-0.0053515726331716,0.0573248453631004,0.155151782554221,-0.0272262777412743,0.114084844045428,-0.0082270530196183,0.0067246929013708,Female,52,No,No,Employed,Urban,Bachelor,1670911200
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fdc973d2-bbb3-4b38-b305-89bc860308f7,no_churn,0.21905951,0,no_churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Female,47,No,Yes,Medical Leave,Rural,College,1670911200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,f706cc04-3103-49ac-9a20-3a2415076587,no_churn,0.7099735,1,churn,0.221730625030016,-0.0042190901423055,0.0886567031860886,0.132358026906309,0.0511819567160819,0.142775101698167,0.0375712982930417,-0.0231800170300175,Female,41,Yes,No,Unemployed,Suburban,High School or Below,1670911200
43,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,b510f14f-5791-4fa7-802f-c4fbb06f777e,no_churn,0.15222782,0,no_churn,-0.0559059571172929,-0.0027082754105322,0.0353109695582224,-0.0441418121142805,-0.0794685110689533,0.0808965774952503,0.018221220529349,0.058412495078046,Male,63,No,No,Unemployed,Suburban,College,1670911200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f64464ea-6f84-427b-932b-4391b697aed1,churn,0.8791257,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,42,No,No,Unemployed,Suburban,High School or Below,1670911200
38,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,5ed70643-6e44-4260-b079-88152f083caa,no_churn,0.0070077027,0,no_churn,0.145327749712897,-0.0121710868801892,0.0424901947117541,-0.0354521488567479,0.135773873696344,0.109842697856338,0.0008358093983133,0.0243267599664795,Male,71,Yes,Yes,Employed,Suburban,College,1670911200
2,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,a07b6455-f47e-47b3-b3fb-025e26c14abe,no_churn,0.09418788,1,churn,0.167819533474849,-0.001426037699166,-0.0048110432193152,-0.0336253051543826,0.0646600560894512,-0.0514438942488868,0.0765849269349109,-0.038593906752385,Female,22,No,No,Employed,Suburban,College,1670911200
72,Yes,Yes,High Speed,Expired,One year,<50hrs,Active,ee64c981-94fd-4b12-8657-aaed9a279b84,no_churn,0.08447975,0,no_churn,-0.171753493778649,-0.0057683395486083,0.0112249068393384,-0.059049880384025,-0.0223824440943099,-0.0843546517401318,0.0269863486682788,0.0460714014951645,Female,46,No,Yes,Employed,Suburban,Bachelor,1670911200
18,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,54c62b2e-5d65-4abf-b4a4-776c0d29d5e0,no_churn,0.43800652,1,churn,-0.106301470849094,-0.0108637217852083,-0.061838292995535,0.0034575112929542,-0.0422398875868748,-0.0022885470527216,-0.0358538335793855,0.0269020911349798,Male,54,No,No,Disabled,Suburban,High School or Below,1670911200
16,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,1741b742-f7ae-4804-b082-9395bc388c35,no_churn,0.015627129,0,no_churn,0.0266279973676091,-0.003356192424253,-0.0182311223913348,-0.0468681066273802,-0.0127454640872747,-0.204365036517161,0.0064333570809276,-0.0115215828556029,Female,76,No,No,Unemployed,Suburban,Master,1670911200
51,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Disabled,d36409f2-ce79-45a9-9947-e843c5d97ef7,no_churn,0.054719638,0,no_churn,-0.0296082530595413,-0.0061699006169146,0.0094018655483523,-0.0697682291127512,0.037637482265236,-0.153343119559418,0.0592123757990611,-0.0363883737316018,Male,34,No,No,Employed,Rural,College,1670911200
12,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,35239736-5d65-42de-9e92-d775942a426e,no_churn,0.7079699,0,no_churn,0.0262924445787848,-0.0083836715903453,-0.0499533689984309,0.111522349633569,-0.0274573726036487,0.0688123004511817,-0.0558126496063459,-0.0390461857663103,Female,76,No,No,Employed,Suburban,High School or Below,1670911200
9,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,18c89314-88b5-407e-9476-19311da4cb6d,no_churn,0.44693068,1,churn,0.0435880903052748,-0.0032968512973548,0.0016447763428186,-0.0544584839206663,0.0196586089343054,0.120392569673759,0.0487191387058646,-0.04860732725474,Male,66,Yes,Yes,Employed,Urban,High School or Below,1670911200
10,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,892e9151-1272-4208-8486-82591109080b,no_churn,0.30139643,1,churn,0.0382624042454153,0.0883242117771897,0.0316098779277945,-0.0473993190833289,0.0256107787079417,0.127412891634922,0.0614220041770295,-0.0505070881459414,Female,71,Yes,No,Unemployed,Urban,Master,1670911200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,d87ffab1-8f2d-4584-996c-0571419aa6f2,no_churn,0.30501375,0,no_churn,0.295646155324894,-0.0082843212856823,-0.0083920348740321,-0.0339212130456326,-0.0434336902972154,0.138131791401456,0.0897623221942467,-0.0398757250646849,Female,46,No,No,Employed,Suburban,Bachelor,1670911200
46,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,4bd002c2-e214-4ff2-bd63-b8bbff08b8f4,no_churn,0.29935464,1,churn,-0.13420041272751,-0.0072578353139033,0.0361562838548798,-0.0696678928778965,-0.0646284915944488,0.0596157711615342,-0.0169371740027145,0.0478935998458837,Female,31,No,No,Employed,Suburban,High School or Below,1670911200
0,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,3fbf3a45-ce84-4438-9fac-2241cd07903a,no_churn,0.015783109,0,no_churn,0.0707990095421246,-0.0055298512244189,0.0124284797602194,-0.0539318408324652,-0.0289188977164485,-0.232213293459499,0.0266103795163689,-0.0261868052063982,Female,24,No,No,Employed,Urban,College,1670911200
14,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,1a7d9be1-4dab-4933-98b4-f6e1fba8468c,no_churn,0.23259607,0,no_churn,0.0043048960506439,-0.0170907806118611,-0.0697895973133199,-0.0956076695180854,-0.0450130706960408,0.0379849856209148,0.0609509977503057,-0.0347659125693735,Male,63,Yes,Yes,Employed,Suburban,Bachelor,1670911200
7,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,1a91a946-7378-45c3-93b3-e0185394f578,no_churn,0.14383176,0,no_churn,-0.0802993287573826,0.0199098273467097,-0.0179957150175732,-0.0510063551410189,0.0205834582026545,0.078843980819538,0.0211180866700624,-0.0391324872489894,Female,29,No,No,Unemployed,Suburban,Bachelor,1670911200
15,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,829c52f5-9e5c-4d1a-98e5-46dba0157893,no_churn,0.22142388,0,no_churn,0.0689780869559581,-0.0052719210763461,0.0454342278187141,-0.0764644404511636,0.0021313692408784,0.0850172240716074,0.0822707710956365,-0.0393952762496883,Male,51,No,No,Employed,Urban,College,1670911200
46,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,605142da-0a79-4bb6-ac47-e7555ccbf42d,no_churn,0.29935464,1,churn,-0.20176094210492,-0.0008036316177822,0.0658669514462781,0.0534367142394694,-0.0604025646363334,0.0747156025730692,0.0399618557066241,0.0699598637974304,Male,53,No,No,Employed,Suburban,Bachelor,1670911200
71,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,b152a94e-7c9e-4e21-a395-000beeae3623,no_churn,0.011089733,0,no_churn,-0.095095702273179,-0.0035012608814258,-0.0360793653074779,0.016225073715409,0.0589327477343567,0.0777723363610221,0.0778157397873246,-0.0550957201913479,Male,56,No,Yes,Employed,Urban,College,1670911200
1,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,055410a8-d0a0-48e9-9234-fa77961b82ad,no_churn,0.37696254,1,churn,0.190801404553567,-0.0102321295457295,-0.0729763602386628,-0.0580526402113537,-0.0349252722206165,0.0818922959656447,-0.0143868093284436,0.0017966516738852,Male,48,Yes,No,Employed,Urban,Doctor,1670911200
32,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,3f63621b-9ad0-4739-9fa5-b63373583366,no_churn,0.2693776,1,churn,-0.0991010541508148,-0.0132343139279691,-0.0453140927604545,-0.0475401583027996,-0.0883451868401061,0.0286859197846024,-0.0022876663750321,0.0281104016275276,Male,79,Yes,No,Disabled,Suburban,Bachelor,1670911200
51,Yes,Yes,Low Speed,Expired,Month-to-month,0hrs,Disabled,5a489f23-1348-4838-887b-f49f3b8fdfd4,no_churn,0.054719638,0,no_churn,-0.106627561021123,-0.0041852958461458,0.0297339883980203,-0.0716879674498523,-0.0363367383789955,0.0423053414167952,-0.027084594894568,-0.0501433239298512,Female,57,No,No,Employed,Suburban,Bachelor,1670911200
46,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,8fede75b-746e-4b63-b354-bb181e4bde0b,no_churn,0.29935464,1,churn,-0.20176094210492,-0.0008036316177822,0.0658669514462781,0.0534367142394694,-0.0604025646363334,0.0747156025730692,0.0399618557066241,0.0699598637974304,Female,41,No,No,Unemployed,Suburban,Bachelor,1670911200
56,Yes,No,Medium Speed,Expired,Two year,<80hrs,Active,8a8e721a-22c6-4169-a214-9a66f8ba9b5e,no_churn,0.05090283,0,no_churn,-0.0287032017465162,-0.0083085545364883,-0.003442301096702,-0.0775430206768123,-0.0519211650707802,-0.125092225309691,0.0373983356307235,0.0285859801183869,Male,21,Yes,Yes,Unemployed,Rural,Master,1670911200
43,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,45e18034-34f4-4b3f-8e8f-cf70f70eaaff,churn,0.3180239,1,churn,0.0054273347044454,0.0938541331609758,0.0648858442175378,-0.0113805985790486,0.0464977589514956,0.120930752834265,0.0408349707795423,0.0899236608443243,Male,63,Yes,Yes,Unemployed,Suburban,High School or Below,1670911200
24,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,90aff36d-d393-48a1-89c7-61f79fe7563c,no_churn,0.008992807,0,no_churn,-0.0104304841550219,-0.0064245190148722,-0.023754547350345,0.0471157801731169,0.0253971707077835,0.0662746891880124,0.0088752568074414,-0.0019128252201699,Male,42,Yes,No,Unemployed,Suburban,College,1670911200
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,7e0b6bd7-a566-4917-8166-d932356fa654,churn,0.4563346,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Female,69,No,Yes,Employed,Suburban,High School or Below,1670911200
55,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,c6a145f9-b656-4e90-bda7-1e459a552506,no_churn,0.17857964,0,no_churn,-0.148086317208308,-0.0134205641233711,-0.0675068763487161,0.0483041345087531,0.0005921673931061,0.016543933750936,-0.0129190955795638,0.0274664651884631,Male,29,Yes,Yes,Employed,Urban,High School or Below,1670911200
4,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,06e43154-7f13-471b-9da3-e670cb61ab92,no_churn,0.0919389999999999,0,no_churn,0.106553911637243,-0.0038275048661125,-0.0501555387572943,-0.0550040777727235,0.0444795410824735,0.0906299612506336,0.0232523727404259,-0.0341849728010402,Male,33,Yes,No,Unemployed,Suburban,High School or Below,1670911200
54,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,85328000-a67a-4e57-a37f-f114851596dc,no_churn,0.013282209,0,no_churn,-0.136156400221571,-0.0043370509553642,-0.0447114935980425,-0.0372909392606015,0.0559186346575916,0.0404661680940626,0.0599986712691861,-0.05291374124914,Female,71,No,No,Employed,Rural,High School or Below,1670911200
36,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,9381d7d9-eb68-4054-bcd4-2c22c6c36149,no_churn,0.44740656,0,no_churn,-0.126568599757438,-0.002928740190473,-0.0616064787538016,0.112249453906115,-0.0749195538221556,0.0636405954331439,0.0326538862479219,-0.0348800472574293,Female,33,Yes,No,Employed,Suburban,Bachelor,1670911200
36,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,96a15b1e-9d72-4f65-a166-64f2eb390dce,no_churn,0.44740656,0,no_churn,-0.126568599757438,-0.002928740190473,-0.0616064787538016,0.112249453906115,-0.0749195538221556,0.0636405954331439,0.0326538862479219,-0.0348800472574293,Female,57,No,Yes,Employed,Urban,High School or Below,1670911200
43,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,8b4f5a4a-cd77-493e-abbd-e8aedb7df341,no_churn,0.018347185,0,no_churn,-0.133267699494363,-0.0064402936282567,-0.0548981226507294,-0.0584416766155118,0.0297353419127193,0.0352106988571995,0.0225603100634543,-0.0351189084614088,Male,61,No,Yes,Unemployed,Urban,College,1670911200
4,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Disabled,cee9b0d1-2b8f-41cc-982e-277d3e30ccae,no_churn,0.008229515,0,no_churn,0.023659816154086,-0.0029327375673346,-0.0278707236026821,-0.0387704420602131,0.0286230841618498,-0.14916871229429,0.0631994307611239,-0.0377658687492112,Female,39,No,Yes,Unemployed,Suburban,Bachelor,1670911200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,ae50658e-4ffb-4033-a8d0-5efeaa510da7,no_churn,0.13448447,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,44,No,No,Unemployed,Suburban,Master,1670911200
67,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,0c655c76-342a-4502-96b3-5612199ee84e,no_churn,0.016863443,0,no_churn,-0.108548564419061,-0.015240584970088,-0.0355527390999668,-0.0419854071985173,-0.057443651918802,0.0352633649760537,0.014637968699626,-0.0201565384822788,Male,53,No,Yes,Unemployed,Suburban,Bachelor,1670911200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,e674c8b7-bf5e-4d00-bf8e-2abcb019315f,churn,0.38808766,1,churn,0.154733478733378,-0.0031958443224175,0.0054931037523783,0.0702582484189042,0.0445295518514285,0.118316171761853,0.0865290938241923,-0.0317935227255657,Male,74,No,No,Unemployed,Suburban,College,1670911200
36,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,f6ff9909-10f8-4981-a491-8d1fbbf90695,no_churn,0.119917184,0,no_churn,-0.0855661115180373,-0.0036041812870826,0.0188695899594404,-0.0972373377946678,-0.0904052608583333,0.0760341481193791,0.0300672292135186,0.0556729139095386,Female,75,Yes,No,Employed,Suburban,Bachelor,1670911200
1,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,0e0722d6-0ba6-44d2-bf96-c313251c70ce,no_churn,0.5220149,1,churn,0.325857173041322,-0.0063859243940714,0.0536743734362153,-0.0057420078835457,-0.0050243807881906,0.157088697404079,0.0725107534361268,-0.0309214984858772,Female,66,No,No,Medical Leave,Suburban,College,1670911200
11,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,7d6fca54-e85d-4368-8e41-0018a8984bd3,no_churn,0.13506526,1,churn,0.0120523330602191,-0.004409738063332,-0.0334319498587137,-0.0323547317722659,-0.0751359382885766,0.0688476957258899,-0.0086343205800585,-0.0068643523077662,Male,50,Yes,No,Unemployed,Urban,College,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,1c1fe5ae-4595-4961-b16e-f845a76e351c,no_churn,0.4668074,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,38,No,No,Medical Leave,Suburban,Bachelor,1670911200
31,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,62626fc3-c37b-4084-8a59-a6fe7a759615,no_churn,0.0070516382999999,0,no_churn,0.189609510962718,-0.0084703074898425,0.0706281305532502,0.0417301502137343,0.114569773097292,0.131440751450527,-0.0106840711239783,0.0221499149958617,Male,53,No,Yes,Employed,Suburban,High School or Below,1670911200
22,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,3fda6ab0-c337-4e7c-8915-44ffef667100,no_churn,0.2057827,0,no_churn,-0.042429647836484,-0.0110474398723999,0.0512182575195902,-0.0565414639921891,-0.100027465183507,0.0597025172689882,-0.003005842461489,0.0331049316663484,Male,39,Yes,No,Employed,Suburban,High School or Below,1670911200
15,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Active,afe93b3f-0aae-4a26-84de-e74f91cda94d,no_churn,0.28871167,0,no_churn,0.16454729187968,-0.0088488360391056,0.0147479881554318,-0.0347382761110202,-0.0326901280249694,0.107793885021838,0.0833937312664602,0.0967681932818413,Female,73,No,No,Employed,Suburban,Doctor,1670911200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,a273001b-0548-46fd-90ff-e62fb03197f1,no_churn,0.0070582719999999,0,no_churn,-0.130721916500991,-0.0097503983733986,0.0337893782299056,-0.0848626417744185,-0.0570086919827235,0.0574324071770524,0.0460255104190582,0.0610702014990784,Female,41,No,No,Unemployed,Suburban,Bachelor,1670911200
58,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,fc98707c-7fed-4ebc-bd64-dbcaba45cb2d,no_churn,0.024897223,0,no_churn,-0.116149595912084,-0.0135029808006947,-0.0171072075532356,-0.039980430653286,-0.034415638932096,0.0270346299886296,-0.0243615387537829,-0.0205433895095302,Male,44,No,No,Employed,Rural,Master,1670911200
3,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,6eb464b2-f4c1-4901-98a4-b050bd703f77,no_churn,0.114721715,0,no_churn,0.116648515295365,-0.0094524020437529,-0.0268431426502138,-0.0684723654309164,-0.0408447207593235,0.0782023294828832,-0.0176705443343416,-0.0437363111823106,Male,31,Yes,No,Employed,Suburban,Bachelor,1670911200
56,No,No phone service,High Speed,Expired,One year,<80hrs,Disabled,0bc0073c-e446-479b-860c-d18e00da9486,no_churn,0.020396112,0,no_churn,-0.0291412665792859,0.0260034073881342,0.0085886307208579,-0.0391587538155272,-0.0599286444828885,-0.176063499671968,0.0310942350536697,-0.0204202627525819,Male,67,No,No,Employed,Rural,High School or Below,1670911200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,c7b50bea-b29a-43c0-8f19-01c8e96ea239,no_churn,0.31315064,0,no_churn,0.0605887255815014,-0.0135184374568416,-0.0563629305683935,-0.11805380070683,-0.0347158795192262,0.0641059236001183,-0.0058575013818972,-0.0166385716891272,Male,43,No,Yes,Employed,Rural,College,1670911200
15,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,81d9b895-552d-4af1-a423-321dca52ad72,no_churn,0.22142388,0,no_churn,0.0274549277715732,-0.0132010067888768,0.0032537324619261,-0.177497840801143,-0.0237552811006025,0.0625577666771187,0.0457844302534613,-0.031896688360789,Female,56,No,No,Retired,Urban,College,1670911200
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,0ec97913-94bf-4865-8987-df870d439b46,no_churn,0.756187,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,72,No,No,Employed,Suburban,College,1670911200
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,f8e39f8e-d8b9-4462-afa3-7b5c232af193,no_churn,0.3032444,0,no_churn,0.127170991952935,-0.0185812761698252,-0.104092151479836,-0.073028269346305,-0.146279231816407,0.0464207394600362,-0.0857735814205261,0.0151366254422464,Male,48,No,Yes,Employed,Suburban,College,1670911200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,aedc338b-0dd1-491d-aaba-5b11f4ab1175,no_churn,0.721415,0,no_churn,0.0516750212967008,-0.0018151451768335,-0.0046060160743445,0.0840258414925438,0.0055296843091628,0.123348659866763,0.0346240991593663,-0.0311456674470719,Male,34,No,No,Employed,Suburban,Bachelor,1670911200
8,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,ce9a76d9-383b-4218-9ec2-f9e20a3ca268,no_churn,0.6243774,0,no_churn,0.0110337091579549,-0.0081692585478867,-0.028517959703613,0.10092873438075,-0.10959035456694,0.0594842099168045,-0.0260705549335989,-0.0481246798700385,Male,56,No,No,Unemployed,Urban,Bachelor,1670911200
57,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,d5fd1b53-7c23-4b25-ad48-e2d498e97982,no_churn,0.2715443,0,no_churn,-0.192440464878932,-0.0116625281820233,0.0218883236295005,0.0265170464929178,0.0044499045634529,0.0179354255618727,0.0171612979875862,0.0271248426632519,Male,45,No,No,Disabled,Urban,Bachelor,1670911200
29,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,15598646-39c7-4345-aed9-9ae67eeb5873,churn,0.32420203,0,no_churn,-0.209294514606536,-0.0054928554224352,-0.124912592095716,0.0482684978255201,-0.0204561224043936,0.036911521625916,0.0079283202423084,0.0080215923421019,Male,27,Yes,Yes,Employed,Suburban,Doctor,1670911200
40,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,8e6183b0-e0c1-4eff-8991-9b25d865eda6,no_churn,0.008112591,0,no_churn,-0.0498041940959728,-0.0046066767386219,-0.0137927117137223,-0.0656619788059106,-0.0046038935862088,-0.130363707090041,0.0118560508614564,-0.0120490411527953,Male,60,No,Yes,Employed,Suburban,College,1670911200
34,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,430453da-e482-4feb-a2a6-bffa303c0072,no_churn,0.6451988,1,churn,-0.158026737889013,-0.0077247062752758,0.0373457471364326,-0.0688818832576544,-0.0900131010187578,0.0350136188869601,-0.0103219117940898,0.0135828236185079,Male,79,No,Yes,Employed,Suburban,High School or Below,1670911200
2,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,3c4b317b-ebc1-473d-9c49-80efe7e3041c,no_churn,0.19496942,0,no_churn,0.121811006720254,-0.0101717821365309,-0.051078438227687,-0.0784746861250823,-0.0331129000199507,0.0593293664094562,0.0750073734371108,-0.0294284848014103,Male,33,No,No,Unemployed,Urban,Bachelor,1670911200
0,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Disabled,8900387e-f549-438e-afb8-bb53b9262af7,churn,0.011810221,0,no_churn,0.0949836232489406,-0.0059527630809679,0.0071104429759134,-0.0622807461693992,-0.0233465709316533,-0.248641304907442,0.0278329480673528,-0.0187317824867841,Male,43,No,No,Employed,Suburban,High School or Below,1670911200
2,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,71d65577-04d0-4006-ad0b-f3dca67b6a5b,no_churn,0.5405964,0,no_churn,0.233980022663127,-0.0095187490040552,-0.0210400871378351,-0.0232038591150558,-0.0363945814097496,0.115152829209192,0.0298049119531697,-0.0311485331219591,Female,72,No,Yes,Disabled,Suburban,High School or Below,1670911200
46,Yes,Yes,Low Speed,Expired,One year,100hrs+,Disabled,aa366973-566b-43b5-becc-f33b82d1839b,no_churn,0.022918962,0,no_churn,-0.122434959534785,-0.0062731266966511,0.0108600768259566,-0.0264065283108084,0.0003733659478893,-0.0624535541222212,0.0470235520619098,-0.0322149776181231,Male,41,No,No,Employed,Suburban,Bachelor,1670911200
32,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1132b1d4-86f8-4f4d-a4f3-e33514f1855f,no_churn,0.2693776,1,churn,-0.149269848626168,-0.0031321975562786,-0.0434906871162684,-0.0896754083302585,0.0352526617169496,0.0340219049255392,-0.0268271889146899,0.0565946133909165,Male,43,No,No,Employed,Suburban,Bachelor,1670911200
67,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Disabled,f9952770-1185-49a1-bc25-1c9ef564ff0d,no_churn,0.1111101,0,no_churn,-0.116489893415983,-0.0020492597061456,0.0354512036070809,0.0499240617398027,0.018071297348506,-0.0942803733635901,0.0514765364997583,-0.0502963903417185,Female,36,Yes,Yes,Employed,Urban,Bachelor,1670911200
46,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,f9522773-083c-42d7-a7a9-e86e70700ec5,no_churn,0.29935464,1,churn,-0.20176094210492,-0.0008036316177822,0.0658669514462781,0.0534367142394694,-0.0604025646363334,0.0747156025730692,0.0399618557066241,0.0699598637974304,Male,61,No,No,Unemployed,Suburban,Bachelor,1670911200
59,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,972c1520-95f6-4360-b168-01298e17ae79,no_churn,0.44390887,1,churn,-0.0711651172489018,-0.001199549017474,0.0021810090768758,0.0227452992644703,0.11028024597812,0.074403772089754,0.127576829380723,0.092151363174853,Female,50,No,Yes,Employed,Urban,High School or Below,1670911200
46,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,2929b9a2-d54e-4ca1-9fd1-477d3773cd2c,no_churn,0.30260006,0,no_churn,-0.153417538421627,-0.0026219760022286,0.0362423039652276,0.113416175899984,0.0369733089352575,0.0706818786435997,0.0704292954197853,-0.0457295983719814,Female,63,No,No,Employed,Suburban,College,1670911200
4,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,ba187e40-2dbb-469f-8f75-2b1fd1028694,no_churn,0.0919389999999999,0,no_churn,0.189874822502325,0.0013663394520335,-0.0244556369804013,-0.015306150041024,0.01467786754205,0.103908652805831,0.0809166442223613,-0.0550748695035326,Female,72,No,Yes,Unemployed,Suburban,Bachelor,1670911200
33,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Disabled,3bb4c6a8-af82-4943-8d2e-5adae67e4895,no_churn,0.011607774,0,no_churn,-0.0065214877559355,-0.0014478987792972,0.0357404564050557,-0.0012648811783856,-0.0533699276029256,-0.155625931245149,0.0483167273234084,-0.014853209450448,Female,20,Yes,Yes,Employed,Urban,Bachelor,1670911200
40,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,aaa9c1d6-b116-4e45-b1d9-7bf347600cab,no_churn,0.008112591,0,no_churn,-0.0856177940417092,-0.0138796314637511,-0.0892361894268242,-0.0214154866554144,0.0235331340746415,0.0713653789933232,0.0726923388132399,-0.0394679003884903,Female,43,No,Yes,Employed,Urban,Master,1670911200
7,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,56dbcf22-3a11-4320-9323-5d6c2d9c102c,no_churn,0.14383176,0,no_churn,-0.0689597591154324,0.0546179931507049,0.0207091780953214,-0.082557358777758,0.0171178409622552,0.0880215622476225,0.0566539784853557,-0.0402962512761405,Female,24,No,No,Unemployed,Urban,High School or Below,1670911200
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,0d82b425-13db-4c8d-a3a3-38348c7d520e,no_churn,0.0070582719999999,0,no_churn,-0.104440735506078,-0.0041742859861096,0.0107042358360467,-0.0307203365161058,-0.022538635369674,-0.170352851279713,0.0233168453563484,0.0291796112186239,Male,64,No,No,Unemployed,Suburban,College,1670911200
5,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,270431c9-6164-42f3-859f-f8b299d0f440,no_churn,0.7799423,1,churn,0.14907951682394,-0.0003285959020195,0.0242289307160717,0.187791604879994,0.0529373105501326,0.120018650118645,0.0089985037952283,0.0266531056497569,Female,57,Yes,No,Employed,Suburban,High School or Below,1670911200
54,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,e77c2073-43dc-4d4a-a2e7-c964f3b5d922,no_churn,0.013282209,0,no_churn,-0.146215490897594,-0.0083113008703003,-0.0637559322406923,-0.0336211323892894,-0.0395179535368151,0.02593486139589,0.0248734129393596,-0.0284126156563616,Female,70,No,No,Employed,Suburban,Master,1670911200
72,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,0ca189aa-46cc-49d4-a78c-05516e481bd6,no_churn,0.13448447,0,no_churn,-0.148707585894608,-0.0030895318019611,0.0213795176129042,0.0485587216151907,0.0057341774724318,-0.248071561228499,0.0257621806994302,0.0294079305678315,Female,38,Yes,No,Employed,Suburban,Bachelor,1670911200
54,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,faeb42c0-2631-4faa-9b20-6657532a6a1a,no_churn,0.14755715,0,no_churn,-0.0364617178863227,-0.0075335543640721,0.0770694963219375,0.0976987305920374,0.0276449127048272,0.0612883228144437,0.0988750477298708,0.0843926167464815,Female,67,No,Yes,Employed,Suburban,Doctor,1670911200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,21a9b26d-6165-4ea9-9fae-bd2979ec8d20,no_churn,0.8791257,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Male,23,No,No,Employed,Rural,High School or Below,1670911200
3,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,b4e039b0-d119-412e-8335-42b40f6a4056,no_churn,0.039332774,0,no_churn,0.0865695604485608,-0.0132601143903229,-0.0693687205296373,-0.0896763896526317,-0.068190593627105,0.0552095637962065,-0.0275763850435396,-0.0175563023868107,Female,58,No,No,Unemployed,Rural,Master,1670911200
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,4954d4ea-d3b3-4f00-9c83-f6bcf86f1999,no_churn,0.16356511,0,no_churn,-0.0739635874646774,-0.0030532669358581,-0.022254444734267,0.0204509370990172,0.0846333236155169,0.0762636651596403,0.113500444839397,-0.064724428702375,Female,50,No,Yes,Unemployed,Suburban,Bachelor,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,1a0cea11-5b26-43d7-981a-3a5865c1f79d,churn,0.30501375,0,no_churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,58,No,Yes,Employed,Rural,College,1670911200
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,a54348c0-b2fd-40d3-a9b5-b404719c5ff1,no_churn,0.0045431545,0,no_churn,-0.104226255749682,-0.0058795473533609,0.0099165956128035,-0.0506376004922003,-0.130272168650081,0.0445669249944148,0.0229862347646121,0.0428529991196956,Male,49,No,Yes,Employed,Suburban,Master,1670911200
26,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,debd952a-cd00-41f3-8365-2de0c2a4f0a1,no_churn,0.12081574,0,no_churn,-0.0805838270328422,-0.002380864054885,-0.114349063404443,-0.024276128414167,-0.0121953643744382,-0.0784952317833449,0.0435249690511409,0.0497293590954359,Male,41,No,No,Employed,Suburban,College,1670911200
3,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,ccddea5c-f932-4d8a-951b-58aa44cbe523,no_churn,0.31315064,0,no_churn,0.0915441239250685,-0.0120916243299143,-0.0500237256888522,-0.0821446977547748,-0.0064067713047734,0.0773282736700184,-0.0191107045714488,-0.0222336881775118,Male,24,Yes,No,Employed,Rural,Bachelor,1670911200
2,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,213c6f6c-e4a0-4e28-93da-cc0c7cfe7f66,no_churn,0.4563346,0,no_churn,0.174104802922911,-0.0159301274879544,-0.0948297305209871,-0.0740494744276838,0.0137252017626815,0.0842290078502719,-0.0212117762181969,-0.0305511978795857,Male,61,No,No,Employed,Suburban,Bachelor,1670911200
4,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,b4f4a59e-26c3-4378-95e0-ae81c231690c,churn,0.0919389999999999,0,no_churn,0.157155244091791,-0.0014701749812047,-0.0190481786567033,0.0113588192566021,0.067335788343862,0.11967132412874,0.113852214725921,-0.0582780098977855,Male,69,Yes,Yes,Employed,Rural,High School or Below,1670911200
31,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,96497b86-2408-46cc-b9f6-fb8d1366c3b1,no_churn,0.50660527,1,churn,0.0509252198516696,-0.0014144891475734,0.09049717011756,0.16358778023884,0.0124562184233127,0.122623317743482,0.072366678276353,0.0774319634774838,Male,45,No,No,Unemployed,Suburban,College,1670911200
15,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,29bb1d07-17b7-445a-88ed-c6d7006fc0e9,no_churn,0.5056646,0,no_churn,0.118392927219807,-0.010461547390696,0.0649511580844955,-0.0556726283149419,-0.0392856231250061,0.0827413284942304,0.0131028422729286,-0.0039681004835392,Female,46,No,No,Unemployed,Suburban,Bachelor,1670911200
38,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,7124aa6d-4fc3-44dc-bc4d-a1f7353a9441,no_churn,0.0070077027,0,no_churn,-0.0081270804114592,-0.0040989939678729,-0.0024177170937036,-0.0630355502311795,-0.0013963915828026,-0.185500375666197,0.0056125540297671,-0.0100625957920601,Male,54,Yes,No,Employed,Urban,Bachelor,1670911200
34,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,15eca471-f62c-423f-abed-0d34862b978e,no_churn,0.6451988,1,churn,-0.087127079492302,-0.0029533399458705,0.0325204605801172,-0.0661327839923024,-0.111950749425105,0.060845474904645,0.0183077490322557,0.0287974522305557,Female,59,No,No,Employed,Suburban,High School or Below,1670911200
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,f08b45b3-cb8e-41cf-b383-69c754759cdf,churn,0.13536757,0,no_churn,0.163135570754339,0.0009020721596061,0.0044180203500536,0.110454683899029,0.0510367737052456,0.125392682421543,0.0900131998167034,-0.0296520389505121,Female,74,Yes,No,Unemployed,Rural,Master,1670911200
15,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,e00dbf73-c1f1-49d8-ac9d-f1a8dd3b4335,no_churn,0.488763,0,no_churn,0.134596644157573,-0.0078512479208075,-0.0421211791007226,0.0649616495455484,0.0795343587095339,0.0535952455593178,-0.0460112542879323,0.0042696350422102,Male,62,No,Yes,Unemployed,Suburban,Bachelor,1670911200
27,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,87df6af4-0149-48c6-9702-ae3512ab7072,no_churn,0.37478188,1,churn,0.0313060990023132,-0.0015939803756009,0.0496959183660146,0.148565784933421,0.0664031299403677,0.134352723880124,0.067257179131152,-0.038924639482002,Male,25,Yes,No,Medical Leave,Suburban,High School or Below,1670911200
25,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,91a3cef2-85dc-4097-bc60-c577c5aeee97,no_churn,0.0336172879999999,0,no_churn,-0.0840377546921899,-0.013135875999942,-0.0469130779831539,-0.0815961838266685,-0.0444192858090536,0.0211330733432078,-0.002590693582897,-0.0174663526494077,Female,48,No,No,Employed,Suburban,Bachelor,1670911200
46,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,9d9bed3c-0a91-4115-b8e8-0d2630d3fdd2,no_churn,0.022918962,0,no_churn,-0.109317914997055,-0.0043984426863153,0.0396876795935986,0.0130981929438985,-0.0347238105227734,0.0626144256574843,0.0724225389152343,-0.0550754843522736,Female,67,No,Yes,Unemployed,Urban,Bachelor,1670911200
69,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,0fb6f5c2-7ead-44b6-bf80-069489ceffc8,churn,0.017844466,0,no_churn,-0.0864073937311877,-0.0055379603464643,-0.122092221601815,0.0047525867074364,-0.0577156193237715,0.0372190761013189,0.0405557751689957,0.0501996061032514,Female,28,No,Yes,Retired,Urban,College,1670911200
12,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,69949f8e-500c-4db1-8887-4587d39cb3ea,no_churn,0.2496996,0,no_churn,0.100111511592445,-0.0023688217900507,0.109363062510538,-0.0085595089988373,0.0739972403091451,0.108014209265839,0.0322043723054048,0.0629260762035664,Female,69,No,Yes,Employed,Suburban,High School or Below,1670911200
39,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,dca5c20c-0ab5-4848-84f8-f0cbb476ab61,no_churn,0.27682245,0,no_churn,0.0068671680266425,-0.0039617921407989,0.0647256851066049,0.11838711268314,0.0293489526087705,0.10351954245366,0.0060046167158725,-0.0239174365719736,Female,25,No,No,Unemployed,Suburban,College,1670911200
1,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,e85c5573-25ee-4c51-ad13-bc2125c6054c,no_churn,0.5220149,1,churn,0.282791813656731,-0.0045132381280564,0.0758901618514209,-0.0363052322927069,-0.009079633988822,0.140100550218685,-0.0151117731227714,-0.0054654631366429,Female,51,No,No,Unemployed,Suburban,Master,1670911200
19,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,ad2e2b00-f2b9-4512-962e-64fe438ae18d,no_churn,0.5731083,1,churn,0.0578468296286155,-0.0065807621361818,-0.0452730402927045,0.0158222464983919,0.151296991482577,0.104511444973869,0.131174678643674,0.124453239999784,Female,50,No,Yes,Disabled,Suburban,High School or Below,1670911200
19,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,c1de05d0-f774-4852-84d3-0a28a437a1f1,no_churn,0.5731083,1,churn,-0.0073594082421641,-0.0057290160682532,-0.0295831916545785,-0.0847668868651771,-0.0156005827203989,0.0694836853092601,-0.0002535358534441,0.0833542121283971,Female,34,No,No,Employed,Suburban,High School or Below,1670911200
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,f281c8c5-40c9-4ee9-9b28-a9c63083cf28,no_churn,0.50305045,1,churn,0.141914067554817,-0.0024360057027297,-0.020230005886151,0.103687433645428,0.0427970657754849,0.126451452382189,0.073241533069322,-0.0441438550380007,Male,52,No,No,Employed,Rural,College,1670911200
47,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0a306e11-bb10-451b-a8f8-614cb4b06b6c,no_churn,0.40042236,1,churn,-0.0862544353793509,-0.0031371241249871,-0.0252150261986025,-0.0451336849551444,0.0200905009388407,0.0607262172552327,-0.111876801979724,0.001774202569959,Female,74,Yes,No,Retired,Rural,College,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,a86813a2-61be-4d91-8a4f-d60f309e8e7e,no_churn,0.387835,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,28,No,No,Employed,Suburban,Bachelor,1670911200
35,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,9f544425-ad18-4d20-888e-783c0cc86eda,no_churn,0.0073101167,0,no_churn,-0.139324042508251,-0.0091446110328888,-0.0310565069890617,-0.0888177079385877,-0.0149102862435756,0.0242327144482078,0.0025496714453674,-0.0125553838760333,Female,23,No,Yes,Employed,Urban,College,1670911200
24,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,8ec03140-563a-44dc-a188-8f323a2140f0,no_churn,0.0070492616,0,no_churn,-0.0863615524141187,-0.0066138102717741,0.0226779292023093,-0.0688811837049525,-0.0614249449301314,0.0245468903351684,-0.0361869659757758,-0.0367825125278432,Male,20,No,No,Retired,Rural,High School or Below,1670911200
2,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,9f3b8bac-9a3e-403d-807d-df220302629d,no_churn,0.4563346,0,no_churn,0.237717971290449,-0.0095313662832631,-0.0225579005901363,-0.0326095964820069,0.0307461157068974,0.125380114105737,0.0635496645458624,-0.0296891401574794,Male,52,Yes,No,Disabled,Suburban,College,1670911200
54,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d29703ef-5b45-4933-801c-d92e5ccd88c0,no_churn,0.013282209,0,no_churn,-0.120566257577284,-0.0084997334342551,-0.02550099306447,-0.0606410425789636,-0.0645399783705215,0.019221696331042,0.016109953076575,-0.0246097964361524,Female,26,No,Yes,Employed,Suburban,Bachelor,1670911200
25,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,3589d34f-386b-498f-bf7f-74b33153835a,no_churn,0.0336172879999999,0,no_churn,-0.101705564376016,-0.0064523312769233,-0.0751512899224326,-0.0432683554544746,-0.0564490360927902,0.0352679361664195,0.0229634718719444,-0.0245166966395117,Male,75,No,No,Employed,Suburban,High School or Below,1670911200
47,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,7772689b-ab4a-48aa-af23-141f6c65e35f,no_churn,0.40042236,1,churn,-0.0695178355865118,-0.0047683663188945,-0.0471102757910921,0.0732162131088989,-0.0773848171449753,0.0277032389224041,-0.0085159204961746,0.0173516110883974,Female,78,No,No,Employed,Suburban,Bachelor,1670911200
11,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,d1ac1e08-06a7-49fd-b82a-19b8c28f2985,no_churn,0.2599302,0,no_churn,0.0456696757530335,-0.0031988398627436,-0.0242351554850847,-0.0787836567091289,0.103231116268325,0.0836129680181875,-0.0247341280545515,0.0224475864809028,Female,67,No,Yes,Unemployed,Suburban,College,1670911200
31,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,5e1308b2-9ecc-478f-aa0b-902b4359c862,no_churn,0.020961735,0,no_churn,-0.115413442726976,-0.00535559522732,-0.0488736135302269,-0.0811158080710356,-0.0531325650769758,0.0489462099500815,0.0108125081522302,-0.0248938444427312,Female,54,No,Yes,Employed,Rural,College,1670911200
71,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Active,cee6bbdb-67e1-442a-8c12-edd662ad2cce,no_churn,0.0026431382,0,no_churn,-0.0889888747162331,-0.0076027520841489,0.0054064646756069,-0.0745958470709138,-0.0282299894498464,-0.119251224625523,0.0162660025632249,0.0279700676352331,Female,63,No,Yes,Medical Leave,Rural,Bachelor,1670911200
62,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,69248e01-e588-4aec-941d-55bff1b66c84,no_churn,0.0051719984,0,no_churn,-0.0628140069300116,-0.0046595124425948,-0.0193511226028204,-0.0360550610654308,-0.0272331790947282,-0.118754041437287,0.0124624143337678,-0.0126216421342269,Female,24,Yes,Yes,Employed,Suburban,College,1670911200
15,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,2ccba399-dffc-466e-8119-9a3c6e543e1b,no_churn,0.22142388,0,no_churn,-0.0065156183244653,-0.0090908463020696,0.0117053073711122,-0.0996065919335797,-0.0934065571201608,0.0445596197602026,0.0355060863465132,-0.0341775498926199,Female,48,No,No,Employed,Suburban,Bachelor,1670911200
51,No,No phone service,High Speed,Expired,One year,<80hrs,Active,8ddcdb82-2a4f-4c51-9090-f77819bdd822,no_churn,0.14614001,1,churn,-0.0953269187776209,0.0246709112308917,0.0005370880414147,-0.0433455845935304,-0.112611105615292,-0.0683503910175886,0.0336397969477457,0.0317600493936151,Female,76,Yes,Yes,Unemployed,Suburban,Bachelor,1670911200
62,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,95495f2f-a66b-4058-9cff-df0576a2bdc9,no_churn,0.0051719984,0,no_churn,-0.0797788918990954,-0.0109099966523353,-0.0258070420161129,-0.0027657645998624,-0.0695759357837596,0.0444827794328921,0.0076555508595811,-0.0123268506549902,Male,58,No,Yes,Disabled,Rural,Bachelor,1670911200
33,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,ccace390-372f-4cc5-91d8-90831f5555ab,no_churn,0.011607774,0,no_churn,-0.0738336870753937,-0.0086085483271199,0.0140567072776866,-0.0377857279729869,-0.0836233409056603,0.0352738816663168,-0.0039680998521726,-0.0197040026722243,Female,45,No,No,Employed,Suburban,College,1670911200
20,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,8d433314-8262-4887-ad1c-625b1ecea9c4,no_churn,0.02367213,0,no_churn,-0.070315087695908,-0.0089288248283628,-0.0374603931911315,-0.0944144220097587,-0.0140445958836244,0.0355590680102614,-0.027250842675312,-0.0291274023385085,Female,35,No,Yes,Employed,Suburban,Bachelor,1670911200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,7f589c96-a243-4d6c-97aa-30d1a205c4b3,no_churn,0.13448447,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,37,Yes,Yes,Unemployed,Suburban,Doctor,1670911200
20,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,b2616277-0d5d-4940-8aa9-dc407460622d,no_churn,0.34659064,1,churn,-0.105771175817017,-0.0059561706625027,0.0559105953918151,-0.0340076888319163,-0.0761140448604601,0.0687869667420272,0.0626123718730923,0.06551299483217,Female,53,No,Yes,Unemployed,Urban,Master,1670911200
4,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,0f264760-28cf-41c1-8500-05824291c0ba,no_churn,0.6643612,0,no_churn,0.150383972484669,0.0009931229844733,0.0586796452457474,0.0909683804461292,-0.00858508156492,0.102693590740637,-0.039527046266794,0.0290339349040277,Female,66,No,No,Employed,Suburban,Bachelor,1670911200
5,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,7f220eb6-dbbe-4492-9a46-57ed2db27002,no_churn,0.7799423,1,churn,0.083139115341246,-0.0010856077329935,0.0138599115703073,0.0937462230573692,0.0311617106995072,0.0862987274811985,-0.0506441628709944,0.0266531056497569,Male,60,Yes,No,Medical Leave,Suburban,College,1670911200
52,No,No phone service,Medium Speed,Expired,One year,<80hrs,Disabled,c88166f4-6de6-4fce-9a88-87df0e36268b,no_churn,0.0231743529999999,0,no_churn,-0.0630261516385735,0.0377665164498284,0.0224294949397017,-0.0163406522949844,-0.0274786137267619,-0.0676164731360245,0.0562049847837715,-0.0309652548809936,Male,56,No,Yes,Employed,Suburban,College,1670911200
15,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,a418e9ea-89e4-4c9b-99bb-ed034c78ca6e,no_churn,0.28871167,0,no_churn,0.100044557507208,-0.0067604825604212,-0.0032172972377156,-0.105412935468448,-0.143803230641388,0.0785872530558481,0.0459315322007751,0.0756044496453796,Female,42,No,Yes,Employed,Suburban,College,1670911200
53,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,5e710dd3-1e85-41bb-9fe6-ff6958ad83e1,no_churn,0.06555601,0,no_churn,-0.18820344894958,-0.0029697703447163,-0.0345344077490699,-0.163211892994468,0.0381105259163086,0.0398055265453149,0.0454527059411702,0.0565246081856093,Male,72,No,No,Employed,Rural,Bachelor,1670911200
7,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,fadfe8db-2a9c-4377-8ef8-2b88ce918474,no_churn,0.15304172,0,no_churn,0.0251767179360194,-0.0107524435472078,-0.0376229643612714,-0.11722746151383,-0.0746255397745699,0.0363979738647867,0.003333091992772,-0.0237055268964923,Male,25,Yes,Yes,Employed,Urban,Bachelor,1670911200
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,fc23afc7-d193-482f-a18e-679158845473,no_churn,0.4563346,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Male,53,No,No,Employed,Urban,Master,1670911200
4,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,6ff0de78-2589-429e-8496-d9bc37361529,no_churn,0.008229515,0,no_churn,0.140370430891326,-0.0013074561043686,-0.0689997093414513,-0.072870978595547,0.0232271486292575,0.078276763068261,0.0893813890900492,-0.0590972610077187,Female,67,No,Yes,Employed,Suburban,Bachelor,1670911200
34,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,6aed2b6e-3885-497a-890a-1c694b7bda00,no_churn,0.038216762,0,no_churn,-0.0421043637209913,0.0002105839927389,0.0019923897740773,0.116707113796774,0.0719318994715376,0.0972385256171674,0.069596241225704,0.0554014648653173,Female,46,No,No,Employed,Urban,College,1670911200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e07e82ed-ec24-4fa7-aa6b-b97e970726fd,no_churn,0.7079699,0,no_churn,0.0254800662138131,-0.0022148940392617,0.102443426711434,-0.0038946857798509,0.0316104208026172,0.114668699367739,0.0092654989978655,0.035589710465374,Male,60,No,No,Employed,Suburban,College,1670911200
48,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,a13d6c00-6a05-4485-814a-533149f262dd,no_churn,0.07670953,0,no_churn,-0.125118787860483,-0.0057612611857257,-0.0683491660006438,-0.0508731801191061,-0.0369841510376682,0.0303979013381831,0.0222170129974074,-0.0245545196191415,Female,73,Yes,No,Employed,Rural,High School or Below,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,16a5ea4c-2ddf-48f0-840f-e6ed8dd936d1,no_churn,0.4668074,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,53,No,No,Disabled,Suburban,College,1670911200
30,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,b213f569-b7d3-4ab4-b7dd-7028709746e1,no_churn,0.3781587,0,no_churn,-0.168197231070808,-0.008869065378858,0.0232536097616321,-0.0032997445233741,-0.0978332600395333,0.0631864656223478,0.0373391759430705,0.0578938982741965,Female,59,No,Yes,Employed,Suburban,High School or Below,1670911200
32,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,0c197534-04d6-4f6f-a8aa-84ecdb4619c5,no_churn,0.2693776,1,churn,-0.0991010541508148,-0.0132343139279691,-0.0453140927604545,-0.0475401583027996,-0.0883451868401061,0.0286859197846024,-0.0022876663750321,0.0281104016275276,Male,21,Yes,No,Unemployed,Suburban,Bachelor,1670911200
34,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,f26616ba-e8d2-41a8-b41d-3590a962b71e,no_churn,0.038216762,0,no_churn,-0.146087866148318,-0.0052579223663815,0.0222094234936048,0.0312599329698423,0.0117569053903298,0.0387476484151102,-0.0193309936795958,0.0276767211729202,Male,76,No,No,Employed,Suburban,Bachelor,1670911200
67,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,a302df31-b22a-4fba-a792-19a99af6a334,no_churn,0.0056599643999999,0,no_churn,-0.0663856600977396,-0.0097825119259505,0.0161877122038458,-0.0389937619522424,-0.0030225043055997,0.0432486361413703,0.0606415919779829,-0.0459196528173561,Female,64,Yes,Yes,Employed,Suburban,Bachelor,1670911200
37,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Disabled,cadbca56-3875-48ba-8710-567b5bb61617,no_churn,0.11941707,0,no_churn,-0.123910084490381,-0.0060471177172075,-0.0026681325155914,-0.113861103689524,0.0253825290333497,0.0528188217094611,0.0452767031561961,-0.0346808682559185,Male,39,No,Yes,Employed,Suburban,College,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,131e89ba-a06d-4560-82b8-4f2c85a29fe2,no_churn,0.30501375,0,no_churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,55,Yes,Yes,Employed,Rural,College,1670911200
67,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,9481f911-d653-4c39-a376-8ca0584df656,no_churn,0.07938161,0,no_churn,-0.0436249457880376,-0.0040757205805857,0.0930972677549652,0.0901815341650399,0.098235386736278,0.0562233121960616,0.0870941840408704,0.0788428329635462,Male,30,Yes,No,Unemployed,Rural,High School or Below,1670911200
56,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,174c0b5f-81a5-4aba-a799-63a8f8c267fd,no_churn,0.16356511,0,no_churn,-0.232503294598409,-0.0113894258904838,0.0058477672945809,0.0407707424490763,0.0024223881452508,0.0167074422928635,0.011896229330141,-0.0327780011744471,Female,34,No,Yes,Unemployed,Urban,High School or Below,1670911200
30,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,4db2624e-39d9-4bcc-9713-ea259ec4c983,no_churn,0.3781587,0,no_churn,-0.168197231070808,-0.008869065378858,0.0232536097616321,-0.0032997445233741,-0.0978332600395333,0.0631864656223478,0.0373391759430705,0.0578938982741965,Female,45,Yes,No,Unemployed,Rural,Bachelor,1670911200
20,Yes,No,Low Speed,In_Store_Support,One year,<80hrs,Disabled,2246ddd6-9d43-473f-8969-1ae121249505,no_churn,0.02367213,0,no_churn,-0.0346014832284981,-0.0126157592324489,-0.0239185365033245,-0.0285251041821402,-0.01457348138415,-0.096301278167416,0.0391457246428399,-0.0276362331199743,Female,77,Yes,No,Unemployed,Urban,High School or Below,1670911200
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,123542a0-296e-43b7-b751-7af2db980c8f,no_churn,0.13114677,1,churn,0.0592229399142161,-0.009453618731477,-0.033195964314691,-0.105658613004289,-0.142468447272768,0.0621073078191693,0.0200089505977484,-0.0395887070735625,Female,62,No,No,Medical Leave,Suburban,Bachelor,1670911200
52,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4c6c1943-36df-4058-afa5-573ed9fb995a,no_churn,0.08150906,0,no_churn,-0.188208204928906,-0.0068078880483881,-0.0231964311729098,0.0626832662865126,-0.0464867507624148,0.0090346954084088,0.0012711298386966,-0.0173159676802606,Male,26,Yes,No,Employed,Suburban,High School or Below,1670911200
69,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,96dab820-8b4c-465c-8117-009399ce439d,no_churn,0.051794473,0,no_churn,-0.109151320846086,-0.0023455490016385,0.0031210211598772,0.0494429044507433,-0.0020195806259471,-0.209851502988231,-0.0057834676472066,0.0275613427857933,Male,74,No,Yes,Unemployed,Suburban,College,1670911200
40,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,71da8fd7-abab-46cc-80d4-6fb822cac79c,no_churn,0.008521788,0,no_churn,-0.0675933397667631,-0.0216298351794466,-0.0109650768557366,-0.0947261191381585,-0.0062367162364171,0.0551405455534222,-0.0326486775147532,-0.0303669306981282,Female,63,No,Yes,Employed,Urban,High School or Below,1670911200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,00307791-b100-400c-9a26-13ed366b7e5d,no_churn,0.387835,1,churn,0.298299782483582,-0.0082118965763038,-0.0159083566080835,-0.035961474870337,0.0351314828689646,0.145386154714347,0.100961121993751,-0.0507744499034015,Female,71,Yes,No,Employed,Suburban,College,1670911200
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,7034d386-bb05-4efe-ab2f-6c8b19944fa4,no_churn,0.8600285,1,churn,0.22070915371487,-0.0060852235685342,0.0359682402411453,0.0755240932560264,-0.0424236560242388,0.123789498113583,0.0270629278583055,-0.015649788798828,Male,62,No,Yes,Disabled,Suburban,High School or Below,1670911200
0,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,bd04cdd4-2400-45ff-8f14-68c8e10264e8,no_churn,0.011810221,0,no_churn,0.252939112591357,-0.0052011508462601,0.0707160682950052,-0.0412271195958965,-0.0106239752468718,0.134926412491168,-0.0048637154046446,-0.0083584476423129,Female,76,Yes,Yes,Employed,Urban,College,1670911200
16,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c91ef96e-1c09-4910-a980-613a4a65ecd2,no_churn,0.47685152,0,no_churn,0.119017784392731,-0.0004869200599932,0.0326038553712351,0.1827289836813,0.105751711846615,0.118932081767634,0.0525988738713567,-0.0230058524760852,Male,32,Yes,Yes,Unemployed,Suburban,High School or Below,1670911200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,1cb1514c-487a-4d39-ad15-6b31fa936121,no_churn,0.7099735,1,churn,0.233439066473118,-0.0039990012173439,0.0785578996393542,0.1219265290163,0.0354280888385574,0.160763811303932,0.0482033247495064,-0.0234687641249911,Male,48,Yes,No,Employed,Suburban,College,1670911200
12,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,3290d0bb-0de0-4b62-82ec-8a9f78075e10,no_churn,0.2496996,0,no_churn,0.100111511592445,-0.0023688217900507,0.109363062510538,-0.0085595089988373,0.0739972403091451,0.108014209265839,0.0322043723054048,0.0629260762035664,Male,79,No,Yes,Unemployed,Urban,College,1670911200
3,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,30bb7c74-a306-4f85-a445-1bd0a586c38a,no_churn,0.5825366,1,churn,0.108254647759622,-0.0053650870775891,-0.0161428580490792,-0.0303107161196658,0.0139599492433171,0.0757643034321427,0.0385608277557184,-0.0184998112694665,Male,49,No,Yes,Employed,Suburban,High School or Below,1670911200
40,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,8fb3865c-80a7-4410-bd98-39b452302b0e,no_churn,0.23084855,0,no_churn,-0.0649860324128258,0.002834661005354,-0.0381892732722917,-0.0018575978632543,0.0378048152145402,0.0677089056840122,0.0486657061872392,0.0414926623540668,Male,57,Yes,No,Employed,Suburban,College,1670911200
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,da332a7b-1785-4bbc-b89c-42669d2d0856,no_churn,0.13114677,1,churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Female,42,No,Yes,Medical Leave,Suburban,College,1670911200
27,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,713cb0dc-4aee-4f89-8121-7c25542f5831,no_churn,0.37478188,1,churn,-0.104645306902185,-0.0047237202318137,0.0751511867182489,0.143162250285477,0.0198381254548439,0.0807632682853454,-0.031134600945752,-0.0427468751775086,Male,29,Yes,No,Employed,Suburban,Bachelor,1670911200
1,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,8c0c29dd-c14e-4127-9425-006756e5ce45,churn,0.7218655,1,churn,0.19693904956227,0.0829109134371447,0.023202949698807,-0.0103156785162173,-0.0604815982047057,0.147907489837544,-0.0204207870284244,-0.0069572197996694,Male,24,No,Yes,Employed,Rural,Bachelor,1670911200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,2f839b36-1475-497c-b092-a96c28419bc2,no_churn,0.81812453,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Male,45,No,No,Employed,Suburban,High School or Below,1670911200
69,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,35782c72-b881-4c55-b59e-cb5aad16adb2,no_churn,0.017844466,0,no_churn,-0.0788707790674698,-0.0072856151501991,-0.0372215149202384,-0.0596949203804842,-0.0804643071797045,0.0345763702331351,-0.0111675170990292,0.0411021321596626,Female,23,No,No,Employed,Urban,Master,1670911200
29,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,4234569f-f2a6-4a2e-8819-a11a98fba626,no_churn,0.12336621,0,no_churn,-0.112987588680899,-0.0149728674736979,-0.0495174817402585,-0.0387326664814099,-0.0785095357798491,0.015574300968401,0.0035530638676391,0.0265666237315235,Male,26,Yes,Yes,Unemployed,Suburban,Bachelor,1670911200
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,c283cadd-98ca-44c0-a587-1fdd795e4d38,no_churn,0.8600285,1,churn,0.22070915371487,-0.0060852235685342,0.0359682402411453,0.0755240932560264,-0.0424236560242388,0.123789498113583,0.0270629278583055,-0.015649788798828,Male,27,Yes,No,Employed,Urban,High School or Below,1670911200
52,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,f8704421-d7ad-4119-bc58-ec426a1c9fc4,no_churn,0.23873274,0,no_churn,-0.203403058288,0.039295154756719,0.0163152319528308,-0.0410618072146962,-0.129367487967293,0.0572254816311124,-0.0238495565466837,0.0258198886321133,Female,54,No,No,Employed,Suburban,Bachelor,1670911200
35,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,6371f56b-082f-41f1-a809-414dde7f6455,churn,0.09331061,0,no_churn,-0.110086438137459,-0.0032852380840631,0.0464635186098166,0.004912165015703,-0.0311553191369966,0.0536229753421321,0.0280013208371747,-0.037499135638709,Male,80,Yes,Yes,Employed,Suburban,High School or Below,1670911200
31,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,14e196c0-02c2-4b40-9b00-3860b0570a1d,no_churn,0.0070516382999999,0,no_churn,-0.0648872022539944,-0.017140674004222,-0.0806370893439088,-0.0368021373946339,-0.0841394467748978,0.0501107060070717,0.0151246459937465,-0.0206549522826753,Male,73,No,Yes,Employed,Suburban,College,1670911200
60,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,ff48db18-943f-4cfa-ac57-50fea95b937c,no_churn,0.045152772,0,no_churn,-0.140156901876489,-0.0076322202362644,0.0341808848756045,0.0027325233572264,-0.0220346042482742,0.0529749567190265,0.0746450993464532,-0.0537358883090473,Male,27,Yes,No,Employed,Suburban,Bachelor,1670911200
52,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,cf76d3a8-a7fd-4819-a195-00a993730db7,no_churn,0.08150906,0,no_churn,-0.210808963707022,-0.0065007596517898,-0.0108319238459989,0.0677502809415818,-0.0632855679656313,0.0019610941335486,-0.0199943423953118,-0.0173159676802606,Male,41,Yes,No,Unemployed,Urban,College,1670911200
5,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,80021f92-e661-42e9-a59b-b9c179fd939e,no_churn,0.10940991,1,churn,0.158731396986277,-0.0007718812698658,0.0570082179678866,-0.0423418250364375,0.0115570130277228,0.11071014276944,-0.0042624140857151,-0.0071806084082709,Female,73,No,No,Unemployed,Rural,College,1670911200
56,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,f1534ecf-9203-40ec-9e57-23c4b9815623,no_churn,0.020396112,0,no_churn,-0.0998850026331319,-0.0280537110312798,0.015201868374379,-0.0100168437838874,0.0057697735556575,0.0533234795820499,0.0358679882616479,-0.0379003701797046,Male,68,No,No,Medical Leave,Suburban,Master,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,30fc75fa-05b7-44c8-aad9-8adf16b968e1,no_churn,0.32851294,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,77,Yes,Yes,Employed,Suburban,Bachelor,1670911200
24,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,1c6ab9f9-b4f6-416f-b5b9-dd100b313043,no_churn,0.096880384,0,no_churn,-0.124820983833606,-0.0045006817806279,0.0485578570477991,0.072033546643488,-0.016831469962899,0.057047014076852,0.0298184343192406,-0.0617584392557364,Female,41,No,No,Employed,Suburban,Bachelor,1670911200
1,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,bcfd3c65-a24f-4d8b-af96-28bdc49c08b0,no_churn,0.3649339,0,no_churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Female,43,Yes,No,Employed,Urban,Doctor,1670911200
10,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,920c6f6b-c2fa-422e-a485-ca95c5c2f0ae,churn,0.30139643,1,churn,0.0293833701562562,0.0577182354374872,0.0351580454524037,-0.0204919341448157,0.0481201231915383,0.107942827488737,0.0892927010948415,-0.0491495176711578,Male,43,No,No,Disabled,Rural,Bachelor,1670911200
24,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,39de79a2-8120-4567-85d4-5d2d1701f045,no_churn,0.73860407,1,churn,-0.0013408626820137,-0.0046109288267689,0.115555051625797,0.113557564762705,0.0136368837449754,0.0830869096331571,0.027720035655293,0.0719406252566113,Male,31,No,Yes,Employed,Suburban,Master,1670911200
72,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,317178b4-7d2f-4863-8a3b-a5b9aecef17c,no_churn,0.023266347,0,no_churn,-0.125933419382382,-0.0065176119235547,-0.0973415435185416,-0.0117081230875555,-0.0579826832287653,0.0495110186872625,0.0364270766319532,0.0445191351507674,Female,43,No,Yes,Medical Leave,Suburban,High School or Below,1670911200
12,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,bd50b8ae-60eb-4c25-9585-83319b15f8db,no_churn,0.7079699,0,no_churn,0.0262924445787848,-0.0083836715903453,-0.0499533689984309,0.111522349633569,-0.0274573726036487,0.0688123004511817,-0.0558126496063459,-0.0390461857663103,Female,42,Yes,Yes,Unemployed,Suburban,Bachelor,1670911200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,6a7a5be5-e556-4f0a-b443-4ca8aa0eef4e,churn,0.08447975,0,no_churn,-0.130721916500991,-0.0097503983733986,0.0337893782299056,-0.0848626417744185,-0.0570086919827235,0.0574324071770524,0.0460255104190582,0.0610702014990784,Male,59,Yes,Yes,Employed,Suburban,Bachelor,1670911200
46,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,644b70bb-8d51-441a-8db7-1763bab22983,no_churn,0.30260006,0,no_churn,-0.254942334654279,-0.0051357387111056,0.0361222503658791,0.087405126830472,0.0049312600491248,0.038185858039551,-0.0279853118969003,-0.0226072612213101,Male,48,No,Yes,Unemployed,Suburban,High School or Below,1670911200
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8fac1689-481a-4b83-8e44-1f488c3a8e23,no_churn,0.371777,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,20,Yes,No,Employed,Suburban,High School or Below,1670911200
62,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,abdd4460-fee5-471c-8475-5615b4cdbcd2,churn,0.013542235,0,no_churn,-0.163563135703425,-0.0141976589612568,0.0110485675564723,-0.0222741559704582,-0.0648544810642761,0.0380567464288742,0.0102963792314858,0.026461586784053,Male,61,No,Yes,Unemployed,Suburban,Bachelor,1670911200
56,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,54417d86-4376-4cb9-8b08-ebd1ed12f476,no_churn,0.05090283,0,no_churn,-0.0979526927453389,-0.0039266350177058,0.0135698782372992,-0.0073630626802423,-0.0630252397198091,0.042618474826404,0.0931088405002538,0.0381109551862618,Female,44,Yes,Yes,Employed,Suburban,High School or Below,1670911200
15,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,bf846f98-5396-444c-a69c-4627d93f9504,no_churn,0.118525535,1,churn,0.0241284900129994,-0.0172875559738895,-0.0892831733487037,-0.126662418702745,-0.0674540118187542,0.0557130452691762,-0.0214456486234394,-0.0267348775565278,Male,22,No,No,Employed,Rural,College,1670911200
69,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ab8610f5-aaec-4029-b39e-30045549cbbc,no_churn,0.03397865,0,no_churn,-0.103057606924231,-0.0166923828581821,-0.0499661959681998,-0.0394222738996086,-0.0640810072206022,0.0306066764605475,0.0232589406478018,-0.0246723022100559,Female,43,Yes,Yes,Employed,Rural,High School or Below,1670911200
60,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,8ba216a3-cd57-43bd-8055-3de7706e2272,no_churn,0.045152772,0,no_churn,-0.134919605333184,-0.0116983251062265,0.0111373245972754,-0.0533250452483252,-0.0638841854585007,0.0379050345404357,0.0166018083562903,-0.0308431588900157,Male,32,Yes,No,Employed,Urban,College,1670911200
39,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,df461286-f40f-4265-a8cf-717741a43790,no_churn,0.27682245,0,no_churn,0.0068671680266425,-0.0039617921407989,0.0647256851066049,0.11838711268314,0.0293489526087705,0.10351954245366,0.0060046167158725,-0.0239174365719736,Male,45,No,Yes,Employed,Suburban,High School or Below,1670911200
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,b7bb8536-060f-4125-a635-5d84e5d04a5f,no_churn,0.13114677,1,churn,0.0592229399142161,-0.009453618731477,-0.033195964314691,-0.105658613004289,-0.142468447272768,0.0621073078191693,0.0200089505977484,-0.0395887070735625,Male,42,No,Yes,Employed,Urban,Bachelor,1670911200
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a180478d-5b8a-4920-8bff-76697490300b,no_churn,0.051794473,0,no_churn,-0.111023374726528,-0.0028317949137772,0.0812758899775462,0.0362533528133144,0.0598069661594308,0.0963610754347291,0.0031770357303958,0.0509308939632137,Male,42,No,No,Employed,Rural,High School or Below,1670911200
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cd2e7532-98f2-49f9-a70a-1acefd57dd53,no_churn,0.38763973,1,churn,-0.0715377619679202,-0.0068055877972983,0.103170715051156,0.0590669638414419,0.0659391428472463,0.103896376992216,0.076924338714507,0.0939784026254892,Female,21,No,Yes,Disabled,Urban,High School or Below,1670911200
1,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,0c8ca3c1-29a5-4fb1-9fdb-6e5f8f303eac,no_churn,0.7218655,1,churn,0.274998778829822,0.0767436171694407,0.041028993098962,-0.0059732049854937,-0.0211010010724658,0.173376759530975,0.0718074577452989,-0.0301056121650981,Male,30,No,No,Unemployed,Suburban,College,1670911200
69,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,f2c36f48-2bf7-4b81-9cd6-324a0a2f7a48,no_churn,0.0115897339999999,0,no_churn,-0.0962836186775166,-0.008432849112246,-0.0274927267812927,-0.0613688695751852,-0.060531187483989,0.0319145383073373,0.0017276721248299,-0.028559110658075,Male,27,No,Yes,Unemployed,Rural,Master,1670911200
2,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,97e45c7d-6420-4271-8eac-b1e8d7a90e1b,no_churn,0.2880462,1,churn,0.144094967704546,-0.0054565748471941,-0.0296337185670881,-0.0666599211501716,0.0388834478897297,0.0980850265062054,0.0660130643127422,-0.0384940236410511,Female,73,No,No,Employed,Suburban,College,1670911200
0,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Disabled,04a72eef-4072-4672-ba98-5b56a1adb6d3,no_churn,0.011810221,0,no_churn,0.0949836232489406,-0.0059527630809679,0.0071104429759134,-0.0622807461693992,-0.0233465709316533,-0.248641304907442,0.0278329480673528,-0.0187317824867841,Female,74,No,No,Employed,Suburban,Bachelor,1670911200
31,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,4b9afd4f-8a1a-4d59-af8a-fc690d2eee6e,no_churn,0.20619027,0,no_churn,-0.137637872774026,0.0368352281495026,-0.0101966236809585,-0.0367367477244397,0.0008468770018225,0.080661333661269,-0.115906697638584,-0.0568916529914713,Male,38,Yes,No,Unemployed,Suburban,Bachelor,1670911200
15,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,99ad17d2-8fe2-4843-9b60-a0d631c4dfb4,churn,0.38808766,1,churn,0.191581772378977,-0.0056756810095248,-0.0235336610225022,0.182563461571244,0.0846614971644703,0.105252961187107,0.0302631146414387,-0.0141396117551994,Female,60,No,Yes,Employed,Suburban,College,1670911200
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,821396b5-5cc7-4950-bf91-8b687afb0389,no_churn,0.9170641,1,churn,0.155679250259541,-0.0056811930496223,0.021723779179124,0.0294096957120291,0.0338362748799045,0.142105752617317,0.0454447083900777,0.0973603412108696,Female,38,Yes,No,Unemployed,Rural,College,1670911200
1,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,2535d524-dc95-4d13-9b0d-d16c53462373,no_churn,0.5158911,0,no_churn,0.212381826603769,0.106935583123504,0.0373480583016498,-0.0115876957389446,-0.0251311521842762,0.15849374376281,-0.0284609405608807,-0.0069572197996694,Male,43,No,No,Employed,Rural,Bachelor,1670911200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,48e52335-19cc-459f-b1b9-ac603bb35452,no_churn,0.08447975,0,no_churn,-0.130721916500991,-0.0097503983733986,0.0337893782299056,-0.0848626417744185,-0.0570086919827235,0.0574324071770524,0.0460255104190582,0.0610702014990784,Female,42,No,Yes,Employed,Suburban,College,1670911200
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,a4e7b0ac-08d2-4ee0-a1f7-be75790dfe42,no_churn,0.8409721,1,churn,0.0922679103000518,-0.006026768156189,-0.0202849538088776,0.0432853180911888,-0.044731795916482,0.111732979748595,-0.0420132431678348,-0.0002021595950191,Male,31,No,Yes,Medical Leave,Suburban,High School or Below,1670911200
56,Yes,No,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,27dd0ed9-145f-4867-b4c1-357ba3872d9b,no_churn,0.020155257,0,no_churn,0.0099554640574024,-0.0025555010004245,-0.0172052981863362,-0.0169621810697753,0.0477445810176323,-0.177801960975521,0.0386885660795178,-0.0308898221319032,Female,27,Yes,Yes,Employed,Suburban,Bachelor,1670911200
13,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,9857dd5c-baf6-4eb3-ac86-502b52a91dd0,no_churn,0.28769997,0,no_churn,-0.0186510275928958,-0.0078400644306202,0.0288052303748554,-0.0556819078741864,-0.0943991510255182,0.0681294459201308,0.0287108881138192,0.0635671030424782,Female,53,No,No,Employed,Urban,Bachelor,1670911200
0,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,eaab9a36-ff6f-48fa-a9b9-57e58e5c10d0,no_churn,0.015783109,0,no_churn,0.192188072396457,-0.0103702992651415,0.0350262233612556,-0.0710909458431433,-0.0284448737525963,0.112124741985881,0.0540314998596659,-0.0427321868523722,Female,77,No,No,Employed,Suburban,Doctor,1670911200
35,Yes,Yes,Low Speed,Expired,One year,<80hrs,Disabled,93a44519-a931-42d9-b318-3c5f625cb99e,no_churn,0.09331061,0,no_churn,-0.0407016152810138,-0.0020959198774835,0.0196796185418043,-0.0421410263464531,0.0107387150479189,-0.0730007585540443,0.0004350262325169,-0.0219401902461504,Male,30,Yes,No,Employed,Rural,College,1670911200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,8b3752eb-eae1-4e3f-b2cc-53d5f84b7011,no_churn,0.5405964,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Female,32,No,Yes,Unemployed,Rural,High School or Below,1670911200
12,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,e3bbde56-31a6-4ba6-9598-f6c85b96b7c5,no_churn,0.10221886,0,no_churn,0.0457206022841001,-0.0157017506632291,-0.064201629942172,-0.0863809382091494,0.0113097697468583,0.0366152145104842,0.0137436563270421,-0.0130797182743845,Female,22,No,Yes,Unemployed,Suburban,College,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ca57063a-2824-4464-b0d4-0ead639acb5b,no_churn,0.62016493,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,21,Yes,Yes,Employed,Suburban,High School or Below,1670911200
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,8f1122e9-e8cb-4680-96ac-98cd3412861f,no_churn,0.114721715,0,no_churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Male,44,No,Yes,Employed,Suburban,Bachelor,1670911200
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,6af9c061-12c1-498c-905f-7adcc025b0ad,no_churn,0.31971064,1,churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Female,49,Yes,No,Employed,Urban,Bachelor,1670911200
24,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,9e230300-7606-47ce-9aeb-d02b6e3e786f,no_churn,0.096880384,0,no_churn,-0.190102700083207,-0.0041200028603634,0.0203268581275551,0.0640626847340899,-0.0218692283315613,0.0528623611147759,-0.0417610174167384,-0.0617584392557364,Female,32,No,No,Employed,Suburban,High School or Below,1670911200
69,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,a258030e-1a13-4871-89fb-9e5359f57da6,no_churn,0.0115897339999999,0,no_churn,-0.0962836186775166,-0.008432849112246,-0.0274927267812927,-0.0613688695751852,-0.060531187483989,0.0319145383073373,0.0017276721248299,-0.028559110658075,Female,67,Yes,No,Employed,Suburban,College,1670911200
19,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,aaebc1a3-75f2-4dff-ae9c-352e5f84c41b,no_churn,0.5731083,1,churn,-0.0561630568474902,-0.0104978968551222,-0.0732709476889067,-0.0413657009437156,-0.119805164147365,0.0345085771161393,0.0117137728792477,0.0458542640409359,Female,54,No,Yes,Employed,Suburban,College,1670911200
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,69d822a6-04b6-485a-9435-54d3176c7c41,no_churn,0.09418788,1,churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Male,51,No,Yes,Retired,Suburban,College,1670911200
54,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,f168b9e6-91fd-4810-8551-a47156ec12a3,no_churn,0.015655981,0,no_churn,-0.117758432430301,-0.0115115769869225,-0.0353718744708021,-0.0417389821633514,-0.0765618880415968,0.0227388358254756,0.0199872380848501,-0.0188094713698774,Female,36,Yes,No,Unemployed,Suburban,College,1670911200
15,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,d2c1045c-cddf-4a28-8e15-68d0d62f7e11,no_churn,0.38808766,1,churn,0.191581772378977,-0.0056756810095248,-0.0235336610225022,0.182563461571244,0.0846614971644703,0.105252961187107,0.0302631146414387,-0.0141396117551994,Male,58,No,Yes,Medical Leave,Suburban,College,1670911200
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,6c0286a3-9afa-47e8-9c6a-ca1ac08b8d40,no_churn,0.3550431,1,churn,-0.212128998906192,-0.0068312604750462,0.0112043848621397,0.0193900979743648,-0.0537932709887718,-0.0112015059983241,-0.020461177241159,0.0047955770459338,Female,33,Yes,Yes,Unemployed,Suburban,High School or Below,1670911200
70,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,807ca842-5f42-4109-9e8c-4e577d711d1f,no_churn,0.3113181,1,churn,-0.0978409911245353,-0.0018014302866049,0.0304086364738122,-0.0938623734184921,-0.0485716738186511,-0.0668028609823431,0.0587840919142399,0.0666604470878155,Female,52,No,Yes,Employed,Suburban,Bachelor,1670911200
7,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,8d6faaee-6538-4ed7-8946-ec7af879eadf,no_churn,0.55825514,0,no_churn,0.182186253694299,0.0003973109939397,-0.0214440243057652,0.232031623692328,0.132633687223824,0.114571833863447,0.0115553146933416,0.0368846669760932,Female,28,Yes,Yes,Employed,Rural,Master,1670911200
62,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,0397d017-3cac-4146-b469-f6cdc8588470,no_churn,0.0051719984,0,no_churn,-0.0797788918990954,-0.0109099966523353,-0.0258070420161129,-0.0027657645998624,-0.0695759357837596,0.0444827794328921,0.0076555508595811,-0.0123268506549902,Male,30,Yes,No,Unemployed,Suburban,High School or Below,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,8b566f61-268e-4ed9-9239-55ce39bb4090,no_churn,0.4668074,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,73,No,No,Employed,Suburban,High School or Below,1670911200
38,Yes,No,High Speed,Web_Chat_Support,Two year,100hrs+,Disabled,8a6ccc16-5717-49df-a61c-97b256d082ee,no_churn,0.0070077027,0,no_churn,-0.0332131705407482,-0.0038429977686791,-0.0045050635210827,-0.0298667585559087,0.0344605667397263,-0.0870397630858315,0.0596075017711336,-0.0346264681757747,Female,61,No,No,Employed,Urban,College,1670911200
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,4711d6af-9562-4d79-ad81-a1611681bc13,churn,0.3550431,1,churn,-0.212128998906192,-0.0068312604750462,0.0112043848621397,0.0193900979743648,-0.0537932709887718,-0.0112015059983241,-0.020461177241159,0.0047955770459338,Male,67,No,Yes,Employed,Suburban,College,1670911200
20,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,665684df-d6b5-4d09-b994-7ffdd11aaa1a,no_churn,0.34659064,1,churn,-0.105771175817017,-0.0059561706625027,0.0559105953918151,-0.0340076888319163,-0.0761140448604601,0.0687869667420272,0.0626123718730923,0.06551299483217,Male,49,No,No,Unemployed,Rural,Bachelor,1670911200
69,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Disabled,4c77ff46-1c1a-4d15-b28b-3d3b30f16b9a,no_churn,0.03397865,0,no_churn,-0.0856823791363831,-0.0034432379967984,-0.0547401085563524,-0.0139973587956092,0.0111551208331547,-0.126079582056091,0.0420638393756007,-0.0283024471938279,Female,27,No,Yes,Employed,Suburban,College,1670911200
31,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,cdbb04a4-9b7c-4469-8dca-f40beac06673,no_churn,0.0070516382999999,0,no_churn,-0.0648872022539944,-0.017140674004222,-0.0806370893439088,-0.0368021373946339,-0.0841394467748978,0.0501107060070717,0.0151246459937465,-0.0206549522826753,Male,65,No,Yes,Unemployed,Urban,Bachelor,1670911200
3,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,ec3a95ee-0087-40c9-99e4-9df0081f84a0,no_churn,0.5825366,1,churn,0.108254647759622,-0.0053650870775891,-0.0161428580490792,-0.0303107161196658,0.0139599492433171,0.0757643034321427,0.0385608277557184,-0.0184998112694665,Female,70,No,No,Unemployed,Suburban,Bachelor,1670911200
72,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,afee8f2c-9436-4fd6-a7cd-bf4f48f23a6e,no_churn,0.0045674643,0,no_churn,-0.100307964868198,-0.0062742963854816,-0.0251013501457146,-0.0231680135488659,-0.109362476164624,0.0345552702896293,-0.0136144758479258,0.0142471562093123,Male,76,No,Yes,Employed,Suburban,Bachelor,1670911200
67,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,49c3d7c7-5b9b-4119-b075-cd27847c1c6c,no_churn,0.1111101,0,no_churn,-0.168899241341569,-0.0087752671431371,0.0486592753526019,0.0701729874636475,0.0280709561800995,0.0477110766405894,0.0684622467400913,-0.0566504064930268,Male,58,Yes,Yes,Unemployed,Suburban,Bachelor,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,dc19dbd0-b4b3-4f32-98c6-bb2f6eab7c9c,no_churn,0.62016493,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,32,No,Yes,Medical Leave,Suburban,College,1670911200
34,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,fc1208fc-3dbf-49c1-b12c-3ea5d0701012,no_churn,0.6451988,1,churn,-0.024361862576552,-0.0033329026710634,0.0731549733087194,0.0393703003779046,0.148305967931301,0.0668565655029124,0.0759605275015201,0.0925202867863845,Male,26,No,No,Unemployed,Suburban,Bachelor,1670911200
24,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,4a46aa34-444d-4972-88ec-261f26af95c1,no_churn,0.73860407,1,churn,-0.0013408626820137,-0.0046109288267689,0.115555051625797,0.113557564762705,0.0136368837449754,0.0830869096331571,0.027720035655293,0.0719406252566113,Male,39,No,Yes,Employed,Suburban,Bachelor,1670911200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,1ea71ace-bfe8-44d4-8070-32815283aa54,no_churn,0.09418788,1,churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Female,48,Yes,No,Employed,Suburban,High School or Below,1670911200
0,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,06c6078b-b2f9-46b0-861e-025bd0f18176,no_churn,0.015783109,0,no_churn,0.0596598952708882,-0.0062823446564652,0.0036858858861523,-0.065605800388439,-0.0067000155822461,-0.198206342209505,-0.0223072932467039,-0.0261868052063982,Female,60,No,Yes,Unemployed,Suburban,College,1670911200
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,c3b4d40a-71c1-4c17-9202-f49b6960b3db,no_churn,0.5056646,0,no_churn,0.0695485457123322,-0.0068894299924431,0.0751400146718515,-0.014686714908239,-0.112356109650409,0.0717063087464703,-0.0269867661429634,0.0079079569502209,Male,20,No,No,Employed,Suburban,High School or Below,1670911200
40,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,b80a1842-cfc0-45f9-8554-5cbb60f5a786,no_churn,0.23084855,0,no_churn,-0.08430933447617,0.0028702757464498,-0.0252579355590069,-0.0815736431578625,0.0246844903503006,0.0548504728469106,-0.0060892614565318,0.0257987820641392,Male,40,No,No,Unemployed,Suburban,College,1670911200
71,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,4adab0fe-18fd-4922-acf6-826802f77775,no_churn,0.0023285989,0,no_churn,-0.0797496668773465,-0.0118476678795195,-0.0380563726165655,-0.0276758505334373,-0.0104951987111599,-0.103243808290335,0.0184445586425863,-0.0164021461537504,Male,66,Yes,No,Employed,Rural,High School or Below,1670911200
60,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,2764442a-7d24-4ba2-b796-e5601a77143c,no_churn,0.09828098,0,no_churn,-0.14838752126173,-0.0021264507040723,0.0165454928043618,0.0209177907228058,-0.0329163457371942,-0.11358258699096,-0.0268654462709673,0.0273889156078621,Female,76,Yes,No,Employed,Suburban,College,1670911200
52,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,9f29bf2f-714e-4b57-9a6a-44a28a5505b6,no_churn,0.23873274,0,no_churn,-0.179965579944414,-0.004569768632582,-0.0074589918094898,-0.0259666635678013,-0.11673850896223,0.0428169444950799,0.0159149368532689,0.0369414795180819,Female,25,No,Yes,Employed,Suburban,High School or Below,1670911200
4,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,fe3c87ac-2cb9-4a48-a41a-50b10cc33a33,no_churn,0.15382855,0,no_churn,0.299818611090286,0.0066911111219815,0.0686245781135039,0.0916279436828972,0.103197905852539,0.139956121654377,-0.0057960285989793,-0.0038963841415352,Male,64,Yes,Yes,Unemployed,Urban,Bachelor,1670911200
49,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,5730e351-f57c-4d45-85c3-7e3a2a8e84cd,churn,0.26254606,0,no_churn,-0.0800418156178966,-0.0024740359343377,0.0332440049896649,0.09913595038528,-0.0149662630861348,-0.181556003281712,0.0421499182942625,0.0388154251913692,Female,72,No,No,Employed,Suburban,College,1670911200
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,daf80e61-0afb-4e71-8d7d-2ec2ac80bc1c,no_churn,0.0919389999999999,0,no_churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Male,42,No,Yes,Unemployed,Suburban,Bachelor,1670911200
9,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,16009360-2dd0-4bba-a869-9f9406b25cf1,churn,0.44693068,1,churn,0.0484393421854292,0.0968612517220663,0.0086222137316826,-0.0048826892157694,0.0558982396394276,0.119269263621104,-0.0043169263483423,-0.0089168441419951,Male,37,No,No,Employed,Suburban,High School or Below,1670911200
3,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,c0dbfb7f-fe2e-4aa4-8aee-7931f7579c77,no_churn,0.5825366,1,churn,0.108254647759622,-0.0053650870775891,-0.0161428580490792,-0.0303107161196658,0.0139599492433171,0.0757643034321427,0.0385608277557184,-0.0184998112694665,Female,35,No,No,Unemployed,Suburban,Master,1670911200
26,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,5700f47d-b610-448a-bedd-7b01e3ca9b24,no_churn,0.31985217,0,no_churn,-0.177613607834555,-0.0061047670098014,-0.114797808605708,0.0747268847605482,0.0151939187265088,0.0356630336401576,-0.0151556105671625,-0.0138191450806334,Male,79,No,No,Employed,Rural,Bachelor,1670911200
72,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,896d45f8-0391-4022-b310-712a99b4a188,no_churn,0.008841136,0,no_churn,-0.200347268986754,-0.0073082028306089,-0.0166391191605112,0.0629976586596831,0.027885202608636,0.0369598323054651,-0.056336551833142,0.0437622967229617,Male,62,Yes,No,Unemployed,Urban,Bachelor,1670911200
15,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,1ee6cbbc-4ce6-4b4f-afdb-7c1cba8d3230,no_churn,0.38808766,1,churn,0.191581772378977,-0.0056756810095248,-0.0235336610225022,0.182563461571244,0.0846614971644703,0.105252961187107,0.0302631146414387,-0.0141396117551994,Male,50,No,No,Employed,Suburban,College,1670911200
46,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,a1c25680-ec29-4f12-8a2e-f8af437c5d23,no_churn,0.14242908,0,no_churn,-0.174296479861314,-0.0068700468831957,0.0174104331268245,-0.0398642137033493,-0.0522581111330328,0.0342522719028602,-0.0041951005746159,-0.0232049040825222,Male,34,No,Yes,Unemployed,Suburban,College,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,a1b83662-82f3-465f-b32d-92bd0398f744,no_churn,0.32851294,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,64,No,Yes,Employed,Suburban,Bachelor,1670911200
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,2926374d-d7d5-4b41-9f03-ba5a9f3aea73,no_churn,0.31971064,1,churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Male,25,No,Yes,Unemployed,Suburban,Master,1670911200
52,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,86ab2b4b-fc0c-4f84-b46c-313bb807aaf0,no_churn,0.020722581,0,no_churn,-0.141430807644601,-0.0069500319511098,0.021287679977604,-0.0292080329747977,-0.153525947693706,0.0396344324233086,-0.0044121014075335,0.0155786550733137,Male,38,No,Yes,Unemployed,Suburban,Bachelor,1670911200
1,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,273cb8fa-03fa-4dd5-8f2b-a527d8e87972,no_churn,0.32851294,0,no_churn,0.298299782483582,-0.0082118965763038,-0.0159083566080835,-0.035961474870337,0.0351314828689646,0.145386154714347,0.100961121993751,-0.0507744499034015,Male,47,No,Yes,Employed,Suburban,College,1670911200
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9049954f-25c4-4275-b024-be96779e600e,no_churn,0.5935275,0,no_churn,0.0095012010558548,-0.0030634006636864,0.131314836850788,0.0151716620834849,0.0868894217181423,0.0674945485943408,0.0959733806509211,0.0831594519479222,Male,45,No,Yes,Retired,Suburban,College,1670911200
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,a29f8888-a75e-44b6-a164-dc68c6a53149,churn,0.114721715,0,no_churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Female,73,No,Yes,Employed,Suburban,High School or Below,1670911200
4,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,c276e089-2bcc-409e-b2c6-8fe401c4e09d,no_churn,0.15382855,0,no_churn,0.25844847787439,0.0039276897648232,0.0449572567463292,0.095801911565286,0.0754075973788803,0.132315733890846,0.0237607439867679,-0.0111455521606694,Male,33,Yes,No,Employed,Urban,College,1670911200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,826ab76d-241c-4c88-89bc-5f6dec5c0588,no_churn,0.6243774,0,no_churn,0.158927072376919,-0.002755613003228,0.0408618168695738,0.120456568711361,0.0981831817245347,0.150658824094444,0.107302442462551,0.0573395693866041,Male,75,No,Yes,Employed,Urban,College,1670911200
59,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,edfaeb73-676a-4805-a1b1-a02e285d68ed,no_churn,0.44390887,1,churn,-0.12131620914246,-0.0093828876269253,0.0371775000139678,-0.04529172940649,-0.0126573520741749,0.0606296043897327,0.0383998378215619,0.0484150854375184,Female,77,No,No,Unemployed,Suburban,College,1670911200
40,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Active,368a27c0-6d45-4cd7-af1b-10a2f71b7e82,no_churn,0.23084855,0,no_churn,-0.0119143350142985,0.11088112270083,0.0593269254811639,-0.0517432693527189,0.0316862971744922,0.116079674323601,0.0301309984214822,0.0015264405531524,Male,80,No,No,Employed,Rural,Master,1670911200
27,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,324d6745-4924-402a-9aa4-333898aff766,no_churn,0.37478188,1,churn,-0.038465539636627,-0.0034651148093507,0.0897514034705091,0.1583597012891,-0.0134930656160122,0.0990309212112242,0.0319349774414558,-0.0388222891312943,Female,32,No,Yes,Employed,Suburban,High School or Below,1670911200
43,No,No phone service,Medium Speed,Expired,One year,100hrs+,Active,9ee3352e-d32b-4f26-9865-d36d64827f27,no_churn,0.08073386,0,no_churn,-0.0425408287614209,0.0260315737243036,0.0064490433229002,-0.0381047408306949,-0.0130704024307397,-0.0712076024637645,0.0351974263078955,0.0382193815275604,Male,30,No,No,Medical Leave,Suburban,Bachelor,1670911200
12,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,3c701cf7-d88f-4f38-90aa-09b16dbaf84d,no_churn,0.10221886,0,no_churn,-0.0205059571674519,-0.0049175337953602,-0.0895504292378154,-0.0296087573858312,0.0331322534987066,0.0636668552723404,0.033571416597806,-0.0329085133791704,Female,40,No,No,Unemployed,Suburban,Bachelor,1670911200
20,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,d1736cea-efba-4783-acc7-faafe36c0ab2,no_churn,0.34659064,1,churn,-0.105771175817017,-0.0059561706625027,0.0559105953918151,-0.0340076888319163,-0.0761140448604601,0.0687869667420272,0.0626123718730923,0.06551299483217,Female,66,No,Yes,Employed,Suburban,Bachelor,1670911200
24,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,e5974be4-0f39-4645-ad58-9f0cb8a0ed0d,no_churn,0.096880384,0,no_churn,-0.100233068227917,-0.0028233357100543,0.0014547301638594,0.0649943371603876,0.0222397027899205,-0.130384525560585,0.0168079550447146,-0.0360819488097149,Female,27,Yes,No,Employed,Suburban,Master,1670911200
67,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,966a8824-1456-4d40-acb7-775f3378aa03,no_churn,0.1111101,0,no_churn,-0.142627407358832,-0.0031797932958215,0.012277666645532,0.023400434859559,-0.0129127778919792,-0.0857526265989327,-0.0025821453784192,-0.0276495032716047,Male,60,Yes,Yes,Unemployed,Rural,College,1670911200
37,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,87b258f4-53ce-4e07-a65a-edf72fff9a88,no_churn,0.04334506,0,no_churn,-0.0707434418411503,-0.007288898178449,-0.0435262173563751,-0.111085468318215,0.0006806645309188,0.0436786464954275,0.0083709807644845,-0.0191124177565325,Female,41,No,Yes,Unemployed,Urban,High School or Below,1670911200
72,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,16080ec6-d360-4ca3-b765-8e89db2dcb41,no_churn,0.04316461,0,no_churn,-0.136382244335999,0.0130808367677605,0.0120971890060877,0.0445775867871805,0.0085150262944512,0.106246624690455,0.0439624348483505,0.0703049660450915,Male,30,No,No,Unemployed,Suburban,High School or Below,1670911200
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,a4271312-78a0-44ce-b98c-488e647ba5d3,no_churn,0.50305045,1,churn,0.142811070495732,-0.001779660503962,0.0010242255498678,0.120000138680462,0.0234351779095777,0.127910599874926,0.0814690590259988,-0.0411161756900401,Male,56,Yes,Yes,Employed,Suburban,Bachelor,1670911200
39,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,265818b2-3def-482c-8554-94d89c53ca06,no_churn,0.27682245,0,no_churn,0.0068671680266425,-0.0039617921407989,0.0647256851066049,0.11838711268314,0.0293489526087705,0.10351954245366,0.0060046167158725,-0.0239174365719736,Male,54,Yes,No,Employed,Suburban,Bachelor,1670911200
11,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7276ceca-c8dd-4b4e-8ba3-94560f5950e5,no_churn,0.16825213,0,no_churn,0.155522155965145,0.0050326409837907,0.0211459295103577,0.0293984551036737,0.148618550523479,0.140765559208348,-0.0325677279714818,-0.0152750410152839,Female,75,No,Yes,Unemployed,Suburban,College,1670911200
1,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,ac19caa9-af9f-468c-9e2d-65f2cd911afc,no_churn,0.3294307,0,no_churn,0.213726928437554,-0.0155755538924131,-0.0846574146980128,-0.134447263797547,-0.0810223043626774,0.0896207830795174,0.0250453236959037,-0.0200200053045136,Male,50,No,No,Employed,Rural,Doctor,1670911200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,0976060b-2849-4d2d-87a3-a332c94f94ac,no_churn,0.5849772,1,churn,0.214724834705889,-0.0029783275443514,-0.0373452802308384,0.130666111799801,0.0359843555676798,0.133185598945047,0.0558622635550455,-0.036142873750523,Male,74,No,No,Disabled,Suburban,Master,1670911200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,3846cab9-9c99-4ba2-9ac8-2739ee5dba3b,no_churn,0.8822181,1,churn,0.181782807418876,-0.0114568083470658,-0.0795403349828848,-0.0150731693184752,-0.0929022086141685,0.0654949515586122,-0.025357067337627,0.0114780612071263,Female,66,No,No,Medical Leave,Rural,College,1670911200
59,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,c6a609b8-8f1a-4607-9e94-796882d92c09,no_churn,0.44390887,1,churn,-0.12131620914246,-0.0093828876269253,0.0371775000139678,-0.04529172940649,-0.0126573520741749,0.0606296043897327,0.0383998378215619,0.0484150854375184,Male,36,No,Yes,Unemployed,Suburban,High School or Below,1670911200
56,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,59603e15-f969-4679-ade5-6052fe1dffdd,no_churn,0.05090283,0,no_churn,-0.0979526927453389,-0.0039266350177058,0.0135698782372992,-0.0073630626802423,-0.0630252397198091,0.042618474826404,0.0931088405002538,0.0381109551862618,Male,59,Yes,Yes,Unemployed,Rural,Bachelor,1670911200
2,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,13f5120e-16eb-4113-8693-1e3a3a950e5c,no_churn,0.8409721,1,churn,0.19860268135134,-0.0066354225920804,0.0375910100600504,0.0889986746521208,0.0514784190667523,0.120603166911014,-0.0409981867009082,0.0092267901767536,Female,35,No,No,Employed,Suburban,High School or Below,1670911200
19,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,0c169a42-9d8a-4fa7-b474-d4bb8f0f7b85,no_churn,0.61644536,1,churn,-0.0326788925326218,-0.0144629926713241,0.03420431964616,-0.121855406699615,-0.0813635356554095,0.0386721809765822,-0.0019430168074177,0.0004011941521093,Male,29,No,No,Employed,Urban,Bachelor,1670911200
52,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,023642ba-70a3-4011-90f4-116c50f1ed66,no_churn,0.020722581,0,no_churn,-0.158213954423518,-0.0079768296443035,0.0301612644673969,-0.0422635256583635,-0.0975191335587806,0.0226704075691759,0.0210747496099611,0.023040870336863,Female,71,No,Yes,Employed,Rural,College,1670911200
46,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,61d00840-7941-442d-9767-12aed1af438c,no_churn,0.022918962,0,no_churn,-0.176801696207767,-0.0036521074784468,0.0339387162818275,-0.0068272736358994,-0.0365526673194108,0.0492898989903369,0.0382404923983995,-0.0466615141894635,Female,79,No,Yes,Unemployed,Suburban,Bachelor,1670911200
46,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,05bdb163-f6b9-4898-af22-2a4b7ccfa5ee,no_churn,0.016964527,0,no_churn,-0.15616128774926,0.028086305915458,0.0051201935579274,-0.0440053778974379,-0.0440796182637677,0.0392138685376539,-0.0304263628065473,-0.0367738728898257,Female,35,No,Yes,Employed,Suburban,High School or Below,1670911200
1,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,84b54c56-c000-4262-bedd-a74f226889b5,no_churn,0.8600285,1,churn,0.168508340815151,-0.0070094514533593,0.0707299594766482,0.0610916254098992,-0.0467873036159471,0.10631833241795,-0.0157299610403606,-0.0038994541549982,Male,33,Yes,Yes,Unemployed,Suburban,Bachelor,1670911200
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e5fa0fc5-7a29-4e08-aa00-e2e90dbcd12a,no_churn,0.8600285,1,churn,0.22070915371487,-0.0060852235685342,0.0359682402411453,0.0755240932560264,-0.0424236560242388,0.123789498113583,0.0270629278583055,-0.015649788798828,Female,35,Yes,No,Employed,Urban,Bachelor,1670911200
61,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,f99370fc-5be6-4d51-9c51-2c517783d4cf,no_churn,0.0148513869999999,0,no_churn,-0.0114785747949781,-0.0033239914541627,-0.0177733552737072,0.0716642379003633,0.127339959550627,0.0860668977260866,0.109856449604085,0.0986222288060708,Female,51,Yes,No,Unemployed,Suburban,College,1670911200
5,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,785dbfa0-3e11-4cc6-a323-06ca1c93d287,no_churn,0.10940991,1,churn,0.104688692879645,-0.0036552030420534,0.0196545838523979,-0.116357724170002,0.0203176806794544,0.107551911703922,0.0081574454566361,-0.0233121081147055,Female,35,Yes,Yes,Unemployed,Suburban,Doctor,1670911200
4,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,21e5a18a-660b-46de-99be-a139c47ee933,churn,0.6643612,0,no_churn,0.150383972484669,0.0009931229844733,0.0586796452457474,0.0909683804461292,-0.00858508156492,0.102693590740637,-0.039527046266794,0.0290339349040277,Male,73,No,Yes,Medical Leave,Urban,High School or Below,1670911200
31,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,c4b5b819-29e5-4ad1-9c3d-c92d5177bd90,churn,0.0070516382999999,0,no_churn,-0.0362932652095241,-0.0187941583151769,-0.126489189384101,-0.0265894946291427,-0.0514500966290506,0.0497160575415728,-0.0184710499358516,-0.0206549522826753,Male,67,No,Yes,Unemployed,Suburban,High School or Below,1670911200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,25f0ea1f-a5bc-4443-815e-1f197d10c090,no_churn,0.90316564,1,churn,0.300044787828861,-0.0045216765536088,0.020065032352586,0.114492659743405,0.0470365346450171,0.163798924405828,0.0455072186358984,-0.0276527411552342,Male,20,Yes,Yes,Employed,Rural,Doctor,1670911200
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,bb57fe21-8add-462f-8640-65fef6628b1d,no_churn,0.0045431545,0,no_churn,-0.104440735506078,-0.0041742859861096,0.0107042358360467,-0.0307203365161058,-0.022538635369674,-0.170352851279713,0.0233168453563484,0.0291796112186239,Female,28,No,Yes,Employed,Suburban,High School or Below,1670911200
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,7726b1d4-b1b9-4f5f-bf71-63659d8e3309,no_churn,0.59387535,1,churn,0.0042437874774032,-0.0026430863422592,0.0349608665025971,0.10792580357881,0.0379264345854335,0.086503940145435,0.011001362301331,-0.0150647170722913,Male,46,No,No,Employed,Suburban,Bachelor,1670911200
5,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,85ffeee5-2412-416e-8e6c-a36e54217a2b,no_churn,0.10940991,1,churn,0.185257589090891,-0.0017266037589251,0.0896230189605057,-0.0822042595944526,0.0399178818911514,0.124868171836602,0.087027540103777,-0.0448847233565356,Male,70,No,Yes,Employed,Suburban,College,1670911200
18,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,2e1c9c9f-997c-4f30-924e-9370970cf89b,churn,0.5454251,0,no_churn,0.0237981661294907,-0.0040367060238349,-0.0531191189096443,0.130338593408842,-0.0315849301438538,0.0444312052738496,0.0712961458894642,0.0715171619061038,Male,42,Yes,Yes,Employed,Suburban,High School or Below,1670911200
54,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,feb8016f-7327-47b9-a46c-0211c468d3ce,no_churn,0.015655981,0,no_churn,-0.129525389216624,-0.0163969542759878,-0.0528865365698038,-0.0249914683035058,-0.0640093759851879,0.022799173127687,0.0184783016583242,-0.0224939020448073,Female,21,No,No,Unemployed,Suburban,High School or Below,1670911200
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,a533a7e1-67aa-4d1d-b12c-322edf175f01,no_churn,0.30260006,0,no_churn,-0.243047300630483,-0.0034895648763085,0.0336264257379752,0.0016646557405783,0.0156680129169399,0.0446926455809398,-0.0128739331174256,-0.0136057241924663,Female,32,No,Yes,Employed,Suburban,Bachelor,1670911200
72,Yes,No,Low Speed,Expired,Two year,<80hrs,Active,3330fcf2-1d4c-4bb4-beda-9b426cf11fd6,no_churn,0.023266347,0,no_churn,-0.0954369862071416,-0.0056799134090351,-0.0129047240760974,-0.0286998715708068,-0.0319213930122896,-0.121425227959817,0.0041203264931186,0.022921637549025,Female,76,No,Yes,Unemployed,Suburban,College,1670911200
13,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,fad9c6b2-2933-4dba-b471-da0d20e7dbe0,no_churn,0.1527895,0,no_churn,0.0383428795705003,-0.0186137718995996,-0.0803847613601829,-0.0886799560364306,-0.091946177931677,0.0156367587940621,0.0489159614303025,0.0477029160368692,Male,53,No,No,Employed,Suburban,High School or Below,1670911200
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,c19520be-4b8f-459c-b0b6-6f7058b414e1,no_churn,0.0919389999999999,0,no_churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Female,76,No,No,Employed,Suburban,Bachelor,1670911200
26,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,494f9e4c-ffc8-4cc7-93c7-f7dae925bb22,no_churn,0.12081574,0,no_churn,-0.182613532482137,-0.0023485840642388,-0.0288628990756478,0.0766375124435217,0.0232033090655568,-0.0391667669689741,-0.0262229051238318,0.0435143837199393,Male,20,No,No,Employed,Suburban,Bachelor,1670911200
22,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,9baac64b-f1de-47f6-af37-d126d69db0b8,no_churn,0.06835978,0,no_churn,-0.0340673009763213,-0.0084837110537955,0.0302926276410471,-0.0991297399011273,-0.027174763832354,0.0538793094180073,0.0001490551885672,-0.0169916281396035,Male,46,Yes,Yes,Unemployed,Urban,College,1670911200
26,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,47b0e15d-d28f-4ba1-bd6d-d2ff45621d4b,churn,0.12081574,0,no_churn,-0.205313729035488,-0.0094507222632091,-0.105103844431078,0.0529790728804073,-0.0627395420267203,0.0376794729885841,0.0126170343719149,0.0103061056621299,Female,39,Yes,Yes,Disabled,Urban,Bachelor,1670911200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,a1bf0189-c00f-40d3-9a5a-77b178baf860,no_churn,0.5849772,1,churn,0.214724834705889,-0.0029783275443514,-0.0373452802308384,0.130666111799801,0.0359843555676798,0.133185598945047,0.0558622635550455,-0.036142873750523,Female,49,No,No,Employed,Suburban,College,1670911200
49,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,5ebeab71-f965-48b9-8f1a-320117b9bd57,no_churn,0.40111974,1,churn,-0.0930142024326051,-0.0060919756837211,0.0641739695342494,-0.0336856807692856,-0.0626487969970548,0.0616559009879074,-0.0361134461159417,-0.0233019180733208,Female,75,No,No,Employed,Suburban,Master,1670911200
72,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,09e84ae4-9ddc-48be-98df-f5101f769e6f,churn,0.0045674643,0,no_churn,-0.112128454243555,-0.012456450082077,-0.0272242633395535,-0.0525323884466615,-0.0821840224301036,0.0391887690417661,0.0070089282732487,0.0313017286145805,Female,78,No,No,Unemployed,Suburban,Bachelor,1670911200
29,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,edeaebd7-f729-480c-82f5-5c7e4517a78d,no_churn,0.32420203,0,no_churn,-0.130696349492873,-0.0108939526549693,-0.116275604181101,0.0486020564261889,-0.0295083755721134,0.0222381747484905,-0.0031087450782069,0.0039499752997471,Female,68,No,Yes,Employed,Suburban,College,1670911200
2,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,1fdd329d-0756-421d-9654-4fb7110ca05f,no_churn,0.4563346,0,no_churn,0.233980022663127,-0.0095187490040552,-0.0210400871378351,-0.0232038591150558,-0.0363945814097496,0.115152829209192,0.0298049119531697,-0.0311485331219591,Female,77,Yes,No,Unemployed,Suburban,Bachelor,1670911200
4,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,df07e6d6-a87f-41a3-ba10-c5bae9e4a6e6,no_churn,0.121155374,0,no_churn,0.0656481340425489,-0.0104783117928673,-0.091880331773973,-0.118584784751611,-0.0434066324362265,0.0476591875542726,0.0044010721185077,-0.024455441850705,Female,22,No,No,Unemployed,Suburban,College,1670911200
1,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,db2f3861-2c57-4eb9-a743-c40802dc71b1,churn,0.5220149,1,churn,0.282791813656731,-0.0045132381280564,0.0758901618514209,-0.0363052322927069,-0.009079633988822,0.140100550218685,-0.0151117731227714,-0.0054654631366429,Male,48,No,No,Unemployed,Rural,College,1670911200
56,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,577656a6-1479-45c3-8b1b-0165fd20e23b,no_churn,0.020396112,0,no_churn,-0.115881766749576,-0.0300146751645479,-0.000311553580841,-0.0441457853976862,-0.023623906851717,0.0409683925671924,-0.038116485019832,-0.0379003701797046,Female,37,No,Yes,Employed,Urban,College,1670911200
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,268be0c6-4f07-4b05-afd2-b89ce63cc426,no_churn,0.31315064,0,no_churn,0.0990503902300588,-0.0099537040328868,-0.0597374438038514,-0.0637070127855622,-0.006297743111445,0.0657984773687803,0.0234888722842697,-0.0222336881775118,Male,77,No,Yes,Disabled,Urban,College,1670911200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,3893c0b0-f280-4a34-bff8-206d733011c6,no_churn,0.15382855,0,no_churn,0.184405844809571,0.0014285420909254,-0.0012034589584436,0.0292270293440742,0.068531876647421,0.118826375635372,0.0922555962626574,-0.0506170005404237,Female,32,Yes,No,Employed,Suburban,High School or Below,1670911200
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,a521b053-4a52-4c62-b0e2-015be82497a1,no_churn,0.8791257,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Male,71,No,Yes,Employed,Urban,Bachelor,1670911200
72,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,b380fb32-10cf-48bf-8b33-08b2e45281e6,no_churn,0.005616869,0,no_churn,-0.169487482075265,-0.027122921340233,-0.0088060528320875,-0.0390595072950236,0.0325420468260654,0.0629874423886849,0.0518732744457338,0.0640470488047503,Female,54,Yes,Yes,Unemployed,Urban,Doctor,1670997600
71,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Active,8349c59f-e73b-4467-983d-be3019f32d91,no_churn,0.009992222,0,no_churn,-0.141846125328366,-0.0054860739237847,-0.0061342601297292,-0.0314141664748967,-0.032989161312953,0.0473023380383165,0.0261006998081302,0.0254405986228357,Female,73,No,No,Employed,Urban,Bachelor,1670997600
70,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,988250f3-8669-4fac-bec2-afa8baaea675,no_churn,0.01949972,0,no_churn,-0.0366734618986629,0.0028007853943199,0.0835594494311044,0.084051794157076,-0.0764163085016844,0.0456167959987942,0.117665270590951,0.100369528923438,Male,58,No,No,Employed,Suburban,College,1670997600
45,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,cd2c2e5c-d7a3-431d-b364-ca64a4b88d1f,no_churn,0.0165379919999999,0,no_churn,-0.0867384619807307,-0.001737557565284,-0.0068596977240849,-0.0166822955722818,0.0768617188716234,-0.078252044587698,0.0400697963991297,0.0743123905674292,Female,79,No,No,Unemployed,Urban,Bachelor,1670997600
64,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,73d5bb58-daa7-48fb-963c-019e4b4a2800,no_churn,0.014552686,0,no_churn,-0.164810408088742,-0.0145839582951339,0.0130395835684885,-0.0163779214684245,-0.0650109428933774,0.0207604440629529,0.0025142304090604,0.0254428211125105,Female,63,No,No,Unemployed,Suburban,High School or Below,1670997600
68,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,0e0f1ab1-e06a-4af5-97e7-98ee5c913eb0,no_churn,0.020048443,0,no_churn,-0.0806775669024136,-0.0078679347505749,-0.0004129326203519,-0.001679076960745,-0.0445429841505483,0.0624030407680402,0.0371339262680567,0.0257602370941231,Male,54,No,No,Employed,Suburban,High School or Below,1670997600
65,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,93043c3a-7e67-40fa-8a42-6da34b41e321,churn,0.016988486,0,no_churn,-0.0161751409202042,-0.0047043360198586,0.0620745945123417,-0.021361570772533,-0.0045184817748395,0.0799103445104719,0.0707706642096309,0.0749777766485567,Male,77,No,Yes,Employed,Suburban,Bachelor,1670997600
57,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,83d8c6f5-affa-42e5-ba0a-63fba3d5f29f,no_churn,0.028829891,0,no_churn,-0.17019029607527,0.023205657795952,0.0073302062887933,-0.0062155442633365,-0.168057540108553,0.0557166621388569,-0.0260102385601021,0.0151949418370986,Female,55,Yes,No,Employed,Suburban,College,1670997600
69,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,0a7cfa66-c39e-4844-b92b-9def678d6f62,no_churn,0.0234444179999999,0,no_churn,-0.0666658614820335,-0.0051383155503572,0.0176902776206043,-0.0528256641715779,-0.149818874696866,0.0419596301125056,0.028402539200124,0.0423701176075519,Male,75,No,Yes,Employed,Suburban,Bachelor,1670997600
70,No,No phone service,High Speed,Expired,Month-to-month,<50hrs,Active,5bc2866a-d8d5-4844-8577-70fecd6ec4cf,no_churn,0.012983835,0,no_churn,-0.182755937865118,0.0343910443582626,0.0174845202732421,0.0007207471275296,-0.0185460195950554,0.0534265883445414,-0.0561304038854723,-0.0176166895837923,Male,64,Yes,Yes,Unemployed,Suburban,College,1670997600
54,Yes,Yes,High Speed,Expired,Two year,<50hrs,Active,2f66ef58-d1b7-4e25-9caf-c29f91f87177,no_churn,0.019609684,0,no_churn,-0.0702764660725097,-0.0044925343302384,0.0158731356807311,-0.0769640893313771,-0.0089269666068503,-0.169237638846498,0.0302264797739917,0.0347719282403431,Female,51,No,Yes,Employed,Suburban,Bachelor,1670997600
31,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,06e20c79-b272-438f-b3f7-ca08dba6acba,no_churn,0.18270114,1,churn,-0.0533657517600659,-0.0050215283739089,0.0071338738998019,-0.0903459022849529,-0.0985502110999095,0.0641587062564485,0.0486349589682595,0.0483297010309434,Male,54,No,Yes,Unemployed,Rural,College,1670997600
64,No,No phone service,Low Speed,Expired,Two year,100hrs+,Active,11583677-f197-4331-9e20-2741ac5159ac,no_churn,0.21462649,1,churn,-0.0876391510127086,0.0131517630038979,-0.0077244483934009,-0.0170171307362124,-0.0167737974529336,-0.158115687558993,0.0152572601975498,0.0198350418609516,Female,21,No,Yes,Disabled,Urban,Bachelor,1670997600
58,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,cda6d14c-7036-46a4-ab90-c27dbb41b6ff,no_churn,0.02515031,0,no_churn,-0.042261467888602,-0.0156860060841063,0.0441912363547817,0.0276259679637223,0.007346408071935,0.078322907444799,0.0863502495366901,-0.0599154451443064,Female,49,No,Yes,Employed,Suburban,College,1670997600
27,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,d43a471e-4d8d-4a0b-8d6b-1b4158d93d3e,no_churn,0.042454172,0,no_churn,-0.0553991224337005,-0.0019541641347314,-0.0131345362354113,-0.024188052696918,0.0128967065021242,-0.0169887461483085,0.0750584691548829,-0.0353167025813399,Female,63,No,Yes,Employed,Suburban,College,1670997600
68,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Disabled,97799206-06f5-4c3e-91f4-e6c094763e34,no_churn,0.026027182,0,no_churn,-0.0242918066972833,-0.0012506395248237,0.0131430097780958,0.0158046276042978,-0.0274728985540059,-0.124890566350532,0.061025614227392,-0.0444268244495106,Male,45,No,No,Employed,Rural,High School or Below,1670997600
17,Yes,Yes,Low Speed,Expired,One year,100hrs+,Disabled,6c133183-a2ed-49f1-87be-cac302accf7f,no_churn,0.11268407,0,no_churn,0.0098690654814254,-0.0031381250837512,0.0198534446481971,-0.0721854435292607,-0.0119088561123408,-0.0843361075390021,0.0604610829560806,-0.047641213281222,Male,34,Yes,No,Unemployed,Urban,High School or Below,1670997600
63,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,2dcbac7f-8a5d-415d-8d80-d4975b9200b5,no_churn,0.016409518,0,no_churn,-0.079113529456481,-0.0112303537943807,-0.0281778933911482,-0.0065491755002221,-0.0730471046063758,0.0440101380774103,0.007984596187598,-0.0129028289065354,Female,78,No,No,Employed,Suburban,High School or Below,1670997600
55,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,aac4dd3e-cd3e-4755-9a50-075d99147095,no_churn,0.03396969,0,no_churn,-0.135129560256064,-0.0112728463821258,-0.0316683137767813,-0.0475508524910492,-0.0165721220109026,0.0234431870520984,-0.0211192946193568,-0.0291563498977029,Female,52,No,No,Unemployed,Suburban,Bachelor,1670997600
55,Yes,Yes,Low Speed,Expired,One year,100hrs+,Disabled,a19fe917-e930-46b6-887f-1973dbd7c016,no_churn,0.07016234,0,no_churn,-0.0641028764565453,-0.0028643307188394,0.0378570406024391,-0.0256711317794997,2.84760276736051e-05,-0.0459613644886667,0.0668429086245123,-0.0393215373909697,Female,23,Yes,No,Unemployed,Suburban,Bachelor,1670997600
33,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,9b8a2847-6ba2-447f-bfcd-c1371b1debca,no_churn,0.07565137,0,no_churn,-0.101846485411215,-0.0059106053241339,-0.0253976051376412,-0.0788080505183279,-0.0264417356103695,0.0295684026433355,0.019969270991678,-0.0301593439310818,Female,32,No,Yes,Medical Leave,Rural,Bachelor,1670997600
23,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,500defa5-a85e-4723-81b2-17c5e6921c0f,no_churn,0.097411186,0,no_churn,-0.163703675812358,-0.0111527533318349,-0.0699674298986565,-0.0420079308277126,0.0283591227663055,0.031899759819471,0.0189677400242544,-0.0214209840872263,Female,67,No,No,Disabled,Rural,Doctor,1670997600
31,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,32a1c1ec-f195-48a5-8b58-9e045a0195ca,no_churn,0.09702312,0,no_churn,0.192112779550971,-0.0092273499971088,0.0625109606742989,0.0848572818085631,0.146781789266497,0.140433782548525,0.0052370197631989,0.0282675890271548,Male,28,Yes,No,Employed,Urban,High School or Below,1670997600
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,b9c9a37d-11d3-41a9-950f-47ebda879005,no_churn,0.06804758,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Female,61,No,Yes,Employed,Suburban,College,1670997600
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,5aeb7490-c0a1-4131-84e2-16e7bbcfa579,churn,0.062390424,0,no_churn,-0.102065557112355,-0.0086160787101653,0.0065289286011011,-0.0235982295439407,-0.0397126532321908,-0.133819735190664,0.0072336270172399,0.0250235449554384,Female,63,No,No,Unemployed,Suburban,High School or Below,1670997600
64,Yes,Yes,High Speed,Expired,Two year,<50hrs,Active,8ec5102f-fbca-4350-9572-9ca695a50f02,no_churn,0.047275867,0,no_churn,-0.108201776964033,-0.0036987546710406,0.0078924560037648,-0.0197745432994997,-0.0318378153434969,-0.164070314506116,0.0261346989421872,0.0245298981671385,Female,53,No,No,Employed,Suburban,High School or Below,1670997600
47,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,08ca30b2-69a4-4431-b71f-cd7ae118d4bb,no_churn,0.39722753,1,churn,-0.109303302278222,-0.0043388460086862,0.0331543794481422,-0.0662487435061484,-0.0350628181320644,0.0596282979058469,-0.0155289743421963,0.0386738555244301,Male,70,Yes,Yes,Employed,Suburban,Bachelor,1670997600
28,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,4e2e377a-b78a-4a3c-9adb-79494d923618,no_churn,0.17097846,0,no_churn,-0.134489523878383,-0.0144259348634295,0.0302469289207965,-0.0948932364205939,-0.0958097241462564,0.0466032183264815,0.0284035203247185,0.0453386004198,Male,78,No,Yes,Employed,Suburban,College,1670997600
62,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,23a86d9b-2fe2-4b2e-bcaf-2ddd8d3abeae,no_churn,0.26120144,0,no_churn,-0.299395519305617,-0.0037702399887484,0.0182674266750063,-0.0786978698488246,0.0015635217918588,0.0340307355630329,0.0266501525573039,0.0323256404512176,Male,54,No,Yes,Employed,Urban,High School or Below,1670997600
42,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,7910ac3e-8418-4a41-b98e-5bb50bca4b00,no_churn,0.44657344,1,churn,-0.021628747675868,-0.0010540505400058,-0.0080631598745821,0.105822626472391,-0.07467636044149,0.0640666922677064,-0.0369169371700763,-0.0165762133832868,Male,44,Yes,No,Employed,Suburban,Bachelor,1670997600
70,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,b305f145-7573-4743-bba6-3689e0317e27,churn,0.238233,1,churn,-0.164096649232906,-0.0045722149670473,-0.045306876437462,0.0363707632873956,-0.0418684588397991,0.0380739310319222,0.0157134161668182,0.0341599381946252,Male,37,No,No,Unemployed,Suburban,High School or Below,1670997600
62,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,3a947948-abad-4684-88f1-25f2d49d2c00,no_churn,0.09481068,0,no_churn,-0.182735896029521,-0.0075454448124946,0.0492511389112223,0.0520911961121601,0.0583252389876088,0.0314130342612861,0.0442322789637364,0.0359423031516053,Female,28,Yes,Yes,Unemployed,Suburban,High School or Below,1670997600
63,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,d56ff164-8495-4545-b2e0-71022ac2e12c,no_churn,0.28456244,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,72,Yes,Yes,Disabled,Urban,High School or Below,1670997600
40,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,d16d56c1-bf2a-4299-9b68-1bb444c2cd71,no_churn,0.22894216,0,no_churn,-0.052511166504978,-0.0038989885180126,-0.0157720552360842,0.101584424600305,-0.0238800416178037,0.0753030305419906,-0.0144804455483017,-0.0153709068145326,Male,62,No,Yes,Employed,Suburban,Master,1670997600
3,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,99148236-a7ce-4b95-b624-e026ee089f40,no_churn,0.70762414,1,churn,0.0737947059817906,-0.0055006650736504,-0.0934462178510602,0.0402099523089782,-0.0100998384687227,0.109595274925214,-0.0271308734757258,0.0376031001408046,Male,77,No,No,Unemployed,Suburban,College,1670997600
69,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,7a7bb170-8d70-4075-82c1-61446eef9b9b,no_churn,0.2644195,1,churn,-0.135775030553104,-0.0057357089610741,-0.0487104001728766,0.0363603202837293,-0.0628438991921211,0.034855968021211,0.0088425327634649,0.0319800669503274,Female,62,Yes,No,Employed,Suburban,College,1670997600
72,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,248e3603-068e-4a7a-9dd3-ae1c5f1ce94b,no_churn,0.015236554,0,no_churn,-0.136768881276334,-0.0024994482393867,-0.0459640515296177,0.0046636395838322,0.008421856259597,-0.115854257510291,0.0213317077592796,0.0313824612441385,Male,76,No,No,Employed,Suburban,High School or Below,1670997600
68,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,1f7e8ced-b04a-477e-b41d-95ddd652beb9,no_churn,0.16885638,0,no_churn,-0.122803892617712,-0.009148254609172,-0.107551641050959,0.0457707153025512,-0.0017498255075042,0.0408057213236134,0.0218037218321842,0.0293473035063834,Female,58,No,Yes,Employed,Suburban,Bachelor,1670997600
66,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,187c8166-2f7b-4570-b8f7-f7f435eb5aa7,no_churn,0.18950307,0,no_churn,-0.0217097703240733,-0.0040965162140491,0.100798212224217,0.0873671111852854,0.098167424134599,0.0782075266720585,0.0770739027850868,0.0701659604333508,Male,30,No,No,Employed,Rural,Bachelor,1670997600
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,ede0604a-588e-40a8-a740-46887247e956,no_churn,0.44815066,1,churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Female,46,No,No,Employed,Suburban,College,1670997600
65,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,890e45dc-c808-4692-90d6-f00559392c8d,no_churn,0.17061333,0,no_churn,-0.121365645712549,-0.0005407689109415,0.0574009643870886,0.0586317600559687,0.0751891810336019,-0.0515799827023511,0.0442207549739032,0.0668509224203808,Female,76,No,No,Unemployed,Suburban,College,1670997600
31,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,addfa793-2a7b-4cd3-8760-0bfc5545d133,no_churn,0.48991165,1,churn,-0.0249595527823657,-0.0069917090829039,0.0607191727443569,0.123692654637944,0.0279985604004741,0.0896809772836149,0.0073304619355258,0.0618366225465797,Male,55,No,Yes,Retired,Suburban,Bachelor,1670997600
60,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,8b19ecea-194c-44f9-967b-890d7639543f,no_churn,0.08603596,0,no_churn,-0.171787049642776,-0.0076083924105478,0.0526564064661033,0.0565924498407002,0.0430938837899248,0.0283518404440928,0.0376653870232257,0.0320093243176961,Male,52,No,No,Employed,Suburban,Master,1670997600
35,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,19a4f834-3da8-486b-a542-49fa883ce2c3,no_churn,0.14676549,0,no_churn,-0.0380155001254388,-6.7125179048162e-05,-0.0064005271805763,0.170603971766213,0.106748671457926,0.082462341697319,0.116350415395709,-0.0007083949043772,Female,33,No,Yes,Employed,Suburban,Bachelor,1670997600
45,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,126c8bf0-c5ca-400a-9440-d30644440259,no_churn,0.38232958,1,churn,-0.239466991473382,-0.0049553742119678,0.0333986553206159,0.0735305620873987,-0.0211311378799564,0.0312467634676068,-0.0022595824065319,-0.0202223796184262,Female,78,No,Yes,Unemployed,Suburban,Bachelor,1670997600
3,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,60be9682-ef80-4f2e-8eae-ec542e579f04,no_churn,0.6559264,1,churn,0.172033376341183,-0.0058208699542956,-0.068353598722274,0.133775507114124,0.003715637884652,0.121461369798644,0.0763680658641487,-0.0333297666184262,Female,31,Yes,Yes,Disabled,Suburban,Master,1670997600
71,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,7d14e5d5-ca36-497a-8635-14d7563085ef,no_churn,0.0415309779999999,0,no_churn,-0.164115227063276,-0.0040944318050787,-0.0235273837620025,0.0598177828585721,0.0277620582383406,-0.0798511574511758,0.0158699404744402,-0.030887733930067,Female,42,No,No,Employed,Urban,College,1670997600
41,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,fde0d573-321f-49d6-a4f2-081ff2c3ef78,no_churn,0.39811668,0,no_churn,-0.11463834383705,-0.0050202521144819,-0.0355140818006111,0.0187395439538568,0.0256267385139699,0.0797472819798395,0.025108747136378,-0.03468829288292,Female,26,Yes,No,Employed,Suburban,College,1670997600
48,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,40956549-4b5a-4284-a232-f007a0187e74,churn,0.18824439,1,churn,-0.149442520582688,-0.0140064766808336,0.0165323472503223,-0.0949334868847017,0.0451580480833217,0.0240324675983902,0.0484963693205463,0.0651371002593805,Male,49,No,No,Employed,Rural,Bachelor,1670997600
17,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,57464728-e370-4e11-916e-1b1fc0819c18,churn,0.079661824,0,no_churn,0.0457827744208771,-0.0044877122822072,-0.0047862136741969,0.0194907426979079,-0.0182425287637124,-0.0361198041668285,0.0226461304744771,0.0566904605539093,Female,42,No,Yes,Unemployed,Rural,High School or Below,1670997600
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,c83fc379-54f7-4596-bf20-592d1e7c2cb4,no_churn,0.75745165,1,churn,0.245156133679775,-0.0149563402268904,0.0668856113892252,-0.0411142951344663,-0.137525272802304,0.110623908010639,0.0206015597939222,0.0495049232557721,Male,30,No,No,Unemployed,Rural,College,1670997600
18,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,a298ec07-4a43-4edc-b50d-f94e874d6111,no_churn,0.46556583,1,churn,-0.0037027742313148,0.0594489261411945,-0.0111217670934092,-0.026827272152368,0.0565220270423651,0.0943614795991652,0.0270594300604898,0.0494004665225111,Male,67,No,Yes,Employed,Suburban,Bachelor,1670997600
1,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Active,783bcd99-b0c9-4923-a66c-5d80fb6db6e6,no_churn,0.8700521,1,churn,0.286427714767378,0.0675869172857619,0.0243491204240945,-0.0986242380182102,-0.0176332353333327,0.141548376335559,0.0967900851839658,0.060529108111059,Female,74,No,Yes,Employed,Urban,High School or Below,1670997600
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,73491ddd-4e37-4e4f-9819-914f3d6127c9,no_churn,0.3900853,0,no_churn,0.112101192737391,-0.0065688486118233,-0.0711705086200709,-0.0409717566668223,-0.0108121412676337,0.0565560492384975,0.0241405382370066,0.0343659937512347,Female,74,No,No,Unemployed,Suburban,Bachelor,1670997600
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,cebadcf4-8b87-42d3-afc9-cea63514109e,no_churn,0.27791142,1,churn,-0.0288690739346202,-0.0074699650103866,-0.0206538764717515,-0.0788160507563043,-0.154734967610893,0.0351827977432731,0.0103031846951125,0.0070437019172732,Female,79,Yes,Yes,Employed,Suburban,Bachelor,1670997600
34,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,6051a909-9fe2-4bb4-8f7f-d37ccdf5b23f,churn,0.11904726,0,no_churn,-0.087127079492302,-0.0029533399458705,0.0325204605801172,-0.0661327839923024,-0.111950749425105,0.060845474904645,0.0183077490322557,0.0287974522305557,Male,34,Yes,No,Employed,Suburban,College,1670997600
48,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,153e535a-f68e-4bce-9f46-3d6c5177a237,no_churn,0.087797485,0,no_churn,-0.094312820593841,-0.0067025162791105,-0.0491893819948563,-0.0719544650170246,-0.105298037314278,0.0396932543111506,0.0108750756449626,0.0278627389505891,Female,26,No,Yes,Employed,Suburban,High School or Below,1670997600
58,No,No phone service,High Speed,Expired,One year,<50hrs,Active,9bd561aa-f995-4ba7-b2fc-6903b5fad209,no_churn,0.1535282,0,no_churn,-0.0982939995817128,0.0174887016590309,-0.0097884035647757,-0.0261349296279195,-0.0437855637178654,-0.137319743648854,0.0209801390782831,0.0278276450290832,Female,56,No,No,Employed,Rural,High School or Below,1670997600
48,Yes,Yes,Medium Speed,Expired,One year,<50hrs,Active,74f9719c-2912-4761-b99b-c0f75d4bbb95,no_churn,0.15876843,0,no_churn,-0.0965086483481354,-0.0041671707053683,0.0166268242312798,-0.0573445595243993,-0.0521057924543674,-0.0636541139066503,0.0312463831392869,0.0368809269989287,Male,57,Yes,No,Employed,Rural,Bachelor,1670997600
5,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,8f3e9eac-ddb0-4e26-8586-1d4071e0d726,churn,0.43724963,0,no_churn,0.0735932277207121,-0.0015476880065762,0.038210670013259,0.0692118700630271,-0.126237802868936,0.115385226119652,0.0671923118991799,0.0951660353379884,Female,34,No,No,Unemployed,Suburban,High School or Below,1670997600
9,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,d5b28129-5911-471d-aa48-ba7b8cf6e96c,no_churn,0.23647681,0,no_churn,0.132698024229994,-0.0004795593877133,0.0897104150248924,-0.0199848486082282,0.093179692579597,0.127205964820132,0.0775586777928583,0.0734188230160543,Female,71,Yes,No,Retired,Suburban,College,1670997600
18,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Active,118e9112-7154-4a8d-a2bd-86932cb5605e,no_churn,0.61286575,1,churn,-0.037247573756058,0.0571547161443777,0.0023802873618979,-0.0093125738620619,-0.108987052693519,0.0621656128308859,0.009052121999739,0.0457683110289872,Female,21,No,No,Unemployed,Suburban,College,1670997600
50,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,62f470aa-d99e-4c0a-a3e9-9f8c5cd3958c,no_churn,0.08599969,0,no_churn,-0.0436395583186731,-0.004354169477574,0.0631390798134179,-0.0569935683460198,-0.0786205349598458,0.0722890231141445,-0.0096370266769827,-0.0112093951684073,Female,80,No,No,Unemployed,Urban,Bachelor,1670997600
52,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Active,b599f45a-dd70-40f1-8251-5c4cf6d981b6,churn,0.0795794,0,no_churn,-0.18114435671635,0.0061702582406542,-0.023255946261197,-0.0528862971711532,-0.0495780045294486,0.0487078963256681,0.0094314745990232,0.0335288239365218,Female,75,No,Yes,Employed,Rural,Master,1670997600
30,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Active,c885be6a-0e18-42bb-978e-730dd26e3d73,no_churn,0.10875647,0,no_churn,-0.0295007057060047,-0.0034951745892976,0.0135403334230522,-0.0886781829052597,0.0614726832191354,-0.160426429073059,0.0854018254272159,0.0708261658422634,Female,67,No,Yes,Employed,Suburban,College,1670997600
6,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,6fbb98fd-bd49-4aee-b1fc-f94e1cd44039,churn,0.5758024,0,no_churn,-0.0978291624444182,0.0164852476891519,-0.0027921235676194,-0.0859604917521119,-0.0777335815645301,0.0693398915119905,-0.0208870030469825,0.0245177377860636,Male,29,Yes,Yes,Retired,Suburban,High School or Below,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,e38ebd78-1623-4275-b23e-26fb02470c1d,no_churn,0.6225006,0,no_churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Female,70,No,Yes,Employed,Suburban,Bachelor,1670997600
72,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,5dd576e1-8529-4c50-b077-558a92a582ce,no_churn,0.002471827,0,no_churn,-0.128126216522803,-0.0183357230992896,-0.0318835666660288,-0.0399110598545689,-0.0372892468087047,0.0345378436322926,-0.0140666960847534,-0.0239514864196962,Male,71,No,No,Employed,Suburban,College,1670997600
10,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,2511455e-117a-40be-8c6b-77d0eab7e461,no_churn,0.18538034,0,no_churn,0.038059841230488,-0.0084654098310602,0.0010726833778699,-0.0346751015138579,0.0700500172406555,0.0848678620374357,0.110598544697605,-0.070534586343474,Male,22,Yes,Yes,Unemployed,Suburban,Bachelor,1670997600
20,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,3d466ee5-105f-4c04-b177-797a0b0e4d5b,no_churn,0.26970106,0,no_churn,-0.068140994471214,-0.0097304483261905,-0.0529767512051785,-0.0784370864674383,-0.0639387313179213,0.0298757294921051,0.0295090573030938,-0.0291274023385085,Male,60,No,No,Employed,Suburban,Bachelor,1670997600
8,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,3adcd3ca-fc88-454e-81c8-cd063f14622d,no_churn,0.0548309529999999,0,no_churn,0.02481206165412,-0.0172169437838965,-0.0217225857276298,-0.110032677764211,-0.02407927138378,0.0516996819095857,-0.0158552051137849,-0.0182737633451142,Male,22,Yes,No,Employed,Rural,Bachelor,1670997600
41,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,1b7de32f-4e3a-4d6c-8141-d8424cc6ebde,no_churn,0.0211072379999999,0,no_churn,-0.078250002062623,-0.003141348707395,-0.0090936521817366,-0.0730894879761217,-0.0053424437652392,-0.0756380301950957,0.0095097078219168,-0.0239808966418331,Female,69,No,Yes,Employed,Suburban,High School or Below,1670997600
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Disabled,55aaaa30-5c8c-4ee2-ae1e-cb8bf8faaab3,no_churn,0.20441607,0,no_churn,0.180884343382895,-0.0051788490110629,-0.0207945882383501,-0.0470177871969644,0.110214179627383,0.104724141840798,0.125817268398387,-0.0549959277350717,Female,65,No,Yes,Employed,Urban,Bachelor,1670997600
57,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,80b09756-5a4a-47ab-bb65-5bb9f496a070,no_churn,0.019505778,0,no_churn,-0.102475087534567,-0.0223629725158025,-0.0344365410172667,-0.0428511051334498,-0.0463877443718865,0.0292281270711191,-0.0202366100758536,-0.0195042183078476,Female,28,No,No,Employed,Suburban,High School or Below,1670997600
49,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,fb010557-b436-436b-8235-9d72f8edcd04,no_churn,0.25057855,0,no_churn,-0.161238514372835,0.0147313386600126,-0.0074759832503423,-0.0286030760361882,-0.085643444683119,0.0433826784067059,0.010114998383915,-0.0242941482457354,Male,47,No,No,Employed,Suburban,College,1670997600
0,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,c126b615-e3a9-4869-b5be-368fbeebe464,no_churn,0.019368561,0,no_churn,0.206139398117411,-0.0056956834702214,-0.069963917057048,-0.043523462532521,0.0240648501137457,0.089775261303821,-0.0124197531634672,0.0003285886642879,Male,66,Yes,No,Employed,Suburban,High School or Below,1670997600
4,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,74466c1d-4487-415c-8d8c-904747860c77,churn,0.48338455,0,no_churn,0.140476804991886,-0.0001492789122858,-0.0251267845034999,-0.0546406569623195,0.023064681573087,0.0929735576196799,-0.0230671799821902,-0.0550748695035326,Female,74,Yes,No,Unemployed,Rural,College,1670997600
17,Yes,No,High Speed,Expired,One year,0hrs,Disabled,bfb4f1c7-0bd6-4eaa-978a-1de8653bd1a8,no_churn,0.026081467,0,no_churn,0.0404874627746903,-0.0028474795569854,-0.032572114439572,-0.0384234150582779,-0.0022775985556472,-0.186523218859384,-0.0209816416779176,-0.0258881461980672,Female,69,No,No,Employed,Urban,College,1670997600
21,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,bf6a8e42-6eff-4548-8a68-02e2b5e4b02c,no_churn,0.0394571129999999,0,no_churn,-0.0647234026849764,-0.0065165693279595,-0.041910295563257,-0.0590994965427216,-0.094095107368812,0.0132064766345592,0.0165280145734413,-0.0224157719242703,Female,37,Yes,No,Unemployed,Urban,College,1670997600
21,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,39a27d5a-f755-4ea0-9486-96a7c83336a9,no_churn,0.22815861,1,churn,-0.0741280290442955,-0.0116141772227183,-0.0444954868229979,-0.0764757373528755,-0.0687192653685451,0.0347290723445621,0.0025101760822144,-0.020832704092636,Female,24,No,Yes,Unemployed,Urban,College,1670997600
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,76d8eff3-c9b7-43e6-814d-a32857a8bd3f,no_churn,0.5893651,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,68,No,Yes,Employed,Rural,College,1670997600
11,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,f2633682-dc5f-4006-b50c-3903edf16870,no_churn,0.010332896,0,no_churn,0.0058237158993051,-0.0044996695646841,-0.0152458354799819,-0.0643015350741643,-0.0209133174421549,-0.152701253948621,0.0062553862865888,-0.0134436418639961,Female,55,No,No,Employed,Rural,High School or Below,1670997600
19,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,5706fdbb-ff2b-4932-9c4d-5d6441f57a9e,no_churn,0.010303193,0,no_churn,-0.0320059755638249,-0.0112387208091968,-0.0655253821193673,-0.0661560504577573,-0.0940126868243896,0.0400512137932128,0.002985951916271,-0.0231245009026861,Female,36,Yes,Yes,Employed,Urban,High School or Below,1670997600
9,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,9a6b7ebd-474c-430f-b5d5-9dde98f31204,no_churn,0.18586853,0,no_churn,0.103655735675284,-0.0090405804332112,0.0082089610911862,-0.0780606607697973,0.0227036588907321,0.0749229917433876,-0.0433136897438453,0.0033216806934797,Female,73,No,No,Employed,Urban,High School or Below,1670997600
72,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,af1d5b2b-ff51-4e0a-969e-b26ece5ca0d2,no_churn,0.0016602854,0,no_churn,-0.134818848356734,-0.0171489356840459,0.0008296970492426,-0.0334404473286383,-0.0315077949427575,0.0394696595659434,-0.0148053040062711,-0.0359375114640056,Female,35,No,Yes,Unemployed,Suburban,College,1670997600
2,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,7a5fcf0e-b8a1-4d6d-a975-2450ba47b12e,no_churn,0.1452136,0,no_churn,0.187910811259262,-0.0107397350352039,-0.0303224092016444,-0.0359978210071676,0.0402120150237624,0.11694750766982,0.128006982540082,-0.0681778995296372,Male,60,No,Yes,Employed,Suburban,High School or Below,1670997600
63,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,876ef25c-fae7-494d-abd8-dade2affc523,no_churn,0.012844979,0,no_churn,-0.0636477602625655,-0.0050643933982064,-0.0156565860398586,-0.0327992586661412,-0.0307031505856321,-0.120725798563371,0.0134971190317082,-0.0139263228032632,Female,69,No,No,Medical Leave,Urban,College,1670997600
56,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,12fff223-b520-488a-9f61-fb5e326fca4f,no_churn,0.061398264,0,no_churn,0.0432711232655856,-0.0006268760466809,0.0640816134213764,0.0679332725478161,0.129328802237815,0.087366706467219,0.0893952894016638,-0.0381094100876907,Female,33,No,No,Employed,Suburban,Master,1670997600
63,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Disabled,5ea4b436-b0b1-4c9d-ad32-e48bac0dabb0,no_churn,0.02166943,0,no_churn,-0.0586825315083751,-0.0028306206863089,-0.0047535761756444,0.0030706743736755,0.0373259390907151,-0.136678709110092,0.0528586576603265,-0.0293359852904359,Male,54,No,No,Medical Leave,Rural,Bachelor,1670997600
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,b32c286d-f00f-4c9e-b48f-85d8a811ce78,churn,0.6658454,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,68,Yes,No,Unemployed,Rural,College,1670997600
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,49e7988a-29bb-429d-acac-248bb3e6f5ad,no_churn,0.001955909,0,no_churn,-0.0971028700043643,-0.0071924322667609,0.0029734244903147,-0.0237986078159792,-0.0244793877880874,-0.117479777514973,0.0122616580776684,-0.0142081610722107,Male,42,No,No,Employed,Rural,Bachelor,1670997600
19,Yes,No,High Speed,Phone_Support,One year,100hrs+,Disabled,f0a6a860-7690-4755-8eb3-1a98c71ff854,no_churn,0.024508901,0,no_churn,-0.0021977364803115,-0.0048811599730106,-0.0645153800345906,-0.030063987072026,0.0244271556236435,-0.113522281080341,0.0584868865556563,-0.0417596515397508,Male,65,No,No,Employed,Suburban,College,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,cac6795d-23ce-479f-be38-ec6f84728690,churn,0.31449354,0,no_churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Female,74,No,Yes,Employed,Rural,High School or Below,1670997600
24,Yes,Yes,Medium Speed,Expired,Month-to-month,0hrs,Disabled,ecc5a46d-b9cf-4086-9bde-5788e98c898e,no_churn,0.15850282,0,no_churn,0.120682986464581,0.0014938248549515,0.114245059546029,0.117088058062036,0.134967081104842,0.125795241729629,-0.0118190325154864,-0.0014793667451704,Male,43,No,Yes,Employed,Suburban,Bachelor,1670997600
21,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,a14939c7-2436-472b-9f6b-831b7d4913b1,no_churn,0.013263785,0,no_churn,-0.0728313976595836,-0.0111390096073864,-0.0499942287958219,-0.0590848707492932,-0.0896071327866957,0.0342256221216121,-0.0018380001197874,-0.0187571343851232,Female,59,No,No,Employed,Urban,High School or Below,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,d3961659-b50e-4187-a60b-588c69a654b1,no_churn,0.6745746,1,churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Male,76,No,No,Employed,Suburban,High School or Below,1670997600
24,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,6869f178-9bd8-4438-b69d-2bd9a38b026c,no_churn,0.01909014,0,no_churn,-0.120727415422862,-0.0084915030375486,-0.043692045858661,-0.0387285640373465,-0.0739645068404388,0.0357020339416158,0.0025567602847695,-0.0216809098577323,Female,64,No,No,Employed,Suburban,Bachelor,1670997600
7,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Disabled,de1e2e93-84bf-47d6-9b56-99b3b8832c04,no_churn,0.0133703939999999,0,no_churn,0.0381597484399935,-0.0024334492456637,-0.0147704524707114,0.0044293238664613,0.039018739592775,-0.216100575490991,0.0302064567871457,-0.0308692764712668,Male,22,No,Yes,Disabled,Suburban,Bachelor,1670997600
33,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,94d3f0d8-80e4-47b6-b047-bae0e6498948,no_churn,0.14198284,0,no_churn,-0.215078685104313,0.0382932424941327,0.0058596372649753,-0.0553672895094769,-0.0209452655676159,0.0582838085833145,0.0028933061317093,-0.0129649062326916,Female,25,No,No,Unemployed,Suburban,College,1670997600
56,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,9875c9f7-82d7-4e03-9e1b-f7dbcc9d14c8,no_churn,0.021743737,0,no_churn,-0.0827526301865009,-0.0058323323700824,-0.0319573805275285,-0.0397087382564723,-0.0144710303527426,-0.0492447920607537,0.0294763093600477,-0.0245355575982694,Male,38,No,No,Unemployed,Suburban,College,1670997600
2,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,238e1c4a-97c3-4f60-a247-3b552d18a695,no_churn,0.71372324,1,churn,0.250840329414377,0.126652460286705,0.0622270313644912,-0.03533144258643,0.0425697684097758,0.149370910521729,0.035055416520463,-0.0275971290455163,Male,54,No,Yes,Retired,Rural,College,1670997600
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,0a429ece-fbf7-4007-997b-251c121cdb9a,no_churn,0.002870379,0,no_churn,-0.111861627891128,-0.0068428706441068,-0.0156171903605695,-0.0411124330973302,-0.09137076077649,0.0347388333978324,0.0220290728676309,-0.0256558414165056,Male,49,No,No,Employed,Suburban,High School or Below,1670997600
44,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,15662898-c7ed-4a48-9383-fea5253f58b5,no_churn,0.06668814,0,no_churn,-0.11259188503821,-0.0039168159401378,-0.0566557804870672,0.000165772435721,0.0358930538899949,0.061048734091546,0.0791131304048394,-0.0463680739196297,Female,72,No,No,Employed,Suburban,Bachelor,1670997600
12,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,2600f1c2-b6aa-40dd-ba5e-899e906b6130,no_churn,0.12768878,0,no_churn,0.0317611498973019,-0.015305471209449,-0.0290493596259693,-0.104257434761621,-0.0003826142219077,0.0499854069083357,-0.0104738160103443,-0.0113349068196657,Female,27,Yes,Yes,Retired,Suburban,Bachelor,1670997600
26,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,53dc8b0d-fa01-428b-8d68-eadafc4cb968,no_churn,0.022820897,0,no_churn,-0.0537566510670421,-0.0019217633293737,-0.0193533113478406,-0.0211133270878599,0.0177651942489501,-0.0160450920137373,0.0796259452307094,-0.034227143214639,Female,41,No,No,Employed,Suburban,High School or Below,1670997600
64,Yes,No,High Speed,Expired,Two year,0hrs,Disabled,c3f6c791-34a5-468d-8dbe-cd8ff4d7478c,no_churn,0.009049045,0,no_churn,-0.066482337403213,-0.0047411541046312,-0.0117829820547285,-0.0271499883941214,-0.0299634505356516,-0.0952937076769194,-0.0105856585909441,-0.0160268731538781,Male,63,No,Yes,Employed,Suburban,College,1670997600
46,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,e9f1c0ad-f931-4f31-b2ec-2558e9b1a3ca,no_churn,0.014364658,0,no_churn,-0.155443105905852,-0.0079412489723472,-0.0302384117657129,-0.0328489277550761,-0.0475794413135008,0.021163871429153,0.0052468074194621,-0.021385694978353,Male,76,No,No,Unemployed,Suburban,Doctor,1670997600
8,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,272d2ab6-83dd-4143-a793-c679c6afbb6c,no_churn,0.0946966259999999,0,no_churn,0.0098147595205591,-0.015757627363746,-0.0205863270852933,-0.125522599190354,-0.0453072804126895,0.0354494685329154,-0.006017216747241,-0.0124136107025879,Male,33,No,No,Unemployed,Suburban,College,1670997600
50,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,5f6fd0a3-9646-404a-ad02-13939fcfcb30,no_churn,0.014843944,0,no_churn,-0.053171100857171,-0.0035124565146179,-0.0202187195327223,-0.0565884883512444,-0.0374716239305962,-0.0995833893695635,0.014427147445649,-0.0129075211496092,Male,64,No,Yes,Unemployed,Suburban,Bachelor,1670997600
17,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,9716ce3b-3134-4744-abd3-466f49bdd787,no_churn,0.03569195,0,no_churn,0.0457803265804977,-0.0083474802665296,-0.0264886424187443,-0.130950312977639,-0.0584110605831665,0.0613959094263191,0.0244706188837881,-0.0339755091452207,Female,44,No,No,Employed,Suburban,High School or Below,1670997600
40,Yes,No,Medium Speed,In_Store_Support,One year,100hrs+,Disabled,bed28fae-ca36-4e7f-99aa-bece2ab7ae8c,no_churn,0.020060306,0,no_churn,-0.0521366512160693,-0.0053044195798429,-0.0091333800987195,-0.0758667659130696,-0.0595567516435585,-0.0382403973835971,0.0289710470022873,-0.027758832462764,Female,20,Yes,No,Medical Leave,Suburban,College,1670997600
19,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,77f37227-af36-4d4b-9dee-c61609cf4897,no_churn,0.012686122,0,no_churn,-0.0445370723967516,-0.0116642516159481,-0.0472772372968938,-0.0912364255185912,-0.0903316912547416,0.0318374516062976,0.0247667168888438,-0.0305836419882325,Male,60,No,Yes,Unemployed,Suburban,Bachelor,1670997600
52,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,022affee-8d65-479e-bf3b-89a71b4597a6,no_churn,0.009678632,0,no_churn,-0.112137842482152,-0.0075379477043679,-0.0237592523885177,-0.0663316791070519,-0.0793964719302857,0.0265170559016951,0.0174318034140924,-0.0238118178534114,Male,68,No,Yes,Unemployed,Suburban,College,1670997600
37,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,061cfa12-7a0d-4d42-a7c6-27e10b483bf5,no_churn,0.017187571,0,no_churn,0.0543083446873151,-0.0059988855853589,0.0189577994998035,-0.0439226435997352,0.0818118251879241,0.0954996004822169,-0.0085840381817797,0.0089018479103469,Male,33,No,Yes,Employed,Suburban,High School or Below,1670997600
40,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,f94b7ecd-b06c-4353-b41a-09051f18b56e,no_churn,0.11667327,0,no_churn,-0.064314290225393,-0.0197251263422731,-0.0392112319234729,-0.0262722633129305,0.0200724306724623,0.0466680851742876,0.0016676582800118,-0.0079114134885185,Male,29,No,Yes,Unemployed,Rural,Doctor,1670997600
42,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,11835678-09e3-4e4e-bfc6-4f376ab66694,no_churn,0.13123725,0,no_churn,-0.0988359280440545,-0.0070253421004235,-0.0524904731512742,-0.108898809604643,0.0297341624074761,0.0346499138487433,0.0033904583999083,-0.025502513971187,Male,53,No,Yes,Employed,Urban,College,1670997600
8,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,fcbdb905-8990-4543-8b76-bcb5fe75f213,no_churn,0.19843085,0,no_churn,0.101045675094183,-0.0046336979618899,0.0272648156220384,-0.0127053323122163,-0.0118329392148007,0.086649726347241,0.0941159875901212,-0.0427084372311401,Female,31,No,No,Employed,Urban,Bachelor,1670997600
25,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,2035eaf4-a353-4de3-acf0-66d1cf36478c,no_churn,0.020725526,1,churn,0.144792628820978,0.0021418991665268,0.082019880136977,0.014510456580665,0.0638522300553449,-0.0290385851607788,0.0157854571900679,0.0119098837947603,Male,42,No,Yes,Disabled,Urban,Bachelor,1670997600
24,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Disabled,1732f6d1-c8e1-4f4f-9ea7-424b010bb111,no_churn,0.008718948,0,no_churn,-0.0664157585764451,-0.0034643728208538,-0.030294590401354,-0.0256584175074795,-0.0423284320814718,-0.102081733743737,0.016497096310918,-0.015279943426126,Male,59,No,No,Unemployed,Rural,High School or Below,1670997600
7,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,4984e386-26db-42ad-a4b6-c282886b1490,no_churn,0.2749093,0,no_churn,0.0316447765736211,-0.005960191658487,-0.0486514279095081,-0.086079511002099,-0.0462366208956518,0.0375884280661648,0.0227042178931515,-0.0147780593176867,Male,66,No,No,Employed,Rural,Bachelor,1670997600
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,27c29e58-50ea-4baa-bf81-214679797f08,no_churn,0.387835,1,churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,69,No,Yes,Disabled,Suburban,College,1670997600
18,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Disabled,d2de80f4-25a0-4aa1-84fc-c4fb70e0f35f,no_churn,0.043659482,0,no_churn,-0.0363889566973375,-0.0056456963946402,-0.0438147000169647,-0.0277457460242931,-0.0349060804208511,-0.0781095763878511,0.0294356641242848,-0.0318510591851645,Male,78,No,No,Disabled,Suburban,College,1670997600
16,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f160e79d-8246-4b98-bb57-254104652311,no_churn,0.032228887,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Male,57,Yes,Yes,Unemployed,Suburban,Master,1670997600
49,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,8ee59b73-71e5-4fff-b89d-8b46de17d169,no_churn,0.024621537,0,no_churn,-0.115051255844346,-0.0063666487250156,-0.0519586666919349,-0.0224795803448614,-0.085546785054812,0.0281147793433774,0.0040361098774064,-0.0197741044026588,Female,41,No,No,Employed,Suburban,Bachelor,1670997600
67,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Disabled,7bb0746e-8709-460c-8614-8bc16ea61a4f,no_churn,0.0069095124,0,no_churn,-0.0220077489485447,-0.0022380266672007,0.015657062347891,-0.0472358174648934,0.0098073425194252,-0.128362995412008,0.0513698078909601,-0.033515775892647,Female,24,Yes,No,Unemployed,Suburban,Bachelor,1670997600
11,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,0167b904-b0c1-4309-8121-8458742a1add,no_churn,0.009009459,0,no_churn,0.0197144521435393,-0.0161062269828835,0.0327813827300087,-0.0739986306312994,-0.119293056518691,0.0670838962096058,0.014811452696349,-0.0340194199303005,Male,25,Yes,Yes,Employed,Suburban,High School or Below,1670997600
22,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,4f355bab-e60f-4521-9b24-10b6b1ba6070,no_churn,0.11261504,0,no_churn,-0.0636838286834608,-0.0038761520030857,0.0389712878894079,-0.0253670405328648,0.0682806941540184,0.0569693520874352,0.0031649373436448,-0.0234853991782711,Male,66,No,No,Medical Leave,Rural,College,1670997600
40,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,eee5706c-4366-4897-8e7b-703e553eeb30,no_churn,0.010334661,0,no_churn,-0.0788666877321884,-0.0085406781399797,-0.0079025714565023,-0.032516539806611,0.0397417285034862,0.0543305215777218,0.0670948967625736,-0.0453668195959744,Female,75,Yes,No,Unemployed,Urban,High School or Below,1670997600
22,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,b592dd00-ef91-40b7-86fb-da3be8ec65f9,no_churn,0.058806915,0,no_churn,0.006693666203555,-0.0081430885234294,-0.0086026264932297,-0.0149826683235005,-0.0139724947850299,0.0489918342943201,-0.0158602569524646,-0.0051580744647253,Female,21,No,Yes,Employed,Suburban,Bachelor,1670997600
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,6d102772-2906-4184-b065-839d7ca8e1a6,no_churn,0.20079158,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Male,52,No,Yes,Medical Leave,Urban,Bachelor,1670997600
43,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,4c319ae8-dadc-4885-80bd-ba8cd533b764,no_churn,0.25163424,0,no_churn,-0.196419429122552,0.0396694429788203,-0.0007369859497703,-0.0513764435606481,-0.0382824183219781,0.0612913907050642,-0.0034276466379378,-0.0297440617098345,Female,58,Yes,Yes,Employed,Rural,Bachelor,1670997600
66,Yes,No,High Speed,Web_Chat_Support,Two year,100hrs+,Disabled,c3268e8d-4ce5-4618-a5ce-68776ef2ab10,no_churn,0.10890038,0,no_churn,-0.0558534701232383,-0.0021906269318787,-0.0209494140559309,-0.0001072351632137,0.0066647284383361,-0.144389229328217,0.0470585598112666,-0.029259465118157,Male,57,No,No,Unemployed,Suburban,Bachelor,1670997600
18,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Disabled,858e09f2-d07c-44b3-9528-93bfebf53d79,no_churn,0.024813645,0,no_churn,0.0118122631248661,-0.003159191651157,0.0635406697658527,0.0213931448272251,0.0361552884374032,-0.0694147389885711,0.127119368601616,-0.0724729529939031,Female,55,No,No,Unemployed,Rural,Doctor,1670997600
61,Yes,Yes,High Speed,Web_Chat_Support,Two year,100hrs+,Disabled,a39a91c8-5d6b-40fe-870a-97966cd5202c,no_churn,0.00982651,0,no_churn,-0.101254339161387,-0.0032861842199054,-0.0087384083001234,-0.0341540576591432,0.0183399441238725,-0.133296214371403,0.0297578897872335,-0.018394781775969,Male,25,No,Yes,Employed,Suburban,High School or Below,1670997600
6,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,ea16e1ba-29ca-4b99-b4dd-d71598673483,no_churn,0.15480222,0,no_churn,0.0973011212184883,-0.0018894438590723,0.0087170521158714,-0.0773559394056792,0.0139947155809022,0.0817236589249023,-0.0107189278017176,-0.0128348616186485,Male,76,Yes,No,Medical Leave,Suburban,Bachelor,1670997600
54,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,3ce3caaa-25f1-4994-9a71-09fb68dc6e6d,no_churn,0.14362577,1,churn,-0.121747635828497,-0.0034967489417977,0.0086285773660301,-0.137281180735968,0.0594036889682138,0.0179979040450234,0.0649041437565711,-0.0341015675563358,Female,22,Yes,Yes,Unemployed,Suburban,High School or Below,1670997600
6,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,6604840e-baee-4348-b38f-e782f50e872a,no_churn,0.22200292,0,no_churn,0.0674010699436348,-0.0033982205392021,-0.0055909919869918,-0.100971030033056,-0.035976536249218,0.0495608404584209,-0.0157836889960981,-0.0070308821692378,Female,20,No,No,Disabled,Urban,High School or Below,1670997600
31,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,fe870ccc-8bb2-41e7-84aa-e25279e1457d,no_churn,0.011351761,0,no_churn,0.106994464578293,-0.0106837563111912,0.0247423598149362,0.048854045697044,0.0741004718046315,0.103486662878067,-0.0447879856201234,0.0282675890271548,Female,49,No,Yes,Disabled,Suburban,College,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,1d9ce8e5-6d03-4e1e-86ef-2ba3d1f5bd87,no_churn,0.31131515,1,churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Female,42,No,Yes,Unemployed,Suburban,College,1670997600
51,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,87be189a-7bf4-4daa-b4a9-bc535ec76b0c,no_churn,0.0305036679999999,0,no_churn,-0.0943636853237876,-0.003612250476217,-0.11265006245806,-0.0130411093039219,0.0345001261567995,0.0504499910182767,-0.0375044288557728,-0.0528047318828794,Male,62,No,No,Employed,Suburban,Bachelor,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,12f0750f-7f6b-4d0b-8b67-8c283ad21c4a,no_churn,0.5134768,1,churn,0.213726928437554,-0.0155755538924131,-0.0846574146980128,-0.134447263797547,-0.0810223043626774,0.0896207830795174,0.0250453236959037,-0.0200200053045136,Female,44,Yes,Yes,Unemployed,Suburban,Master,1670997600
20,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,e193378f-19df-484b-b354-4e7d961ae59f,no_churn,0.026614107,0,no_churn,-0.0039257567313052,-0.0039250684726812,-0.0427911783615536,-0.0015900102297382,0.0557958281061292,0.075501420390874,0.0913234548412401,-0.069414839664214,Female,41,No,Yes,Employed,Suburban,Bachelor,1670997600
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,9629a58d-9e80-43be-ab42-bd4606f7345f,no_churn,0.031333555,0,no_churn,0.0490470300061133,-0.0095221586288062,-0.090816239197552,-0.0946587998606173,0.0215418693858282,0.076856912959347,0.067905129949886,-0.0430465618577454,Male,31,No,Yes,Employed,Suburban,High School or Below,1670997600
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8b68ab99-d366-471e-94ab-3b513899beba,no_churn,0.0022029055,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Male,70,No,No,Employed,Rural,College,1670997600
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,03a78a15-a48c-42c0-8f0f-ee39b55fd618,no_churn,0.034240313,0,no_churn,0.0134472033440033,-0.0175654934302656,-0.0584118975328965,-0.110903907795946,-0.0709079048699641,0.0494596922923483,-0.0072916447444731,-0.0168521977402633,Female,49,No,Yes,Unemployed,Suburban,High School or Below,1670997600
20,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,5a659fd2-2d5a-4ef5-9370-23e4d60ef9f4,no_churn,0.09461652,0,no_churn,-0.027755124433097,-0.0042735711455316,-0.0231310142852362,-0.0404224000218619,0.0207322460788236,0.0471077431337016,-0.0208767847170656,-0.0132888480673591,Female,69,No,No,Disabled,Suburban,High School or Below,1670997600
26,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,b50f3e58-5742-4025-b2de-78f8e026f170,no_churn,0.0793275,0,no_churn,-0.12990993241574,0.0880799171127091,0.0306043936340392,-0.0235896914183013,-0.0001266333660896,0.0957108709071235,0.0582243177929922,-0.0380193911997139,Female,29,Yes,No,Unemployed,Suburban,Bachelor,1670997600
66,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,ce2dbeac-2451-4b53-bcdf-8a794f080204,no_churn,0.018821336,0,no_churn,-0.072862853137999,-0.0036784027121575,-0.0562880566683452,-0.0013539069700664,0.0345958833842451,0.0592955809310842,0.0351100045414295,-0.0438444003947097,Female,56,No,No,Employed,Suburban,Master,1670997600
58,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,ff8e3c3a-cbd3-4bd7-88e5-8dff36d18d19,no_churn,0.111935526,0,no_churn,-0.0695341912153708,0.0682785441272426,0.0395433578959546,-0.115212289412193,0.0311940016446806,0.0736810760469325,0.0317740471686283,-0.0187506975425094,Female,60,No,No,Employed,Suburban,College,1670997600
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,eaa02993-a04d-48ee-8105-c23196ad8818,no_churn,0.0022029055,0,no_churn,-0.11255103404933,-0.0025702354180759,0.0248087057067198,0.0170833675941491,0.0809085284148432,0.0876440363668007,0.0714464791039233,-0.0460579037809429,Female,64,No,Yes,Disabled,Suburban,High School or Below,1670997600
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,1d2ca076-b252-42ae-8c94-1db5b054b550,no_churn,0.5130004,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Male,45,Yes,No,Employed,Suburban,Bachelor,1670997600
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,352ee9dc-b84b-415e-a5bb-5ff1a76f97f8,no_churn,0.6781069,1,churn,0.325740391278682,0.0819006472573755,0.0463895956038732,0.015392326490205,0.0444457982293533,0.184560600536911,0.0578127248153759,-0.0252682326189915,Female,44,No,No,Employed,Urban,Bachelor,1670997600
59,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,727091a7-9cda-452d-8ca8-1da1425b35fa,no_churn,0.033931937,0,no_churn,-0.118614714638679,-0.010381128084191,-0.0230087264076428,-0.037654984709934,-0.0274839989815518,0.0024678590230723,-0.0213103484382918,-0.0230401091751264,Male,36,No,Yes,Unemployed,Suburban,College,1670997600
19,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,e5b0e0d5-97b9-4b1a-8c14-1a6eb673a1a3,no_churn,0.010955252,0,no_churn,-0.0087486960756814,-0.0056714084019768,-0.024981761339477,-0.0600226967415028,-0.037795683848235,-0.116893211624983,0.0167970347797563,-0.0217097271392685,Female,77,Yes,Yes,Employed,Suburban,High School or Below,1670997600
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,eaba2d2a-8552-4a05-9abe-14796b99f6ec,no_churn,0.32655725,0,no_churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Male,22,Yes,Yes,Medical Leave,Suburban,High School or Below,1670997600
64,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,e1ae6d4b-841d-4e0a-b121-3e344f3078bf,no_churn,0.009049045,0,no_churn,-0.131150153204289,-0.0174235713598682,-0.03397222851695,-0.0312365158437387,-0.0674589968318105,0.0235182293211164,0.0150025854869818,-0.0163055010040898,Female,62,Yes,No,Medical Leave,Suburban,Master,1670997600
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,596b770f-98b6-4156-8207-f895a4a31e34,no_churn,0.021674015,0,no_churn,-0.0692562294741401,-0.011480380703424,-0.05833766587853,-0.0941617269148082,0.051911844795577,0.0452424815686663,0.0424055754971777,-0.0414106551596978,Male,32,No,Yes,Employed,Rural,High School or Below,1670997600
18,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,e8eb2d50-0289-4dd1-b279-1e2918be12ee,no_churn,0.65786886,1,churn,-0.0616137708372662,-0.0058379469625742,0.0541274479229923,-0.0604802482457034,-0.0676018110313179,0.0137614398196092,0.0186839866487207,0.0499347532660795,Male,74,No,Yes,Employed,Suburban,High School or Below,1670997600
52,Yes,Yes,High Speed,Expired,One year,<50hrs,Active,ed415922-a6a2-4c72-b08f-8c12589b6ff8,no_churn,0.31257233,0,no_churn,-0.176493430746814,-0.0045385055015321,0.0153148278198841,-0.0201794486150629,-0.0124638305269763,-0.0928726090802229,-0.0204108922103114,0.0426177378489683,Male,25,No,No,Disabled,Urban,High School or Below,1670997600
20,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,bf032181-f3c0-4ada-89cd-18c83e8e5bee,no_churn,0.53517616,0,no_churn,0.0512069013245945,-0.0092280172377286,0.0078943550904114,0.0186232631660095,-0.0308742126765173,0.0841459307529658,0.0911594973709725,0.0680461401914544,Female,30,Yes,Yes,Employed,Urban,High School or Below,1670997600
1,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,0847e0fe-c1a4-4c09-85e6-270b52686a02,no_churn,0.9168004,1,churn,0.234669228072835,-0.0067890286170404,0.0809157485562627,-0.0078704628414925,-0.0482530406024125,0.12360216545635,0.0483208260126957,0.0609974602280635,Male,58,No,No,Medical Leave,Rural,High School or Below,1670997600
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,241b1713-023e-4062-b14b-8c0dc96a3d54,no_churn,0.6912943,1,churn,0.133617584123786,-0.0014600275354496,0.0868475249327093,0.0310565019018031,0.174129038375995,0.136295315592706,0.0471998099571646,0.0422881146843974,Male,39,Yes,No,Employed,Suburban,College,1670997600
7,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Active,4e30a405-f7fc-439a-ba8f-bc1de0ee35b3,no_churn,0.6675225,1,churn,0.0676242654019552,-0.0047376858553616,-0.0238419955278186,-0.002945405566661,-0.102397934858036,0.0620597049250045,0.0036004110275462,0.0516124891261188,Female,33,No,No,Unemployed,Suburban,College,1670997600
43,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,e43594f4-e679-4b89-be85-a09104456509,no_churn,0.4685558,0,no_churn,-0.127582118138489,-0.006547352614998,0.0349689803905585,-0.0784552203217208,-0.0207956701888724,0.0562457853650539,-0.0111849428865389,0.0503243865654985,Male,39,No,No,Employed,Suburban,Bachelor,1670997600
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,0a856724-858d-45bc-b90d-ee8440bc395e,no_churn,0.8271125,1,churn,0.218511969193905,-0.0071118077004757,-0.0150823579761663,-0.0145665379546835,0.0934249369895496,0.135640696840082,0.0612422609037093,0.105581356310304,Male,76,No,Yes,Employed,Suburban,College,1670997600
60,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,665f28a1-6f8d-4f98-9683-33de5d42dbdb,no_churn,0.11658179,0,no_churn,-0.185528017634497,-0.012753329660245,0.0212888724466483,-0.0635442581490497,-0.0081111400076042,0.044877272070471,0.0047228737431578,0.0300215771514376,Male,68,Yes,No,Employed,Suburban,College,1670997600
32,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,e6f17c9a-3dfc-4e2e-8bd7-e9c3a6e0b434,no_churn,0.5325823,0,no_churn,-0.0956969418488552,-0.0121947804679803,0.0236907097211042,-0.0824800591769599,-0.136245308226635,0.0611624885530636,0.0285846668814701,0.0516530721652088,Male,58,Yes,Yes,Employed,Suburban,College,1670997600
64,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,3cba5af0-6996-469d-98eb-94dbb57354e1,no_churn,0.113658495,0,no_churn,-0.137498166354344,-0.014502572164456,-0.0404580774783426,-0.0216042821437076,-0.0999275808118727,0.0193375611957162,0.0147316017377852,0.0208953646480586,Female,41,Yes,Yes,Unemployed,Suburban,College,1670997600
56,Yes,Yes,Low Speed,Web_Chat_Support,One year,100hrs+,Active,211ca2f1-9204-4be3-85af-e57ea32346fd,no_churn,0.2995065,0,no_churn,-0.114370275712463,-0.0022070278174578,0.0136600355947666,-0.0666666426515621,0.0151812978455382,-0.116907439374609,-0.0210896699736622,0.0333735690485991,Female,70,Yes,No,Unemployed,Suburban,High School or Below,1670997600
49,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,c40743d3-33a8-4a4e-bed2-90d09309be44,no_churn,0.2858501,1,churn,-0.0704448764585686,-0.0050693071738714,0.0269757991419737,-0.0349870056102463,-0.0965766572427583,-0.114093703103299,0.0085346286101139,0.0291349686974808,Male,50,No,No,Employed,Suburban,Master,1670997600
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,326059ca-cec5-4e52-9fb1-3840ce240b05,no_churn,0.21778587,0,no_churn,-0.0573337889095091,-0.0054886008108405,-0.0913433104372779,-0.0519547253624477,0.0709045823863925,0.0628478553181594,0.0286155652071283,0.0547262719962964,Female,44,No,Yes,Employed,Suburban,High School or Below,1670997600
51,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,5b6c4075-9d55-419f-92a1-da85bc115be0,no_churn,0.25374603,0,no_churn,-0.143392172172862,-0.0064920439202796,0.0453016313346688,-0.0361442288774378,-0.0857869761368783,0.0427334413908738,0.0068854489202021,0.0178687486246235,Male,40,No,No,Employed,Rural,Bachelor,1670997600
67,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,8d8f107a-e883-4471-bac5-38680868d363,no_churn,0.403275,1,churn,-0.129707266079349,-0.0029084699244958,0.0198059250964252,-0.0815933321964439,-0.0610959700776038,-0.0752686576565793,0.0265697304592868,0.0451718854784667,Female,32,No,Yes,Employed,Suburban,College,1670997600
18,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,38c23c4c-2906-4742-9977-683eead1ee0b,no_churn,0.7935339,1,churn,-0.0363837716686612,-0.0130012972490567,0.0241692859905379,-0.0416142151405665,-0.126041316830961,0.0312016008951832,0.0016439880629241,0.0443329059859024,Male,77,Yes,No,Unemployed,Suburban,Bachelor,1670997600
40,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f0b3d0f7-1b59-439e-918b-63062315087d,no_churn,0.49220082,0,no_churn,-0.154979670378079,-0.0060050294130269,0.0029970664577558,-0.127608028645682,0.043900167317397,0.0434347300535591,-0.0533567597393175,0.0825913717381263,Male,28,Yes,No,Employed,Suburban,High School or Below,1670997600
39,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,91cfc9c4-cab3-4483-a242-e1410e4129ca,no_churn,0.34910035,0,no_churn,-0.027733261249723,-0.004603285325993,0.019637451148983,-0.0291768894566621,-0.0768634694368756,0.0870412813332495,0.0013001445643476,0.0341575934228239,Male,74,No,Yes,Employed,Rural,Bachelor,1670997600
9,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,86e81c01-f1f2-41ed-b94d-c349c9a2eb3d,no_churn,0.76274616,1,churn,0.0087409408030634,-0.0088868659709987,0.0261356413366047,-0.0239075592379413,-0.0593484391817492,0.0474871598687877,-0.0317332686095323,-0.0575137644731512,Female,51,Yes,No,Unemployed,Urban,College,1670997600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,40c63909-7a92-4253-964f-d1b68ad69f37,no_churn,0.9086298,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Male,59,No,No,Medical Leave,Suburban,High School or Below,1670997600
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,526fc906-012e-4d51-ae32-e40b1f975e12,no_churn,0.6971973,0,no_churn,-0.0564329148980505,-0.0037445800408931,0.0421931108329499,0.0337970760005646,0.0338137512820594,0.0487680552761867,0.0733570973429414,0.0578662033966611,Male,66,No,Yes,Employed,Suburban,College,1670997600
62,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,f6eaf31a-f4cd-4db3-a17a-3c730636ec08,no_churn,0.45380515,0,no_churn,-0.227289058302649,-0.0092960644723279,-0.0102805955460644,0.0518171025681385,0.0216178960380693,-0.0048231085763745,-0.0111694403627961,0.0203971166838346,Male,72,Yes,Yes,Unemployed,Suburban,College,1670997600
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9b188e08-ccd8-46a7-8d42-e290937d028c,no_churn,0.25520337,0,no_churn,-0.14665454859939,-0.0017438989974243,0.0123758302316264,-0.0557572651979307,0.0472411566601476,0.0311246202453958,-0.0138432807113986,0.0444455213959372,Female,71,Yes,Yes,Employed,Urban,High School or Below,1670997600
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,12d608cb-2873-4951-87eb-6add15026761,no_churn,0.5940826,0,no_churn,0.019748981803159,-0.0044519738729832,0.157673595964598,0.012570152581502,0.0946246374941074,0.0738106933727704,0.0590135732647286,0.0640556303107587,Male,31,No,Yes,Employed,Rural,High School or Below,1670997600
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3502e3be-ac97-4c7d-87fd-a635e5d086bd,churn,0.305267,1,churn,-0.27668371200497,-0.0038979956233197,0.0259639245665403,-0.0459265654923729,0.017261062279731,0.0329658542750257,-0.0202017859412444,0.0014930633725089,Male,42,No,Yes,Employed,Suburban,Master,1670997600
17,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,8e67ca10-e5fe-47fc-981d-bd63403c9fe9,no_churn,0.78686523,1,churn,0.121484800591352,-0.0007794016941988,0.0513579420604764,0.168044643644043,0.0497564098441853,0.0809643679514101,0.0608127452318876,0.0026656764716972,Male,58,No,No,Unemployed,Suburban,Master,1670997600
65,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,cf1c50bb-e466-4c19-9f2d-f935244f01db,no_churn,0.22617523,0,no_churn,-0.216428671338126,-0.0072987708067012,-0.0046225959305047,0.0251996455797143,0.0176359315110767,0.0374170953512748,-0.0574800348094731,0.026551248136111,Male,43,No,No,Disabled,Urban,High School or Below,1670997600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f06c7d02-1b2f-4367-a533-36d73137d23f,churn,0.52205586,1,churn,0.0898703326505892,-0.0056386873248266,0.0120893172442993,-0.014434947900936,0.01079633334366,0.0714135072355566,-0.00305810382255,0.0509361024266581,Male,75,No,No,Disabled,Suburban,College,1670997600
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e31c398d-497a-478c-9fbc-4f77d91398b9,no_churn,0.50947326,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,72,Yes,No,Disabled,Suburban,Bachelor,1670997600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0758b54d-ff38-48b3-a811-a0df825154a2,no_churn,0.8430544,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Male,52,No,No,Employed,Suburban,Doctor,1670997600
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b3df121b-047c-47fc-9a66-52e5b02fa205,no_churn,0.5866216,1,churn,-0.0701670906476192,-0.0019072406348641,-0.0105081143197185,-0.0217050801006553,-0.0119013186434767,0.0943756709592344,0.0240496528738458,0.061284986672581,Female,30,No,Yes,Employed,Suburban,Master,1670997600
7,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,73dd451d-65e5-435d-a269-e3a31ea8b0d9,no_churn,0.86546093,1,churn,-0.0101854973822264,-0.0040012243374712,0.0325256074458593,-0.0114352061252247,-0.114689336594665,0.0317113000193421,-0.0364050824198056,-0.0665467146410083,Male,59,No,Yes,Medical Leave,Suburban,College,1670997600
58,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,a5fc9e5a-7574-4273-af0c-8300a6872d71,no_churn,0.17266956,1,churn,-0.182899954111272,-0.0110204935494766,-0.0103335427171077,-0.0234455486172828,-0.0028866765238217,0.0117182367706936,0.0057555340907083,0.0440862924264911,Female,57,No,Yes,Employed,Suburban,College,1670997600
43,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,05a44fd6-02a2-4b48-8f44-516a2e368121,no_churn,0.6224865,1,churn,-0.0536729201299021,-0.0013149484232053,-0.0035049757264459,0.0959084059874567,-0.103852507314923,0.0572047493944865,0.0091687624047017,0.041037282973466,Male,59,Yes,No,Unemployed,Suburban,College,1670997600
4,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,037f97ca-49e7-4f63-a7fd-6d4c01375ed1,no_churn,0.5974196,1,churn,0.134301574470137,-0.0002300462528364,-0.0462388014538191,0.0795194534229813,-0.0411552546093207,0.0731617438941975,-0.0038759735358326,0.0028789512456751,Male,78,No,Yes,Unemployed,Suburban,Bachelor,1670997600
7,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,fab78f29-d848-401a-91d4-c9314a2bbead,no_churn,0.7206238,0,no_churn,0.0673622743560145,-0.0021976921276291,-0.006605356937739,0.176141319489871,0.0516373237503194,0.0960511538312312,-0.0639095824080504,0.021826706947113,Male,32,Yes,Yes,Disabled,Suburban,Master,1670997600
25,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,24c95607-6fe5-428b-b3d2-7c7bd1300d22,no_churn,0.5110216,0,no_churn,-0.117759892887698,-0.0078530255003352,-0.0967319457402118,0.0967543519534592,-0.0228946386033931,0.0484551231662771,-0.0024541534487525,-0.003994348072174,Male,41,No,No,Employed,Suburban,College,1670997600
16,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,6abd282c-dc7c-431b-b275-5c038eb94062,no_churn,0.6319622,0,no_churn,0.0692689620777855,-0.0004625408842548,0.0133996481069516,0.178551366603606,0.10970187361334,0.12686201692034,-0.0034476829669438,-0.0230058524760852,Male,30,No,No,Employed,Suburban,Bachelor,1670997600
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,e539edd3-e346-4dbe-8741-f1d8720147c6,no_churn,0.3245129,0,no_churn,0.0184763028547376,-0.0013279004053947,0.0409501418336822,0.12050497605579,0.0689549586597968,0.100620308785487,0.025309894276379,-0.0171574386411248,Male,58,Yes,No,Employed,Rural,High School or Below,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,be6c2bdc-5b15-4f31-910e-057e834aa07c,no_churn,0.5332101,0,no_churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,78,No,No,Unemployed,Rural,Master,1670997600
5,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,06a4aadc-f677-4082-a278-7e3e799d94b9,no_churn,0.44171476,1,churn,0.149374687888085,-0.0011549346186802,-0.0087405641518398,0.113467614313622,0.0521795041922268,0.0809702133320934,-0.0306867487760973,0.0175640822805144,Male,54,Yes,No,Unemployed,Suburban,Master,1670997600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e429a4cc-5c87-43ec-b476-9865700e16c7,churn,0.8244981,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,68,No,Yes,Unemployed,Suburban,Bachelor,1670997600
57,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,dfda08f0-1c95-4f78-972b-406c3c3c5a38,no_churn,0.1338354,0,no_churn,-0.142389779964487,-0.003983949109097,-0.0131651847504872,0.0391554521099715,0.0079638502927628,-0.0870711122211196,0.0105095290768258,-0.0300449585923797,Male,38,No,No,Retired,Rural,High School or Below,1670997600
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,c1ec48ab-5bff-4928-bf3c-7ba1dd8b0001,no_churn,0.48922464,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Male,75,Yes,No,Employed,Suburban,College,1670997600
1,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ba91175c-4101-476f-8d5c-8d9685d649d2,no_churn,0.831256,1,churn,0.183083340596113,-0.0071652810076739,0.081302138711635,0.102442218890919,-0.0133192851847525,0.124761555327268,-0.0074526962310301,-0.0038994541549982,Male,20,No,No,Employed,Rural,Master,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d71839e1-037a-436c-b27a-05b4b51021a6,no_churn,0.89508474,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Male,47,No,Yes,Employed,Suburban,Bachelor,1670997600
2,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,43d23607-a267-4c36-abf2-4118c76b2e2f,no_churn,0.83006626,0,no_churn,0.219860602245235,-0.0047911523371294,0.0562571893805125,0.0725581036433141,0.0236330932646888,0.122784059716932,-0.0103323411873498,0.010564247672155,Female,22,Yes,No,Employed,Rural,Bachelor,1670997600
30,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,d9c77f01-a7ac-4a65-8fd0-975daafa127e,no_churn,0.37789002,1,churn,-0.0759369669374336,-0.0062814108512384,-0.0523857104455373,0.0004721516267727,-0.0011022588864898,0.0714829175964041,-0.0065470705194866,-0.0034139469954607,Female,22,No,No,Unemployed,Suburban,High School or Below,1670997600
68,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,e1da34b2-65bc-4437-a9fd-4d4cbfa75a4d,no_churn,0.088851094,0,no_churn,-0.169122187146004,-0.003752127109401,-0.0395053764531439,0.0326357705700684,0.0122576987923821,-0.0770161895597175,0.0264420517697726,-0.0309657935183986,Male,76,Yes,Yes,Employed,Rural,High School or Below,1670997600
7,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1c88ac77-9403-4e31-881b-e4de2059d909,no_churn,0.6645246,0,no_churn,0.0673622743560145,-0.0021976921276291,-0.006605356937739,0.176141319489871,0.0516373237503194,0.0960511538312312,-0.0639095824080504,0.021826706947113,Male,75,No,Yes,Employed,Suburban,Bachelor,1670997600
20,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,7865f7e4-2e14-4821-ae87-1b15e0816f95,no_churn,0.2854454,0,no_churn,-0.0578680759361304,-0.0040417019490996,-0.101977321092254,0.0822346827215915,-0.0078293332290741,0.0445071859765812,0.045652012052451,-0.032218748758969,Female,44,No,No,Employed,Suburban,Bachelor,1670997600
6,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c97ae317-0e82-4031-be06-8c4546b82839,no_churn,0.6663383,1,churn,0.0788084375148719,-0.000956313520237,0.0117653031557256,0.143469274857544,0.0332499047867895,0.0945979504358865,-0.0438108813107828,0.0263501730410462,Female,52,No,Yes,Employed,Suburban,Bachelor,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,3fc264b3-6004-4a9b-a02e-057cff3f5064,no_churn,0.874638,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,33,Yes,No,Unemployed,Suburban,High School or Below,1670997600
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,cf09070f-d88a-4740-ad94-66b2918740ea,no_churn,0.722312,1,churn,0.12044548180555,-0.0049837733559252,0.0228944723228187,0.151618105687244,0.0474835371131985,0.142479512844943,0.0691245031562675,-0.0396759480578566,Female,54,No,No,Employed,Suburban,High School or Below,1670997600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,41e63544-7540-49ec-88cb-066e7ae60a23,no_churn,0.63442135,1,churn,0.0902930399307752,-0.0044011235665675,0.0641322893133974,0.126913014711454,0.0529557834364732,0.120056479388863,0.0461945772791159,-0.0444261436870874,Male,79,No,No,Employed,Suburban,Master,1670997600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,76b2c52d-0985-4dbe-85f9-b33f3b2d0ef2,no_churn,0.51004,0,no_churn,0.152993292081865,-0.0041666231840827,-0.012664892985822,0.0326860146563285,0.0525144568560426,0.121206932108307,0.0769962074127397,-0.0355802021276031,Male,41,Yes,Yes,Employed,Rural,College,1670997600
7,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,28468c57-4f61-4080-a298-f458f5820481,churn,0.5311073,1,churn,0.0673622743560145,-0.0021976921276291,-0.006605356937739,0.176141319489871,0.0516373237503194,0.0960511538312312,-0.0639095824080504,0.021826706947113,Male,26,Yes,Yes,Employed,Rural,High School or Below,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4c43ccad-1c0d-4816-846c-b2828568d727,no_churn,0.6234716,0,no_churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,55,No,No,Employed,Suburban,High School or Below,1670997600
30,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,898b91d8-5f01-4622-9715-4fd82653494c,no_churn,0.46250594,0,no_churn,-0.10967088194363,-0.0067817473772447,0.0344082417887329,0.120137682815584,-0.0206777855166637,0.0764885153485101,0.0483456138100382,-0.057942455489665,Female,34,No,Yes,Employed,Urban,College,1670997600
53,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,134ccd70-0be4-496d-a726-7cc9ac41a317,no_churn,0.33283135,1,churn,-0.218457366675093,-0.0052995338301661,0.0062104072294823,0.0664129535701067,-0.0892918372222175,0.0171200709565255,0.0275158118643275,-0.0232366569030818,Female,40,No,No,Employed,Rural,High School or Below,1670997600
7,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,dc1afc86-740c-42a3-affd-71fd75ab09db,churn,0.64695823,1,churn,0.137488617870758,-0.0015812739704415,-0.0228230331363192,0.178223619467153,0.0331089922324099,0.0813869489886201,-0.0344776085443118,0.0368846669760932,Female,52,No,No,Unemployed,Suburban,High School or Below,1670997600
6,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c18c8bc6-67e3-4121-93c5-01eb9868f8c0,no_churn,0.6272434,1,churn,0.137553779628515,-0.0012502339442289,-0.0183254023468725,0.131528715093755,0.0417204283580395,0.0861094097003115,-0.0392654699731429,0.0333073896286805,Female,64,No,No,Unemployed,Suburban,High School or Below,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,b91e56c7-fa6d-405c-8c07-7f2ff89d5027,no_churn,0.9139671,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,48,Yes,No,Unemployed,Suburban,High School or Below,1670997600
20,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,aaf5cab2-de9f-4bcd-b855-a907d3bf863e,no_churn,0.3233942,1,churn,-0.0578680759361304,-0.0040417019490996,-0.101977321092254,0.0822346827215915,-0.0078293332290741,0.0445071859765812,0.045652012052451,-0.032218748758969,Male,62,Yes,No,Unemployed,Rural,Bachelor,1670997600
25,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,80eb77aa-1069-4224-90ea-8dd591df171a,no_churn,0.6621719,1,churn,0.0399626268888732,-0.0045471101855946,0.103256874014769,0.162436375482257,0.021723161299069,0.0932529961712498,0.0085695017701618,-0.0246805745289384,Male,55,No,No,Employed,Suburban,College,1670997600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,f377cd46-0927-4231-bbd5-a6eaa22621c0,churn,0.7874616,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Female,62,No,No,Employed,Urban,High School or Below,1670997600
57,Yes,Yes,Fiber optic,Expired,One year,0hrs,Disabled,ef52bfb2-dc3d-4cad-8bbc-02100bb5f39d,no_churn,0.16997512,0,no_churn,-0.131195403404436,-0.0039567351692858,0.0008267353440533,0.0483525417913006,0.0152880892569737,-0.134990215206126,-0.0325173379034276,-0.0308338285194804,Female,20,No,No,Employed,Suburban,Bachelor,1670997600
4,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,47bfd1e6-5335-4924-bac0-39dc52186b32,no_churn,0.73121756,1,churn,0.134301574470137,-0.0002300462528364,-0.0462388014538191,0.0795194534229813,-0.0411552546093207,0.0731617438941975,-0.0038759735358326,0.0028789512456751,Male,55,No,Yes,Employed,Suburban,Master,1670997600
50,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,76e81675-e33f-4838-ba21-e9f7b914ff06,no_churn,0.032389447,0,no_churn,-0.180083181095088,-0.0053897715513812,-0.0450012886192416,0.069486029550153,-0.0504147562955404,0.0025642381696525,-0.0213564843799213,-0.0128309357408761,Female,65,Yes,No,Unemployed,Suburban,Doctor,1670997600
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4d13176e-2fed-49a0-930f-cac009c9bad2,churn,0.89218765,1,churn,0.22070915371487,-0.0060852235685342,0.0359682402411453,0.0755240932560264,-0.0424236560242388,0.123789498113583,0.0270629278583055,-0.015649788798828,Female,74,No,Yes,Disabled,Suburban,Bachelor,1670997600
5,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,12acf065-3c01-4946-82ea-3bcb923f15f4,no_churn,0.68472755,1,churn,0.083139115341246,-0.0010856077329935,0.0138599115703073,0.0937462230573692,0.0311617106995072,0.0862987274811985,-0.0506441628709944,0.0266531056497569,Male,70,No,Yes,Unemployed,Urban,Bachelor,1670997600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,8ecaf114-926a-4e4b-8ad2-33bbccdf0a5f,no_churn,0.8660008,1,churn,0.289490548228355,-0.0054611298928693,0.0413792627802195,0.109398550683354,0.0759879527511748,0.147179217331181,0.0360293951319908,-0.0284668220499588,Male,77,No,Yes,Employed,Suburban,High School or Below,1670997600
57,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dfc02aaf-ffd7-4704-a782-1e144d3a3291,no_churn,0.16997512,0,no_churn,-0.197238551918895,-0.0043286335148695,-0.0924788683606493,0.0105683901500742,0.0343530666012247,0.0430687615107444,-0.0270094908878581,-0.025960821395156,Male,56,No,Yes,Unemployed,Suburban,Bachelor,1670997600
65,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,6a3f4a09-e653-4412-b463-24fac948f11e,no_churn,0.305267,1,churn,-0.152701944604769,-0.0014735497996844,0.0462439032545989,-0.0722260956506215,0.0029204383398246,-0.0388629565596693,-0.0261979181811148,-0.0067280307458167,Female,74,No,No,Employed,Rural,Bachelor,1670997600
67,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,2c4aa4d8-df3c-4b1d-b721-db94d9defc26,no_churn,0.0069095124,0,no_churn,-0.0663856600977396,-0.0097825119259505,0.0161877122038458,-0.0389937619522424,-0.0030225043055997,0.0432486361413703,0.0606415919779829,-0.0459196528173561,Male,27,No,No,Disabled,Suburban,College,1670997600
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab2158f6-69e5-4b74-bdbf-fce3f65a6307,no_churn,0.6621719,1,churn,0.0974287172491813,-0.0058182851793208,0.0775766118834417,0.151972513853179,0.0847026231260133,0.139340172888255,-0.0238934853597493,-0.0385979995098841,Male,69,No,Yes,Disabled,Suburban,High School or Below,1670997600
40,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,47f18813-312f-418b-b5cc-136e4d19df89,no_churn,0.11667327,0,no_churn,-0.064314290225393,-0.0197251263422731,-0.0392112319234729,-0.0262722633129305,0.0200724306724623,0.0466680851742876,0.0016676582800118,-0.0079114134885185,Female,72,Yes,No,Retired,Suburban,College,1670997600
72,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,0ab738fb-a1e9-4ef4-9243-01b5a2bac1c0,no_churn,0.002471827,0,no_churn,-0.125672185396099,-0.0153399553911549,-0.0256455282462502,-0.0453810744470274,-0.0550132976302506,0.03554896780862,0.0132226252610553,-0.0207457041291581,Female,41,Yes,Yes,Unemployed,Suburban,High School or Below,1670997600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,75c7db2e-cb97-4ffc-8495-2e7b8ff08513,no_churn,0.9139671,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,79,No,Yes,Medical Leave,Suburban,High School or Below,1670997600
72,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,471b3096-60be-4e80-a3b4-cdc32b0e496c,no_churn,0.0022029055,0,no_churn,-0.134818848356734,-0.0171489356840459,0.0008296970492426,-0.0334404473286383,-0.0315077949427575,0.0394696595659434,-0.0148053040062711,-0.0359375114640056,Male,23,No,No,Employed,Urban,High School or Below,1670997600
64,Yes,No,High Speed,Expired,One year,<80hrs,Active,028f45b3-f466-41b8-b1a8-2a7e6fb57efe,no_churn,0.113658495,0,no_churn,-0.119381183952833,-0.0058293051614236,-0.0609890703009296,-0.0239525459063679,-0.0433531247754126,-0.0502432029338433,0.0168448546116269,0.027877425394472,Female,34,No,Yes,Medical Leave,Suburban,College,1670997600
15,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,776a0fce-cd89-4799-80e2-ed069fab0ee0,no_churn,0.6912943,1,churn,0.0476681955725598,-0.0081363603250611,0.0288002594543741,-0.0754373704379941,-0.044872475598313,0.0546779519672327,0.0183501614059423,0.0099234899396651,Male,64,No,Yes,Unemployed,Suburban,High School or Below,1670997600
25,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,9d0065ed-375f-43d1-9dd9-16ad01bac3f8,no_churn,0.020725526,1,churn,-0.0658702831721711,-0.0120957465009814,0.025325124596693,-0.117149328210589,-0.0792740029005926,0.0160910616485489,-0.0178892885942241,-0.0181636882522434,Female,25,Yes,Yes,Unemployed,Suburban,High School or Below,1670997600
42,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,ed81c785-22bb-4437-980d-95485e42f6de,no_churn,0.13123725,0,no_churn,-0.0580055208001067,-0.0064315421259743,-0.0387647550101519,-0.0898535355990952,-0.0741246967120514,0.0429129025829206,0.0181560900141721,-0.0279150942893829,Male,57,Yes,No,Employed,Rural,Doctor,1670997600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,deec9bcc-c72d-4a45-b9f0-6b363eb670b2,no_churn,0.6225006,0,no_churn,0.180618949931395,-0.0102381031183722,-0.059604199139103,-0.0478638351014797,-0.0890098603826845,0.098403064462509,-0.0261110866925628,-0.0009881399308505,Male,77,No,No,Employed,Urban,High School or Below,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,cf6d79b4-363a-435b-ba3d-2baf8189a445,no_churn,0.7874616,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,53,No,Yes,Unemployed,Urban,High School or Below,1670997600
19,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,433364d4-5091-4060-8a50-44eb1777a293,churn,0.010303193,0,no_churn,-0.0087486960756814,-0.0056714084019768,-0.024981761339477,-0.0600226967415028,-0.037795683848235,-0.116893211624983,0.0167970347797563,-0.0217097271392685,Female,24,No,No,Disabled,Suburban,Bachelor,1670997600
58,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,d5e1e337-5980-4528-9e3b-c26b48bd039d,no_churn,0.02515031,0,no_churn,-0.042261467888602,-0.0156860060841063,0.0441912363547817,0.0276259679637223,0.007346408071935,0.078322907444799,0.0863502495366901,-0.0599154451443064,Male,21,Yes,Yes,Employed,Suburban,College,1670997600
4,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,6d8dca65-855a-49ad-9601-fe0796d7d02b,no_churn,0.5974196,1,churn,0.132424938595968,-0.0013989071459036,-0.0697421304300951,0.14362742131214,0.0006410854941532,0.0923178650899535,-0.0044173222673634,0.0028789512456751,Female,47,No,Yes,Employed,Suburban,Bachelor,1670997600
64,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,7c9848ea-a972-4fcb-b642-ce5a89ecea67,no_churn,0.009049045,0,no_churn,-0.12162304665756,-0.0161817139452614,-0.0286170740914531,-0.0388120636262283,-0.0639227741252579,0.0305254580311884,0.0142716718515657,-0.0146666096417902,Female,66,No,Yes,Employed,Rural,College,1670997600
3,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,885685ac-ea53-49c2-8a28-6bbf0ce33e3c,no_churn,0.9086298,1,churn,0.142494634959721,-0.0070749904646709,0.033580932070854,0.0748179206475833,-0.0967686036075701,0.0864322512300896,0.0204033197722219,-0.0229116179087031,Female,31,No,No,Employed,Suburban,College,1670997600
58,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,4603b5fb-47a0-4b6b-aa42-5a8e7f9764d0,no_churn,0.111935526,0,no_churn,-0.0695341912153708,0.0682785441272426,0.0395433578959546,-0.115212289412193,0.0311940016446806,0.0736810760469325,0.0317740471686283,-0.0187506975425094,Female,77,Yes,Yes,Employed,Suburban,High School or Below,1670997600
6,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,bfe78694-4bb4-455a-bf6f-8f7fe3742421,no_churn,0.6663383,1,churn,0.0929792698306982,0.0001772522161445,-0.0092158043865765,0.182119859301874,0.0367093758973078,0.103282055107004,-0.0390479728784544,0.016469813513554,Female,74,Yes,No,Employed,Urban,Bachelor,1670997600
8,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,f8ac0b91-bc42-41d5-84d0-7b5e034f8bae,no_churn,0.19843085,0,no_churn,0.0435047853132709,-0.0101770718832085,-0.0181185288932829,-0.0780941079500735,-0.0610357795614072,0.052652269672817,0.0039856623360719,-0.0290531805008686,Male,68,No,Yes,Employed,Suburban,High School or Below,1670997600
7,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d55c6a3b-961c-43a5-8b19-909ec36705ff,no_churn,0.7206238,0,no_churn,0.0673622743560145,-0.0021976921276291,-0.006605356937739,0.176141319489871,0.0516373237503194,0.0960511538312312,-0.0639095824080504,0.021826706947113,Male,37,No,Yes,Unemployed,Urban,High School or Below,1670997600
47,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,99c99474-f895-4356-995d-455081b004d0,no_churn,0.39722753,1,churn,-0.0321198241402726,-0.0039587401643075,0.052263387697285,-0.0606388172774268,-0.0916004578488355,0.0798617803154138,0.0193845062155651,0.0477820132961096,Female,22,No,Yes,Unemployed,Suburban,Doctor,1670997600
31,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,4de78a3d-f108-4b8d-a127-04ddb3f80c67,no_churn,0.18270114,1,churn,-0.0533657517600659,-0.0050215283739089,0.0071338738998019,-0.0903459022849529,-0.0985502110999095,0.0641587062564485,0.0486349589682595,0.0483297010309434,Male,44,No,Yes,Unemployed,Suburban,High School or Below,1670997600
26,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,d55a2c43-6618-4cc4-8a6f-a39492fcacfe,no_churn,0.022820897,0,no_churn,-0.118228334214828,-0.0123728418893369,-0.0667153042842983,-0.0517493612323505,-0.0261229607437235,0.0156265722307125,0.0105626271685923,-0.0200265491933714,Female,33,No,Yes,Employed,Suburban,College,1670997600
2,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,e5673bc1-6f86-48ff-b868-bf1ee03a95d2,no_churn,0.20441607,0,no_churn,0.0992624541228542,-0.014437049131593,-0.0771136252661381,-0.175074546992219,-0.0767243609741672,0.0324626738551523,0.0198693850810013,-0.0202894034477867,Male,24,No,Yes,Employed,Rural,College,1670997600
0,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Disabled,1002f495-8f12-447d-84d7-b6e57af7a146,no_churn,0.019368561,0,no_churn,0.0759958132631527,-0.0036637593338855,-0.02638233315467,-0.0653304833547554,0.0271208202437628,-0.205748261079953,0.0561658087317118,-0.0346837577605765,Male,54,No,Yes,Unemployed,Suburban,High School or Below,1670997600
58,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,60372d96-fd7f-4da0-a4b7-02602beac33a,churn,0.02515031,0,no_churn,-0.042261467888602,-0.0156860060841063,0.0441912363547817,0.0276259679637223,0.007346408071935,0.078322907444799,0.0863502495366901,-0.0599154451443064,Female,64,No,Yes,Medical Leave,Rural,College,1670997600
43,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,8cdb9c23-e7f3-4000-a008-ee722b520a8f,no_churn,0.6224865,1,churn,-0.0511336255666765,-0.0038373050412701,0.064366122166557,0.104389011844578,-0.0276935008494638,0.0358732332597992,0.0225566134001564,0.0464533008798571,Male,46,No,Yes,Employed,Urban,College,1670997600
30,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,abfcb3ef-feb2-497c-988a-456cc9c96031,no_churn,0.10875647,0,no_churn,-0.106825751484025,-0.0081463266805076,0.0155191756445765,-0.0775937402379531,-0.133452344161597,0.0474091529859106,-0.0257489032357807,0.0398125839927888,Female,59,Yes,Yes,Employed,Suburban,Bachelor,1670997600
64,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,eb0ac708-a796-42d7-b9d4-0d8a1eee0283,no_churn,0.113658495,0,no_churn,-0.137498166354344,-0.014502572164456,-0.0404580774783426,-0.0216042821437076,-0.0999275808118727,0.0193375611957162,0.0147316017377852,0.0208953646480586,Female,29,No,No,Unemployed,Suburban,College,1670997600
58,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,79e157b0-95f0-499e-a170-8e953bd85893,no_churn,0.17266956,1,churn,-0.225330336692341,-0.0087902298563312,0.0130459793809404,-0.0158626181438739,-0.0475373102947287,0.0166349897967211,-0.0216185812899584,0.0304319530026441,Male,24,No,Yes,Unemployed,Urban,Bachelor,1670997600
31,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,1bf805e1-17d1-4157-a38a-e1ebbf3c6165,no_churn,0.011351761,0,no_churn,-0.0082005058514096,-0.0043799167637189,-0.0136857097963002,-0.0193752928003232,-0.0064446487504392,-0.196901079099116,0.0097560054359473,-0.0097950035369467,Male,71,No,Yes,Employed,Rural,High School or Below,1670997600
8,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,a00eaf5c-9e6e-4756-8fa0-8f5ba80ebb5f,no_churn,0.0946966259999999,0,no_churn,0.0098147595205591,-0.015757627363746,-0.0205863270852933,-0.125522599190354,-0.0453072804126895,0.0354494685329154,-0.006017216747241,-0.0124136107025879,Male,22,No,No,Unemployed,Suburban,College,1670997600
72,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Disabled,7925ea34-0f1d-4925-80c0-e35dc8c6ae2b,no_churn,0.002471827,0,no_churn,-0.110112120744784,-0.0033397307243239,-0.0127689742725988,-0.0045179180827744,0.0214210139086344,-0.147944172127709,0.0416730005833915,-0.0234372514425967,Female,41,No,Yes,Unemployed,Suburban,Bachelor,1670997600
58,No,No phone service,Medium Speed,Web_Chat_Support,One year,100hrs+,Disabled,ecdbf00f-5d32-4836-a799-964e0c82c4b0,no_churn,0.111935526,0,no_churn,-0.0852015807765383,-0.0132388712920419,0.0124647115044354,0.001646043986675,0.0354744267123624,-0.0589969904112513,0.0529908473764953,-0.0441647380909034,Female,28,No,No,Medical Leave,Suburban,College,1670997600
63,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,939ffdca-05d3-4f82-8089-f27481887149,no_churn,0.28456244,0,no_churn,-0.177574912846017,-0.0076773416420473,0.052767644493997,0.0464647216518642,0.0460483886554811,0.0494549505376471,0.0401632926841375,0.0313271058324608,Male,36,No,Yes,Employed,Urban,Bachelor,1670997600
13,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,83b096f9-7847-4ac2-8cf6-2cfa117b1b84,no_churn,0.52205586,1,churn,0.209013415031168,-0.0085164917067231,-0.0407240151886981,0.151445103158385,0.0359429128669398,0.0726655807976567,0.0357783874353481,0.0028689629988184,Male,38,No,No,Unemployed,Rural,High School or Below,1670997600
31,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,75e09d9c-9c02-450f-b13f-4dab941a66c1,no_churn,0.18270114,1,churn,-0.0533657517600659,-0.0050215283739089,0.0071338738998019,-0.0903459022849529,-0.0985502110999095,0.0641587062564485,0.0486349589682595,0.0483297010309434,Male,70,No,No,Employed,Suburban,High School or Below,1670997600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,017d585a-baf3-413d-a102-5e36ad708230,no_churn,0.9139671,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Female,34,No,Yes,Employed,Suburban,Bachelor,1670997600
56,Yes,Yes,Low Speed,Expired,One year,100hrs+,Active,c70b853b-0a92-4cc3-aed6-174ebd4d7601,no_churn,0.2995065,0,no_churn,-0.0865906645206814,-0.0029729873420365,0.0417920534293625,-0.0266209789673121,0.0307530094992762,-0.0594614482326505,0.0657751914194341,0.064133010102887,Female,38,No,Yes,Employed,Rural,High School or Below,1670997600
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,c7c00336-35f9-4db5-8959-8a3c79058bcc,churn,0.48922464,1,churn,0.216450200782551,-0.0066549701802614,0.0183915287985246,0.107160754693878,0.0050145919224632,0.12945776783853,0.0696192482117521,-0.0326502727737715,Female,38,No,Yes,Employed,Suburban,Bachelor,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,3467b342-89c6-4989-ae3c-7d0b73553c41,no_churn,0.6225006,0,no_churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Male,24,No,No,Employed,Suburban,High School or Below,1670997600
19,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,c2440d89-3783-4fbf-b65f-93d81017abfd,no_churn,0.010303193,0,no_churn,-0.0320059755638249,-0.0112387208091968,-0.0655253821193673,-0.0661560504577573,-0.0940126868243896,0.0400512137932128,0.002985951916271,-0.0231245009026861,Female,68,No,No,Unemployed,Suburban,High School or Below,1670997600
43,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,24420e70-f90a-446a-bdda-ebb36a156fa8,no_churn,0.6224865,1,churn,-0.0536729201299021,-0.0013149484232053,-0.0035049757264459,0.0959084059874567,-0.103852507314923,0.0572047493944865,0.0091687624047017,0.041037282973466,Male,30,No,No,Disabled,Suburban,Bachelor,1670997600
63,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,30c41d89-2716-4d14-a61d-7da7a4ebbadc,no_churn,0.012844979,0,no_churn,-0.0909361420377899,-0.0086875363610306,-0.0019128017243383,0.00330468805716,-0.0750353522575642,0.0497671720636026,0.0287514192305388,-0.0142775988282483,Male,45,No,Yes,Employed,Rural,High School or Below,1670997600
7,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,7f288259-5657-4a36-bf3c-299cbb16c136,no_churn,0.2749093,0,no_churn,0.0316447765736211,-0.005960191658487,-0.0486514279095081,-0.086079511002099,-0.0462366208956518,0.0375884280661648,0.0227042178931515,-0.0147780593176867,Male,30,No,No,Unemployed,Suburban,Bachelor,1670997600
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9925f317-9c65-4d4c-ae58-f3a8b0c5dfe1,no_churn,0.034240313,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Male,33,No,Yes,Employed,Suburban,College,1670997600
72,Yes,No,Fiber optic,Expired,Two year,<50hrs,Active,13a22a95-23f5-485e-b4e1-2a7e09266c15,no_churn,0.015236554,0,no_churn,-0.157281444314922,-0.0032702587409221,-0.0185677800475241,0.0375450530738089,-0.0018627110996385,-0.14926724406062,0.0094447639712507,0.0142334692233453,Male,30,No,Yes,Disabled,Suburban,Bachelor,1670997600
10,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,466023df-5daa-45b4-926c-9914c05a344a,no_churn,0.18538034,0,no_churn,0.0240904600890098,-0.0143050814346497,-0.0522158663678146,-0.0630333940426317,-0.0319684073081953,0.0448167998606095,0.0447010808452432,-0.0336242844809385,Female,29,Yes,Yes,Employed,Suburban,High School or Below,1670997600
64,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,53318061-f805-40dc-96e5-244fce275833,no_churn,0.014552686,0,no_churn,-0.169080398329515,-0.0048857032635351,0.0131362296028873,0.0474989798901879,0.0981182507521953,0.0525782944639831,0.0376450063671654,0.0439631939508672,Female,44,No,Yes,Employed,Rural,College,1670997600
18,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,d02f4f2b-334c-4c58-bc43-3ba2086362ab,no_churn,0.65786886,1,churn,-0.0363837716686612,-0.0130012972490567,0.0241692859905379,-0.0416142151405665,-0.126041316830961,0.0312016008951832,0.0016439880629241,0.0443329059859024,Female,35,No,No,Unemployed,Rural,Bachelor,1670997600
21,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,ab8b7221-63bf-449c-b5ec-82a0af707ffc,no_churn,0.0394571129999999,0,no_churn,0.116644465333293,-0.0034561888659663,0.0324108959378463,0.056524536783254,0.0526459971585427,0.09286947821789,-0.0385287153360968,0.0209467171124561,Male,51,No,Yes,Retired,Rural,College,1670997600
64,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,86275518-90c9-4f6b-9d37-070229dd43c4,no_churn,0.113658495,0,no_churn,-0.0806316573122785,-0.0014626990520446,-0.0076959521344542,0.0702216931485054,0.125901709382088,0.0901374710587879,0.0746907158945396,0.09081256748148,Male,66,No,Yes,Unemployed,Suburban,College,1670997600
63,Yes,No,Medium Speed,Expired,Two year,<80hrs,Disabled,65750674-76aa-486c-b8e1-2c70bc843295,no_churn,0.012844979,0,no_churn,-0.0653935507266305,-0.0081348574382718,-0.0119587970408974,-0.0223561257024903,-0.0278202846609565,-0.129288456952118,0.0199442501738849,-0.0140183292752044,Male,59,Yes,No,Medical Leave,Suburban,Bachelor,1670997600
57,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Disabled,bc411676-324a-4627-94a9-d2bc2871642e,no_churn,0.1338354,0,no_churn,-0.0714307888338771,-0.0048488626725702,-0.0071151502021211,0.0012575166480746,-0.0148428470164617,-0.172277418702665,0.0208116394720127,-0.0185802397550833,Female,62,No,Yes,Employed,Suburban,College,1670997600
68,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,905a5102-027b-4310-9689-716f795bc5a1,no_churn,0.088851094,0,no_churn,-0.223792061022359,-0.0098918880671044,-0.0146000221455506,0.0576994143962838,0.0261158915351552,0.0453762266074772,0.0330353136005942,-0.032969027016752,Female,62,No,Yes,Unemployed,Suburban,Bachelor,1670997600
48,Yes,Yes,Medium Speed,Expired,One year,100hrs+,Active,9d513a8e-5c1b-4eff-b446-5983e83244ec,no_churn,0.15876843,0,no_churn,-0.0988446706573631,-0.0054206375746071,0.015679519374371,-0.0721083238894789,-0.0489475663805751,-0.054477248491803,0.0315380115414518,0.0350547652744717,Male,23,No,No,Unemployed,Suburban,College,1670997600
59,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,16228350-e394-4fe9-938f-d2660cf43459,no_churn,0.033931937,0,no_churn,-0.100215620885233,-0.0056598085483346,-0.028465975878862,-0.0184362394596473,-0.0089881772474291,-0.0648082018452714,0.0175954664666596,-0.0183809270599749,Male,66,Yes,Yes,Medical Leave,Suburban,High School or Below,1670997600
4,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,8bcd8469-9ade-4fe2-828d-0c2242281cb5,no_churn,0.73121756,1,churn,0.122894272099747,-0.0039682881433691,-0.0400772520493228,0.150734027857616,-0.0249400539653015,0.0718480585921406,0.0280720887629286,-0.0050830480005333,Female,76,Yes,Yes,Employed,Suburban,High School or Below,1670997600
2,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,12444af6-cc11-4be6-b7de-81253f3462e0,no_churn,0.83006626,0,no_churn,0.247121775767464,-0.005118388425617,0.0653467167891358,0.133214801470349,0.086091008160638,0.145555562914897,0.010631098046615,0.010564247672155,Male,52,No,No,Employed,Suburban,Bachelor,1670997600
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,f84e6290-3c49-4a2d-a9fa-aac4e21cf0c4,no_churn,0.5110216,0,no_churn,-0.012287764972807,-0.0077279156320219,-0.112183494429628,0.0824373519669461,0.0645010041213208,0.0810381798868184,-0.0234508557629124,-0.0075398971110917,Male,27,No,Yes,Employed,Suburban,Bachelor,1670997600
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,b90662a4-f7cc-44e0-b0ab-2bccb1398534,no_churn,0.8700521,1,churn,0.243298098134196,0.0039643320990853,-0.0101080242141688,-0.0640083405129917,0.0714582905603856,0.137978649118268,0.0811514871834515,0.0820542923007906,Female,63,Yes,No,Employed,Suburban,High School or Below,1670997600
18,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,60c5f03f-dca4-4249-a43e-60a9e0dc892c,no_churn,0.46556583,1,churn,0.0329906520602935,0.1228547575012,0.0721959333848781,0.0156343121699092,-0.0021992506367314,0.11917087777535,0.0966639024629239,0.0203293390011276,Female,77,Yes,Yes,Employed,Suburban,Bachelor,1670997600
42,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,6a7f1453-c27a-4521-99c7-dd1331b3171c,no_churn,0.44657344,1,churn,-0.0039747626088364,-0.0033122523751444,0.0770661617992664,0.117819064300566,0.044848554933169,0.0496048472138227,-0.0084143957138803,-0.012663367506575,Male,69,No,No,Unemployed,Suburban,Master,1670997600
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,22970991-04b5-407a-b2d4-cf78bbc34901,no_churn,0.27791142,1,churn,0.0114229233962578,-0.0172435487376424,-0.0595299278583297,-0.0490823888130398,-0.143383892586662,0.032689422623589,-0.0158048347174008,0.0019060963849187,Female,64,No,No,Employed,Suburban,College,1670997600
41,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e249e452-7cee-488e-9090-05511c556631,no_churn,0.39811668,0,no_churn,-0.152916543598358,-0.0032972083753338,-0.0248553358177196,0.0913590555203518,-0.0227760166671669,0.0434193333833809,0.0275229027972682,-0.0349823384066621,Female,63,No,Yes,Employed,Suburban,Bachelor,1670997600
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4b2494a0-f9d8-4fe9-994b-7926066cd84c,no_churn,0.6224865,1,churn,-0.0020313410544258,-0.0040296141927319,0.101556601430375,0.122463748955979,0.0813066932027868,0.0864527225969413,0.0334186262038929,0.0836935657720641,Female,62,No,No,Employed,Suburban,Master,1670997600
42,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ec3b436b-5ff0-47b0-b42b-3878d6e8128f,no_churn,0.13123725,0,no_churn,-0.0863471880506404,-0.0096459517135735,-0.044618535549398,-0.0726104382385983,-0.0458261410945215,0.0291584521029017,7.2443139488314e-05,-0.0192087928521141,Male,67,No,Yes,Unemployed,Rural,Bachelor,1670997600
68,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,88efa85d-b23c-482e-8218-4d89eb0c2fd8,no_churn,0.088851094,0,no_churn,-0.190952907230767,-0.0118835269359624,-0.0602209518883319,0.0429307526211778,0.0076311357335725,0.0378850300387057,0.0225191027480832,-0.0289347859015106,Female,48,No,Yes,Employed,Suburban,Bachelor,1670997600
48,Yes,Yes,Medium Speed,In_Store_Support,One year,<50hrs,Active,7896bb90-8740-4249-af09-1515397ac4fd,no_churn,0.15876843,0,no_churn,-0.0274422987081152,-0.0009685251592236,0.040048610929216,-0.0084449949623558,-0.0097175226768376,-0.0203438631134122,0.069278738271405,0.0585637083962728,Female,41,No,Yes,Employed,Suburban,Bachelor,1670997600
43,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,51abdb51-e332-46cb-b7b5-299d2a91d3f3,no_churn,0.25163424,0,no_churn,-0.200457018079433,0.0304797811755906,0.0035721763682613,-0.0608109550293011,-0.0340425997571128,0.0653960874553286,0.0067032797191495,-0.024866903813936,Male,55,No,Yes,Employed,Rural,College,1670997600
68,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,fd034f6d-4e22-47a9-98c4-75e512e3b60d,no_churn,0.16885638,0,no_churn,-0.149175485992691,-0.0034003698173364,-0.0936764993709584,-0.0624062208387476,0.030268328985876,0.0646708943950579,0.0259940533228655,0.0552150227788843,Male,53,No,No,Employed,Suburban,Doctor,1670997600
47,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,eb5ef702-858d-4086-8559-fcac2b332073,churn,0.39722753,1,churn,-0.0477544823383868,-0.0080892968838088,0.0250508515449109,-0.0597546393166703,-0.0732731358871751,0.0629778220285152,-0.0033819225284059,0.0451986521729304,Male,39,No,Yes,Unemployed,Rural,Master,1670997600
64,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,571ff81c-97a6-472e-a056-14e8115b1aad,no_churn,0.014552686,0,no_churn,-0.164810408088742,-0.0145839582951339,0.0130395835684885,-0.0163779214684245,-0.0650109428933774,0.0207604440629529,0.0025142304090604,0.0254428211125105,Female,54,No,Yes,Unemployed,Rural,College,1670997600
41,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,cb0753c3-dbea-4d1f-9b89-05822d7922c5,no_churn,0.0211072379999999,0,no_churn,-0.107675369867393,-0.0103616540872099,-0.0377304672657919,-0.0625439306489988,-0.0370364183104175,0.0238708996252717,0.0051274701548027,-0.0226766820094053,Female,46,Yes,Yes,Unemployed,Suburban,High School or Below,1670997600
63,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,eb066b71-e8f2-4124-9100-460a00aff644,no_churn,0.28456244,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Female,21,No,No,Employed,Suburban,Master,1670997600
8,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,884ec7c5-5087-4760-88ca-ff4286782133,no_churn,0.19843085,0,no_churn,0.101045675094183,-0.0046336979618899,0.0272648156220384,-0.0127053323122163,-0.0118329392148007,0.086649726347241,0.0941159875901212,-0.0427084372311401,Female,50,No,No,Unemployed,Urban,College,1670997600
48,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,e1b2c385-bbaf-42be-8e3c-f211c8ef3f2e,churn,0.087797485,0,no_churn,-0.094312820593841,-0.0067025162791105,-0.0491893819948563,-0.0719544650170246,-0.105298037314278,0.0396932543111506,0.0108750756449626,0.0278627389505891,Male,56,Yes,No,Unemployed,Suburban,Master,1670997600
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,a6a23b25-8fdb-4d76-a4c8-8c3006f1210d,no_churn,0.8271125,1,churn,0.127170991952935,-0.0185812761698252,-0.104092151479836,-0.073028269346305,-0.146279231816407,0.0464207394600362,-0.0857735814205261,0.0151366254422464,Male,58,No,Yes,Unemployed,Rural,College,1670997600
56,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,a6e168cd-cc68-447d-aa06-3993d2984a40,no_churn,0.061398264,0,no_churn,-0.0611497637287629,-0.0008748064443898,0.0075802328607824,0.0469174812011078,0.093580009417019,0.0419828655604487,-0.0298305591629286,-0.0005649420067857,Female,68,No,No,Unemployed,Suburban,Master,1670997600
66,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,2adea19b-aa41-4f2e-a6bd-a53e0054b050,no_churn,0.018821336,0,no_churn,-0.0393151827302335,-0.0037601469885339,-0.0220071644312974,-0.0203856874036318,-0.0377400332147226,-0.101937768567013,0.0280798264987879,-0.0219599947888309,Female,74,No,No,Employed,Suburban,High School or Below,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,2cfb8201-796a-4706-a112-10da79b1cace,no_churn,0.874638,1,churn,0.107973698218975,-0.010008808422117,-0.0750105303788223,0.0536292495776069,-0.0838614685444463,0.0763846613809437,-0.0273687247113412,-0.0115706219893399,Female,22,No,Yes,Unemployed,Suburban,College,1670997600
40,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ded036a2-e028-4012-81ff-050c24bdbf19,no_churn,0.11667327,0,no_churn,-0.106338767193038,-0.0178243997722893,-0.031283487529181,-0.0344983812294231,-0.0536784859949875,0.0344993467795211,-0.0372370035602944,-0.0226649727130097,Male,51,Yes,No,Unemployed,Suburban,Bachelor,1670997600
32,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,799d89a0-fd83-4ec5-8173-f3be49635b4e,no_churn,0.5325823,0,no_churn,-0.0520150147863705,-0.00406200456855,0.0225180566405106,-0.0633801475430118,-0.094142214540343,0.0733911101835747,0.0572414111342368,0.0614226507020248,Female,71,No,No,Unemployed,Rural,Bachelor,1670997600
56,Yes,Yes,Low Speed,Expired,One year,100hrs+,Active,3645f216-c959-40f9-ad1d-28511461512c,no_churn,0.2995065,0,no_churn,-0.0865906645206814,-0.0029729873420365,0.0417920534293625,-0.0266209789673121,0.0307530094992762,-0.0594614482326505,0.0657751914194341,0.064133010102887,Male,71,Yes,No,Employed,Suburban,College,1670997600
57,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1abb959b-54e9-4b61-a12f-a5bcd1245ad1,no_churn,0.16997512,0,no_churn,-0.214603516858779,-0.0120370139858278,-0.0118774028105144,0.0299949300788466,-0.0212032170999646,0.0027400136509368,0.0292771388806295,-0.0283170839859303,Female,77,No,No,Employed,Rural,Bachelor,1670997600
16,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,72ea57d2-062b-48f7-ad34-a3cf0cf8a89b,churn,0.032228887,0,no_churn,0.157133581690359,-0.0013732387013078,0.0155370777812458,-0.0355487688770335,0.0420574553028564,0.10073681381763,-0.0218702778422721,0.0099837509890676,Male,52,Yes,No,Employed,Rural,Bachelor,1670997600
0,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,ea11c49d-db1c-4d13-a82e-46daa8d79d78,no_churn,0.019368561,0,no_churn,0.217991253532382,-0.0068192056921907,-0.038408139509811,-0.0610229198864817,-0.0079125920684873,0.107800434716701,0.0703590094333412,-0.0167363859283796,Female,69,No,No,Employed,Urban,College,1670997600
6,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,8cd059fa-f785-46f4-ae39-c83d36b40fd2,no_churn,0.6272434,1,churn,0.137553779628515,-0.0012502339442289,-0.0183254023468725,0.131528715093755,0.0417204283580395,0.0861094097003115,-0.0392654699731429,0.0333073896286805,Female,22,No,Yes,Medical Leave,Suburban,Bachelor,1670997600
70,Yes,Yes,Low Speed,Expired,Month-to-month,<50hrs,Active,c17cae9c-8b0e-4d62-a9af-6d4b38678aec,churn,0.01949972,0,no_churn,-0.137653641358788,0.0021035297705566,0.0624174186633808,0.0299805949292567,-0.0022850904080587,0.0799525884017566,0.0226935273992239,0.0937649235647768,Male,31,Yes,No,Employed,Suburban,Master,1670997600
66,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,136629e7-0f0e-4de1-b4f0-afda8fb41e42,no_churn,0.018821336,0,no_churn,-0.0959030354849801,-0.0166669049701886,-0.0492017535750073,-0.0405878689186647,-0.0697598808264956,0.0266671492727437,0.0176810444905186,-0.021254902235396,Male,50,Yes,Yes,Employed,Suburban,College,1670997600
22,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,8644f930-7374-4a9d-b5c9-23f01b6881c8,no_churn,0.058806915,0,no_churn,-0.0690204200908283,-0.0070199739751296,-0.0471132214517911,-0.0555382823727541,-0.0550598162348796,-0.0195363977216675,0.0092440040935343,-0.0183153770420267,Male,65,Yes,Yes,Employed,Suburban,Bachelor,1670997600
41,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,94d9f2d9-c5b0-43dc-8bb0-78625fa853e3,no_churn,0.0211072379999999,0,no_churn,-0.0715146537741111,-0.0026113248999899,-0.0144439301094462,-0.0511564284190535,-0.0192548927426651,-0.0361117316400122,0.0462390721489282,-0.0401722630725908,Female,29,No,Yes,Employed,Suburban,College,1670997600
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,9762c4dd-b41a-4c0f-9aa8-42d3134c6440,churn,0.9168004,1,churn,0.28576325065625,-0.0058190515033993,0.0225769700165892,-0.0226332648363313,0.10749517364311,0.146923640928599,0.0959087346455999,0.100758397041773,Female,62,Yes,Yes,Disabled,Urban,High School or Below,1670997600
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,1d4f2b56-f60d-41af-8983-ff020eb93411,no_churn,0.002870379,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Female,70,No,Yes,Unemployed,Urban,Master,1670997600
13,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,a32ad96e-63c0-4392-a285-ea1210034657,no_churn,0.52205586,1,churn,0.169824776083287,-0.0092836289271872,0.0224612242731745,0.14784542320931,0.0323610277985426,0.0558744860353181,-0.0263599095878089,-0.0177495477334559,Male,21,No,Yes,Employed,Suburban,Bachelor,1670997600
69,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,c3973b33-b39a-4ef4-8724-6c1f27e4fe24,no_churn,0.0234444179999999,0,no_churn,-0.0836310270776812,-0.0087267854065248,0.044817824019783,-0.0895143558440031,-0.0670249029111983,0.0302280097786297,0.0508355226350613,0.0618467071945815,Male,66,No,Yes,Employed,Suburban,High School or Below,1670997600
69,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,2f03bce3-3afa-4978-8219-19168d39c026,churn,0.0234444179999999,0,no_churn,-0.0673379802687122,-0.00328816739795,0.01484588073562,-0.0294531639496654,-0.0274906817388273,-0.150554715691433,-0.0384289242343675,0.0326815997087123,Female,70,No,No,Employed,Urban,High School or Below,1670997600
15,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,35c7996c-e4df-44d4-9a5b-293b58d85a86,no_churn,0.6912943,1,churn,0.0476681955725598,-0.0081363603250611,0.0288002594543741,-0.0754373704379941,-0.044872475598313,0.0546779519672327,0.0183501614059423,0.0099234899396651,Female,51,No,No,Unemployed,Suburban,High School or Below,1670997600
72,Yes,No,Fiber optic,Expired,Two year,100hrs+,Active,650bf1e3-82f8-4822-919a-d18cbe6389bf,no_churn,0.015236554,0,no_churn,-0.137672109096475,-0.0037754202947871,-0.0295931102302893,0.0375999324630538,0.005843484132838,-0.164683489678246,0.0087635773544207,0.0144909833535348,Male,59,No,Yes,Unemployed,Suburban,Doctor,1670997600
8,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,cd8aeadf-20b8-49b3-8d31-b19ae2ebac42,no_churn,0.19843085,0,no_churn,0.101045675094183,-0.0046336979618899,0.0272648156220384,-0.0127053323122163,-0.0118329392148007,0.086649726347241,0.0941159875901212,-0.0427084372311401,Male,21,Yes,No,Employed,Suburban,Bachelor,1670997600
63,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,b5deb5f0-9f99-4ab6-a638-b9a1f6a413be,no_churn,0.012844979,0,no_churn,-0.0909361420377899,-0.0086875363610306,-0.0019128017243383,0.00330468805716,-0.0750353522575642,0.0497671720636026,0.0287514192305388,-0.0142775988282483,Female,37,No,No,Medical Leave,Suburban,High School or Below,1670997600
10,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,b725f13b-3a92-4dfc-8088-f83ac8916e0e,no_churn,0.63442135,1,churn,0.113051373048784,-0.0047773707018677,0.0698782794880025,0.245207902792154,0.117223948497613,0.131046334717421,-0.0068805925948981,0.008418423615185,Female,67,No,No,Employed,Rural,High School or Below,1670997600
35,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,2c8182d7-7f37-47ae-b62d-07f4a556512d,no_churn,0.14676549,0,no_churn,0.104942695577547,-0.0005669859696354,0.0753877516137345,0.135172373316364,0.0804049957261122,0.0648550486626027,0.0138890574019933,0.0168889233321351,Male,26,Yes,No,Medical Leave,Suburban,High School or Below,1670997600
58,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,a14ba6f5-1cd3-4b96-9146-c94035275340,no_churn,0.02515031,0,no_churn,-0.0590167160198689,-0.0044968409799912,0.01002670290276,-0.0438076350094525,-0.0107677706085087,-0.147845740671255,0.0226051875358098,-0.0157233404999169,Male,37,Yes,No,Employed,Urban,College,1670997600
7,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,eb91aa76-a7be-423b-a8a8-86ef8a8e441c,no_churn,0.2749093,0,no_churn,0.0316447765736211,-0.005960191658487,-0.0486514279095081,-0.086079511002099,-0.0462366208956518,0.0375884280661648,0.0227042178931515,-0.0147780593176867,Male,62,No,Yes,Unemployed,Urban,High School or Below,1670997600
6,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,79a38d61-d8cd-4ef2-ba48-0cde77e952aa,no_churn,0.6272434,1,churn,0.137553779628515,-0.0012502339442289,-0.0183254023468725,0.131528715093755,0.0417204283580395,0.0861094097003115,-0.0392654699731429,0.0333073896286805,Female,39,Yes,Yes,Unemployed,Rural,Bachelor,1670997600
58,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,61d003b8-eb4d-49fd-81fd-04a9959179b2,no_churn,0.1535282,0,no_churn,0.0222705843084077,0.148636448199441,0.0853229094489324,0.0486892136508686,0.0806010581929877,0.146744495525109,0.0215213990067422,0.0171877514837069,Male,74,No,Yes,Employed,Rural,Bachelor,1670997600
44,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,e2f4c3c1-0705-49d4-9c78-98aeb928e106,no_churn,0.06668814,0,no_churn,-0.178874366895861,-0.0062665674437448,-0.0560011461496196,-0.0138693777881326,0.0373118375549256,0.0307333186614687,0.0295881064722379,-0.0376003369631871,Female,70,Yes,Yes,Employed,Suburban,High School or Below,1670997600
30,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,9dc971c7-6d21-4b34-8ce7-c2a7080566ca,no_churn,0.46250594,0,no_churn,-0.10967088194363,-0.0067817473772447,0.0344082417887329,0.120137682815584,-0.0206777855166637,0.0764885153485101,0.0483456138100382,-0.057942455489665,Female,43,No,No,Employed,Urban,Bachelor,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,743997d8-c05e-4b2a-94cc-19ee5f1f6f78,churn,0.874638,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Male,67,No,No,Unemployed,Suburban,College,1670997600
48,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Active,5f2dc5dd-9de9-4c52-a4ae-a7a14b4765f6,no_churn,0.18824439,1,churn,-0.121173099232601,0.0582491824781209,0.0362374371571422,-0.0046942642051544,0.0142372541459826,0.0775353053495473,0.0310495489295681,0.0245324889141011,Male,45,No,No,Employed,Suburban,Bachelor,1670997600
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,49cc6bbd-62bf-4658-a2f7-48fa9a820df9,no_churn,0.831256,1,churn,0.22070915371487,-0.0060852235685342,0.0359682402411453,0.0755240932560264,-0.0424236560242388,0.123789498113583,0.0270629278583055,-0.015649788798828,Female,65,Yes,No,Disabled,Suburban,College,1670997600
48,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,72ea85e6-bd5a-49c4-b0fe-bd8b82038903,no_churn,0.15876843,0,no_churn,-0.100779045777672,-0.0018832848263264,0.0591205941796397,-0.0387879740092466,-0.0252973193026264,0.0614211173274634,0.0479116933103068,0.0567680707692125,Female,80,No,Yes,Employed,Suburban,Bachelor,1670997600
69,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,039174e7-ac77-4b17-8243-aad5ffed9eba,no_churn,0.25520337,0,no_churn,-0.0316507264789515,-0.003984666142278,0.0883304668427626,0.0688616845013712,0.0242109071935283,0.0960731714488156,0.0797184140044555,0.0789146007991803,Female,68,No,No,Unemployed,Suburban,College,1670997600
17,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,7a9658e2-e895-4eca-bf00-e827645c9a88,no_churn,0.78686523,1,churn,-0.0307312038571672,-0.0079148090606395,-0.0098592604624809,0.0798143978491589,-0.0468610234662992,0.0610549191507289,-0.102251816061148,-0.042277356823215,Female,70,Yes,Yes,Employed,Suburban,Master,1670997600
1,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,2600413a-d5f1-4d79-b15f-ff6c1fd11845,no_churn,0.75745165,1,churn,0.331986319711868,-0.0071523878221887,0.0076781572811887,-0.0045623027395731,-0.0354543497824943,0.149941760150259,0.103367919223456,0.0751687328126263,Female,69,No,No,Retired,Suburban,High School or Below,1670997600
21,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,a4271228-ef99-4f8c-ad7e-903939551a19,churn,0.22815861,1,churn,-0.0741280290442955,-0.0116141772227183,-0.0444954868229979,-0.0764757373528755,-0.0687192653685451,0.0347290723445621,0.0025101760822144,-0.020832704092636,Female,68,No,No,Employed,Suburban,College,1670997600
17,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,c149a734-a015-4ab2-9a96-80dc15d1c18b,no_churn,0.026081467,0,no_churn,0.0272269633401901,-0.004202124871881,-0.0313858283029549,-0.0416513537070932,-0.0188837458224406,-0.145902283893356,0.0202504855234383,-0.0194782637463958,Male,50,No,No,Employed,Suburban,College,1670997600
49,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,5f8f0494-1ddd-4f79-8e7d-bc7f214de119,no_churn,0.024621537,0,no_churn,-0.115051255844346,-0.0063666487250156,-0.0519586666919349,-0.0224795803448614,-0.085546785054812,0.0281147793433774,0.0040361098774064,-0.0197741044026588,Male,31,No,No,Unemployed,Rural,Bachelor,1670997600
32,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,cee46b26-b3a6-421e-81f8-37d32db2b4dc,no_churn,0.5325823,0,no_churn,0.0695395119951808,-0.0003988239976933,0.0405460447327641,0.0025960912054597,0.154215336298294,0.12841719738728,0.119188143491538,0.13953702638526,Female,33,Yes,Yes,Retired,Suburban,Bachelor,1670997600
37,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,10ccf3e5-96bc-4157-9fcc-95ce75927501,no_churn,0.017187571,0,no_churn,-0.158628555533905,-0.0145200466783717,-0.0603111705710489,-0.0401425979719806,-0.0126749492202634,0.0327419948455553,0.0297877024175159,-0.0219451946880326,Male,60,No,No,Unemployed,Rural,College,1670997600
55,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,648f3f63-b6ec-472e-aacf-4234672172e4,no_churn,0.03396969,0,no_churn,-0.0688129713115813,-0.0047992914923088,-0.0152380616326308,-0.019375685347486,0.0673669933354722,0.0431133783225595,0.0891278037945267,-0.0604083164018538,Female,49,No,No,Employed,Suburban,High School or Below,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,e901e15a-31d5-4e54-a6df-47954cb94cf6,no_churn,0.6225006,0,no_churn,0.213726928437554,-0.0155755538924131,-0.0846574146980128,-0.134447263797547,-0.0810223043626774,0.0896207830795174,0.0250453236959037,-0.0200200053045136,Male,35,No,No,Employed,Suburban,Bachelor,1670997600
35,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,21ace89e-e25b-4876-a1b6-45be1d0c123e,no_churn,0.14676549,0,no_churn,-0.145401726255514,-0.0048982238889584,-0.0899123096195035,0.0186364666574991,0.0115793988505083,-0.004765982161607,0.0035087112572182,-0.0017724866303797,Female,67,Yes,Yes,Employed,Rural,College,1670997600
43,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,44cca635-5b01-47f8-aeaa-bcb10da3256a,no_churn,0.25163424,0,no_churn,-0.15150480764461,0.0084793046773165,-0.0176078915671769,-0.0233211569114473,0.0297147968312674,0.0644067239451305,0.03962985824739,-0.0338229791392222,Female,70,No,No,Employed,Suburban,Master,1670997600
72,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Active,6c0ca65f-66b0-4e70-878f-559e4401573d,no_churn,0.005616869,0,no_churn,-0.142578453668973,0.0254450046927604,0.0165805881104859,-0.117803414335007,0.0079155885381658,0.0566314228037254,-0.020445151935678,0.0118949277981482,Female,72,Yes,No,Unemployed,Urban,High School or Below,1670997600
26,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,1b6921c5-425b-408d-ba1e-4627e4a1aca4,no_churn,0.022820897,0,no_churn,-0.0537566510670421,-0.0019217633293737,-0.0193533113478406,-0.0211133270878599,0.0177651942489501,-0.0160450920137373,0.0796259452307094,-0.034227143214639,Male,42,No,No,Unemployed,Suburban,Bachelor,1670997600
69,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,9c08a1bc-280f-44ad-98d7-e2eee6994697,no_churn,0.0234444179999999,0,no_churn,-0.0673379802687122,-0.00328816739795,0.01484588073562,-0.0294531639496654,-0.0274906817388273,-0.150554715691433,-0.0384289242343675,0.0326815997087123,Male,66,Yes,No,Employed,Suburban,Bachelor,1670997600
56,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,445e8487-2787-430a-9fde-4743d638b15d,no_churn,0.061398264,0,no_churn,-0.0611497637287629,-0.0008748064443898,0.0075802328607824,0.0469174812011078,0.093580009417019,0.0419828655604487,-0.0298305591629286,-0.0005649420067857,Male,61,No,No,Unemployed,Suburban,Doctor,1670997600
51,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,e18e0b58-4bef-41b5-9559-7f3e156cdd7d,no_churn,0.25374603,0,no_churn,-0.131401961398215,-0.0062086390881268,0.031008778301466,-0.034876420289579,-0.12935205737489,0.044733406797286,-0.0233943376073784,0.010465077774661,Female,20,No,No,Unemployed,Suburban,College,1670997600
33,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,07f04df5-5d23-432a-8e5d-daa27789c74e,no_churn,0.07565137,0,no_churn,-0.101846485411215,-0.0059106053241339,-0.0253976051376412,-0.0788080505183279,-0.0264417356103695,0.0295684026433355,0.019969270991678,-0.0301593439310818,Female,30,No,Yes,Unemployed,Suburban,College,1670997600
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e7d5e644-84db-4f17-b5a0-0fb494f8615e,no_churn,0.86546093,1,churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Male,65,Yes,Yes,Employed,Suburban,College,1670997600
17,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,4fb65f7f-a248-48b4-8733-cb17cef0fa0c,no_churn,0.03569195,0,no_churn,0.0340530070309068,-0.0059481102104473,-0.0253382721337129,-0.198282243963004,-0.0672012567292404,0.0557604054745752,-0.0255941716118832,-0.0339755091452207,Male,21,No,Yes,Unemployed,Suburban,High School or Below,1670997600
63,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,0e803718-1ce5-4331-8bfc-9c7143c23d54,no_churn,0.012844979,0,no_churn,-0.079113529456481,-0.0112303537943807,-0.0281778933911482,-0.0065491755002221,-0.0730471046063758,0.0440101380774103,0.007984596187598,-0.0129028289065354,Female,43,Yes,No,Unemployed,Suburban,College,1670997600
12,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ed9070e1-f22e-425d-a7f4-efc93b84059a,no_churn,0.12768878,0,no_churn,0.0457206022841001,-0.0157017506632291,-0.064201629942172,-0.0863809382091494,0.0113097697468583,0.0366152145104842,0.0137436563270421,-0.0130797182743845,Female,21,No,Yes,Unemployed,Urban,High School or Below,1670997600
45,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,20769734-07c9-4f5f-b87c-3546449b8478,no_churn,0.0165379919999999,0,no_churn,-0.0870722090523941,-0.0041983525677278,-0.0002668397648403,0.014601407591731,0.0900075679010115,0.0600156008310841,0.107065597622695,0.090821077969158,Female,78,No,No,Employed,Rural,High School or Below,1670997600
58,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,9f1f379c-6813-4737-9c7f-f3c7301fa716,no_churn,0.02515031,0,no_churn,-0.042261467888602,-0.0156860060841063,0.0441912363547817,0.0276259679637223,0.007346408071935,0.078322907444799,0.0863502495366901,-0.0599154451443064,Male,55,No,No,Employed,Suburban,College,1670997600
20,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,17198ac8-f768-4210-9e81-cb00adaeef46,no_churn,0.26970106,0,no_churn,-0.0074900257136505,-0.0098673253875676,-0.0112993007534896,-0.0472027477613573,-0.0212370313163592,0.0587816611601192,0.0557473335129543,-0.0428991898073854,Female,45,No,Yes,Employed,Suburban,College,1670997600
58,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,e3e2d30d-5f06-4f3f-8571-90a622eb4acc,no_churn,0.111935526,0,no_churn,-0.0796217574431739,0.0891242201352906,0.0437488644964378,-0.0856276359634921,0.0516934991393191,0.0929678492547009,0.0371678268850246,-0.0184790137360232,Female,30,No,No,Employed,Suburban,Bachelor,1670997600
16,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,9e2050e8-9d74-4014-a928-fe905f960b77,no_churn,0.27791142,1,churn,-0.0309783066724503,-0.0083040698482363,-0.0137707315973875,-0.115186144620793,-0.0860259848655823,0.0251546726967444,0.013478237335039,0.0166061761122364,Male,43,Yes,No,Unemployed,Suburban,Bachelor,1670997600
0,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Disabled,a247ab71-e750-4657-9ee0-a4e15978176d,no_churn,0.019368561,0,no_churn,0.166266910987124,-0.0061699858882275,-0.0392202697684115,-0.105057556014617,0.0665199126046172,0.108239856948694,0.0985611991042606,-0.0591509374851557,Male,80,Yes,No,Employed,Suburban,College,1670997600
40,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,d6c00926-ce1b-4ef8-85ac-6acc3b9c42c5,no_churn,0.11667327,0,no_churn,-0.0370394513673454,-0.0124442167581582,-0.0304176967492458,-0.0504567548825161,-0.0094381282553058,0.0625006438795571,0.0186844766254853,-0.0204150230509185,Male,53,Yes,Yes,Employed,Suburban,Bachelor,1670997600
20,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,799d00ab-c61c-4e06-90b5-cf0306843fe2,no_churn,0.09461652,0,no_churn,-0.03098639209682,-0.0053115007572705,-0.0283792466602699,-0.0493429213332729,-0.0263994509757321,0.0239862592775261,0.0109852582769326,-0.0132888480673591,Male,42,No,Yes,Medical Leave,Rural,Bachelor,1670997600
9,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,062a03ad-be93-4ff4-a9b7-580807f3eabb,no_churn,0.23647681,0,no_churn,0.13043058487021,-0.0015231433145527,0.0264323744290868,-0.0416819299048438,0.110959595981531,0.136448185739755,0.0828170258863792,0.0783411581771179,Female,72,Yes,No,Employed,Suburban,High School or Below,1670997600
23,Yes,No,High Speed,Expired,One year,0hrs,Disabled,70c6b1a1-ed8d-4d70-9cf2-4cfabfd322a0,no_churn,0.097411186,0,no_churn,-0.0539865540226219,-0.003086590533021,-0.0867642083917417,-0.0264200962093673,0.0144396827584932,-0.053288520852966,-0.0183553873544588,-0.0415644772108589,Female,29,No,Yes,Employed,Suburban,High School or Below,1670997600
30,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f1b85777-ac25-437e-8279-f3accc7c5d38,no_churn,0.46250594,0,no_churn,-0.160936108122387,-0.011478663300877,0.0050537972833444,0.0851014351356388,-0.0338412654396142,0.0544701224519485,0.006488311367666,-0.0538837809015967,Male,26,No,Yes,Employed,Suburban,College,1670997600
24,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,220274e2-ea22-4706-bdad-be8084b925da,no_churn,0.01909014,0,no_churn,0.0117875445285972,-0.0027845204434561,-0.0443623857067541,0.0564152693355026,0.0200914489437127,0.0949214553475576,0.10111387185274,-0.050542165107272,Male,44,No,Yes,Unemployed,Suburban,Bachelor,1670997600
42,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,f896ee92-b212-4d7d-a654-3f780ea244ec,churn,0.13123725,0,no_churn,-0.0580055208001067,-0.0064315421259743,-0.0387647550101519,-0.0898535355990952,-0.0741246967120514,0.0429129025829206,0.0181560900141721,-0.0279150942893829,Female,26,No,No,Disabled,Suburban,Bachelor,1670997600
31,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,1b5aad17-e552-49a0-bdc4-2a958785a78a,churn,0.18270114,1,churn,0.0816465642392813,-0.0006525026682538,0.0479167666364082,0.0338080691245795,0.159907312269534,0.132588837714247,0.118199242393475,0.137559570706544,Female,38,No,Yes,Employed,Suburban,High School or Below,1670997600
20,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,9a3c2caa-448c-4aaf-a177-4dbc15d59f96,no_churn,0.3233942,1,churn,-0.0578680759361304,-0.0040417019490996,-0.101977321092254,0.0822346827215915,-0.0078293332290741,0.0445071859765812,0.045652012052451,-0.032218748758969,Male,78,Yes,No,Unemployed,Suburban,High School or Below,1670997600
31,Yes,Yes,Medium Speed,Expired,One year,<80hrs,Active,c186b13c-0209-4d88-be21-c935aca0ec0f,no_churn,0.18270114,1,churn,-0.0522189097861974,-0.0035991815513989,0.0055512350528442,-0.0784804636163335,-0.0657926478760964,-0.0957622600843842,0.0152236879982956,0.036052388091557,Male,25,Yes,Yes,Employed,Suburban,High School or Below,1670997600
24,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,3050f931-260e-41d5-a804-e83cafc6e512,no_churn,0.5940826,0,no_churn,0.0092175073403541,-0.0068718339386759,0.103327903454101,0.145728318546253,0.0149012880136615,0.1141840681536,0.0274298493572632,0.0680567549483566,Male,45,No,No,Employed,Suburban,College,1670997600
5,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,266925fc-8557-4b78-a088-bd35314948a0,no_churn,0.44171476,1,churn,0.149374687888085,-0.0011549346186802,-0.0087405641518398,0.113467614313622,0.0521795041922268,0.0809702133320934,-0.0306867487760973,0.0175640822805144,Male,26,No,Yes,Unemployed,Urban,High School or Below,1670997600
11,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,19931623-9005-4038-92ed-92e54ddb3ead,no_churn,0.010332896,0,no_churn,0.0409611513602158,-0.0112133815295055,-0.0368197340261122,-0.0756493289688478,-0.0773666585944556,0.0400740496652269,0.0079735512424849,-0.0079728100557258,Male,23,No,Yes,Disabled,Suburban,Bachelor,1670997600
25,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e2371bf2-84d5-41e9-adb6-50f80222144a,churn,0.6621719,1,churn,0.0413812951939689,-0.0044547374218018,0.0984820025056978,0.184176953504802,0.0023246895559532,0.107972559494656,0.0005802457842082,-0.0204891563768251,Male,69,No,Yes,Employed,Suburban,Bachelor,1670997600
8,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,910e4336-c542-4224-a5be-e2533e0e443f,no_churn,0.19843085,0,no_churn,0.101045675094183,-0.0046336979618899,0.0272648156220384,-0.0127053323122163,-0.0118329392148007,0.086649726347241,0.0941159875901212,-0.0427084372311401,Male,54,Yes,Yes,Medical Leave,Rural,Doctor,1670997600
49,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,63d1ab4d-517a-4445-b9bf-8d2ba2e975a5,no_churn,0.25057855,0,no_churn,-0.19253458881095,0.0178146976900825,-0.0188354299360344,-0.0464397617163922,-0.0315463637602806,0.0623941297770852,0.0130227688240756,-0.0229016032647541,Female,30,No,Yes,Employed,Suburban,High School or Below,1670997600
19,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,d04d03a1-368e-4edf-957c-073e1a0376d3,no_churn,0.010955252,0,no_churn,-0.0320059755638249,-0.0112387208091968,-0.0655253821193673,-0.0661560504577573,-0.0940126868243896,0.0400512137932128,0.002985951916271,-0.0231245009026861,Female,61,Yes,Yes,Employed,Urban,Bachelor,1670997600
2,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,6732dc80-2c0a-4ccf-9ff0-50238f9a4a69,no_churn,0.71372324,1,churn,0.156149457835468,0.0239370150413196,-0.0067329827009007,-0.104897153526063,-0.0286693545234447,0.122587528628665,0.114990896262352,-0.0597248916519311,Female,56,No,Yes,Employed,Urban,Bachelor,1670997600
55,Yes,No,Low Speed,Expired,Two year,100hrs+,Disabled,2b265d4e-c6d5-441f-ae0c-390420bc6def,no_churn,0.03396969,0,no_churn,-0.0700542765909676,-0.0042530783819529,-0.0191131944128574,-0.0531742500824339,-0.0242500761551127,-0.0889672922273803,0.0152070643064553,-0.0194210478399827,Male,44,Yes,No,Employed,Rural,Bachelor,1670997600
18,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,81c13ff8-5ec0-425c-aabb-183237ef7bb1,no_churn,0.043659482,0,no_churn,-0.0210612314804257,-0.0118915998403099,-0.0099946160573836,-0.0138686620072257,-0.0185249011285304,0.0494100687293757,-0.0099141059303565,-0.013683653254211,Female,75,No,No,Employed,Suburban,High School or Below,1670997600
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,a3e96f34-967a-414e-8e99-deae73526f79,no_churn,0.1452136,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Female,23,Yes,No,Employed,Rural,Doctor,1670997600
40,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,9f5fef81-a30e-4f91-84ef-7b2b1b990ec2,no_churn,0.22894216,0,no_churn,-0.052511166504978,-0.0038989885180126,-0.0157720552360842,0.101584424600305,-0.0238800416178037,0.0753030305419906,-0.0144804455483017,-0.0153709068145326,Female,32,No,Yes,Employed,Suburban,High School or Below,1670997600
70,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,451258a5-604c-42c0-827b-f806fae6f725,no_churn,0.012983835,0,no_churn,-0.120137953458661,-0.0078240769646799,-0.0073745191344278,-0.0006641403203866,0.0341250557085368,-0.182333832323575,0.0394765810221724,0.0437067362826201,Female,32,No,Yes,Unemployed,Urban,College,1670997600
18,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Active,ac4d5608-1f98-4450-802a-c511852281f6,no_churn,0.61286575,1,churn,0.0240085588018519,0.0557914658757363,0.0328245872929574,0.0096610502832481,0.030437067064995,0.108074846600757,0.111145553405568,0.06903072744165,Male,55,No,Yes,Employed,Suburban,High School or Below,1670997600
27,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,80f4735f-f8b5-4d07-97da-c2c578854a16,no_churn,0.042454172,0,no_churn,-0.0877900892367597,-0.0040447891937219,-0.0231215295521451,-0.0460728519784788,-0.0281610308842573,-0.0735560582720427,0.0126734863136607,-0.0189532892642182,Female,79,Yes,No,Employed,Rural,College,1670997600
1,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Active,5bf3b1e0-b9d1-4a22-8f09-383c37d3e86d,no_churn,0.8700521,1,churn,0.190760560843219,0.112319486968818,0.0223855899471527,-0.0042575757668828,-0.0402694614729898,0.132547245756596,0.0363568368904452,0.0547978409754796,Male,48,Yes,No,Employed,Suburban,College,1670997600
43,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,29d9009d-8b2e-46fd-aaf8-90bb6478a4e3,no_churn,0.25163424,0,no_churn,-0.162357494383423,0.015089058743315,-0.0139394402074003,-0.0310273088705434,0.0204263790927143,0.0491659915919945,-0.0267958615547058,-0.0395874748426285,Male,73,Yes,No,Employed,Suburban,Doctor,1670997600
48,Yes,Yes,Medium Speed,Expired,One year,<50hrs,Active,cdea70cf-853f-420a-a942-aaa970521653,no_churn,0.15876843,0,no_churn,-0.0965086483481354,-0.0041671707053683,0.0166268242312798,-0.0573445595243993,-0.0521057924543674,-0.0636541139066503,0.0312463831392869,0.0368809269989287,Male,41,No,No,Unemployed,Suburban,Master,1670997600
45,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,534eeb04-b48d-4f87-849d-681d79bd38b0,churn,0.38232958,1,churn,-0.239466991473382,-0.0049553742119678,0.0333986553206159,0.0735305620873987,-0.0211311378799564,0.0312467634676068,-0.0022595824065319,-0.0202223796184262,Female,48,No,Yes,Unemployed,Suburban,Master,1670997600
2,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,9c9c12f7-02bd-48e9-b81f-4f5fdba4f598,no_churn,0.20441607,0,no_churn,0.121811006720254,-0.0101717821365309,-0.051078438227687,-0.0784746861250823,-0.0331129000199507,0.0593293664094562,0.0750073734371108,-0.0294284848014103,Male,76,Yes,No,Medical Leave,Suburban,College,1670997600
56,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,66e7d117-88e9-43d0-bd83-f1b18204f39b,no_churn,0.2995065,0,no_churn,-0.198824235544898,-0.0015840671129626,0.0146130674909909,0.0463741699732054,0.0230952007423911,0.0804644325765548,0.0642358294867699,0.082599450619582,Male,78,Yes,Yes,Employed,Suburban,College,1670997600
57,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,26e6445a-f1c3-4eaa-9d9f-d11e877827eb,no_churn,0.028829891,0,no_churn,-0.0391121978940077,0.0198879742872759,0.0037824216634544,-0.014058208622248,-0.05348684464617,-0.222080515422158,0.0385576666932956,0.027483548162761,Male,42,No,Yes,Employed,Urban,Master,1670997600
59,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,4cdca3fa-a63b-4b91-94da-57a743ca507d,no_churn,0.033931937,0,no_churn,-0.120602812849465,-0.004245082698726,-0.0194802250047723,-0.0141442843868208,0.0503358386467334,0.0550219360954179,0.0494221127075616,-0.0453336349791243,Female,76,No,No,Employed,Urban,High School or Below,1670997600
71,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,a4c969e8-53e0-49e1-898a-ba9b997d86e4,no_churn,0.0415309779999999,0,no_churn,-0.164115227063276,-0.0040944318050787,-0.0235273837620025,0.0598177828585721,0.0277620582383406,-0.0798511574511758,0.0158699404744402,-0.030887733930067,Male,70,Yes,No,Unemployed,Suburban,College,1670997600
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,eca592d2-e469-4e47-96c0-2092df49ca3c,no_churn,0.6912943,1,churn,0.133617584123786,-0.0014600275354496,0.0868475249327093,0.0310565019018031,0.174129038375995,0.136295315592706,0.0471998099571646,0.0422881146843974,Female,77,No,Yes,Employed,Suburban,High School or Below,1670997600
45,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e70abc15-ee3a-4d55-88e3-8a963713a457,churn,0.38232958,1,churn,-0.239466991473382,-0.0049553742119678,0.0333986553206159,0.0735305620873987,-0.0211311378799564,0.0312467634676068,-0.0022595824065319,-0.0202223796184262,Female,39,No,No,Employed,Urban,College,1670997600
47,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,7e32cd99-363b-428c-b5d9-a5b9a2077af0,no_churn,0.39722753,1,churn,-0.0321198241402726,-0.0039587401643075,0.052263387697285,-0.0606388172774268,-0.0916004578488355,0.0798617803154138,0.0193845062155651,0.0477820132961096,Female,55,No,No,Unemployed,Suburban,Bachelor,1670997600
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,714868cf-4c98-4ac3-823a-5e1436caf039,no_churn,0.22200292,0,no_churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Male,63,No,Yes,Employed,Suburban,Bachelor,1670997600
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,e8c13165-8469-4313-a5e0-6dd32ac7a977,no_churn,0.002870379,0,no_churn,-0.111861627891128,-0.0068428706441068,-0.0156171903605695,-0.0411124330973302,-0.09137076077649,0.0347388333978324,0.0220290728676309,-0.0256558414165056,Female,73,No,Yes,Unemployed,Suburban,College,1670997600
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e9e6f6cc-9778-4d2c-bc7f-74747e3f8210,no_churn,0.9168004,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Female,52,No,Yes,Unemployed,Urban,High School or Below,1670997600
19,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Disabled,c99640ee-7b7c-4687-8c0d-63df432fb716,no_churn,0.012686122,0,no_churn,0.0113754578844418,-0.0037540733203059,-0.0191306718471605,-0.0168690758176126,0.0511887760525314,-0.126951729480952,0.0706586032028462,-0.0455434401086859,Female,74,Yes,No,Unemployed,Suburban,Doctor,1670997600
8,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,54d69211-4f56-430d-ad8f-28c2517a7f69,no_churn,0.0946966259999999,0,no_churn,0.0549765517790365,-0.0090997530117238,-0.003030618777152,-0.0596275641756983,0.081404118356495,0.0839623734921633,0.0013795026638035,-0.0269074231691229,Male,21,Yes,Yes,Retired,Urban,High School or Below,1670997600
6,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,765d4652-0166-46bc-9c56-e14fd9f31b76,no_churn,0.15480222,0,no_churn,0.0973011212184883,-0.0018894438590723,0.0087170521158714,-0.0773559394056792,0.0139947155809022,0.0817236589249023,-0.0107189278017176,-0.0128348616186485,Female,76,No,Yes,Employed,Suburban,High School or Below,1670997600
57,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,8ffefac3-5133-4605-9693-0cd6c64a8b38,no_churn,0.1338354,0,no_churn,-0.142389779964487,-0.003983949109097,-0.0131651847504872,0.0391554521099715,0.0079638502927628,-0.0870711122211196,0.0105095290768258,-0.0300449585923797,Female,49,No,Yes,Unemployed,Suburban,College,1670997600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,4fa5ed52-bb49-43be-8ffc-88c1aaf65cba,no_churn,0.387835,1,churn,0.295646155324894,-0.0082843212856823,-0.0083920348740321,-0.0339212130456326,-0.0434336902972154,0.138131791401456,0.0897623221942467,-0.0398757250646849,Female,47,No,Yes,Employed,Suburban,College,1670997600
3,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,c8e4b7f5-742a-4e84-a017-f251a6a2d465,no_churn,0.9086298,1,churn,0.142494634959721,-0.0070749904646709,0.033580932070854,0.0748179206475833,-0.0967686036075701,0.0864322512300896,0.0204033197722219,-0.0229116179087031,Female,64,No,Yes,Employed,Suburban,High School or Below,1670997600
25,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,81facb77-1f00-4aa4-814c-0d8a21e140e9,no_churn,0.021674015,0,no_churn,-0.0082446132046788,-0.0044623665476319,-0.0569697880367402,-0.0350011409874241,-0.0207866383138934,-0.105026715808544,0.0099515025616619,-0.008486390840444,Female,28,Yes,Yes,Employed,Rural,College,1670997600
58,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6c3f9aee-d723-4989-b5d2-5ed0d78ce826,no_churn,0.17266956,1,churn,-0.199870410574831,-0.0050532303352474,0.0406025085761348,-0.0038326745020867,0.0400230376615672,0.047757522603747,-0.0535281897783534,0.068553856855724,Female,32,No,Yes,Employed,Suburban,High School or Below,1670997600
20,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,cdd12d61-bf70-4a13-b38a-81d6ed729d04,no_churn,0.09461652,0,no_churn,-0.0039257567313052,-0.0039250684726812,-0.0427911783615536,-0.0015900102297382,0.0557958281061292,0.075501420390874,0.0913234548412401,-0.069414839664214,Male,39,Yes,Yes,Employed,Suburban,College,1670997600
19,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,2822bb5e-6555-41c6-bd92-4d650248ee02,no_churn,0.024508901,0,no_churn,-0.0673715713231013,-0.008148359042716,-0.0535974326187988,-0.0802605418482289,-0.0648378984495684,0.0201569087362531,0.0121902380279334,-0.0271574957641223,Female,58,Yes,No,Employed,Suburban,College,1670997600
58,No,No phone service,Medium Speed,Expired,One year,100hrs+,Disabled,07e07262-8295-4d62-9e8e-4c64e247dde0,no_churn,0.111935526,0,no_churn,-0.0830915553600243,0.0074845767953502,0.0033910272621187,-0.0215217053695096,-0.0131796448778004,-0.103217176817545,0.0330853747237415,-0.0219770483266756,Male,75,Yes,Yes,Employed,Suburban,Master,1670997600
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,0d7c616d-553b-415a-98cf-d27661994035,no_churn,0.64695823,1,churn,0.170392655184141,-0.0010668479285232,-0.0393373246228839,0.0725068279808329,0.0627293786719019,0.12810956535076,0.0855104036224793,-0.0372696025415871,Female,48,No,Yes,Unemployed,Urban,Master,1670997600
19,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,128d4986-83d5-4131-a6b0-01599a68b5ae,no_churn,0.012686122,0,no_churn,-0.0740473597769323,-0.0076962820635526,-0.0447766582748681,-0.0805434166105351,-0.0292364427564825,0.0240103644834653,-0.0295788611941588,-0.0271574957641223,Female,53,No,Yes,Disabled,Urban,Bachelor,1670997600
18,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,a1476be5-57f4-4ec9-9d82-07c9f8703d3b,no_churn,0.7935339,1,churn,-0.0616137708372662,-0.0058379469625742,0.0541274479229923,-0.0604802482457034,-0.0676018110313179,0.0137614398196092,0.0186839866487207,0.0499347532660795,Male,43,Yes,No,Employed,Suburban,College,1670997600
1,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,773aaf11-dbef-4630-b5f5-fcfae9c045d1,no_churn,0.9168004,1,churn,0.234669228072835,-0.0067890286170404,0.0809157485562627,-0.0078704628414925,-0.0482530406024125,0.12360216545635,0.0483208260126957,0.0609974602280635,Female,75,No,Yes,Employed,Suburban,Bachelor,1670997600
69,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,9a63b426-b782-4e87-9d9a-3abb362e7209,no_churn,0.2644195,1,churn,-0.114188046369791,-0.0018888449756377,-0.0218943842051976,-0.0039688968725477,-0.0685152850900431,-0.0760627837744778,0.0255165543747534,0.0419755346511556,Male,25,Yes,No,Employed,Suburban,College,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,66c6cef5-207a-4928-ae83-9cfa563ebef9,no_churn,0.8244981,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,57,No,No,Employed,Suburban,Master,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,676fd49b-fcb7-4663-8ed7-33e16e32a335,no_churn,0.31131515,1,churn,0.213726928437554,-0.0155755538924131,-0.0846574146980128,-0.134447263797547,-0.0810223043626774,0.0896207830795174,0.0250453236959037,-0.0200200053045136,Male,66,No,No,Employed,Suburban,Doctor,1670997600
65,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,a01330c0-d4d0-4308-97a9-4d7d41ce9de5,no_churn,0.22617523,0,no_churn,-0.216428671338126,-0.0072987708067012,-0.0046225959305047,0.0251996455797143,0.0176359315110767,0.0374170953512748,-0.0574800348094731,0.026551248136111,Female,80,No,No,Employed,Urban,College,1670997600
63,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,83a591f4-7fd8-455d-91db-e3bdbca8aca0,no_churn,0.28456244,0,no_churn,-0.226419648247938,-0.0096034374832015,-0.0096548099729443,0.0483947931568491,0.0056269170517316,-0.0029318174804666,-0.0195299997612392,0.0150918501322121,Female,73,No,Yes,Unemployed,Suburban,Bachelor,1670997600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,d9bb18e3-7a4d-4014-b650-1facb91d2a44,no_churn,0.831256,1,churn,0.289490548228355,-0.0054611298928693,0.0413792627802195,0.109398550683354,0.0759879527511748,0.147179217331181,0.0360293951319908,-0.0284668220499588,Female,59,No,Yes,Employed,Suburban,High School or Below,1670997600
21,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,a98fe377-a723-4dca-a272-f4e5e20633ba,no_churn,0.013263785,0,no_churn,-0.0647234026849764,-0.0065165693279595,-0.041910295563257,-0.0590994965427216,-0.094095107368812,0.0132064766345592,0.0165280145734413,-0.0224157719242703,Male,75,Yes,No,Medical Leave,Suburban,Master,1670997600
41,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,7bfd8327-3cea-46ce-9762-c4be70df2d67,no_churn,0.39811668,0,no_churn,-0.152916543598358,-0.0032972083753338,-0.0248553358177196,0.0913590555203518,-0.0227760166671669,0.0434193333833809,0.0275229027972682,-0.0349823384066621,Male,32,No,Yes,Employed,Suburban,Bachelor,1670997600
18,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,c6bd54a0-4bd5-4991-a734-5c3380ccf4f6,no_churn,0.024813645,0,no_churn,-0.0188405272364616,-0.0092241780668518,0.0683974041872897,0.0067546305283212,0.101368683327019,0.0742078857095202,0.0757615284119856,-0.0609515746185025,Male,73,No,Yes,Employed,Rural,College,1670997600
19,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,09915fe4-9efa-41ca-9ab9-76083acb2a64,no_churn,0.010955252,0,no_churn,0.0264659012922493,-0.0022902366759808,-0.0315954894557035,0.0013528994379703,-0.049112404076186,0.0742747337278524,0.0940472642610984,-0.0521688172888752,Male,23,No,Yes,Disabled,Suburban,College,1670997600
56,Yes,Yes,High Speed,Expired,One year,<80hrs,Disabled,d1f65345-83ee-427d-b738-3395848742dc,no_churn,0.061398264,0,no_churn,-0.0356145662149901,-0.0046571562666576,0.0102140122188666,-0.0275615623856356,-0.089321053433523,-0.0905496257238701,0.0225740836362638,-0.0241102844902889,Male,62,No,Yes,Unemployed,Suburban,Bachelor,1670997600
65,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,409e1c30-680d-4b36-829f-a7456a3e48bf,no_churn,0.305267,1,churn,-0.121365645712549,-0.0005407689109415,0.0574009643870886,0.0586317600559687,0.0751891810336019,-0.0515799827023511,0.0442207549739032,0.0668509224203808,Male,49,No,No,Disabled,Urban,Master,1670997600
71,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Active,7e7371b4-028f-46fd-b7d5-0c19e760fd72,no_churn,0.009992222,0,no_churn,-0.141846125328366,-0.0054860739237847,-0.0061342601297292,-0.0314141664748967,-0.032989161312953,0.0473023380383165,0.0261006998081302,0.0254405986228357,Male,36,Yes,No,Employed,Rural,Bachelor,1670997600
18,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Active,da4124cf-3487-4397-9af1-c4d2dced13d0,no_churn,0.61286575,1,churn,-0.037247573756058,0.0571547161443777,0.0023802873618979,-0.0093125738620619,-0.108987052693519,0.0621656128308859,0.009052121999739,0.0457683110289872,Male,44,Yes,Yes,Employed,Suburban,High School or Below,1670997600
63,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Disabled,d55f32f5-5fc8-48f7-98c4-36b35e02936f,no_churn,0.02166943,0,no_churn,-0.0853829257846337,-0.0030649388202436,-0.0147134509824718,-0.0144388216265178,0.0164064060982855,-0.135695326992463,0.0349842748253286,-0.0271213690961667,Male,30,No,Yes,Employed,Suburban,Master,1670997600
7,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,0915ddd6-e46c-4c09-b4cf-3b37a67fdad1,no_churn,0.2749093,0,no_churn,0.0079613984053912,-0.0085492215562044,-0.026820090304518,-0.118348546745001,-0.0141968627901223,0.0361685541712176,-0.0112371803169116,-0.0110747801593697,Female,67,No,Yes,Unemployed,Suburban,Bachelor,1670997600
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3c110486-2ab7-4863-8bf6-d4887b9bc449,no_churn,0.18586853,0,no_churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Female,78,No,Yes,Employed,Suburban,Bachelor,1670997600
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c8c723eb-892b-4aeb-b5df-c4fb1b2c2648,no_churn,0.45380515,0,no_churn,-0.299395519305617,-0.0037702399887484,0.0182674266750063,-0.0786978698488246,0.0015635217918588,0.0340307355630329,0.0266501525573039,0.0323256404512176,Female,34,No,No,Unemployed,Suburban,Master,1670997600
19,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,1205113c-2959-4667-b6b2-473ca722a776,no_churn,0.010303193,0,no_churn,0.109093953789634,-0.0031101597227461,0.0317874788799599,0.0872693239020099,0.0211721386514545,0.0879131881346984,-0.0371523153203088,0.0173335806667091,Male,46,No,Yes,Employed,Suburban,High School or Below,1670997600
0,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,fdb97750-33cb-4023-bd81-64b7cacec9f4,no_churn,0.019368561,0,no_churn,0.185038763011321,-0.0052493033386053,-0.0419963741282799,-0.134698239867707,0.0088473046272883,0.114894594114312,0.0943182228249179,-0.0527042996328054,Male,38,No,No,Employed,Suburban,High School or Below,1670997600
0,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,3e1d106a-355e-4b8b-9c7f-af0602d12d8b,no_churn,0.019368561,0,no_churn,0.217991253532382,-0.0068192056921907,-0.038408139509811,-0.0610229198864817,-0.0079125920684873,0.107800434716701,0.0703590094333412,-0.0167363859283796,Male,69,Yes,Yes,Employed,Urban,College,1670997600
18,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,bb3fd836-b21e-462e-93a3-c8f81da484b2,no_churn,0.61286575,1,churn,-0.0168849756403369,-0.0174424051467895,-0.0034477640594332,0.032624357993327,-0.0326302668141033,0.0543185916360607,0.026427647410228,0.0480086611505703,Male,33,No,Yes,Unemployed,Urban,High School or Below,1670997600
11,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,92c1aa3b-0764-4312-bedf-c0c49652d4c4,no_churn,0.009009459,0,no_churn,0.0495487223492864,-0.004032394289461,0.0528871992517088,0.0319746835961177,-0.122747304675622,0.0924702156533931,0.0826269918056277,-0.0597542644405257,Female,80,No,No,Employed,Suburban,Bachelor,1670997600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,bf93ce65-5ef7-4b80-a86b-fc5a768b023a,no_churn,0.8660008,1,churn,0.300044787828861,-0.0045216765536088,0.020065032352586,0.114492659743405,0.0470365346450171,0.163798924405828,0.0455072186358984,-0.0276527411552342,Female,21,No,No,Employed,Suburban,College,1670997600
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,1c2c0414-e0be-4108-9400-9752bca2015f,no_churn,0.44815066,1,churn,-0.188533242181729,-0.0025654158699398,0.0555521926173241,-0.0671664464710738,-0.0087581406556637,0.0624531298574493,-0.0237903253032163,-0.0377179028497266,Male,53,No,Yes,Employed,Rural,College,1670997600
41,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,cceebb0a-e170-43d0-a211-aa5595e1a436,no_churn,0.0211072379999999,0,no_churn,-0.0759931032968052,-0.0068354587805151,-0.0284316546095306,-0.0808995018426958,-0.0596073029095441,0.0424982121163702,0.026551716369313,-0.0338090590258434,Female,41,No,Yes,Unemployed,Urban,College,1670997600
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,67be4dbe-580d-43ba-9d60-5157e855a111,no_churn,0.6225006,0,no_churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Male,21,No,Yes,Employed,Suburban,High School or Below,1670997600
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,8addab30-5c52-4fec-92cd-2ae73aa87db1,no_churn,0.48922464,1,churn,0.236828058960073,-0.0066962266764676,-0.0365875964271344,0.0800460194198785,0.0255461856949659,0.136174306926287,0.0826665832134131,-0.0406434693588653,Female,31,Yes,No,Unemployed,Suburban,Master,1670997600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,ebe23e0e-581c-4863-8422-cafb2302d291,no_churn,0.3233942,1,churn,0.0284890605179134,-0.0037407929083019,-0.0347066070333494,0.0755871917805961,0.0752441521959735,0.101559730126246,0.081863598512773,-0.0467381193701658,Male,78,No,Yes,Medical Leave,Suburban,Bachelor,1670997600
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,58478433-19d4-477e-8668-676a421b8942,no_churn,0.0415309779999999,0,no_churn,-0.283783776925193,-0.0040295426215379,0.0157024707477148,-0.0014713764324642,0.0097179887520451,0.0279633050031316,0.0050232836877557,-0.0243023502400228,Male,77,No,No,Employed,Urban,College,1670997600
67,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,4e885984-d27e-4d0b-9014-d524a170bc96,no_churn,0.403275,1,churn,-0.115676283463818,-0.0109557118452903,0.0249259764540784,-0.0230911838841484,-0.0410124116874703,0.0307779022565682,0.0069070970185111,0.0390984632175332,Female,26,Yes,No,Unemployed,Rural,College,1670997600
17,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,d668f32e-5c8b-40c1-86a2-eaaff3eb82a3,no_churn,0.11268407,0,no_churn,-0.0152172697224159,-0.00574260376241,0.0185696613682739,-0.0847746931542951,-0.0688360964724779,0.0566877476762783,0.0638164264283295,-0.0435293241686667,Male,72,No,No,Employed,Suburban,High School or Below,1670997600
27,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,a2257dcf-016a-4aef-988a-5d311ecc285b,no_churn,0.042454172,0,no_churn,-0.0553991224337005,-0.0019541641347314,-0.0131345362354113,-0.024188052696918,0.0128967065021242,-0.0169887461483085,0.0750584691548829,-0.0353167025813399,Female,21,Yes,Yes,Medical Leave,Suburban,Bachelor,1670997600
64,Yes,No,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,8084a380-7056-42a3-9888-1db90bcff762,no_churn,0.009049045,0,no_churn,-0.0713670195281884,-0.0027467668534882,-0.0091686893000951,-0.0098450965624033,0.0103067566650679,-0.132088766325287,0.0311173079869968,-0.0232338784009516,Female,71,No,Yes,Unemployed,Rural,Doctor,1670997600
53,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e9ffd7ee-b462-4474-a415-19361ec0b3c3,no_churn,0.33283135,1,churn,-0.218457366675093,-0.0052995338301661,0.0062104072294823,0.0664129535701067,-0.0892918372222175,0.0171200709565255,0.0275158118643275,-0.0232366569030818,Female,38,No,Yes,Employed,Suburban,Doctor,1670997600
64,Yes,No,High Speed,Web_Chat_Support,Two year,100hrs+,Disabled,f46b258f-b1ce-4af4-8982-207d35fa1c7c,no_churn,0.009049045,0,no_churn,-0.0820162320802046,-0.0022475515373662,-0.0056204480285941,0.0049733721527263,-0.0066187326545514,-0.132974191901485,0.0459338058087087,-0.0284561735599345,Female,70,No,No,Unemployed,Rural,High School or Below,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,be2473ea-0a8d-4abe-8598-06d765290265,no_churn,0.7874616,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Male,71,Yes,Yes,Unemployed,Suburban,Master,1670997600
46,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,898d235a-e807-4d43-a01f-5b0ad9791f3c,no_churn,0.014364658,0,no_churn,-0.0713206254970919,-0.0026771800525602,-0.0593603926383048,0.0204421285456646,0.0662459650633263,0.0523174306251894,0.0909914107511031,-0.0599506013472637,Female,36,No,No,Employed,Rural,High School or Below,1670997600
26,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,5ba45f29-53cb-430e-b66d-f751cf2c0379,no_churn,0.022820897,0,no_churn,-0.118228334214828,-0.0123728418893369,-0.0667153042842983,-0.0517493612323505,-0.0261229607437235,0.0156265722307125,0.0105626271685923,-0.0200265491933714,Male,40,No,Yes,Employed,Suburban,Bachelor,1670997600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d151f696-48f7-4f7a-ae47-17f5862119d0,no_churn,0.78686523,1,churn,0.0802101805175789,-0.0044789411211422,0.0660933616369857,1.64468288767239e-05,0.0864066068563261,0.117119096057504,0.0572969332040429,0.0348657274122342,Male,58,Yes,No,Employed,Rural,Bachelor,1670997600
47,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ea08bdb3-7abd-41f3-9b86-1c60d1c6b1b3,no_churn,0.3245129,0,no_churn,0.0295276756399289,-0.0009476044452094,0.130848384450037,0.216708665494152,0.0810477491885467,0.118603491889162,-0.0018596202452863,0.0181989562767557,Male,27,Yes,Yes,Employed,Suburban,Master,1670997600
9,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,00706799-8ca0-4997-8a31-7d33776aea56,no_churn,0.18586853,0,no_churn,0.18621463534846,-0.0034539705186762,0.0006159058630601,-0.0090611799895759,0.106550565330599,0.102598932898791,0.0495032300434468,-0.0319798319422989,Female,39,No,No,Employed,Urban,Master,1670997600
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,db07ca18-66a5-44c2-b4f6-b4ec194175f9,no_churn,0.3245129,0,no_churn,-0.0103734011788765,-0.0014476280681628,0.101715700001314,0.162570260320972,0.0383122053145143,0.0986145671201302,-0.0354629624543849,0.0181989562767557,Male,63,No,No,Unemployed,Urban,College,1670997600
64,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,265f6f20-5dd4-4037-a931-ee4c448c18ba,no_churn,0.009049045,0,no_churn,-0.131150153204289,-0.0174235713598682,-0.03397222851695,-0.0312365158437387,-0.0674589968318105,0.0235182293211164,0.0150025854869818,-0.0163055010040898,Female,23,Yes,No,Employed,Suburban,Bachelor,1670997600
17,Yes,Yes,Low Speed,Expired,One year,100hrs+,Disabled,978bb962-6900-4866-9105-3e66282bfd95,churn,0.11268407,0,no_churn,0.0098690654814254,-0.0031381250837512,0.0198534446481971,-0.0721854435292607,-0.0119088561123408,-0.0843361075390021,0.0604610829560806,-0.047641213281222,Female,77,No,Yes,Employed,Suburban,College,1670997600
19,Yes,No,High Speed,Phone_Support,One year,100hrs+,Disabled,fb984d29-c980-41e3-9812-ffd7189e1494,no_churn,0.024508901,0,no_churn,-0.0021977364803115,-0.0048811599730106,-0.0645153800345906,-0.030063987072026,0.0244271556236435,-0.113522281080341,0.0584868865556563,-0.0417596515397508,Male,29,No,No,Employed,Urban,Doctor,1670997600
8,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Disabled,07cd92ec-0810-487d-b7c0-fa8849879937,no_churn,0.19843085,0,no_churn,0.140541109604483,-0.0074397776075875,0.0176900132781247,0.000226905851232,0.141317196663331,0.106843685783069,0.0797318338508012,-0.0514371137857779,Male,47,No,Yes,Employed,Suburban,Bachelor,1670997600
4,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,aa15f021-0eaf-4251-b7ec-f6de53e75aa9,no_churn,0.32655725,0,no_churn,0.189874822502325,0.0013663394520335,-0.0244556369804013,-0.015306150041024,0.01467786754205,0.103908652805831,0.0809166442223613,-0.0550748695035326,Male,59,No,Yes,Employed,Suburban,College,1670997600
10,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,913c70b5-d636-44bc-b4d0-181a061e32aa,no_churn,0.18538034,0,no_churn,-0.0077149376199849,-0.0126379934545184,-0.024300636981743,-0.0947429782394101,-0.0013274076622838,0.051339507310904,-0.0221976270382583,-0.0336242844809385,Female,76,No,No,Unemployed,Suburban,High School or Below,1670997600
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,afb61e3b-68e7-41f7-b02e-08d94ccb65ad,churn,0.7874616,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Male,44,No,Yes,Medical Leave,Suburban,College,1670997600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,3d639dd7-b3bb-4102-adf5-2fd942ebdc5e,no_churn,0.51004,0,no_churn,0.152993292081865,-0.0041666231840827,-0.012664892985822,0.0326860146563285,0.0525144568560426,0.121206932108307,0.0769962074127397,-0.0355802021276031,Female,53,No,Yes,Employed,Rural,High School or Below,1670997600
44,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,542de03b-8bdd-4363-92dc-b1b1a35c903a,no_churn,0.06668814,0,no_churn,-0.154766085997153,-0.0085646940839069,-0.0324151345540303,-0.0376895766340021,-0.0266289243379287,0.0242829674755648,0.0085222582631286,-0.021766962249685,Female,55,No,Yes,Employed,Suburban,High School or Below,1670997600
69,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,e54e1a27-5d4a-404f-9411-6f6fe2148e10,no_churn,0.2644195,1,churn,-0.127052554168649,-0.0064775462647958,-0.0173948539946104,0.104454750703426,0.0605705809448045,0.045054662368102,0.084250581527076,0.0575682277961277,Female,50,Yes,Yes,Employed,Suburban,High School or Below,1670997600
67,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Disabled,e64c8060-062e-4fd8-a72f-fb619eaa96c3,no_churn,0.0069095124,0,no_churn,-0.112967471798206,-0.0028515895126838,-0.0097225782572422,-0.0618220174802081,0.0131990563053295,0.0471931102385042,0.0429450152088247,-0.0399996769787048,Female,74,No,Yes,Employed,Urban,Bachelor,1670997600
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,ad056f9d-3b5e-47ed-8268-4f2b2b1d8f10,no_churn,0.722312,1,churn,0.0556913010262724,-0.005684919666055,0.0232967218174962,0.0639631150805689,0.0355856515404502,0.102964603600012,0.0054467370161546,-0.019949834889685,Female,60,Yes,Yes,Employed,Urban,College,1670997600
48,Yes,Yes,Medium Speed,In_Store_Support,One year,<80hrs,Active,a6bf9398-87c5-4d57-889e-a114d8715c09,no_churn,0.15876843,0,no_churn,-0.0514700096187471,-0.0057880947129524,-0.0288019442362929,-0.0820031800931883,-0.0705986480592946,-0.0407970851364734,0.0209449832640939,0.0394878231460688,Female,77,No,Yes,Employed,Suburban,College,1670997600
0,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,e25c89bc-3fe0-4be4-b51d-03d4b2f6df6d,no_churn,0.019368561,0,no_churn,0.0724141948145006,-0.0067087069778426,-0.0175623903879204,-0.0574495280260771,-0.0200517306345227,-0.198320169943936,0.0109261000405967,-0.0122739201803142,Female,26,No,No,Employed,Urban,College,1670997600
19,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,30835eec-76e3-4baa-98d5-c9842ab78ee8,no_churn,0.012686122,0,no_churn,-0.0088500680715287,-0.0041842472922871,-0.0383160885507732,-0.0500464589547209,-0.0309454285933861,-0.112575151525421,0.0196202012318963,-0.0187289100236375,Male,52,Yes,Yes,Employed,Suburban,College,1670997600
58,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,ff4f2c49-2f7d-4f90-9a23-f6a6cba66d73,no_churn,0.02515031,0,no_churn,-0.0634800772124072,-0.0027674636760275,0.0058984349963429,-0.009639440720548,0.0379236991109974,-0.161086593187974,0.0260255311385662,-0.0319002427695522,Female,47,Yes,Yes,Employed,Rural,College,1670997600
18,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,1871b959-a827-4d21-8307-792a7cb6176a,no_churn,0.46556583,1,churn,-0.0956201063104072,0.0538702177152208,0.0085183520990949,-0.0568359727430652,-0.115891822438471,0.0617101598470071,-0.0589261881352922,-0.0258507932679822,Male,22,No,Yes,Employed,Urban,College,1670997600
23,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,365f77f4-1b13-49fc-b799-bf699a6afb7b,no_churn,0.097411186,0,no_churn,-0.129236474046566,-0.0122454497159924,-0.0506859915805762,-0.0681751415164126,-0.018723280449667,0.028904039089939,-0.0026673401689913,-0.0161965135554601,Male,71,No,Yes,Unemployed,Urban,Master,1670997600
20,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,351c9dac-f55a-4836-b3ca-1706ff9974d3,no_churn,0.026614107,0,no_churn,-0.027755124433097,-0.0042735711455316,-0.0231310142852362,-0.0404224000218619,0.0207322460788236,0.0471077431337016,-0.0208767847170656,-0.0132888480673591,Female,67,Yes,Yes,Employed,Suburban,Doctor,1670997600
69,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,661a5190-6100-47f0-851e-fe862fd98102,no_churn,0.06804758,0,no_churn,-0.0979612068079404,-0.0111853131248062,0.0247680185661829,-0.0441437494880801,-0.0665730094865739,0.0490768963985192,-0.0057646552400274,0.0477568666058232,Male,24,Yes,No,Employed,Suburban,Bachelor,1670997600
19,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,9282ce27-6913-4f54-b6ac-94c003de6e77,no_churn,0.010955252,0,no_churn,-0.0087486960756814,-0.0056714084019768,-0.024981761339477,-0.0600226967415028,-0.037795683848235,-0.116893211624983,0.0167970347797563,-0.0217097271392685,Male,48,Yes,Yes,Employed,Suburban,Master,1670997600
2,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,54536f95-9c98-4893-93eb-e4c5881cb87f,no_churn,0.71372324,1,churn,0.156149457835468,0.0239370150413196,-0.0067329827009007,-0.104897153526063,-0.0286693545234447,0.122587528628665,0.114990896262352,-0.0597248916519311,Female,60,Yes,No,Unemployed,Suburban,Bachelor,1670997600
25,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4d1869d8-09ea-46d2-bdf1-393d9e384fe6,no_churn,0.5110216,0,no_churn,-0.0833815493477232,-0.0079851399815925,-0.108923351849098,0.0896813105075671,-0.0033091287757088,0.037158403835383,-0.0114311754819573,-0.0033355168715934,Male,79,No,Yes,Medical Leave,Suburban,High School or Below,1670997600
10,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,a871d533-304c-458e-91b5-b1da0aa7c21e,no_churn,0.63442135,1,churn,0.089315402401271,-0.0070729700855372,0.0186336637625845,0.1908976183306,0.0071085797978048,0.106429744375937,-0.0337267532821852,0.0084996773166312,Male,64,No,Yes,Disabled,Urban,Bachelor,1670997600
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,c2c9b724-5212-4740-9b17-33b3c2d6341e,no_churn,0.46250594,0,no_churn,-0.0885183512853609,-0.007289507622645,0.0301648270759778,0.0260197328480808,0.040369538413006,0.0541127182005539,-0.0233718267293625,-0.0040049804722275,Male,35,No,Yes,Unemployed,Rural,Bachelor,1670997600
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a79d0f27-5db3-4179-a16a-865602f3134c,no_churn,0.6971973,0,no_churn,-0.16854579119612,-0.0033163069699912,0.0345276653530254,-0.0471077410102316,-0.048090519585985,0.0578596230848779,-0.0496220706554049,0.0193570094265123,Female,49,Yes,Yes,Unemployed,Suburban,Bachelor,1670997600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8667ef3e-9170-44e1-8560-8d33875a0f2d,no_churn,0.18538034,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,43,No,Yes,Employed,Suburban,Bachelor,1670997600
55,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,522b8341-e824-4aeb-9ab0-cc44b62b00cd,no_churn,0.07016234,0,no_churn,-0.0981595232874087,-0.0049684038892883,0.0171341477551095,-0.110436001730741,0.0627948880501753,0.0324277365842681,0.0715426067515863,-0.0446343279994607,Female,33,Yes,Yes,Employed,Suburban,Master,1670997600
68,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,90e425bd-62be-48c2-b90b-df2c358c6b34,no_churn,0.020048443,0,no_churn,-0.103669549102615,-0.0133580106423687,-0.062258486366336,-0.0401384247059468,-0.0949274967164456,0.0328705702798652,0.0205747578362206,0.0318804877236834,Male,57,No,Yes,Employed,Rural,College,1670997600
1,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,9d75b5bd-d88f-45b3-aa5e-092e61a6387b,no_churn,0.5893651,1,churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Female,23,No,No,Employed,Suburban,Bachelor,1670997600
54,Yes,Yes,Medium Speed,Expired,Month-to-month,0hrs,Disabled,aa64297c-d208-4871-bc2e-2051092c1330,no_churn,0.14362577,1,churn,-0.141154268368864,-0.0119067189693305,0.0125638455674379,-0.0794347701576589,-0.0116665174127228,0.0307497200169382,-0.0214725344431099,-0.0333715745430163,Female,40,No,No,Unemployed,Rural,College,1670997600
1,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,916107ce-d987-4993-99bc-0dccd60bea9c,no_churn,0.8660008,1,churn,0.183083340596113,-0.0071652810076739,0.081302138711635,0.102442218890919,-0.0133192851847525,0.124761555327268,-0.0074526962310301,-0.0038994541549982,Male,70,Yes,Yes,Unemployed,Suburban,High School or Below,1670997600
50,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,f15973e1-45d4-4ffb-9f82-b44de3fb6c36,no_churn,0.08599969,0,no_churn,0.044974234268684,-0.0043946240354307,0.0649600975041903,0.0552258981452905,0.102587555569935,-0.0903989882601035,0.128224595712536,0.0797950872112051,Female,60,No,Yes,Employed,Suburban,College,1670997600
47,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,5ef9f0ac-b70c-44e0-9ec2-e32bc0621e7b,no_churn,0.39722753,1,churn,-0.0321198241402726,-0.0039587401643075,0.052263387697285,-0.0606388172774268,-0.0916004578488355,0.0798617803154138,0.0193845062155651,0.0477820132961096,Female,80,No,Yes,Disabled,Suburban,High School or Below,1670997600
42,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,17fc56c7-417b-4084-a073-ee143c0c9509,no_churn,0.13123725,0,no_churn,-0.0988359280440545,-0.0070253421004235,-0.0524904731512742,-0.108898809604643,0.0297341624074761,0.0346499138487433,0.0033904583999083,-0.025502513971187,Female,79,No,No,Employed,Suburban,College,1670997600
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,299d7905-8c0a-4a8f-bdf2-701a8d3f436c,no_churn,0.0022029055,0,no_churn,-0.11255103404933,-0.0025702354180759,0.0248087057067198,0.0170833675941491,0.0809085284148432,0.0876440363668007,0.0714464791039233,-0.0460579037809429,Male,74,No,No,Unemployed,Suburban,Bachelor,1670997600
60,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,da520f67-0358-4dba-846e-fba78e39ee72,no_churn,0.08603596,0,no_churn,-0.204934355698788,-0.0094384650221036,-0.0047856188263176,0.0219167711357022,0.0126497978205134,0.0009217682845974,-0.0063304763122368,0.0209744263718676,Male,26,Yes,No,Employed,Suburban,Bachelor,1670997600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3cc05f34-7934-44f9-b63f-30f6373e6ec0,churn,0.8430544,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Male,48,Yes,No,Employed,Suburban,Bachelor,1670997600
71,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Active,0515525d-9124-4d26-bca6-ee4ddd2b7de6,no_churn,0.009992222,0,no_churn,-0.141846125328366,-0.0054860739237847,-0.0061342601297292,-0.0314141664748967,-0.032989161312953,0.0473023380383165,0.0261006998081302,0.0254405986228357,Female,34,No,Yes,Employed,Suburban,Doctor,1670997600
19,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,6080384f-f313-431f-9c10-03bbe9390fb7,no_churn,0.012686122,0,no_churn,-0.0740473597769323,-0.0076962820635526,-0.0447766582748681,-0.0805434166105351,-0.0292364427564825,0.0240103644834653,-0.0295788611941588,-0.0271574957641223,Female,22,No,Yes,Unemployed,Suburban,Bachelor,1670997600
48,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,a9d21a26-da33-4d3e-9c58-4f644c7ce675,no_churn,0.18824439,1,churn,-0.141229851052426,-0.0003136022523858,0.0140297782444167,-0.0856175133002398,0.0281751778623311,0.0079388759432276,0.0212773724956741,0.0567136100326752,Male,73,Yes,Yes,Employed,Suburban,Bachelor,1670997600
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,6d54b343-d91f-4f29-ad40-25a95eda3b19,no_churn,0.0022029055,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Female,41,No,Yes,Employed,Suburban,High School or Below,1670997600
2,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,39f073b3-d847-4b78-985a-6cb1a54717fd,no_churn,0.83006626,0,no_churn,0.247121775767464,-0.005118388425617,0.0653467167891358,0.133214801470349,0.086091008160638,0.145555562914897,0.010631098046615,0.010564247672155,Female,23,Yes,No,Employed,Rural,Bachelor,1670997600
62,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,b2acd403-1d6a-4faf-a937-fb038395f142,no_churn,0.26120144,0,no_churn,-0.227289058302649,-0.0092960644723279,-0.0102805955460644,0.0518171025681385,0.0216178960380693,-0.0048231085763745,-0.0111694403627961,0.0203971166838346,Male,33,No,Yes,Unemployed,Rural,Master,1670997600
2,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,7e0a12e3-e44d-4e88-a7c6-5e337638cc31,no_churn,0.1452136,0,no_churn,0.162140596842428,-0.0114482837238392,-0.0267431330207864,-0.0383634232090298,0.0310802874255205,0.109742576246595,0.0854793109182173,-0.0561073033020329,Male,42,Yes,No,Employed,Rural,High School or Below,1670997600
65,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,cf17a567-10f0-4bdb-96be-1c6d319e67fe,churn,0.17061333,0,no_churn,-0.171863259410466,-0.0023052138128696,0.014015120230415,-0.0107936012045502,0.0100546640156426,-0.0578602072891044,-0.0644074738712242,0.0341338183335574,Male,72,Yes,No,Employed,Rural,High School or Below,1670997600
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,a1f9c85c-fd32-4736-8e8e-6a47adcdeba5,no_churn,0.387835,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,46,No,No,Employed,Suburban,Bachelor,1670997600
24,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,a0dd9e8e-c84f-40ee-a0dd-bcfc48c43dd2,no_churn,0.15850282,0,no_churn,-0.0003432820764192,-0.0028703792993837,0.0313462179547013,-0.0160531171365482,0.0386143797465319,0.0828298554230696,0.0966024704555047,-0.0691522935429293,Female,52,No,Yes,Employed,Suburban,Bachelor,1670997600
45,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Disabled,87d79883-c0b7-4f98-92fe-a6bafe39b992,no_churn,0.38232958,1,churn,-0.0766482612854179,-0.0028431917469515,0.0824729002465119,0.0916984195753502,-0.0117937166542105,0.0872052190342583,0.058725256934731,-0.0211761072107492,Male,47,No,Yes,Employed,Suburban,Bachelor,1670997600
42,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,bab2fc70-e736-400c-b821-10c36fb2240b,no_churn,0.13123725,0,no_churn,-0.0748071558557057,-0.0101526842219027,-0.0410670476550512,-0.0850668885380309,-0.0479349831731724,0.0326922356732302,-0.0234808354790402,-0.0192087928521141,Male,75,Yes,Yes,Unemployed,Rural,High School or Below,1670997600
28,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,93549e9c-950e-4861-a86a-8153310a0c97,churn,0.17097846,0,no_churn,-0.115983353687807,-0.0033535870494779,-0.0253664041051888,-0.0744392470601087,-0.0930829727985474,-0.0508119233870093,0.0450269867435963,0.0489843464852856,Female,29,No,Yes,Employed,Suburban,College,1670997600
17,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,c688d17d-d3f2-44f7-811f-aaed53253456,no_churn,0.11268407,0,no_churn,-0.0152172697224159,-0.00574260376241,0.0185696613682739,-0.0847746931542951,-0.0688360964724779,0.0566877476762783,0.0638164264283295,-0.0435293241686667,Male,58,No,No,Employed,Suburban,College,1670997600
41,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,76686ee5-a720-451a-a582-4a985188a1eb,no_churn,0.0211072379999999,0,no_churn,-0.0759931032968052,-0.0068354587805151,-0.0284316546095306,-0.0808995018426958,-0.0596073029095441,0.0424982121163702,0.026551716369313,-0.0338090590258434,Female,33,No,Yes,Employed,Urban,High School or Below,1670997600
30,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,1b5b9b9f-fdde-4c12-9636-5656a3dec603,no_churn,0.10875647,0,no_churn,-0.0334174838382068,-0.0051496997957019,-0.0168149881063345,-0.0154522895041372,0.0491788679465662,-0.217462439999399,0.0186083980697549,0.0609953871941616,Female,63,No,Yes,Disabled,Suburban,Bachelor,1670997600
70,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Active,ec926737-7418-426a-a907-270ba3a722d8,no_churn,0.01949972,0,no_churn,0.0138512620376786,0.0020505727457566,0.0633711037442663,0.0502989064114081,-0.0183092408023185,-0.19963681187086,0.0874485066286433,0.0775344763844623,Male,63,No,Yes,Employed,Rural,High School or Below,1670997600
54,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,a7090e42-ebc5-4cd1-854a-a606deca1a79,no_churn,0.019609684,0,no_churn,-0.0560572630729802,-0.0066619464495306,0.0357264253715766,-0.094929492531628,-0.0724084810426938,0.0494164856833595,0.031638368228032,0.0542497545086553,Male,49,Yes,Yes,Unemployed,Suburban,High School or Below,1670997600
63,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,2da26713-fd19-4a22-9d33-935b17d2d656,no_churn,0.50947326,0,no_churn,-0.226419648247938,-0.0096034374832015,-0.0096548099729443,0.0483947931568491,0.0056269170517316,-0.0029318174804666,-0.0195299997612392,0.0150918501322121,Female,49,No,No,Employed,Suburban,High School or Below,1670997600
64,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,afb94913-f480-4416-8f97-8695e06b3e19,no_churn,0.014552686,0,no_churn,-0.124684911051427,-0.002386602593142,-0.0214014399554798,-0.0012303146399608,0.0310885544477969,-0.221977863682723,0.0317699136717419,0.0397965126668896,Male,69,Yes,No,Employed,Suburban,High School or Below,1670997600
18,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,205964c4-b2df-405e-be72-5aae7b73ab06,no_churn,0.7935339,1,churn,-0.0363837716686612,-0.0130012972490567,0.0241692859905379,-0.0416142151405665,-0.126041316830961,0.0312016008951832,0.0016439880629241,0.0443329059859024,Male,55,No,Yes,Employed,Suburban,Bachelor,1670997600
31,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,5dbeb160-73de-472f-94b6-0f0b12ee9ec5,no_churn,0.48991165,1,churn,-0.0249595527823657,-0.0069917090829039,0.0607191727443569,0.123692654637944,0.0279985604004741,0.0896809772836149,0.0073304619355258,0.0618366225465797,Female,63,No,Yes,Employed,Suburban,Bachelor,1670997600
65,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,f6d399d4-c0dc-4ac8-83da-0bbbf4362ac4,churn,0.016988486,0,no_churn,-0.0323401831749834,-0.003655802259891,0.0114688524019402,-0.0477396835130821,-0.0018608150739237,-0.176817040020815,0.0287292138109478,0.0406893063672032,Female,74,No,No,Employed,Suburban,High School or Below,1670997600
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,346a518c-e287-4361-a85a-a9244627c76d,no_churn,0.32655725,0,no_churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Male,70,No,Yes,Employed,Suburban,High School or Below,1670997600
3,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,3ad91d31-e568-4d87-9651-df9a70af6abc,no_churn,0.6559264,1,churn,0.112596166978701,-0.0066082569050013,-0.0773950280531789,0.133795230088526,0.0169773748102488,0.0865506083442414,-0.0063481195253734,0.0055328519085014,Female,25,No,Yes,Unemployed,Suburban,Bachelor,1670997600
19,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,42bc8d48-b482-4525-b239-2551f86943ed,no_churn,0.012686122,0,no_churn,-0.0088500680715287,-0.0041842472922871,-0.0383160885507732,-0.0500464589547209,-0.0309454285933861,-0.112575151525421,0.0196202012318963,-0.0187289100236375,Female,26,No,No,Employed,Suburban,College,1670997600
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,cf62b592-4219-4d1a-90f3-8ada0112885d,no_churn,0.5893651,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,38,Yes,No,Unemployed,Suburban,Bachelor,1670997600
22,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,a32b65fa-3d56-4e02-a35d-fcb6d0844c91,no_churn,0.11261504,0,no_churn,-0.0636838286834608,-0.0038761520030857,0.0389712878894079,-0.0253670405328648,0.0682806941540184,0.0569693520874352,0.0031649373436448,-0.0234853991782711,Male,23,Yes,Yes,Unemployed,Rural,College,1670997600
25,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ea18fde3-2b87-467b-8e83-be3d60af8987,no_churn,0.6621719,1,churn,0.0175436500661999,-0.0019284327908462,0.0900976842248383,0.183251106661228,0.0441020164999463,0.0984022775587709,-0.0201472098934209,-0.0246805745289384,Male,36,No,No,Disabled,Suburban,High School or Below,1670997600
25,Yes,No,High Speed,Web_Chat_Support,Two year,100hrs+,Disabled,6737c9a7-5c2a-47ab-be57-9744586f4191,no_churn,0.021674015,0,no_churn,-0.0008091489976141,-0.0040180462714488,-0.0369733447872204,-0.0099807365544074,0.0475918743707916,-0.0898428208559744,0.0666142467908139,-0.041608176714235,Male,66,No,Yes,Unemployed,Suburban,Bachelor,1670997600
26,Yes,No,High Speed,Expired,One year,0hrs,Disabled,984517c7-fcb3-44af-ae3e-cd5d20b97ebf,no_churn,0.022820897,0,no_churn,-0.0683369229701111,-0.0035218458551025,-0.0400906884962205,-0.0377278275499156,0.0043816099692412,-0.0700623644010374,-0.0194409696191178,-0.034227143214639,Female,66,No,No,Employed,Suburban,Bachelor,1670997600
68,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Disabled,4ecf75d5-5aaf-4c68-9155-11f55e5d0506,no_churn,0.088851094,0,no_churn,-0.127072059056045,-0.0032590603438075,-0.0482848714489227,0.003610923635606,-0.004240777285031,-0.0830294054813748,0.0157128920092145,-0.0224637936837098,Female,64,No,No,Disabled,Suburban,Bachelor,1670997600
7,Yes,No,Medium Speed,Expired,Two year,0hrs,Disabled,ec576e01-78fe-4810-9e96-591438985df9,no_churn,0.0133703939999999,0,no_churn,0.0116632193082659,-0.0044324468080594,-0.0063695300349263,-0.0854475012125294,-0.0149963013281376,-0.132686209538042,-0.0180296028655993,-0.0187277786410504,Male,44,Yes,No,Employed,Suburban,College,1670997600
17,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,77756464-ccd2-4c28-84ea-c2dc63b9f1ad,no_churn,0.026081467,0,no_churn,0.0272269633401901,-0.004202124871881,-0.0313858283029549,-0.0416513537070932,-0.0188837458224406,-0.145902283893356,0.0202504855234383,-0.0194782637463958,Male,29,No,No,Employed,Suburban,Bachelor,1670997600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,279f4af8-6a76-477d-9f05-250cb1f557b4,no_churn,0.387835,1,churn,0.295646155324894,-0.0082843212856823,-0.0083920348740321,-0.0339212130456326,-0.0434336902972154,0.138131791401456,0.0897623221942467,-0.0398757250646849,Female,27,No,No,Employed,Suburban,Bachelor,1670997600
72,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Disabled,8dfd6362-90af-40b7-ab34-222157df9719,no_churn,0.002471827,0,no_churn,-0.110112120744784,-0.0033397307243239,-0.0127689742725988,-0.0045179180827744,0.0214210139086344,-0.147944172127709,0.0416730005833915,-0.0234372514425967,Male,72,No,Yes,Employed,Suburban,College,1670997600
66,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,575b5d8d-0e13-47ce-a6ec-78b14836bccb,no_churn,0.18950307,0,no_churn,-0.159984215536715,-0.0069321458016565,0.0080758945852539,0.0396732405615239,0.010068641550979,0.0450319784301154,-0.0720490998739342,0.0270895536596253,Female,23,Yes,No,Employed,Suburban,College,1670997600
25,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,81928ac5-50a9-4db9-810c-07599e81622e,no_churn,0.020725526,1,churn,0.0798163534573541,-0.0016016226857027,0.0598371982871867,-0.0115815425803339,0.0019560743005422,-0.0879502344834509,-0.011412260233501,0.0119098837947603,Male,42,No,No,Employed,Suburban,College,1670997600
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,46c9aae4-a7e1-444e-82fd-27d415006f45,no_churn,0.25520337,0,no_churn,-0.111023374726528,-0.0028317949137772,0.0812758899775462,0.0362533528133144,0.0598069661594308,0.0963610754347291,0.0031770357303958,0.0509308939632137,Male,52,Yes,Yes,Employed,Rural,Bachelor,1670997600
49,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,e8d7bcc6-a360-4365-b9e6-db1187a29cf1,no_churn,0.25057855,0,no_churn,-0.161238514372835,0.0147313386600126,-0.0074759832503423,-0.0286030760361882,-0.085643444683119,0.0433826784067059,0.010114998383915,-0.0242941482457354,Female,66,No,Yes,Employed,Urban,Bachelor,1670997600
24,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,bf7fe5c4-4b9f-4746-b41c-20e7f3b533a2,no_churn,0.008718948,0,no_churn,-0.117990088880988,-0.0111405455051135,-0.047325190099109,-0.023441792386784,-0.0543231209110308,0.0278750637347729,0.0035265782053193,-0.0262070555709397,Female,45,Yes,Yes,Unemployed,Suburban,College,1670997600
39,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7a79b538-700b-4041-b7e1-f481f618a6ef,no_churn,0.34910035,0,no_churn,-0.0149754211320669,-0.0050835452687897,0.119741590925869,0.0938102983807766,0.103293558389887,0.129614305723844,0.141552852979476,0.0630202212488984,Male,51,No,No,Unemployed,Suburban,College,1670997600
39,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,0c5e855b-f14d-4274-a79e-129fdebf197f,no_churn,0.34910035,0,no_churn,-0.027733261249723,-0.004603285325993,0.019637451148983,-0.0291768894566621,-0.0768634694368756,0.0870412813332495,0.0013001445643476,0.0341575934228239,Female,57,No,No,Employed,Rural,Master,1670997600
6,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e9b85e87-fd3e-4c16-a6f8-0111e3f81312,no_churn,0.6663383,1,churn,0.0788084375148719,-0.000956313520237,0.0117653031557256,0.143469274857544,0.0332499047867895,0.0945979504358865,-0.0438108813107828,0.0263501730410462,Male,59,No,Yes,Employed,Suburban,High School or Below,1670997600
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,1eb5fa57-e99b-41ea-bee0-e60832f9354d,no_churn,0.034240313,0,no_churn,0.143685526634335,-0.0033065565202559,-0.0430416258125751,-0.0079162964605166,0.10102146754688,0.11551542132961,0.0377249790330915,-0.0190423941138396,Female,56,No,Yes,Unemployed,Suburban,College,1670997600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,85759cbd-c824-4060-919f-508f879502b9,no_churn,0.68472755,1,churn,0.0928802146403813,-0.0030288511316712,0.0211347758218016,0.0225038027503433,0.042695858177467,0.107354633228265,-0.0529635856990353,0.0194441093154091,Female,55,No,Yes,Disabled,Suburban,College,1670997600
24,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,52733ef0-8691-49f6-884f-4e293367715f,no_churn,0.15850282,0,no_churn,-0.0003432820764192,-0.0028703792993837,0.0313462179547013,-0.0160531171365482,0.0386143797465319,0.0828298554230696,0.0966024704555047,-0.0691522935429293,Male,75,Yes,Yes,Employed,Urban,Master,1670997600
1,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,14733624-e6a8-4612-9f4d-a9367413257a,no_churn,0.8660008,1,churn,0.183083340596113,-0.0071652810076739,0.081302138711635,0.102442218890919,-0.0133192851847525,0.124761555327268,-0.0074526962310301,-0.0038994541549982,Male,26,No,No,Unemployed,Rural,Master,1670997600
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,4ee6e07d-50d6-4f13-a54f-d31b9aa8f681,churn,0.22200292,0,no_churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Female,57,Yes,No,Unemployed,Urban,Bachelor,1670997600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,b8234e8b-d7b7-4a99-9860-6fb6ffe7c111,churn,0.387835,1,churn,0.295646155324894,-0.0082843212856823,-0.0083920348740321,-0.0339212130456326,-0.0434336902972154,0.138131791401456,0.0897623221942467,-0.0398757250646849,Male,27,Yes,No,Employed,Suburban,College,1670997600
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,e8a992d1-7239-44f4-baec-f79a2958da41,no_churn,0.5758024,0,no_churn,-0.0962878643023305,0.0015366682887361,-0.00169052623889,-0.0882420013280307,-0.0984481393534997,0.0596392174840502,-0.0330661730127212,-0.0024673319643125,Male,48,Yes,No,Unemployed,Suburban,High School or Below,1670997600
27,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,cfccf04b-ea2b-4bee-9dcd-4eba2efad30a,no_churn,0.042454172,0,no_churn,-0.115939485009339,-0.0121395344345364,-0.0398805277287647,-0.0626160786831678,-0.0167297240716652,0.0278183146731407,-0.0275231659843029,-0.0220159506647087,Female,42,Yes,Yes,Employed,Rural,Bachelor,1670997600
66,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,b862b0af-15db-4361-8135-4e6975723a4c,no_churn,0.10890038,0,no_churn,-0.072862853137999,-0.0036784027121575,-0.0562880566683452,-0.0013539069700664,0.0345958833842451,0.0592955809310842,0.0351100045414295,-0.0438444003947097,Male,37,No,No,Employed,Suburban,College,1670997600
63,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,fd604821-6bb9-4009-86f5-b6fcbe978c63,no_churn,0.016409518,0,no_churn,0.0475377648605717,-0.0001101855802698,0.0194094617209884,0.076316234842352,0.0276890855595229,0.0831840778403602,-0.0367869391219574,0.0237343502206022,Male,47,No,No,Employed,Suburban,High School or Below,1670997600
25,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,2da4b49b-bd20-46c0-be32-fa547dc0725e,no_churn,0.5110216,0,no_churn,-0.0833815493477232,-0.0079851399815925,-0.108923351849098,0.0896813105075671,-0.0033091287757088,0.037158403835383,-0.0114311754819573,-0.0033355168715934,Male,60,No,Yes,Employed,Suburban,High School or Below,1670997600
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,c7a9be88-a900-49cf-9dbb-de76bb8e9da7,no_churn,0.6645246,0,no_churn,0.156617647698022,-0.0008620446710028,0.0408004155542948,0.144013284902167,0.0732287167533741,0.129461186101139,0.080732136177894,-0.0338884580917056,Female,35,No,Yes,Medical Leave,Suburban,Bachelor,1670997600
49,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,6650c308-4254-478e-abe7-1591a1ee34ce,no_churn,0.25057855,0,no_churn,-0.183964501702458,0.0160209318322631,-0.0092188353397341,-0.026388269406234,-0.0185877880189946,0.0661103569283113,0.0074243405218203,-0.0304223860514412,Female,21,Yes,Yes,Employed,Suburban,College,1670997600
71,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Disabled,09b54a08-130f-4571-8418-e4858a39abd2,no_churn,0.0415309779999999,0,no_churn,-0.129390162598866,-0.0024687984480442,0.0272567436807503,0.0666784061496309,0.0468573369428622,-0.0718687071011254,0.0785161730651634,-0.0546071424768706,Female,62,No,Yes,Employed,Suburban,College,1670997600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,649c1999-e769-4953-a1d8-58d46d5675f7,no_churn,0.9139671,1,churn,0.34117564532658,-0.0048932823505765,-0.0243099191901228,0.0981289615049991,0.0533948566199251,0.157543334007987,0.0613364214669172,-0.0276090504741841,Female,68,Yes,No,Employed,Suburban,High School or Below,1670997600
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,8cca5a6f-8a48-431e-b482-a2344d09fe34,no_churn,0.8271125,1,churn,0.246932197292663,-0.009574200441275,-0.0733051598723159,-0.0074996747346267,-0.0805655515220678,0.0851621833675653,0.0492908226329564,0.0540794526990066,Male,34,No,No,Medical Leave,Suburban,High School or Below,1670997600
72,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,63bbb9a7-4522-4030-8ad3-d52805faba37,no_churn,0.002471827,0,no_churn,-0.125672185396099,-0.0153399553911549,-0.0256455282462502,-0.0453810744470274,-0.0550132976302506,0.03554896780862,0.0132226252610553,-0.0207457041291581,Female,55,No,Yes,Employed,Suburban,High School or Below,1670997600
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5246a216-2a58-494f-8eb3-df8e1de3ce6a,no_churn,0.5940826,0,no_churn,-0.0490929088305892,-0.003603456713663,0.0644740732423542,0.0699868120628707,0.0164710423789802,0.100792520366886,-0.0206946085539311,0.046632441197089,Male,76,No,Yes,Medical Leave,Suburban,Bachelor,1670997600
5,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e6577dd7-3665-459d-b64c-249f8d87cb15,no_churn,0.68472755,1,churn,0.083139115341246,-0.0010856077329935,0.0138599115703073,0.0937462230573692,0.0311617106995072,0.0862987274811985,-0.0506441628709944,0.0266531056497569,Female,76,No,No,Retired,Rural,High School or Below,1670997600
51,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Disabled,7d45b1f9-184a-47b7-b629-ea08b016ed20,no_churn,0.0305036679999999,0,no_churn,-0.0413334575922226,-0.0070914666441785,-0.0506553623122272,-0.012344725586563,0.0323338838214294,-0.10196027722799,0.0618221832449398,-0.0297969296174324,Male,38,Yes,Yes,Employed,Suburban,College,1670997600
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,95bd910d-2199-45e6-93c3-ea2ba58c94d9,no_churn,0.08599969,0,no_churn,-0.0038214905467611,-0.0006351381314925,0.0312933091112608,0.0365920038158037,0.130052309593611,0.115983729984946,0.0452546334148974,0.0195878295293732,Female,71,No,No,Unemployed,Suburban,College,1670997600
40,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,86ac94b8-5d27-47c1-ba1a-811bfe04df62,no_churn,0.11605182,0,no_churn,0.0647494316724612,0.115094826822691,0.0578423641731944,0.0397893158019962,0.0451208791794499,0.16553336781217,0.0889403768306795,0.0439033018485588,Male,63,No,Yes,Employed,Suburban,College,1671084000
51,Yes,No,High Speed,Expired,Two year,100hrs+,Active,339a572a-bb61-4a23-b70d-cefba3ceb948,no_churn,0.016260503,0,no_churn,-0.0748091029938041,-0.0037921894031751,-0.019720640912692,-0.0327434345801884,-0.0797940822424061,-0.0980194323935575,0.0154794221101292,0.0243733080932179,Female,55,No,No,Unemployed,Suburban,College,1671084000
58,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,bb9dd900-25d7-405f-8718-b2981f86bf1b,no_churn,0.0230665,0,no_churn,-0.102636898444703,0.0182275406813641,0.0128280845217614,-0.118181486453993,-0.0651754824455611,0.0552745628984439,0.0762170329868922,0.0344204933609603,Male,78,Yes,Yes,Employed,Rural,High School or Below,1671084000
72,Yes,Yes,High Speed,Expired,Month-to-month,<50hrs,Active,da93462b-d132-4857-9e38-68c38ec66b3c,no_churn,0.005170811,0,no_churn,-0.169964524916852,-0.0033271317941012,0.0322450543950458,-0.012554421341731,-0.073673159530781,0.0694511628149894,0.051647191691768,0.0571496781405949,Female,27,Yes,No,Employed,Suburban,Master,1671084000
72,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,974a278a-0c65-4e75-98b6-4e003257c2c0,churn,0.022555605,0,no_churn,-0.151622002806228,-0.0124704571258666,0.0138850504297943,-0.0260942560726653,-0.0535079051067077,0.046878657622592,-0.0171445742868331,0.0410493351205104,Female,66,No,No,Employed,Suburban,High School or Below,1671084000
12,Yes,Yes,Medium Speed,Expired,One year,100hrs+,Active,3b9a666d-f651-4f5b-a15c-40b2cc98743f,no_churn,0.23573631,0,no_churn,0.0244578709498273,-0.0052078583249749,-0.0056966454165922,-0.159553909737078,-0.00196639330381,-0.0511173031874932,0.0575593219915208,0.0674987654358847,Male,32,No,No,Employed,Urban,College,1671084000
64,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,884b6ad5-6aac-4fc4-96d2-408dc089a0a7,no_churn,0.008393898,0,no_churn,-0.184508483062564,-0.0127729940552853,0.0201012677479866,-0.0661139018052563,-0.0618133718292119,0.0368817077540461,0.0250861533567149,0.0341134715256521,Male,49,No,Yes,Unemployed,Suburban,High School or Below,1671084000
72,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,ebe0c4e9-adeb-4da4-b348-e047df120098,no_churn,0.0036480573,0,no_churn,-0.132176273552614,-0.0048201156563845,-0.0029636016742597,-0.01962482240609,-0.0473339557804365,0.0502102087834737,0.016116988247395,0.0186668724582204,Female,52,Yes,No,Unemployed,Suburban,Bachelor,1671084000
29,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,866b371c-834e-4c79-9c91-c61093ec8374,no_churn,0.09792187,0,no_churn,-0.0865890837159759,0.0082218793367246,-0.0054435520488914,-0.0478621092778985,-0.142351046381054,0.0644929127001842,0.0195065327725114,0.0309983148186393,Female,31,No,Yes,Employed,Suburban,High School or Below,1671084000
69,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,3ba8375a-a40c-4cb0-89eb-aae3108ee07e,no_churn,0.012870586,0,no_churn,-0.130037529822657,-0.0017901547810834,0.0006845890426484,0.0053958994326785,-0.12981683881806,0.0538012748320761,0.0866202789560793,0.0561163308382401,Female,59,No,Yes,Medical Leave,Suburban,Bachelor,1671084000
66,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,b471ef1e-0925-48f6-90b2-4984a9dc176d,no_churn,0.020357618,0,no_churn,-0.0580047792076584,-0.0019132090891434,-0.0135082892192622,-0.0160584045630275,0.024362744731261,-0.224648644953704,0.0254911987968807,0.0452532308171066,Male,29,No,No,Employed,Rural,Bachelor,1671084000
56,No,No phone service,High Speed,Expired,One year,100hrs+,Active,8c23f028-a3da-4a14-bbea-c0ebb48701c3,churn,0.15604986,0,no_churn,-0.0438282286482854,-0.0158656280939794,-0.0270589694582713,-0.0227187620738914,-0.0136552206515898,-0.161926272620026,0.0165119519715426,0.0295149748189396,Male,43,No,Yes,Employed,Suburban,High School or Below,1671084000
46,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,e7d2fd82-5641-4fd5-9357-1d58d08c230e,no_churn,0.1297408,0,no_churn,-0.207545778186395,-0.0064729072244153,0.0188205279243356,-0.0448545797246697,-0.0346940279814225,0.0383587738054757,-0.0208002801874863,0.0281621198582433,Female,48,No,No,Employed,Suburban,College,1671084000
3,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,613f96f3-5942-41d9-a0f4-0aecc8b3887b,no_churn,0.3459338,1,churn,0.190211776040487,-0.0089422080908479,-0.0122100527084512,-0.0462205763303518,0.03617273036818,0.0980173653673955,0.0489708194451486,0.0619739992751783,Male,65,Yes,Yes,Employed,Suburban,High School or Below,1671084000
72,No,No phone service,High Speed,Expired,Two year,100hrs+,Active,b65cdc96-88c0-4274-a4f1-fad6fbcda30d,no_churn,0.0057622733999999,0,no_churn,-0.0780030307913329,0.0171892642179091,0.0004812553311558,-0.0151086370362736,-0.0092070477835477,-0.206164096537987,0.0055551264949122,0.0162310127180717,Male,58,Yes,No,Unemployed,Urban,Master,1671084000
59,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,f45d14d3-e6c5-40fd-bf14-6e7e04c812ac,no_churn,0.11809988,0,no_churn,-0.12131620914246,-0.0093828876269253,0.0371775000139678,-0.04529172940649,-0.0126573520741749,0.0606296043897327,0.0383998378215619,0.0484150854375184,Female,74,No,Yes,Unemployed,Suburban,College,1671084000
38,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,726c9d34-a854-4ade-a6ca-b58710944774,no_churn,0.056449596,0,no_churn,-0.0483285820491983,-0.0137115936032205,-0.0229204921123528,-0.176541144818984,-0.0134693251132011,0.041017105994797,0.0040989663438995,-0.0116710866296125,Female,25,No,Yes,Employed,Suburban,College,1671084000
16,No,No phone service,Medium Speed,Expired,Two year,<80hrs,Disabled,e4abe344-40c4-4c8d-b69d-0d94f3b0c88e,no_churn,0.026852287,0,no_churn,-0.0127985289658226,0.0176727080990167,-0.0010353396287564,-0.0424494487143965,-0.0031093485359997,-0.132491815275482,0.0475886774548052,-0.0224030544744164,Female,76,No,No,Employed,Suburban,High School or Below,1671084000
51,Yes,No,High Speed,Phone_Support,One year,<80hrs,Disabled,4b641071-aa28-49d3-8c67-6568fd884aa0,no_churn,0.043852735,0,no_churn,-0.0413334575922226,-0.0070914666441785,-0.0506553623122272,-0.012344725586563,0.0323338838214294,-0.10196027722799,0.0618221832449398,-0.0297969296174324,Male,37,No,No,Unemployed,Suburban,College,1671084000
34,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,f921539b-4bb3-4669-a68b-c4c6aba1298d,no_churn,0.1302726,0,no_churn,-0.0363099287958448,-0.0061467206757151,0.0549034941872741,-0.0549912936105192,0.0238260361984066,0.0187570303291613,-0.0048451126654254,-0.0125529892593294,Male,44,Yes,Yes,Employed,Rural,Master,1671084000
34,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,c077e8b7-41f5-48b7-9bbb-d842d8fc55b2,no_churn,0.020288432,0,no_churn,-0.123008917067182,-0.0039109395217565,-0.0577266919569365,-0.0991172958550759,0.0255001042524236,0.0365460714270739,0.0334276545966713,-0.0297361365063716,Male,38,No,No,Unemployed,Suburban,High School or Below,1671084000
34,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,c6320d4b-aa8c-4775-906d-672831d2fa7c,no_churn,0.1315824,0,no_churn,-0.162448907131684,0.0172499830690958,-0.0203313598536396,-0.0285252404769562,0.0359231773350074,0.0533829613224361,0.0484559327527176,-0.0369469833571292,Female,39,No,No,Unemployed,Suburban,High School or Below,1671084000
22,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,61aa2fee-175c-4295-a1d4-36a3a9d28ecf,no_churn,0.119507864,0,no_churn,0.0785512013310017,-0.011149616714847,0.0025560250081616,0.073067637599297,0.0065318254233534,0.0865583335033807,-0.0188675985820555,0.0077577952657884,Male,74,Yes,No,Employed,Suburban,High School or Below,1671084000
43,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ff89f227-c348-4edf-b476-82bb014ff4b7,no_churn,0.09285947,0,no_churn,-0.0823362497159087,-0.0101432644084479,-0.0179355175834689,-0.0706520005960646,-0.0354409302871454,0.0367876846383842,-0.0273895217671452,-0.0419163521958307,Male,20,No,No,Employed,Urban,Bachelor,1671084000
52,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,fcd38a11-6ca6-49ad-b340-3b3f88066f67,churn,0.07652202,0,no_churn,-0.111375133847687,-0.0061982708585492,0.035909064772477,-0.0150673472753987,-0.0838947129060216,0.0374552468725414,0.0213816326490086,-0.0147366305610739,Male,44,No,No,Medical Leave,Suburban,Bachelor,1671084000
5,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,384ede12-5682-4b02-bbbb-1b733216a397,no_churn,0.31191978,0,no_churn,0.0659849810340392,0.0003208051139336,-0.0200444559619836,-0.011749734890468,-0.0230508604791157,0.084160973343387,0.0091749921050632,-0.0235847550404105,Female,53,No,No,Employed,Rural,Doctor,1671084000
48,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,78135ba6-c92a-4ce1-8619-5e9c7a44f022,no_churn,0.10150672,0,no_churn,-0.0980491197805486,0.0235876538900447,0.0125385995698661,-0.0159811544780404,0.018941671561879,0.037822658269456,0.0739857199690504,-0.0518721804734923,Female,23,No,No,Employed,Suburban,Bachelor,1671084000
11,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,874c7765-5975-4142-8d16-34510a2dc5f1,no_churn,0.18242237,0,no_churn,-0.0274552829429012,-0.010598011449947,-0.0105387130971575,-0.130441789162778,-0.0316284564477246,0.0560658205463732,0.0278314943500481,-0.0282612123241051,Male,79,No,No,Unemployed,Urban,Bachelor,1671084000
57,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,bcd9aed3-ea4e-47e6-942d-f0fa605ec0fc,no_churn,0.048417818,0,no_churn,-0.102475087534567,-0.0223629725158025,-0.0344365410172667,-0.0428511051334498,-0.0463877443718865,0.0292281270711191,-0.0202366100758536,-0.0195042183078476,Female,35,No,No,Employed,Suburban,Bachelor,1671084000
57,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Disabled,edaef097-6271-4bdc-abd7-c4f2ca76ac29,no_churn,0.106979825,0,no_churn,-0.0755863455823509,-0.0040585805843875,-0.0144179324866854,-0.0298291763097313,-0.0500267768686717,-0.0627971081767646,0.0186805143201308,-0.0209907467115044,Female,43,No,No,Employed,Suburban,College,1671084000
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,b92f5044-ca0d-467d-b06d-67b69fa38613,no_churn,0.0056897146,0,no_churn,-0.0968882910998377,-0.0048580846769914,0.004772961832707,-0.0278378495446691,-0.0147155458998486,-0.13436271924581,0.0216301733642603,-0.0167667976579878,Male,78,No,No,Unemployed,Suburban,Master,1671084000
44,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ad16c5c2-2bb5-4235-b1b1-093f49ed2310,no_churn,0.10953701,0,no_churn,-0.154766085997153,-0.0085646940839069,-0.0324151345540303,-0.0376895766340021,-0.0266289243379287,0.0242829674755648,0.0085222582631286,-0.021766962249685,Female,67,No,Yes,Employed,Suburban,College,1671084000
17,Yes,Yes,Low Speed,Expired,Month-to-month,0hrs,Disabled,0790833e-5aa4-4c07-98a6-d43c52137397,no_churn,0.23612732,0,no_churn,-0.0057204686976547,-0.0073469572816975,-0.0151676754776235,-0.136213940972966,-0.0713284445361568,0.0417619558941441,-0.0314812950409395,-0.0435293241686667,Female,50,Yes,No,Unemployed,Rural,College,1671084000
2,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,db184ad7-3fb5-4ecd-9790-fd46dfea5092,no_churn,0.48930284,0,no_churn,0.292814350457302,-0.0098145254423798,0.107028819029674,-0.010864355948197,0.046229092925414,0.143388856543907,-0.0086822669783396,-0.0146261233051882,Female,79,No,Yes,Unemployed,Rural,High School or Below,1671084000
13,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,b3597684-0dc0-4a5e-8500-896518c70ddd,no_churn,0.010849058,0,no_churn,0.0854090294095476,0.133870207837372,0.0558714328641872,-0.0409804792889099,0.0403957250138319,0.140996821133649,0.0406828345244139,-0.0309225083275759,Male,72,No,Yes,Employed,Urban,Master,1671084000
19,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,720b102c-65a9-49e7-8173-cd8a6f5598d9,no_churn,0.1437279,1,churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Male,67,No,Yes,Unemployed,Suburban,High School or Below,1671084000
10,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,a27bc441-ebd7-48a9-bcee-6a97198e4a8f,churn,0.5457326,1,churn,0.148556468401089,0.156403275244966,0.0399285117194267,0.0177970417751203,0.0678257024931872,0.134422347105719,0.004430992707953,-0.015890486041676,Male,40,Yes,No,Disabled,Suburban,High School or Below,1671084000
23,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,81075ffb-fd8a-4732-b428-001800f95067,no_churn,0.06693209,0,no_churn,-0.159306547061888,-0.0126471055114234,-0.121549992248938,-0.0182627247359323,0.0358607634258532,0.0255577938233454,0.0401223261898758,-0.0288006651782416,Male,73,No,Yes,Employed,Suburban,High School or Below,1671084000
15,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,7789a183-6ae6-4c6a-907d-2e4d4b0315a6,no_churn,0.52622956,1,churn,0.0044182782135067,0.0433514159540118,0.0069518471812989,-0.166354401932858,0.0059314274176085,0.0780715318000784,-0.0180829169203025,-0.0033133324862046,Male,80,Yes,No,Employed,Urban,Master,1671084000
5,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,95b1f671-9b85-40a8-b54c-b43bb0498b5d,no_churn,0.15165362,0,no_churn,0.216590216884565,-0.0041732407911331,0.0692470802744537,0.0160721884005806,0.122552125605744,0.15711254218354,-0.0236831435118938,-0.0295080373338259,Male,63,Yes,No,Employed,Suburban,Doctor,1671084000
67,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,43e68779-a57c-4abd-91ab-0c92dd9a24b2,no_churn,0.022610936,0,no_churn,-0.124298369035714,-0.0153872589776074,0.0139063620397973,-0.0660192583747448,-0.0373152134569136,0.0339926003409345,0.0316108456463371,-0.0305158595852299,Male,43,No,No,Employed,Rural,High School or Below,1671084000
22,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,7a354eb9-6270-438f-b432-417e6afa6074,no_churn,0.25837103,0,no_churn,-0.0734300956573497,-0.0106152454108087,-0.0686902079616811,0.0048873000334424,-0.13169136420498,0.0130497422567168,0.0302151963542746,0.0272485238690569,Female,61,No,Yes,Employed,Urban,High School or Below,1671084000
72,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,cba54f0f-b75a-476a-862b-f051d57b53cf,no_churn,0.008176255,0,no_churn,-0.206349012873572,-0.0018286195367363,0.0115166582970073,-0.0225315959918498,0.050899175067193,0.0580718879469213,-0.0035761361319373,0.0647714894700038,Male,49,No,No,Employed,Suburban,High School or Below,1671084000
65,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,48743595-1266-47b4-bd34-22494306c0b9,no_churn,0.16030249,0,no_churn,-0.118500013342591,-0.003099564548138,-0.0030306607636339,0.0088094876750255,0.0387477325288728,-0.198530006692636,0.0439097777118331,0.0526670943604585,Male,47,No,No,Employed,Suburban,Bachelor,1671084000
71,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,021c86e5-7118-40f4-939b-3e5f03f0188a,no_churn,0.026885537,0,no_churn,-0.0911045766510688,-0.0050147491652751,0.0155743777383941,-0.0474850209071519,-0.1253191389727,0.0462379290748867,0.0285659392975503,0.0478524217705671,Female,71,No,No,Employed,Suburban,College,1671084000
33,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,0f3655c4-2b6b-4de0-b43e-6322e6770a81,no_churn,0.50794107,1,churn,0.0348439384058747,-9.26714785782679e-05,0.0469135522419856,0.0595608309898034,0.143632662414566,0.119700843754363,0.0980928429979576,0.11823852589212,Male,44,Yes,Yes,Unemployed,Suburban,Bachelor,1671084000
64,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,51d39512-582b-40dd-9a1d-3737952af2e8,no_churn,0.09585441,0,no_churn,-0.194158703186549,-0.0139269303178662,-0.0300770419707259,-0.0149597608447402,-0.0854483609686758,0.0323686110325979,0.0265026565222524,0.0206733773808718,Female,71,No,No,Employed,Suburban,High School or Below,1671084000
53,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,69074f12-cddb-463a-8c82-c2404eff3eb8,no_churn,0.17793675,0,no_churn,-0.0787867308957629,-0.0048897622623007,0.0132835799374061,-0.0202353123174361,-0.104585289835413,-0.0511274610850159,-0.0295979951605295,0.0447699626068879,Male,59,Yes,Yes,Employed,Suburban,Master,1671084000
72,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,ec61a335-3663-440f-94b8-3631d7b9e7bb,no_churn,0.05013333,0,no_churn,-0.151635441839103,-0.0054980364014772,0.0007389769136898,0.0475412943575429,-0.0230561252383631,-0.161690950237635,0.0015394281369253,0.0230347023353851,Female,48,Yes,No,Employed,Suburban,High School or Below,1671084000
72,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,a33840e7-4193-4818-91cc-af7b1e6a536b,no_churn,0.006305458,0,no_churn,-0.151635441839103,-0.0054980364014772,0.0007389769136898,0.0475412943575429,-0.0230561252383631,-0.161690950237635,0.0015394281369253,0.0230347023353851,Female,42,No,Yes,Unemployed,Urban,Bachelor,1671084000
61,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,c235dd11-4447-4d2e-b44f-f0b61c1ed9cc,no_churn,0.29762152,0,no_churn,-0.244639509079116,-0.0098544152433532,0.0060393575699163,0.0284106165935736,-0.0325760581904978,-0.0186574107794695,0.0199110028954601,0.0123402629370866,Male,34,No,No,Unemployed,Urban,College,1671084000
47,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,4e2420ba-9264-4e39-9dfe-796d3efe6cfa,no_churn,0.26497468,0,no_churn,0.0491192724601387,-1.2920369663334e-05,0.0717030240468375,0.158417460643823,0.0856877777165482,0.120840936637933,0.0778259067616136,-0.0026076021710468,Female,25,No,Yes,Employed,Suburban,College,1671084000
22,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,4cd78ea0-6f3e-4d65-8476-5f928d8c2fdf,no_churn,0.40964776,0,no_churn,-0.097056566252495,-0.0066632091225983,-0.114418741488007,0.0446971374930217,-0.048910145664031,0.0014140616854456,-0.0026878682273672,-0.0104008196018185,Female,21,No,Yes,Employed,Suburban,Bachelor,1671084000
15,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,488f2108-29b0-4cb5-8be7-371a216e850e,no_churn,0.48874977,0,no_churn,0.0010166513631247,-0.0046693661287281,-0.0606195811103953,-0.0254001908884129,0.0111051932841382,0.0645905511500404,-0.0394222650657502,0.0185016713221921,Female,62,Yes,No,Retired,Rural,College,1671084000
27,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,48a2061a-7efe-461f-91fd-34b907827514,no_churn,0.32006148,0,no_churn,-0.178946157633718,-0.0074322069365371,-0.108612678209065,0.0557110418769116,-0.111496390770826,0.0407714715023939,0.0260669428106211,0.0149118245846875,Male,22,No,No,Unemployed,Suburban,College,1671084000
28,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,18416621-9f56-4eda-9a92-4b501593932f,churn,0.5221783,0,no_churn,0.0600379772996257,-0.0029599542624418,0.133960324130858,0.186713094841407,0.0107043050587435,0.130996013418635,0.0614380589922575,0.0775840386419622,Male,51,No,No,Unemployed,Suburban,High School or Below,1671084000
63,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,e5778fea-e368-4303-8aa1-714b223e6268,churn,0.1348532,0,no_churn,-0.103289544322215,-0.0026049369035536,0.0448041364815435,0.0772733075262112,0.0373357362048045,-0.113175951400917,0.0241176664971135,0.0165134380081144,Male,32,Yes,No,Employed,Suburban,Bachelor,1671084000
18,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,246a03f1-ed19-4310-bae6-cf227fe2b505,no_churn,0.5576255,0,no_churn,0.0218482814403751,-0.002715071571074,0.0538529128951813,0.129377542353513,0.0514472071781801,0.0560514860640523,0.037306241674778,-0.0028614145566461,Female,65,No,Yes,Employed,Suburban,High School or Below,1671084000
69,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,7881a60f-41ba-40ad-8359-56cb396b67b7,no_churn,0.11974483,0,no_churn,-0.121767396410169,-0.0021747238737407,-0.0286769975302149,0.0736918997118664,-0.0580814440450194,-0.0531591041249248,0.0312147558756441,0.0499268581462911,Female,57,No,No,Employed,Suburban,Bachelor,1671084000
14,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Disabled,b6892b22-67c1-425b-8539-fe80f20954af,no_churn,0.6355901,1,churn,0.0415952745885397,-0.0039788203892749,0.0671366559026046,0.0544598856233005,0.0578779524589936,0.101823975537413,0.0550131827107907,-0.0361086371291139,Female,80,No,Yes,Employed,Rural,Bachelor,1671084000
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Disabled,f98a3eb7-b21d-486a-8782-a8caf05a2da8,no_churn,0.016533999,0,no_churn,-0.125865023517442,-0.0032905459959147,0.0063688789849015,0.0334103724218493,-0.035675805133078,-0.145715732847455,0.0155721391196721,-0.0138304356675826,Male,46,No,No,Employed,Rural,High School or Below,1671084000
54,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,500ca4c3-062c-4d3a-8d72-13d1191de887,no_churn,0.02082394,0,no_churn,-0.208192133189532,-0.01082184438299,-0.05489950755682,0.0548010756019357,0.0075303636710123,0.0091386945855083,0.0024642614768526,-0.0290470610974807,Female,44,No,Yes,Employed,Suburban,Bachelor,1671084000
3,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d2ba7b3f-f7b7-4339-82fd-8060ee6855a5,no_churn,0.6228664,1,churn,0.107149683253629,-0.0074867913132038,-0.052507487093444,0.159070642452498,-0.0218595623763485,0.070830778085301,0.0302254745873688,-0.0083377728836603,Male,47,No,Yes,Employed,Suburban,College,1671084000
66,Yes,Yes,Fiber optic,Expired,Two year,0hrs,Disabled,479d79ec-d96a-4dc2-8def-3c3150581761,no_churn,0.031382017,0,no_churn,-0.119543580437794,-0.0030855980548585,0.0125869633674483,0.0470049157837638,-0.0088083883263607,-0.150392612509986,-0.0136868069703086,-0.0331010473785499,Female,22,No,Yes,Employed,Suburban,High School or Below,1671084000
59,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d2702bf1-a6c8-4f36-a800-4956f9513f03,no_churn,0.22127771,0,no_churn,-0.22461674107396,-0.0110543396478351,0.008144030692747,0.0368359053377025,-0.0214945907509263,0.0044077503838252,0.0140789295405966,-0.0253270962839269,Female,46,No,Yes,Employed,Rural,Master,1671084000
29,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ebae7288-a71b-4401-91d9-bca26a110ece,no_churn,0.15946747,0,no_churn,-0.18299259305777,-0.0115740175190876,-0.0371304955812593,0.0750848373622648,-0.103820271665845,0.0288243348074684,-0.0184116511854153,-0.0175777224528428,Female,22,Yes,Yes,Employed,Suburban,Master,1671084000
67,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Active,70ff1ad0-e1ba-4c1a-aaae-db80f3992c55,no_churn,0.02153474,0,no_churn,-0.128262373171974,-0.0044569246911851,-0.0146342242667378,-0.0199230881566654,-0.0395026241444065,0.0450061229838684,0.0205821271977583,0.0221648336044199,Female,33,No,No,Unemployed,Rural,High School or Below,1671084000
0,Yes,No,Low Speed,Expired,Two year,<80hrs,Active,7855043b-0f23-4233-875e-235b0006fed3,no_churn,0.014512866,0,no_churn,0.0906476118252885,-0.0062144185234501,-0.0238615037123508,-0.0690835382076693,-0.0518988266805809,-0.19178322059086,0.0330804276942126,0.0300873162346852,Female,45,No,No,Disabled,Suburban,Master,1671084000
46,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,64d422c1-6682-466f-ac3a-ae6067d2bcda,no_churn,0.31754962,0,no_churn,-0.0855207942607739,-0.0032312898312125,-0.024107744965604,0.0361771851093976,0.0898691389426221,0.0744465032762354,0.066290704228511,0.0770501478094411,Female,50,No,No,Disabled,Urban,High School or Below,1671084000
3,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,c613d6e5-a150-423b-a597-1a06bb321363,no_churn,0.52046967,1,churn,0.0454622308881153,-0.0158746130519648,-0.101346431241709,-0.0970986178554812,-0.0546837426493311,0.0291339986769708,-0.0578016221780671,0.0098493125038112,Female,25,No,Yes,Employed,Suburban,College,1671084000
44,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,efa97866-80c7-49f4-a6bf-afdc53dd869d,no_churn,0.18831046,0,no_churn,-0.0502363372189483,0.102044129102496,0.0600961900065749,-0.0042123626917464,0.0388044232882521,0.105611109841884,0.032392251056226,0.0764744536313264,Male,53,No,Yes,Employed,Suburban,High School or Below,1671084000
34,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,a3d96cc9-eade-4cb9-bc92-fba28da3e65a,no_churn,0.40804163,0,no_churn,-0.218627019070168,0.0104088305145069,-0.0132284273575805,-0.0692209872516423,-0.0359930830267785,0.0606001117540836,-0.0066261169892914,0.0136605379104821,Female,37,Yes,No,Unemployed,Suburban,Bachelor,1671084000
5,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,bd337157-bfdf-4e25-ad99-f860fba3a4dc,no_churn,0.4827872,1,churn,0.250162847304473,0.0035807050675248,-0.0045813911518507,0.01228739978279,-0.0191571578655748,0.0894696382728398,0.105442889505084,0.105602253372963,Male,71,No,No,Medical Leave,Suburban,High School or Below,1671084000
37,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,28b4cb1c-7469-4e67-a2f2-cdbbd81ee8b8,churn,0.09069458,0,no_churn,-0.0269398933290358,-0.0036906044704664,-0.0289348252429954,-0.0829124366542146,0.0069865371322703,0.0689633795524787,0.0158205725441803,-0.0338426892395727,Female,51,No,No,Employed,Suburban,Bachelor,1671084000
69,No,No phone service,Medium Speed,Expired,Two year,<80hrs,Active,1757c59e-74e4-4376-b7f3-9bbe13ef17d5,no_churn,0.058853455,0,no_churn,-0.110961982225301,0.0132190637575422,0.0032998406730303,-0.0322205808589706,-0.0131887313669767,-0.145552060876134,0.0147170107059264,0.0216612878329533,Male,42,No,Yes,Employed,Suburban,College,1671084000
60,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,37031147-37e6-4fcd-bf94-66f97d37eafe,no_churn,0.26588035,0,no_churn,-0.0296582632499939,0.117542507837434,0.0507345123676714,0.0325412714113917,-0.0064761799020016,0.11034891355564,0.175911212095543,0.0700298827398546,Female,65,No,Yes,Employed,Suburban,Bachelor,1671084000
72,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,5c9533bd-abaf-460a-b773-4606f699c6f3,no_churn,0.016772345,0,no_churn,-0.206349012873572,-0.0018286195367363,0.0115166582970073,-0.0225315959918498,0.050899175067193,0.0580718879469213,-0.0035761361319373,0.0647714894700038,Female,20,No,No,Employed,Suburban,High School or Below,1671084000
2,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,d736c697-b77a-47ae-82aa-faab87b0f19e,no_churn,0.56694484,1,churn,0.143616271286219,-0.0053889928360604,0.0172362131781301,-0.0622503838688771,0.007249249964334,0.128042844312586,0.141446615027962,-0.0788946376374769,Female,27,No,Yes,Employed,Suburban,Doctor,1671084000
58,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,077ebc9a-fd4d-4d3b-a516-4c71eced2b27,no_churn,0.051251672,0,no_churn,-0.133803722827197,-0.0048866938168794,-0.0261391826206636,-0.0336868670793774,0.0525524942907577,0.0435273088294525,0.0622065282742187,-0.0487960171474514,Male,79,No,No,Unemployed,Urban,Doctor,1671084000
33,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,7b24656b-b918-44b5-86bc-4b83011c24ec,no_churn,0.014708027,0,no_churn,-0.124761635560526,-0.0083996623470739,-0.0305841341778796,-0.0505187354426925,-0.0456915830388607,0.0177838911508388,0.00731214104243,-0.0241664339323779,Male,36,No,No,Employed,Rural,Bachelor,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,dfd5368d-fe84-462b-8f1f-901212040519,no_churn,0.40280327,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,22,No,No,Unemployed,Suburban,Bachelor,1671084000
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,48f2469e-c7c1-47f1-ac1b-7e784ca5aa70,no_churn,0.50264704,1,churn,0.0626008975380545,0.081549403054114,0.0250051184610128,-0.0427187789509207,-0.0505500565585043,0.11652676753672,0.0693169123048937,-0.0343040293519698,Male,43,Yes,No,Unemployed,Suburban,Bachelor,1671084000
51,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,73e400ea-3cf5-469d-9e10-c0540fae07a8,no_churn,0.027573831,0,no_churn,-0.0848577243590079,-0.0050775616491955,0.0424991184103055,-0.0217172781748013,-0.11561643930625,0.0514510008302932,-0.0051807503443251,-0.0080265178351692,Female,52,No,Yes,Medical Leave,Suburban,College,1671084000
5,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,7501f5e2-c75e-4e89-bf0c-8e442e311582,no_churn,0.11497297,0,no_churn,0.0764510256966195,-0.0050825099378198,-0.0705160357195973,-0.0471044743614356,0.0366559151322871,0.079315667317187,-0.007460867077898,-0.0230814067999835,Male,20,No,Yes,Employed,Urban,Bachelor,1671084000
60,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,cdae3ea6-4570-4948-8c88-e95a6f4b161b,no_churn,0.01751768,0,no_churn,-0.0551326002906716,-0.0026780316990061,-0.0130375937964254,-0.030058189568208,0.0055269889423288,-0.0741905728341316,-0.0473028652751781,-0.0421532873029991,Female,78,No,Yes,Medical Leave,Suburban,College,1671084000
25,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,1060c676-90de-4e13-a629-0c043c3a82a1,no_churn,0.0237472779999999,0,no_churn,0.0052529046446306,-0.0011906225329948,-0.0169364409316949,-0.0132082409506438,0.0300212736679714,-0.0024797749909157,0.0682010729358808,-0.0269399255737971,Female,59,No,Yes,Disabled,Rural,College,1671084000
18,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,32cfbbfc-76a8-4c2f-9aa6-e1eebf774248,no_churn,0.1759341,0,no_churn,-0.08361400845572,-0.0014005244993495,-0.0102905837931894,-0.161818760437468,-0.0024310457551018,0.0541375289684538,0.0435802707059428,-0.0271890294168042,Male,36,No,No,Employed,Suburban,Master,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,376c6f96-d231-437c-8db7-ecc87a6d2db9,no_churn,0.61030227,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,52,No,No,Unemployed,Rural,Bachelor,1671084000
36,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,119eec70-40d2-4d3b-99a5-7458dfb7ee27,no_churn,0.039416216,0,no_churn,-0.0961858133332134,-0.0092797495309423,-0.0202564712905041,-0.100495572799273,0.0069528105123936,0.0377679939576501,-0.0141061411119062,-0.0134232083792176,Male,68,No,No,Employed,Suburban,High School or Below,1671084000
10,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,6d20b73f-fc35-4c48-94ca-6f558f8e8cc9,no_churn,0.12635301,0,no_churn,-0.0077149376199849,-0.0126379934545184,-0.024300636981743,-0.0947429782394101,-0.0013274076622838,0.051339507310904,-0.0221976270382583,-0.0336242844809385,Female,37,No,Yes,Employed,Suburban,Master,1671084000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cbc31284-27b9-4de3-9112-c3fd58a23662,no_churn,0.46451646,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,53,No,Yes,Unemployed,Rural,Bachelor,1671084000
3,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,90de416c-a2c0-45d6-b5fd-532651f235a4,no_churn,0.11699196,0,no_churn,0.116648515295365,-0.0094524020437529,-0.0268431426502138,-0.0684723654309164,-0.0408447207593235,0.0782023294828832,-0.0176705443343416,-0.0437363111823106,Female,57,No,No,Employed,Urban,High School or Below,1671084000
2,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,afb92d32-eda1-42c2-bc1a-395f6fb30c3f,no_churn,0.15921727,0,no_churn,0.0992624541228542,-0.014437049131593,-0.0771136252661381,-0.175074546992219,-0.0767243609741672,0.0324626738551523,0.0198693850810013,-0.0202894034477867,Female,48,No,No,Employed,Rural,College,1671084000
6,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,a3542b3c-f7ad-4716-bfbd-ff2d9b886d81,no_churn,0.39040986,0,no_churn,0.0045513530392418,-0.0046876208275716,-0.0143699780442148,-0.100382759845349,-0.0592804574970705,0.0555815775028099,0.0092225400302208,-0.0291608057837538,Female,28,No,Yes,Employed,Suburban,Master,1671084000
14,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,95264f18-3f47-49f0-b98f-b05b1f10fdf9,no_churn,0.04528108,0,no_churn,0.0157982006117345,-0.0151728265915426,0.0511236257340715,-0.0558657624433453,-0.0507022891579435,0.0649697257228217,-0.0341499479098365,-0.0030744916828371,Male,53,No,Yes,Medical Leave,Suburban,High School or Below,1671084000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,7e478f9c-9bde-40ba-bbaa-ca5e2c2b2180,no_churn,0.3294307,1,churn,0.295646155324894,-0.0082843212856823,-0.0083920348740321,-0.0339212130456326,-0.0434336902972154,0.138131791401456,0.0897623221942467,-0.0398757250646849,Male,60,Yes,No,Employed,Rural,College,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,cc6474ac-4415-45db-ac3d-fbaee8df891c,no_churn,0.24049869,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,51,No,Yes,Unemployed,Rural,Doctor,1671084000
44,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,06fa1818-3cad-420c-961b-2479c8572c70,no_churn,0.020643761,0,no_churn,-0.118847108777809,-0.0037560332515204,-0.0162678825808779,-0.0482597506578713,-0.0151797852594427,-0.0359414026792546,0.0379665312770976,-0.0287407198424352,Female,67,Yes,No,Employed,Urban,College,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,9a5d8235-d759-4061-8c58-0d209cbfe6aa,no_churn,0.3216037,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,44,No,No,Employed,Suburban,College,1671084000
14,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9bc7a64c-12f7-423b-9b2b-b48c09f0b968,no_churn,0.1952786,0,no_churn,-0.064122353687535,-0.008919070277434,-0.0494195410683005,-0.0651729461433205,0.0135415150515018,0.0517839180784449,-0.0608287993538124,-0.073388874244938,Female,37,No,Yes,Employed,Suburban,High School or Below,1671084000
14,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,a1e59afe-4720-4ab1-a16f-f4bfe875ea83,no_churn,0.06934374,0,no_churn,0.0345521377562181,-0.0123042699082725,-0.0678719707939126,-0.0017448337940004,0.060540597833733,0.0946021508695958,0.141324792532178,-0.0723469759761428,Male,47,Yes,No,Employed,Suburban,Master,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,74c2dc33-53b5-4a1d-836f-db8b1977fcb4,no_churn,0.30501375,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,60,No,Yes,Disabled,Urban,High School or Below,1671084000
40,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,12912dbd-7c47-4ee8-938f-1c4d4dd716fe,no_churn,0.0135185085,0,no_churn,-0.064314290225393,-0.0197251263422731,-0.0392112319234729,-0.0262722633129305,0.0200724306724623,0.0466680851742876,0.0016676582800118,-0.0079114134885185,Female,37,No,Yes,Medical Leave,Suburban,College,1671084000
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,93557485-2d9a-47d7-9115-a6442827825c,no_churn,0.17848876,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Male,74,No,Yes,Unemployed,Suburban,Bachelor,1671084000
21,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,f50cd244-b6ba-4f6f-abd1-1007edbe58ec,no_churn,0.30513757,0,no_churn,-0.0567167802477706,0.095507882386828,0.0428365681045943,-0.0205248677125109,-0.0133338849296342,0.0836177236790626,0.0722824366280747,-0.0426952260130201,Female,34,No,No,Unemployed,Rural,Master,1671084000
50,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,d400bfe2-b7b4-474f-9f7e-b02d20749383,no_churn,0.042398475,0,no_churn,-0.0210083849414877,-0.0070930399138705,0.0256474744950173,-0.0168888285293724,0.016417475131293,-0.207539353606107,-0.0284384066614802,-0.0301230884323558,Male,80,No,Yes,Employed,Suburban,College,1671084000
4,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,8138cf25-8aa4-48db-97c1-525ae4f29a5b,no_churn,0.16382387,0,no_churn,0.10355986569547,-0.0072536882064741,-0.013142617113026,-0.0775144578523122,-0.0482101821810101,0.0706371575049888,-0.0243491393410749,-0.0059990898267278,Male,41,Yes,Yes,Employed,Rural,College,1671084000
13,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,4364f039-5083-479e-a4c6-e71715d0769a,no_churn,0.012885084,0,no_churn,0.0040790910316763,-0.0062203367847541,-0.00529002640229,-0.0847764565675015,-0.0130654185581806,-0.15093675953719,0.0297806351616782,-0.0225968799471957,Female,39,No,No,Employed,Suburban,Bachelor,1671084000
28,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Disabled,381587cb-01bb-4df1-89f9-d0a80d1f8ddd,no_churn,0.12833151,0,no_churn,-0.0552235608686442,-0.0029572031562929,0.0198174871625633,-0.0081592031132277,-0.0203740962519987,-0.0999358258883694,0.0586998036300519,-0.0308935528032816,Male,20,Yes,No,Employed,Suburban,Bachelor,1671084000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,6d5a4929-35b0-40bc-82a2-928e144987fd,no_churn,0.25932106,0,no_churn,0.180618949931395,-0.0102381031183722,-0.059604199139103,-0.0478638351014797,-0.0890098603826845,0.098403064462509,-0.0261110866925628,-0.0009881399308505,Female,79,No,Yes,Employed,Suburban,College,1671084000
24,Yes,No,High Speed,Expired,One year,0hrs,Disabled,52c2c0eb-05e2-4cf2-96d7-8a561bb4d96e,no_churn,0.02609448,0,no_churn,-0.0668566134441152,-0.0033664966282594,-0.032910900457191,-0.0360043190106262,0.0057559692051654,-0.068412901132724,-0.0220711487419794,-0.0451597417582615,Male,31,No,Yes,Employed,Rural,College,1671084000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d4df8edc-2de3-4e47-b1ff-5a4e71928ea2,no_churn,0.30501375,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,77,No,No,Employed,Rural,High School or Below,1671084000
2,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,2a6309e6-aaa4-4004-8a14-81c9f697f884,no_churn,0.80349076,1,churn,0.242005992983841,0.058553310856696,0.0033008844035566,-0.0209853036992444,0.0131235103466679,0.137058663577782,0.0033645507341407,-0.0193604527322531,Female,38,Yes,Yes,Employed,Suburban,College,1671084000
2,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,1515439f-b4b5-4e65-ac83-45a491d2af56,no_churn,0.45347434,0,no_churn,0.174104802922911,-0.0159301274879544,-0.0948297305209871,-0.0740494744276838,0.0137252017626815,0.0842290078502719,-0.0212117762181969,-0.0305511978795857,Male,35,No,Yes,Employed,Suburban,Master,1671084000
35,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,1dc3efba-9a4e-4585-8918-a8fb977467c5,no_churn,0.05771438,0,no_churn,-0.0760064621325909,-0.0083825772903946,-0.0094603715115408,-0.08640953218508,-0.0715346070190025,0.0354594463346074,-0.0160435249405964,-0.0166485230954276,Male,30,No,Yes,Employed,Suburban,Bachelor,1671084000
67,Yes,No,Low Speed,Expired,Two year,100hrs+,Disabled,8d8d5d54-003b-4d96-8f54-e44d74b1f096,churn,0.011276101,0,no_churn,-0.0428483262984855,-0.0023817351026082,-0.0546149637667713,-0.0099286311353125,-0.0034828942353306,-0.102298554573581,0.0406736218249852,-0.0308113347514836,Male,61,No,No,Unemployed,Urban,Bachelor,1671084000
55,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,80fd7abc-8517-4a8f-a181-892a73348a6a,churn,0.10641142,0,no_churn,-0.127349651340919,-0.019466456254122,-0.049640755121045,-0.0236422655282513,-0.0633125965737417,0.0222215009241062,0.015451966597875,-0.0232878944188087,Female,20,No,No,Unemployed,Rural,High School or Below,1671084000
1,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,40ae4f06-161b-4012-83c7-856c1019341f,no_churn,0.31449354,1,churn,0.24411604773908,-0.0064799973921981,-0.0432911939805853,-0.0663775582139624,-0.0075333274198328,0.110156209686102,0.07151726996457,-0.0158390349966066,Female,60,No,Yes,Employed,Suburban,Bachelor,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,36e3e060-5645-4060-a0f3-126cfe888b21,no_churn,0.15261403,0,no_churn,0.140370430891326,-0.0013074561043686,-0.0689997093414513,-0.072870978595547,0.0232271486292575,0.078276763068261,0.0893813890900492,-0.0590972610077187,Male,37,Yes,Yes,Employed,Suburban,Bachelor,1671084000
38,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,ee9f163d-2826-451f-bcc1-f3609da0a474,no_churn,0.07306659,0,no_churn,-0.0483285820491983,-0.0137115936032205,-0.0229204921123528,-0.176541144818984,-0.0134693251132011,0.041017105994797,0.0040989663438995,-0.0116710866296125,Female,63,No,No,Disabled,Suburban,College,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,0c529d2c-c5b9-4102-83cf-562a905e261e,no_churn,0.5341133,0,no_churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,79,No,No,Employed,Suburban,Bachelor,1671084000
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,dc05b191-f3d2-4b86-a32c-eab882365015,no_churn,0.05088864,0,no_churn,0.0074377899813589,-0.0020827993618877,0.067188284007625,-0.0073733094331146,0.0917798381416832,0.101812983284044,-0.0318429964749884,-0.0058983199231443,Male,66,No,No,Medical Leave,Rural,College,1671084000
29,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,92f8bf1c-0a79-43e0-93ea-cf06cadd51c2,no_churn,0.06780339,0,no_churn,-0.0911897542244241,-0.0090442982543208,-0.0318117999425339,-0.0136143975794766,-0.107575656405024,0.0293772091426944,0.0207648231056009,-0.0259322765717661,Male,21,No,No,Unemployed,Suburban,High School or Below,1671084000
61,Yes,Yes,Medium Speed,In_Store_Support,One year,<80hrs,Disabled,ec075c1d-7dc2-46b9-b1a4-c3325a9d2fa7,no_churn,0.12319923,0,no_churn,-0.068189154044594,-0.0026944045498839,-0.0640199571465746,-0.0061225384250337,-0.0240255047270056,-0.0845189616227162,0.0187016629329991,-0.018157295381161,Female,45,No,No,Unemployed,Suburban,Bachelor,1671084000
7,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,3d248f0b-ad00-4e3d-bbb5-1521b93ae416,no_churn,0.106636025,0,no_churn,0.0251767179360194,-0.0107524435472078,-0.0376229643612714,-0.11722746151383,-0.0746255397745699,0.0363979738647867,0.003333091992772,-0.0237055268964923,Female,42,No,Yes,Unemployed,Suburban,College,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,a65d1b46-a4c0-487f-a185-50e40184ff41,no_churn,0.14957978,0,no_churn,0.0656481340425489,-0.0104783117928673,-0.091880331773973,-0.118584784751611,-0.0434066324362265,0.0476591875542726,0.0044010721185077,-0.024455441850705,Female,71,No,Yes,Employed,Suburban,Master,1671084000
30,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,675747ae-e02a-43bb-a3aa-3cb575402058,no_churn,0.02537063,0,no_churn,-0.0795986628437549,-0.0053015868118382,-0.0223863747054656,-0.0486005201405168,-0.0190696687560557,-0.0846799778444983,0.0078721590681379,-0.0172615211045285,Male,56,No,Yes,Employed,Urban,High School or Below,1671084000
4,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,4b3d4115-dcb6-40b2-8988-6dfae4327f45,no_churn,0.11497297,0,no_churn,0.122925010180726,-0.0097083603798182,0.0357657831128472,-0.0893371885320311,-0.0619984988028409,0.0987261718091394,0.117423372171879,-0.0564588050350448,Female,63,No,No,Employed,Urban,College,1671084000
10,Yes,No,Low Speed,Expired,Two year,0hrs,Disabled,cf866a55-49a6-4e58-8179-416cb8a7a9f4,no_churn,0.009861303,0,no_churn,-0.0115068229767666,-0.0062744375596957,-0.0188185737038656,-0.0723581851508151,0.000653715772778,-0.117343159614038,-0.0186741055662696,-0.0247045823284042,Male,70,Yes,No,Employed,Suburban,High School or Below,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,213fdbed-b257-4bac-9114-4b8f30fdd330,no_churn,0.19314009,0,no_churn,0.0656481340425489,-0.0104783117928673,-0.091880331773973,-0.118584784751611,-0.0434066324362265,0.0476591875542726,0.0044010721185077,-0.024455441850705,Female,60,No,No,Unemployed,Suburban,Bachelor,1671084000
30,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,51f672f9-1d5f-4afe-a137-302c33aa5932,no_churn,0.011045277,0,no_churn,-0.0588697424449674,-0.0108435244103202,-0.0271688141385857,-0.0241479970319778,-0.133159083549854,0.0382332094659068,0.0173697052190436,-0.0228208563903172,Male,65,Yes,Yes,Employed,Suburban,High School or Below,1671084000
22,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,130a373f-511c-4a7c-ba7e-8370d4825c37,no_churn,0.042715333,0,no_churn,-0.0450577904751025,-0.0073835195185893,0.018233250612775,-0.0751534177813027,0.004433909125546,0.0627591339005448,-0.0482601496871757,-0.0710521141109074,Female,31,No,No,Employed,Urban,Bachelor,1671084000
57,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,b0f70666-be60-4957-bafd-1665a45defb9,no_churn,0.021109534,0,no_churn,-0.124261099810628,-0.0107829675550237,-0.0509686791185049,-0.0417065383776935,-0.0513180299292616,0.0267532982833654,0.0189849660935942,-0.025727101494449,Female,66,No,No,Employed,Suburban,High School or Below,1671084000
2,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,4bebc533-0803-4661-8e4a-7e2d8abf3a55,no_churn,0.18556274,0,no_churn,0.121811006720254,-0.0101717821365309,-0.051078438227687,-0.0784746861250823,-0.0331129000199507,0.0593293664094562,0.0750073734371108,-0.0294284848014103,Female,72,No,No,Employed,Rural,Bachelor,1671084000
50,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,7f441a15-71e3-4c9e-b0cf-844d27ab5e74,no_churn,0.03510783,0,no_churn,-0.0942578915608192,-0.0069897582173507,-0.0995308546940578,-0.0395765661490804,-0.0363793650829393,0.0382522184682875,-0.0165336211831345,-0.014010313057206,Male,74,No,Yes,Unemployed,Rural,Master,1671084000
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,685bea98-21e2-48a7-b1bc-e31ea100ada0,no_churn,0.0076137235999999,0,no_churn,-0.122096788753261,-0.0027402386108042,0.0435066745442782,0.0308759180857487,0.0756632722820632,0.0809031217896881,0.0386230342948601,-0.0199000312491261,Male,32,No,No,Employed,Suburban,College,1671084000
2,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,12a1711d-bf88-4698-a51b-81081f2c6619,no_churn,0.5321693,0,no_churn,0.209961043795793,-0.0129442301241942,-0.0199200947225654,-0.0496252930166156,0.0427461101326662,0.095722666492893,-0.0110695084660255,-0.0406419106034445,Male,57,No,No,Employed,Suburban,Master,1671084000
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,030fda12-928d-44ca-9023-5eb12c09f3ed,no_churn,0.15921727,0,no_churn,0.0842413327648773,-0.0062293212159056,-0.054916758034833,-0.0070363659811664,0.0109995074389917,0.0980457062242931,0.0626450400548128,-0.0461743899418797,Female,44,Yes,No,Unemployed,Suburban,College,1671084000
24,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,8a8540ab-9bc4-4168-b8c7-2e424650d590,no_churn,0.24141338,1,churn,-0.106362501883577,-0.0082939872492897,0.0668364550307524,-0.0405323194506308,0.061752251785756,0.0711181948832563,-0.0295223941998574,-0.0040218478806127,Female,36,Yes,No,Employed,Suburban,High School or Below,1671084000
12,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,2a8180f5-b6bd-4b29-bb25-01bc89d4b8e7,no_churn,0.0088034915,0,no_churn,0.0364239454417929,-0.0051594337573078,0.0316052754108113,-0.125464625155191,0.0718900270428093,0.0942514604206917,0.109537519724418,-0.0621103195682098,Male,63,No,No,Disabled,Suburban,High School or Below,1671084000
51,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,f45aef96-c53e-48bd-9374-2f29070d1bd7,no_churn,0.0069495942,0,no_churn,-0.0848577243590079,-0.0050775616491955,0.0424991184103055,-0.0217172781748013,-0.11561643930625,0.0514510008302932,-0.0051807503443251,-0.0080265178351692,Male,27,No,Yes,Unemployed,Suburban,High School or Below,1671084000
41,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,9ca2b560-6154-4ffc-ae91-6bcfb34a2243,no_churn,0.13214721,0,no_churn,-0.0781466727015595,-0.0154492665415091,-0.0254992500707885,-0.0542763382137309,-0.106049648360258,0.031862023955864,0.0093815128205642,-0.0208485127989206,Male,59,No,No,Unemployed,Suburban,Master,1671084000
37,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,dd0fcd52-0b1f-4ae0-b46f-430016928d0b,no_churn,0.029072681,0,no_churn,-0.0579103987379994,-0.0048098999820285,-0.0209112454309342,-0.0366312944074479,-0.0095248506698953,-0.0561253442843826,0.0388962342705735,-0.0420093527996459,Female,51,Yes,No,Employed,Urban,College,1671084000
15,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,11e67b09-f860-43b6-9774-ea4496dd3006,no_churn,0.03754346,0,no_churn,0.0858850127120467,-0.0019784769410171,0.0075775148305729,-0.0249774508292102,0.0725661655055455,0.105388900759172,0.0736206223819908,-0.0502512920253093,Male,57,Yes,Yes,Unemployed,Suburban,Bachelor,1671084000
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,e4fc2361-9274-4f12-ad63-59177e5883c9,no_churn,0.31971064,1,churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Female,68,No,Yes,Employed,Suburban,Master,1671084000
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,69826ae9-0035-403a-aea9-8c585b2ca0f7,no_churn,0.0029886684,0,no_churn,-0.0968882910998377,-0.0048580846769914,0.004772961832707,-0.0278378495446691,-0.0147155458998486,-0.13436271924581,0.0216301733642603,-0.0167667976579878,Female,64,No,No,Employed,Suburban,High School or Below,1671084000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,e01c90c9-325a-429c-9e86-aa371f52e07a,no_churn,0.6353317,1,churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Female,80,No,Yes,Employed,Rural,Master,1671084000
68,No,No phone service,Low Speed,Expired,Two year,<80hrs,Disabled,7e491afd-9973-44a2-b255-ee3fae097f0f,no_churn,0.073678724,0,no_churn,-0.0899009510079031,0.0188437872447957,0.0042548289894557,-0.0313223041156652,-0.0130412749713377,-0.152286446691317,0.0102161449100503,-0.0157899367531899,Female,80,Yes,No,Unemployed,Urban,Bachelor,1671084000
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,9a2edb59-5904-4f60-bdac-156b9b6f703f,no_churn,0.1374907,0,no_churn,0.117633106566182,-0.0068988249398353,-0.0863231740838227,0.011929766246767,0.0845268657639826,0.0958974944484589,-0.0090458364405276,-0.0176384017124473,Female,37,No,No,Employed,Rural,Bachelor,1671084000
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,07888c85-1a3f-4110-856a-9fbd8b8b1da7,no_churn,0.5137777,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,40,No,Yes,Employed,Urban,College,1671084000
43,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,41b50d34-814a-46dc-b517-07bc76258166,no_churn,0.02424077,0,no_churn,-0.109515662709127,-0.0111552361892972,-0.0082792693558985,-0.0893841609310948,-0.0324079341824926,0.0389784158354359,0.0254332989648992,-0.0326956046258055,Male,54,No,No,Employed,Rural,Bachelor,1671084000
23,Yes,No,Low Speed,Expired,One year,0hrs,Disabled,658da757-5b31-479c-bb83-a87b01df0ae1,no_churn,0.024626542,0,no_churn,-0.0661637068802838,-0.0047376131517376,-0.0404731485514457,-0.0368306466447165,0.010315614889605,-0.0760860788337322,-0.0200482772220539,-0.0350022939641667,Female,59,No,Yes,Employed,Suburban,College,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,02c9515e-a6f8-4ce5-9d27-abcdff898e06,no_churn,0.33746538,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,27,Yes,No,Unemployed,Suburban,Master,1671084000
14,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,92859472-289f-4c76-8f7b-850534f144d6,no_churn,0.4487853,0,no_churn,0.0572748348404456,-0.0112108315668592,-0.0606620151628885,-0.0755317465835287,-0.103166554165973,0.036840345349201,0.0656769118621923,0.0617529048658616,Female,40,No,No,Employed,Suburban,High School or Below,1671084000
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,3d45fe60-2c93-47a5-bc44-9284947a5937,no_churn,0.6727345,1,churn,0.282336519424589,-0.006567461284103,-0.0467147581722747,0.0695118226368322,-0.0084185014890499,0.119451291177302,0.0935692098998879,0.0753057286998046,Female,56,Yes,No,Disabled,Suburban,Bachelor,1671084000
50,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,793c1ae0-62c8-4a89-9279-2ef3ad76edbe,no_churn,0.22840413,0,no_churn,-0.0436395583186731,-0.004354169477574,0.0631390798134179,-0.0569935683460198,-0.0786205349598458,0.0722890231141445,-0.0096370266769827,-0.0112093951684073,Female,69,No,No,Employed,Suburban,High School or Below,1671084000
34,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,aa868bec-ce81-4029-b016-7c7327ef6793,no_churn,0.55172426,1,churn,-0.024361862576552,-0.0033329026710634,0.0731549733087194,0.0393703003779046,0.148305967931301,0.0668565655029124,0.0759605275015201,0.0925202867863845,Male,70,No,Yes,Employed,Suburban,Bachelor,1671084000
45,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,22d510d8-2a73-44d3-8917-1d1d796e4579,no_churn,0.30023298,0,no_churn,-0.118945108745402,-0.0048166351202053,0.0351510390578096,-0.032036229342334,-0.122761891461632,0.0629871358783293,0.0394215596392041,0.0391168352585009,Male,34,No,No,Unemployed,Rural,College,1671084000
41,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,ba1140b7-8135-40f0-9260-e82603a5295d,no_churn,0.7061498,1,churn,-0.0850397994094783,-0.0096307566879841,0.0328201215836816,-0.0858149342012984,-0.103470197571596,0.0600114784281777,0.0334535440077524,0.0563110587393021,Female,64,No,No,Employed,Suburban,Bachelor,1671084000
19,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,c54a9d34-9e5e-4fd7-85c9-029a8d5eece3,no_churn,0.30763966,1,churn,-0.0070349877291118,-0.0115532456444634,0.0339405744966188,-0.0647055689687613,-0.133751097389913,0.0391245525619251,0.0051226284475069,0.0481643234147759,Female,30,No,No,Employed,Suburban,Bachelor,1671084000
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,37fcdd2c-eb04-4f57-9677-3abb51502b37,no_churn,0.39777604,0,no_churn,-0.0462283664137976,-0.0085515847444912,-0.116385429019028,-0.0237920481807304,0.05416120406564,0.0613650452683396,-0.0486525468562649,-0.0009424276443678,Female,58,No,No,Employed,Suburban,High School or Below,1671084000
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,591e45ca-3355-41d2-85e2-138f0a511f9c,no_churn,0.42050117,0,no_churn,0.262843380183203,-0.0049010285004987,0.0222556467613139,-0.01656193567429,0.0647003280987155,0.14584357345695,0.132133842967596,0.124660042340765,Male,72,No,No,Employed,Suburban,Doctor,1671084000
5,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,a8516ab0-4a60-4ca2-b7f4-3f7ac3bcd2c2,no_churn,0.76781857,1,churn,0.0881277611844007,-0.0118340948632612,-0.0752131914211349,-0.0693413467640675,-0.0638011545320205,0.0333747871282867,-0.112917285947115,0.0325783736591802,Female,49,No,Yes,Employed,Suburban,Master,1671084000
40,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,be3b3d90-fdbe-413c-9847-dc7dfcf1c2ba,no_churn,0.5122715,1,churn,-0.154979670378079,-0.0060050294130269,0.0029970664577558,-0.127608028645682,0.043900167317397,0.0434347300535591,-0.0533567597393175,0.0825913717381263,Male,73,No,Yes,Unemployed,Rural,College,1671084000
29,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6e579bc1-a78f-42f8-9769-5b248e4af78a,no_churn,0.12704544,0,no_churn,0.0158877396301613,-0.0040858254767044,-0.0366183911307962,0.119810336583687,0.160794967599613,0.106047468749457,0.0523986253814655,0.0645246452624997,Male,79,No,Yes,Unemployed,Suburban,College,1671084000
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,45d87454-a7a2-4f5c-a702-3c54163b5723,no_churn,0.8395897,1,churn,0.0593982776080974,-0.0024003367141813,0.0683279208956537,0.0123667112077782,0.0722319181668717,0.0793849755988867,0.0540500015440557,0.0493643885742858,Male,76,No,No,Unemployed,Urban,High School or Below,1671084000
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,9acbef53-3f53-4e01-9af9-f6a71a199ee2,no_churn,0.6661803,1,churn,0.0010883495671532,-0.0021554218725759,0.111315125524698,0.0889733803825038,0.048708339234472,0.122046073685851,0.0760291243999563,0.0516325885951846,Female,63,No,No,Employed,Suburban,College,1671084000
7,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,a7e3cb70-f674-4a36-a2ad-76fe53c74245,no_churn,0.6751904,1,churn,0.0264219356958801,-0.0052951874861901,-0.0397888774747571,0.0725220672630803,-0.146131113425354,0.0141018437924958,-0.0468078762581717,-0.0840489428701494,Male,35,No,No,Medical Leave,Rural,High School or Below,1671084000
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,882a4f79-0667-494c-953c-43d78347e547,no_churn,0.77844304,1,churn,0.24525087125704,-0.006010470420133,-0.0026304627688841,0.0807996287910464,-0.0474825308648087,0.102277818696321,0.167157211739977,0.0532784549101597,Male,64,No,Yes,Employed,Urban,College,1671084000
48,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,82e797d1-552a-487a-89a8-78ed3029fcdf,churn,0.19286288,0,no_churn,-0.0915372757689692,-0.0024928305555658,-0.0684082679703169,0.140802991767541,0.0781740058996729,0.056598318420547,0.0882343294406291,0.039602579554139,Male,70,No,Yes,Retired,Suburban,College,1671084000
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,3c9da0ad-2cb9-4d0d-8a3b-3b11fb281831,no_churn,0.9171074,1,churn,0.239570070656546,-0.005838768588419,0.0001268668942429,0.0408386286083805,-0.0752615131808215,0.112616445109034,0.0644326745265334,0.0119894398476753,Male,37,No,No,Unemployed,Suburban,College,1671084000
8,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,172645f7-495a-474e-bec1-8f2423390965,no_churn,0.68960124,1,churn,0.0618417640849929,-0.007041238588099,0.0138519645683391,0.15949486982282,-0.0259644962173206,0.0580289047300993,0.0843971948307717,-0.029635111222069,Male,45,No,No,Disabled,Suburban,High School or Below,1671084000
67,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,065f5c89-f00a-47a2-99df-f150f2916312,churn,0.085045524,0,no_churn,-0.0436249457880376,-0.0040757205805857,0.0930972677549652,0.0901815341650399,0.098235386736278,0.0562233121960616,0.0870941840408704,0.0788428329635462,Male,45,No,No,Employed,Suburban,High School or Below,1671084000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,820de358-89ec-4b44-8fa9-531fbb81b0b0,no_churn,0.8089382,1,churn,-0.0740579174331196,-0.0019703597401257,0.0242649925190244,-0.0802511106483325,-0.0088731361484678,0.0733007032363093,-0.177890519457769,-0.0035488081559333,Male,47,No,Yes,Employed,Suburban,Doctor,1671084000
57,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,a6ba1a8a-b434-4105-88d1-1e698916a04b,no_churn,0.17633468,0,no_churn,-0.148903621551299,-0.0133723260636907,-0.0434967515808239,0.0420190999754959,-0.0141592957845386,0.0175050167675181,-0.0158188054012862,0.0072005312982037,Male,30,No,Yes,Unemployed,Rural,Bachelor,1671084000
30,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,7ac3aad7-954b-475d-bfa8-d5edcd10692e,no_churn,0.36775288,0,no_churn,-0.0593658455932791,-0.007670040447083,0.0556194803138532,0.119420923000544,0.053606214893125,0.0821394785503343,-0.0006817830282307,0.0579054252690912,Female,34,Yes,No,Retired,Urban,Bachelor,1671084000
32,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,1be78d4d-0cd8-4d64-8973-af00bd1728f2,no_churn,0.6635352,1,churn,0.0094849077543676,-0.0042280168282923,0.0699306354164582,0.121560573434781,0.0185277451197816,0.0940235557883806,0.068720920008327,0.0829535358110115,Male,35,Yes,No,Unemployed,Suburban,College,1671084000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,332e078c-50c4-4721-8b2f-08b981c4abf0,no_churn,0.21833938,0,no_churn,0.119120317178749,-0.004623761198527,0.010100288055346,0.0587118582362745,0.111550152602431,0.126144968700446,0.0939370896852415,0.0956996123940189,Male,77,No,Yes,Disabled,Suburban,Bachelor,1671084000
19,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,78065adb-77eb-4c90-ad36-a5cc84041474,no_churn,0.39409557,0,no_churn,0.0475713388178792,-0.0039920392587373,-0.0857772969947109,0.125805003031037,-0.042531071946887,0.0408460784514318,0.050058156034247,0.0472793961942261,Female,27,No,Yes,Employed,Suburban,College,1671084000
59,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,6910f9fa-fd58-476b-a07e-e28eb1e8c8af,churn,0.3145274,0,no_churn,-0.174653119744676,-0.0078099090964315,0.0505427659516135,0.0468374422619308,0.038496001461981,0.0315416522149371,0.0245079202155829,0.0315110968587032,Female,78,No,No,Unemployed,Suburban,High School or Below,1671084000
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,dbc5ba4c-16a7-4086-9fbe-ff6194c54e72,no_churn,0.48871687,1,churn,-0.0990093260217782,-0.0026457996962381,0.0967576369209473,0.028457233621375,0.0472937986806664,0.102059921523978,0.117180540689487,0.0315465163161934,Male,24,Yes,Yes,Unemployed,Urban,Bachelor,1671084000
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,b165514e-9065-4849-b14b-a801f2a58e4a,no_churn,0.86526173,1,churn,0.12500853572099,-0.0112982330403792,-0.0164987786532765,0.134791186968287,-0.0766268879631206,0.0609480391310535,0.0226840461467145,-0.00803405875522,Male,31,No,Yes,Unemployed,Urban,Master,1671084000
14,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,e0f2894f-f894-44d1-b8bf-785a4caf4c91,no_churn,0.822843,1,churn,0.000795222200827,-0.0059776243950182,-0.0333807907729897,0.0231859760459883,-0.0403854567769485,0.0417538992312802,-0.0235398997746597,-0.008144141496059,Male,20,No,No,Employed,Rural,Doctor,1671084000
57,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,789ca079-06d2-41a4-ac75-ba38f8d9976a,no_churn,0.34449175,1,churn,-0.210200424217874,-0.0039625064179745,0.0100747684362067,0.008082251385731,0.0465878514871656,0.0168249584126624,0.0124240328409723,0.0311429178949947,Female,22,No,Yes,Employed,Suburban,College,1671084000
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,572a4b85-7f53-4c97-a35b-a82e0e09086f,no_churn,0.49388748,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Female,51,No,No,Employed,Suburban,High School or Below,1671084000
70,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,a3361962-02af-4268-a06e-c219d157eca1,no_churn,0.15124935,1,churn,-0.114994974372712,-0.0026354877832454,0.0072571674523351,0.057681756396023,-0.00066271644886,-0.199417833902598,-0.0081601048574248,0.0119060411682403,Female,72,No,Yes,Unemployed,Suburban,Bachelor,1671084000
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8c16d560-9ca5-479f-add5-19f6341a0285,no_churn,0.6314727,1,churn,0.0731261289153007,-0.0019392025430715,-0.0172319323377087,0.0818115664429933,0.131281862749747,0.140183684185231,0.172670563718293,0.0810711903014998,Female,26,Yes,Yes,Employed,Rural,College,1671084000
36,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,cb9f2629-b160-4258-a64f-912d7d0cadbd,churn,0.31509408,0,no_churn,-0.0866986178827846,-0.0053292129220426,-0.0643447822511552,0.0958782790883196,-0.0022450725485487,0.0328844445207505,-0.0648721183983616,-0.0442990708448451,Female,75,No,Yes,Employed,Suburban,Bachelor,1671084000
51,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b86527e2-899c-49cb-9678-c220feace39f,no_churn,0.0813191759999999,0,no_churn,-0.211472008660803,-0.0065216310217874,-0.0427399608474297,0.054799011907362,-0.0103034546930575,0.0037366471897803,0.0004969601184711,-0.0170217154220699,Male,42,No,No,Employed,Suburban,High School or Below,1671084000
22,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Disabled,2c5b23fd-03e4-4e24-a819-ea0a9cede4c1,no_churn,0.13609195,0,no_churn,0.0235726129196109,0.0001802468864025,0.0380212531651795,0.0663902084379606,0.0557830777026538,-0.114270902087692,0.0708364856517073,-0.0495391347777786,Male,59,Yes,Yes,Employed,Suburban,High School or Below,1671084000
46,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,200eb6f6-3b31-4769-ba5b-2cc67805895e,no_churn,0.12683116,0,no_churn,-0.24594668544325,-0.0049842403276852,0.0291164352934538,0.0692786985902421,0.0109755816655251,0.0328332471854992,-0.0126919271678161,-0.0226072612213101,Male,57,Yes,No,Unemployed,Suburban,High School or Below,1671084000
48,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,af25e4ee-b4ca-4311-9f11-9832c16eab37,no_churn,0.34178224,0,no_churn,-0.0591457272172738,-0.0025186554359061,-0.068299423674307,0.06255979767815,0.0601868259662114,0.0696256849969358,0.0365531538044342,-0.0384878037171984,Female,25,No,No,Unemployed,Rural,College,1671084000
39,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,56110dcc-61c9-4155-9188-8480eb8b916d,no_churn,0.30234352,1,churn,0.132363172719815,-0.0072078375543969,-0.0126923270126098,0.161433644740682,0.0721457591047692,0.072616056228926,0.0127902090144016,0.0270251772479241,Female,74,No,No,Unemployed,Suburban,Bachelor,1671084000
68,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,fdab3dfe-1778-4bdc-80ad-c2b74fdae606,no_churn,0.20811129,0,no_churn,-0.263706202115372,-0.0106556499014732,0.015624345447286,0.0583742895454088,0.0120387491843757,0.036247769595293,-0.017380731250596,-0.0645687226568952,Female,25,No,Yes,Employed,Suburban,Master,1671084000
26,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,1638cc29-ffef-43bb-8152-90817b785114,no_churn,0.55815184,0,no_churn,-0.0040934407386885,-0.0037315692921765,0.128228674112252,0.164048753850238,0.0858275377007976,0.0985187883869912,0.0057765396079594,-0.0178857452846932,Male,26,No,Yes,Unemployed,Suburban,College,1671084000
49,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,a466bd11-763c-4571-aa5b-895a457b1d50,no_churn,0.23901655,0,no_churn,-0.042601286884801,-0.0009735509172242,0.11663563610633,0.0917480953849462,0.0723875492566639,0.0916255886381986,-0.0488361503192754,0.0186070177356305,Male,80,No,No,Unemployed,Suburban,Bachelor,1671084000
56,Yes,No,Fiber optic,Web_Chat_Support,Two year,<80hrs,Disabled,1e28ec24-4fe8-41e4-967b-a6dfcb9ff8d2,no_churn,0.021286383,0,no_churn,-0.0119964761257415,-0.001945088546563,-0.016563482841766,0.0262045082338772,-0.0116878928475307,-0.203638243803562,0.0202979756998138,-0.0196974507702725,Female,73,No,Yes,Disabled,Suburban,College,1671084000
62,Yes,Yes,Fiber optic,Expired,One year,0hrs,Disabled,d94f189c-dc45-4a85-a2d7-1115978e97fa,no_churn,0.110118315,0,no_churn,-0.143693489828929,-0.0033016954830054,0.0055702946265228,0.0549030568202579,0.0267467081943323,-0.135364308588732,-0.0372025842413495,-0.0266841345916873,Female,28,Yes,No,Employed,Urban,Bachelor,1671084000
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4ef5df74-3758-4cb8-b02a-52cf2ef19e9c,no_churn,0.8801533,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,72,Yes,Yes,Employed,Urban,High School or Below,1671084000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d0882b46-e596-4492-9ea9-084537e93fae,churn,0.5678147,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,66,No,No,Employed,Suburban,Bachelor,1671084000
44,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,52611d91-d17f-4ff7-8341-7ad37d45e91f,no_churn,0.3906018,0,no_churn,-0.216440807020099,-0.0049025595289822,-0.0779470609229611,0.0156907744758154,-0.0015957471095498,0.0340505016839779,0.0165218077602003,-0.0244030600825317,Male,27,Yes,No,Employed,Urban,High School or Below,1671084000
48,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,6fa8f89e-334d-45b4-be61-3b778ff24ad0,no_churn,0.081428066,0,no_churn,-0.0054141177901556,-0.0013071835861956,0.0793449329800842,0.116558238394846,0.0649525034726321,0.0894610060976947,0.0307742842469815,-0.0180384201609467,Female,32,Yes,No,Unemployed,Urban,Master,1671084000
1,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ceae7a93-fb2d-48e0-9500-3e9724e87620,no_churn,0.90618664,1,churn,0.168508340815151,-0.0070094514533593,0.0707299594766482,0.0610916254098992,-0.0467873036159471,0.10631833241795,-0.0157299610403606,-0.0038994541549982,Female,32,Yes,Yes,Employed,Suburban,High School or Below,1671084000
4,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,a90fdce8-d838-4e37-8cb5-a4a98fc56a09,no_churn,0.53146327,0,no_churn,0.150383972484669,0.0009931229844733,0.0586796452457474,0.0909683804461292,-0.00858508156492,0.102693590740637,-0.039527046266794,0.0290339349040277,Male,64,Yes,Yes,Employed,Suburban,Master,1671084000
35,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,dd07f94c-451c-4e61-b1bf-51cea423b29a,no_churn,0.308337,0,no_churn,-0.169928633209784,-0.0047512221012948,-0.0214777614228478,0.0903209311979298,-0.055567548941517,0.0565314174239574,0.0159911818443106,-0.0401445150178551,Male,72,No,Yes,Employed,Rural,Bachelor,1671084000
31,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,938b4505-30af-4eeb-8833-4199f6578ec0,no_churn,0.3307771,1,churn,-0.079201835411095,-0.0064842987390875,0.0250979338893921,0.107025533787637,-0.0334029810027186,0.0843047901715635,0.0591081122335208,-0.061473404440203,Male,45,No,No,Employed,Rural,College,1671084000
55,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,efa4b490-5c34-471b-b9f5-ed7e174bf427,no_churn,0.23005587,0,no_churn,-0.222425054365722,-0.0114552960352739,0.0319184525296986,0.0481574780577648,-0.0273783440012721,0.0246613509214239,0.0193434771712236,-0.0418482163438966,Male,75,Yes,Yes,Employed,Rural,College,1671084000
31,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e3c3e525-6a5f-4f1c-ba07-d38ffd23f553,no_churn,0.5075413,0,no_churn,-0.079201835411095,-0.0064842987390875,0.0250979338893921,0.107025533787637,-0.0334029810027186,0.0843047901715635,0.0591081122335208,-0.061473404440203,Female,76,Yes,No,Medical Leave,Suburban,High School or Below,1671084000
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,b40992c3-cf07-4a8d-a89a-899c202ea91d,no_churn,0.3420604,0,no_churn,-0.0523524950827231,-0.004856053161211,0.0813704272350241,0.0468151860926582,0.0125510437110142,0.106522344486407,0.0768082326938247,-0.049395849015018,Female,72,No,No,Employed,Suburban,High School or Below,1671084000
9,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,272e329b-4a1d-4a9a-8a73-114c07635b92,no_churn,0.6549454,0,no_churn,0.086770831275362,-0.0051392368383312,-0.0227427807558979,0.184294680319799,0.044401355224727,0.105333278695134,-0.0433503202474594,0.0180727082848989,Female,69,No,Yes,Employed,Urban,High School or Below,1671084000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,1b857417-25d8-4029-9e8c-937ea0e8d6a2,no_churn,0.75873554,0,no_churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Female,62,No,No,Retired,Suburban,Master,1671084000
8,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,178ca5af-8e84-47e8-8196-1b41d49e2f14,no_churn,0.44805866,0,no_churn,0.111982842183079,-0.0080792679630212,-0.0310989591312682,0.170104342829891,0.0606168640855139,0.0778676765666932,-0.0526742803145498,0.0351713014554115,Male,46,No,Yes,Employed,Suburban,Master,1671084000
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4ec6f542-5769-4818-89e4-c44854aa1e06,no_churn,0.6098482,0,no_churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Female,40,Yes,Yes,Employed,Suburban,College,1671084000
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,9e59c9e8-f9ed-4ba3-b53e-b014e774560e,no_churn,0.4557657,0,no_churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Male,60,No,Yes,Employed,Suburban,High School or Below,1671084000
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,990d3e7d-b50c-446e-b1ec-228f45a03398,no_churn,0.06672911,0,no_churn,-0.178939875434048,-0.0033987687843,0.0666986296249706,0.0085224055087655,0.0391095285500614,0.0688829768981804,-0.0016400321714536,0.0102530583754833,Female,44,No,No,Disabled,Suburban,High School or Below,1671084000
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6892745e-bddc-488d-addb-b532946a656e,churn,0.87479794,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Male,74,No,Yes,Employed,Urban,Master,1671084000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,addc4dcf-0613-4fc4-acc1-018904ae86e2,churn,0.66930807,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,78,No,No,Disabled,Rural,Bachelor,1671084000
22,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,001cf2ab-c5bf-4f46-bf9b-0237f9144c00,no_churn,0.3784789,0,no_churn,0.019014371758385,-0.0025500982355697,0.111928674705377,0.153075558570399,0.0879849953855682,0.115443129952391,-0.0378264688135959,0.0039036887130714,Male,41,No,No,Unemployed,Rural,College,1671084000
24,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f74e42c2-7c73-40ec-9dce-75e457ca4672,no_churn,0.48618254,1,churn,-0.124820983833606,-0.0045006817806279,0.0485578570477991,0.072033546643488,-0.016831469962899,0.057047014076852,0.0298184343192406,-0.0617584392557364,Male,55,No,No,Employed,Suburban,Bachelor,1671084000
6,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,36731968-7143-4455-ac1d-8a780bc9b991,no_churn,0.42760676,0,no_churn,0.137553779628515,-0.0012502339442289,-0.0183254023468725,0.131528715093755,0.0417204283580395,0.0861094097003115,-0.0392654699731429,0.0333073896286805,Male,21,Yes,Yes,Unemployed,Suburban,Bachelor,1671084000
4,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,532a5e66-f589-4e13-9cae-6f9b83f57c06,no_churn,0.70168376,1,churn,0.122894272099747,-0.0039682881433691,-0.0400772520493228,0.150734027857616,-0.0249400539653015,0.0718480585921406,0.0280720887629286,-0.0050830480005333,Female,70,No,No,Employed,Suburban,College,1671084000
6,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,97cb65e3-c0f8-4865-ae34-af72e4af5989,no_churn,0.7481972,1,churn,0.0788084375148719,-0.000956313520237,0.0117653031557256,0.143469274857544,0.0332499047867895,0.0945979504358865,-0.0438108813107828,0.0263501730410462,Female,45,Yes,Yes,Employed,Suburban,Master,1671084000
31,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4c43ed8d-f32f-46d8-9c42-21fdb566e1ca,no_churn,0.27346477,0,no_churn,-0.079201835411095,-0.0064842987390875,0.0250979338893921,0.107025533787637,-0.0334029810027186,0.0843047901715635,0.0591081122335208,-0.061473404440203,Male,59,No,Yes,Employed,Rural,College,1671084000
53,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Disabled,a8a6145c-aa02-479a-8b98-eb854ef16aef,no_churn,0.06999048,0,no_churn,-0.141853052312836,-0.0016233059298065,0.0100976164034909,0.0171252549808923,-0.0460324175416644,-0.0913769438499912,0.0471834883252813,-0.0325467927847057,Male,74,No,No,Employed,Suburban,High School or Below,1671084000
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,b7b08124-9d55-4ff7-9bc6-18f99626b81f,no_churn,0.286137,0,no_churn,-0.0413866719429552,-0.001474671565279,-0.0622444918621613,0.0902599737723812,0.005889509202866,0.0334173793937588,0.0471610958788051,-0.0096958877529323,Male,75,Yes,Yes,Employed,Suburban,College,1671084000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9efbff3-69b4-4868-b33f-8dcb4cdda588,no_churn,0.067287624,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,64,No,Yes,Employed,Rural,College,1671084000
7,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b1179c46-ae28-4931-bcae-6dbe21af411e,no_churn,0.6815531,0,no_churn,0.0903782438865164,-0.0007790745255988,0.0189026403519801,0.149700285507861,0.0051962630269645,0.0928562637462619,-0.0314856886621601,0.0237980843279547,Male,52,No,Yes,Medical Leave,Suburban,Bachelor,1671084000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c6c28563-2a75-4aca-b58f-980b1e11acda,no_churn,0.11554551,0,no_churn,-0.272959849050935,-0.0043824964672421,0.0127778619731907,0.0046495911011516,-0.0119359049276044,0.0344837827096262,-0.0132600458951128,-0.0183990891876692,Male,37,No,Yes,Unemployed,Suburban,High School or Below,1671084000
6,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,41226693-f6dc-4f89-a518-4b0cea346f11,no_churn,0.7519206,1,churn,0.141183277197615,0.0004586999896309,0.0185668296032417,0.250517825827264,0.126925865900539,0.133871624197841,0.0122662238658449,0.0263501730410462,Female,60,Yes,No,Employed,Suburban,Bachelor,1671084000
26,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,5d48cdb5-5c6b-4c33-affc-5d61e1a15e31,no_churn,0.39780837,0,no_churn,-0.0046303241630357,-0.0033355383765228,0.12072939249847,0.182781674474973,0.0989092230860205,0.114734404746896,-0.004168267700802,-0.0142133795685185,Female,53,No,No,Unemployed,Urban,College,1671084000
6,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1b66814b-91bb-424b-b1c8-e82fd433642b,churn,0.7519206,1,churn,0.0929792698306982,0.0001772522161445,-0.0092158043865765,0.182119859301874,0.0367093758973078,0.103282055107004,-0.0390479728784544,0.016469813513554,Female,52,No,No,Disabled,Urban,High School or Below,1671084000
48,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,34f7b25c-b35f-4cf7-ab51-65293e3e9e55,no_churn,0.34178224,0,no_churn,-0.12100638364157,-0.0033432562739835,-0.089874395507195,0.125540806229037,0.0552911051194496,0.0286296867826968,0.0553490882519417,-0.0262794683291758,Female,43,No,Yes,Retired,Suburban,Doctor,1671084000
1,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,9a02976e-95b1-4a9a-89c4-af1c05221b95,no_churn,0.61030227,1,churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Female,27,No,Yes,Medical Leave,Suburban,Bachelor,1671084000
58,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Active,47775b0b-8d35-46f2-8060-59a1629ba908,churn,0.0230665,0,no_churn,-0.0598055637894731,0.0569041836601354,0.0314937695874869,-0.130885954920441,-1.27589356998215e-05,0.0647955459929016,0.0377681639745696,0.0307164604232366,Female,71,Yes,Yes,Employed,Suburban,Master,1671084000
66,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,93f41d7f-ca59-4360-a10b-df3bff9e004c,no_churn,0.020357618,0,no_churn,-0.006089291448643,-0.0036210602010396,0.0230010702621802,-0.0529379931194489,-0.006301446160196,-0.181658028568345,0.0284800760219332,0.0426005219143553,Male,62,No,Yes,Employed,Rural,Bachelor,1671084000
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,1ba7091e-75d0-49ad-994e-32a827b19ccc,no_churn,0.4557657,0,no_churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Male,38,Yes,Yes,Unemployed,Suburban,High School or Below,1671084000
35,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,25114d8e-e973-4620-b1d2-2d93c4de79f8,no_churn,0.308337,0,no_churn,-0.169928633209784,-0.0047512221012948,-0.0214777614228478,0.0903209311979298,-0.055567548941517,0.0565314174239574,0.0159911818443106,-0.0401445150178551,Female,75,Yes,Yes,Employed,Suburban,Bachelor,1671084000
8,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,968ff107-3cfd-4138-bb3b-8add65379250,no_churn,0.44805866,0,no_churn,0.132703786705415,-0.0059757282278042,0.0008320734612061,0.209439102950582,0.0600259414171523,0.0906493414722717,0.0114020283794252,0.0048139725768305,Male,22,No,No,Employed,Suburban,High School or Below,1671084000
19,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,6d6895fb-d287-4c85-a677-8376f5657dc1,no_churn,0.39409557,0,no_churn,0.0475713388178792,-0.0039920392587373,-0.0857772969947109,0.125805003031037,-0.042531071946887,0.0408460784514318,0.050058156034247,0.0472793961942261,Female,66,No,Yes,Employed,Suburban,Bachelor,1671084000
52,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,ca1cc36e-c487-4edf-95d0-69222897e8cf,no_churn,0.07652202,0,no_churn,-0.111375133847687,-0.0061982708585492,0.035909064772477,-0.0150673472753987,-0.0838947129060216,0.0374552468725414,0.0213816326490086,-0.0147366305610739,Female,40,Yes,Yes,Medical Leave,Urban,High School or Below,1671084000
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,41908093-8957-4dcd-8e9e-fe217854e20f,no_churn,0.26497468,0,no_churn,-0.0870545190781968,-0.0034788683203441,0.044274958175647,0.0623957796018294,-0.0394129720851469,0.0600120179262103,-0.0474993278757028,-0.0482632196511622,Female,77,No,No,Employed,Suburban,College,1671084000
23,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,23e86b8a-4a59-459a-a5ac-9bda58f68708,no_churn,0.06693209,0,no_churn,-0.0192460685455898,0.0006279364271176,-0.0365504682364371,-0.0048553468686804,0.043522385428605,0.0181681508717701,0.100871740713428,-0.0415644772108589,Female,27,No,Yes,Unemployed,Suburban,Bachelor,1671084000
52,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,21c0100d-3ef3-464a-b260-ce0cbe67f6f6,no_churn,0.07652202,0,no_churn,-0.111375133847687,-0.0061982708585492,0.035909064772477,-0.0150673472753987,-0.0838947129060216,0.0374552468725414,0.0213816326490086,-0.0147366305610739,Female,24,No,No,Employed,Urban,Doctor,1671084000
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,d6c29540-dec2-4c45-8a06-b2b922b90785,no_churn,0.0056897146,0,no_churn,-0.10196962331614,-0.0029298683032266,0.0146519880131108,-0.0092151571869726,0.0238086899529116,-0.146718492571022,0.0402918640778534,-0.0238352327246229,Male,23,No,Yes,Employed,Suburban,High School or Below,1671084000
5,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,3d06fda1-2040-4306-8151-48b3809b9e35,no_churn,0.15165362,0,no_churn,0.0993370024896262,-0.0071120305378099,0.0482855008002752,-0.0839855552221433,-0.100899713284605,0.0705865009909348,0.0247477637741212,-0.0269856200480262,Male,39,No,No,Unemployed,Suburban,High School or Below,1671084000
38,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,e70a6549-da38-4aed-9666-886f12d9c33c,no_churn,0.056449596,0,no_churn,-0.0483285820491983,-0.0137115936032205,-0.0229204921123528,-0.176541144818984,-0.0134693251132011,0.041017105994797,0.0040989663438995,-0.0116710866296125,Female,56,No,No,Employed,Rural,Bachelor,1671084000
72,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,03f59b70-656d-404b-b3c2-68f80d5ef976,no_churn,0.0029886684,0,no_churn,-0.149523863066412,-0.0159010462136711,0.0045735253498503,-0.024246841820169,-0.0465420050838247,0.039512629034923,0.0099898067159017,-0.0218883579598514,Male,52,No,No,Employed,Suburban,College,1671084000
54,Yes,No,Fiber optic,Expired,Two year,0hrs,Disabled,1e5c31cf-c32b-44a9-9c38-dbbebfbabb49,no_churn,0.02082394,0,no_churn,-0.0702103733796047,-0.0010421894228784,0.0008755930171537,0.126906312122628,0.0926407254134028,-0.0151348614021935,-0.0186287416912455,-0.0144326152942176,Male,44,Yes,Yes,Employed,Suburban,Bachelor,1671084000
41,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2ad164b9-d513-47f5-be16-dfd1a7cea47c,no_churn,0.7061498,1,churn,-0.0649149179593496,-0.001073515933931,0.028506754213804,-0.0632663938112818,0.0907618336551058,0.0482252595233512,0.0018788060681163,0.0808560227887937,Male,25,No,No,Unemployed,Suburban,College,1671084000
14,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,5157dcc0-4264-41a3-b7f0-dd03d2912dce,no_churn,0.1952786,0,no_churn,0.0284736949104717,-0.0073653914857368,-0.0471742194952548,-0.0132121693371482,0.067204770928829,0.0874249926096217,0.129011046030055,-0.073388874244938,Male,71,Yes,No,Employed,Suburban,High School or Below,1671084000
48,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,9b1f7982-c38a-4503-bf13-06d32f109827,no_churn,0.19286288,0,no_churn,-0.168985022577035,-0.0030220866716263,-0.028878182201588,0.0891477350006971,0.0351749336691682,-0.120395865653991,0.0038400958435522,0.0340922428105113,Male,60,No,No,Employed,Suburban,Bachelor,1671084000
34,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,53510959-4b98-43ef-9683-28f27b0a9e54,no_churn,0.020288432,0,no_churn,-0.0607512168683388,-0.0035539723619876,-0.0214156385155365,-0.0429833113942186,-0.036295299914218,-0.103922224161306,0.0122975071071505,-0.0124019969447181,Male,49,No,Yes,Medical Leave,Suburban,Bachelor,1671084000
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,43d4255d-57b7-4607-b50b-3058aa0c7e43,no_churn,0.76781857,1,churn,0.0253195575526751,-0.0049193832704622,-0.109337647639636,-0.0374248558484532,0.023520840996407,0.0670306708999987,-0.100422718608988,0.0483740449431024,Female,43,No,No,Employed,Urban,College,1671084000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,5c1adbb9-55e5-48ab-a67b-406624d3d0a9,no_churn,0.70168376,1,churn,0.198346980757615,-0.0038151104037569,-0.0469144223823923,0.14585572650315,0.0112041628961105,0.126745921514648,0.0468149329768994,-0.0296502770695406,Male,51,Yes,No,Employed,Rural,Bachelor,1671084000
13,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,ce6eca5a-194f-48fa-83fc-aa4fe47841bc,no_churn,0.012885084,0,no_churn,0.0298114316173632,-0.0153884338759962,0.0013589966469771,-0.10954244217075,-0.0174111132347206,0.0549972864832125,0.0588536537426262,-0.0517055310300929,Male,54,No,No,Employed,Urban,High School or Below,1671084000
4,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,acc2e8d1-74f7-42b0-bcc8-8844267a4b35,no_churn,0.50264704,1,churn,-0.0135465102624357,-0.0179247046416367,-0.0335748843002238,-0.0454342115204053,-0.0606425431142724,0.0910942566776202,-0.0209990104946427,-0.0129866368272723,Male,33,No,Yes,Employed,Suburban,Master,1671084000
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,3d6f792e-9d0e-47be-b4c1-fbd788e4e0dd,no_churn,0.3784789,0,no_churn,-0.135463930594447,-0.0023891916850698,0.041626698085156,0.002991946854031,-0.056368751807845,0.0781247578496868,-0.0040433860304847,-0.0060950565889652,Male,54,No,No,Employed,Suburban,Bachelor,1671084000
18,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,92ceea82-5286-4ff9-b0fd-768c4ae4caea,no_churn,0.5576255,0,no_churn,-0.02316943321096,-0.0112098590700043,-0.0016891686129019,0.0903872135626352,-0.101335197306844,0.0470812700357328,0.007121769751302,0.0637872528090338,Male,72,No,No,Employed,Suburban,College,1671084000
48,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Disabled,a894e7fe-c99c-4557-beb9-5f8b8b104ba2,no_churn,0.081428066,0,no_churn,-0.0255530522600656,-0.0011285742005748,-0.0205894439478652,0.117403530745924,0.0263770396262953,-0.164427611070314,0.0044319299776361,-0.0188733034776305,Female,50,Yes,No,Employed,Suburban,College,1671084000
34,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,d9ecbe16-607b-4918-a02f-27a03de30b14,no_churn,0.1315824,0,no_churn,-0.206923389379808,0.0260554638272969,0.0015130737772869,-0.0628912028864761,-0.0175655157658275,0.0617281250953601,-0.0003857575085839,-0.0105569495678264,Female,43,No,Yes,Unemployed,Suburban,College,1671084000
29,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,37a89fda-31cc-416b-87f8-37b76a949bb1,no_churn,0.15946747,0,no_churn,-0.199164774206492,-0.0074111389116296,-0.0713805233997845,0.0663377810027668,-0.0704153885998312,0.0338332532351523,0.0074362463988381,-0.0182616068720199,Female,65,No,Yes,Employed,Suburban,High School or Below,1671084000
7,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,ed75458c-9121-4eac-ae5a-4f4c379bda76,no_churn,0.8089382,1,churn,-0.0168363744759426,-0.0058780120034771,-0.0232965532820662,0.0724673471885489,-0.0115317651035366,0.0535473510507836,-0.0539045161529156,-0.0535936312087051,Female,48,No,Yes,Unemployed,Suburban,High School or Below,1671084000
22,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,df1abc16-2af5-464c-90b3-d15f68880e17,no_churn,0.25837103,0,no_churn,-0.0734300956573497,-0.0106152454108087,-0.0686902079616811,0.0048873000334424,-0.13169136420498,0.0130497422567168,0.0302151963542746,0.0272485238690569,Female,74,Yes,No,Employed,Suburban,High School or Below,1671084000
5,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,96ee4257-592e-45ec-84d2-78364969dc6e,no_churn,0.31191978,0,no_churn,0.0931177269069076,0.0807155420087201,0.0335471832228404,-0.0123619722301918,0.0283676843028842,0.10098607919298,0.0591642676311039,-0.0356578959536636,Female,75,No,Yes,Employed,Suburban,Bachelor,1671084000
20,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,96f000b7-b308-499a-b2c5-b531d34b2c8a,no_churn,0.21833938,0,no_churn,-0.021354088390326,-0.0040611437906591,-0.0887383317697822,0.0007931852636284,-0.0376729109158077,-0.185867828299761,0.0578706951911954,0.0600042712620597,Female,68,No,Yes,Employed,Suburban,Bachelor,1671084000
67,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,15b39030-c4a2-4d52-b93e-f6e945c32ab4,no_churn,0.011276101,0,no_churn,-0.0999116301606045,-0.0093552471349539,-0.0302924880819773,-0.0385586115467049,-0.0430825391895996,0.0331305641339713,-0.0175780155134998,-0.0333781843418182,Female,57,No,No,Employed,Suburban,College,1671084000
25,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,d0a76c4b-e98c-4a93-8aaf-8c03bb7e8c17,no_churn,0.0237472779999999,0,no_churn,0.0052529046446306,-0.0011906225329948,-0.0169364409316949,-0.0132082409506438,0.0300212736679714,-0.0024797749909157,0.0682010729358808,-0.0269399255737971,Female,67,Yes,No,Employed,Suburban,College,1671084000
51,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Disabled,eccfe7ce-54fd-4e42-ba60-b80a874b315a,no_churn,0.027573831,0,no_churn,-0.0862975214091693,-0.0035468559417313,0.0093428723291435,-0.0316097571308,-0.0759678514166171,-0.0780645090406324,0.0180628261989295,-0.0209453565673538,Female,75,Yes,Yes,Employed,Suburban,College,1671084000
32,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,bc489967-afc2-4ae0-837e-335666520267,no_churn,0.6635352,1,churn,-0.0279622202765722,-0.0068048173751958,0.0634750086007443,0.130720745720573,-0.0133313985375843,0.0918272790887294,0.0270660816655799,0.0709831747333009,Male,29,No,Yes,Employed,Rural,College,1671084000
35,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5a779278-6da1-4d2a-9cdb-f37c812feacf,no_churn,0.05771438,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,36,No,No,Unemployed,Suburban,Bachelor,1671084000
7,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,d337f0f9-8c76-4be2-bc8f-5d18918a939a,no_churn,0.6751904,1,churn,0.0264219356958801,-0.0052951874861901,-0.0397888774747571,0.0725220672630803,-0.146131113425354,0.0141018437924958,-0.0468078762581717,-0.0840489428701494,Male,35,Yes,No,Employed,Rural,College,1671084000
3,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,1e24eb77-2d5b-431a-8d41-8cd16b5eebf8,no_churn,0.52046967,1,churn,0.0392861084900141,-0.0169371564842003,-0.0878001737407203,-0.120188936947607,-0.0327413777036008,0.0543262945084916,-0.0580138482012807,0.0230429398057708,Male,38,No,No,Disabled,Suburban,College,1671084000
71,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,4ed1837c-9f14-444d-8e2f-1e426c8214ed,no_churn,0.026885537,0,no_churn,-0.140831159901099,-0.0131378332725398,0.0163897361834187,-0.0226826693737302,-0.0491984027282251,0.0277887401125826,-0.011252907600583,0.0438983443728011,Male,66,No,Yes,Employed,Suburban,College,1671084000
56,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,60f034c6-9da7-431d-9018-60e589218535,no_churn,0.15604986,0,no_churn,0.0403234088100362,0.147768680547588,0.092644630729892,0.0458773716266114,0.08035316959812,0.142436111566512,0.0114538141352204,0.0201166717950036,Male,32,Yes,Yes,Retired,Suburban,Master,1671084000
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,e6720305-0a14-4c69-b4e0-c19ef61203e3,no_churn,0.110118315,0,no_churn,-0.127527729651251,-0.0033785463954154,-0.0078041675478243,0.0186478068325504,-0.0110817889041754,-0.0954742713002497,-0.0171118652718632,-0.0252955891247165,Male,52,Yes,Yes,Employed,Suburban,High School or Below,1671084000
40,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,f2086575-5ab2-41e8-b7e7-09404402cbe7,no_churn,0.5122715,1,churn,-0.118072883077275,-0.0050639099469481,0.0747837748275378,0.014477290567338,-0.0655941472004815,0.0872881383291496,0.0495337249020485,0.0696218607869559,Male,75,Yes,Yes,Disabled,Suburban,High School or Below,1671084000
5,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,402f69b0-3400-4a02-a81d-44ca867302b2,no_churn,0.15165362,0,no_churn,0.195330899309424,-0.0025062841072576,0.0365756472645989,0.039320736047216,0.120808689277583,0.138322224977437,0.0334416129411465,-0.0295080373338259,Male,39,No,No,Unemployed,Urban,Bachelor,1671084000
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,f0ab99b2-1a58-41bc-a3ed-fea3ee2b6883,churn,0.005170811,0,no_churn,-0.104440735506078,-0.0041742859861096,0.0107042358360467,-0.0307203365161058,-0.022538635369674,-0.170352851279713,0.0233168453563484,0.0291796112186239,Male,61,No,No,Employed,Rural,High School or Below,1671084000
27,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,894cfe81-347e-42aa-859e-e6fbe052cdc3,no_churn,0.32006148,0,no_churn,-0.128641872471007,-0.0114763855108685,-0.122944021509065,0.0479552740560393,-0.0270454302285907,0.0169779135472526,-0.0132640020630788,0.0060790382973027,Male,42,No,Yes,Employed,Suburban,College,1671084000
48,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,caebcc30-5392-4b70-9fb1-bb6ab89f7f37,churn,0.10150672,0,no_churn,-0.152622546064067,0.0497059471865759,0.0189758456468007,-0.041713332787167,-0.0319149817167999,0.0556618002276263,0.0500484494451939,-0.0371673333382204,Male,33,No,Yes,Retired,Suburban,Bachelor,1671084000
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,5c58862e-905d-4d29-9217-577634b986eb,no_churn,0.52046967,1,churn,0.112101192737391,-0.0065688486118233,-0.0711705086200709,-0.0409717566668223,-0.0108121412676337,0.0565560492384975,0.0241405382370066,0.0343659937512347,Female,75,No,No,Employed,Suburban,College,1671084000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,4a411e23-d1ca-418f-aec3-d3ce2e2d00f6,no_churn,0.5678147,1,churn,0.214724834705889,-0.0029783275443514,-0.0373452802308384,0.130666111799801,0.0359843555676798,0.133185598945047,0.0558622635550455,-0.036142873750523,Male,77,Yes,No,Employed,Rural,Bachelor,1671084000
55,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,786e0231-6cd1-43fb-a0e6-8fde174138f2,no_churn,0.10641142,0,no_churn,-0.109021425132969,-0.0079143690057389,-0.0290967510057544,-0.0064877552360667,-0.0796111352847856,0.0084557879259955,0.0068275575284587,-0.0221780611088615,Male,41,No,No,Employed,Suburban,College,1671084000
23,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,3c530f74-2bb9-4dd9-b5be-bf0efc9c308f,churn,0.024626542,0,no_churn,-0.0579322549735525,-0.0052566038590521,-0.0264934250578153,-0.0519747827519177,0.0074970937739271,-0.0423338488397621,0.0624699660425312,-0.0350022939641667,Female,51,No,No,Medical Leave,Suburban,Bachelor,1671084000
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,8f46f1a1-5853-4b94-afa9-423e60fcaed1,churn,0.6098482,0,no_churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Male,24,No,Yes,Disabled,Rural,High School or Below,1671084000
18,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,69853ed5-63c9-431a-83f0-af529a4e5588,no_churn,0.5576255,0,no_churn,-0.0726110948625864,-0.0085223757778658,0.0378870237794035,0.0599756421398524,-0.0978220680525282,0.0553954666979461,-0.0680016912995824,-0.0353270543340931,Male,58,Yes,Yes,Disabled,Rural,Bachelor,1671084000
3,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,9090c0bd-c554-414e-b5ed-e76cf68ac5ad,no_churn,0.15921727,0,no_churn,0.116648515295365,-0.0094524020437529,-0.0268431426502138,-0.0684723654309164,-0.0408447207593235,0.0782023294828832,-0.0176705443343416,-0.0437363111823106,Male,42,No,No,Employed,Rural,College,1671084000
10,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,abc184d1-23e2-42d5-b256-5f18a50b3b8b,churn,0.5457326,1,churn,0.0090017842215093,0.0489974693178101,-0.0334417599931521,-0.110493647886401,-0.0366566288588273,0.0551171249547041,0.0050844192498834,-0.0333015791366006,Female,60,Yes,Yes,Employed,Suburban,College,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,1c24f4dd-e14d-4854-995f-d704e3aab296,no_churn,0.14957978,0,no_churn,0.0546827475447025,-0.0069700324862787,-0.106506881625401,-0.129002655933191,-0.0053846206562229,0.0680226902927916,-0.0313996050559762,-0.0590972610077187,Male,79,No,No,Unemployed,Suburban,High School or Below,1671084000
49,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,54e8ec6c-c9e3-43db-af44-3e107943ae5b,no_churn,0.23901655,0,no_churn,0.0102079958864487,-6.44649798414321e-05,0.152244218197211,0.128516968209688,0.11463692565052,0.119546620020164,-0.0023246023170759,0.0186070177356305,Female,51,No,No,Unemployed,Suburban,High School or Below,1671084000
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,62ae6283-e0f7-40e6-ad65-7c5263e82718,no_churn,0.27346477,0,no_churn,-0.0300974264387559,-0.003086178190515,0.0679150402147024,0.0940612834528337,0.0258259840069195,0.107424325599827,0.0595845620684986,-0.0438726868236062,Male,33,No,Yes,Employed,Rural,College,1671084000
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,791dfa4c-d4e5-4e4c-8261-eee97c26becb,no_churn,0.31971064,1,churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Male,64,No,No,Employed,Suburban,High School or Below,1671084000
22,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,38a3d3bb-66af-4ffe-a385-0de30b3d6a70,no_churn,0.40964776,0,no_churn,-0.187727267731334,-0.009250167215905,-0.0842356911426395,0.0437318884312389,-0.0007291991864258,0.02088103422122,-0.0037233386788739,-0.0063067435250013,Male,66,Yes,Yes,Retired,Urban,High School or Below,1671084000
22,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,cc4555b9-8558-45df-b06b-ec16885d555f,no_churn,0.13609195,0,no_churn,0.019014371758385,-0.0025500982355697,0.111928674705377,0.153075558570399,0.0879849953855682,0.115443129952391,-0.0378264688135959,0.0039036887130714,Male,70,No,No,Employed,Suburban,College,1671084000
19,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,40d88cd5-ad80-4a05-8c62-b4c28aae4b01,no_churn,0.39409557,0,no_churn,0.0475713388178792,-0.0039920392587373,-0.0857772969947109,0.125805003031037,-0.042531071946887,0.0408460784514318,0.050058156034247,0.0472793961942261,Female,46,Yes,Yes,Medical Leave,Suburban,Bachelor,1671084000
52,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,ea301525-b843-4ba4-a02b-bf102acef624,no_churn,0.07652202,0,no_churn,-0.101303640977512,-0.0058530100721327,0.0298945869558156,-0.0089110683616672,-0.117741848142468,0.0479552200661237,0.0087636174780072,-0.0093300101381828,Male,36,No,No,Unemployed,Suburban,Bachelor,1671084000
40,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,ab08bf84-286d-465b-9292-dae53de1cde4,no_churn,0.11605182,0,no_churn,0.0654437675301414,0.158971955281877,0.0848529553299977,0.0367873866983518,0.0421744398215469,0.153981887934624,0.0245899377296791,0.0041715290810498,Female,24,No,Yes,Employed,Suburban,Bachelor,1671084000
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e3521052-660e-4643-800a-fb228a57bc37,no_churn,0.75873554,0,no_churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Male,41,No,Yes,Employed,Suburban,High School or Below,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,1fb3d7f5-ebe4-4645-a776-0c44c3f53d24,no_churn,0.16382387,0,no_churn,0.0656481340425489,-0.0104783117928673,-0.091880331773973,-0.118584784751611,-0.0434066324362265,0.0476591875542726,0.0044010721185077,-0.024455441850705,Female,53,No,No,Employed,Suburban,College,1671084000
51,Yes,No,High Speed,Expired,One year,0hrs,Disabled,0a6c395f-7db2-46c3-a285-61e424001512,no_churn,0.043852735,0,no_churn,-0.0866091003408109,-0.0040457069912736,-0.0280775391444876,-0.0350889262124292,-0.0107517481453214,-0.070446450606505,-0.0146672479971221,-0.0193394332214211,Female,53,No,No,Unemployed,Suburban,Bachelor,1671084000
6,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,757ad6b7-c3dd-4cbd-8d2f-c99ca3cfbce9,churn,0.7481972,1,churn,0.0929792698306982,0.0001772522161445,-0.0092158043865765,0.182119859301874,0.0367093758973078,0.103282055107004,-0.0390479728784544,0.016469813513554,Female,76,No,No,Unemployed,Suburban,Bachelor,1671084000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,03cd8df9-e1c5-4f2a-952a-b09cde465031,no_churn,0.31971064,1,churn,0.234564731249557,-0.0041205985653687,-0.0150903734984422,-0.0495169935819831,0.0768078520372,0.131015651013877,0.0906585424937293,-0.0613192733727191,Female,21,Yes,Yes,Employed,Suburban,Bachelor,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,17f411c8-8064-44d8-be4d-945e8937e9f3,no_churn,0.40280327,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,53,No,No,Unemployed,Suburban,High School or Below,1671084000
67,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,e7ef0b3a-3320-472c-9bf1-b3e4fa0b8d6b,no_churn,0.02153474,0,no_churn,-0.121394205106881,-0.0002390490002289,-0.0042985324918117,0.0054742586215252,0.0878087267502269,0.0546872791423811,0.0545477084605227,0.0703876632849278,Female,39,No,No,Unemployed,Rural,College,1671084000
61,Yes,Yes,Medium Speed,Expired,One year,<80hrs,Disabled,7f1c7fa6-c8e2-428e-8271-4473fa99acba,no_churn,0.12319923,0,no_churn,-0.0794149540112812,-0.0043543780279105,-0.0120461708717448,-0.048729154401899,-0.0319916969068799,-0.0760203037659994,0.0168060418067943,-0.0232755371202802,Female,68,No,Yes,Employed,Suburban,High School or Below,1671084000
26,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,5de17981-ca7a-451d-b726-4236c7ababd0,no_churn,0.55815184,0,no_churn,-0.0169386998992195,-0.0014096915744448,0.127080126652781,0.189055239442514,0.117669081326148,0.112436661038601,-0.0133664542558653,-0.0178857452846932,Female,21,No,No,Employed,Suburban,College,1671084000
72,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,aabfd2a3-832c-4ce1-8ba5-47519920af21,no_churn,0.05013333,0,no_churn,-0.148707585894608,-0.0030895318019611,0.0213795176129042,0.0485587216151907,0.0057341774724318,-0.248071561228499,0.0257621806994302,0.0294079305678315,Female,56,No,No,Employed,Suburban,Bachelor,1671084000
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,0135602c-f086-4778-801f-e5c60207e837,no_churn,0.0029886684,0,no_churn,-0.10196962331614,-0.0029298683032266,0.0146519880131108,-0.0092151571869726,0.0238086899529116,-0.146718492571022,0.0402918640778534,-0.0238352327246229,Male,43,Yes,No,Employed,Suburban,Bachelor,1671084000
3,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,09be7dc5-12c5-4ee6-918f-c27bff258114,churn,0.6228664,1,churn,0.112596166978701,-0.0066082569050013,-0.0773950280531789,0.133795230088526,0.0169773748102488,0.0865506083442414,-0.0063481195253734,0.0055328519085014,Female,70,No,Yes,Employed,Suburban,College,1671084000
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,523c65e2-da52-43f3-9402-6ede9724540d,no_churn,0.7519206,1,churn,0.0819004570610104,-0.0024388375684702,0.013669130486237,0.152837591314101,0.0381349739956567,0.113421760243227,0.0659259504698639,-0.0420721190912263,Male,70,No,Yes,Employed,Suburban,Bachelor,1671084000
70,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,eebe4d4d-3752-4d61-8fd0-b19aee2a81fe,churn,0.15124935,1,churn,-0.13731430493372,-0.0018649795611872,0.0267342042289328,0.0229977863873227,0.0073754869244385,-0.161334290632053,-0.0191868423100822,0.0424239331591525,Male,46,No,No,Employed,Suburban,College,1671084000
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,da1d737d-dce1-4702-b697-0cb6f190b067,no_churn,0.15921727,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Male,73,No,No,Employed,Suburban,High School or Below,1671084000
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,2d66ea9e-9f4c-4e2c-ac07-57c16c8150f4,no_churn,0.48618254,1,churn,-0.0613541830252916,-0.0055529487237436,0.0801140770704933,0.0742283751633613,0.0456552115408203,0.106857283235609,0.0083845502281792,-0.0241627593411703,Male,48,No,Yes,Unemployed,Suburban,College,1671084000
61,Yes,Yes,Medium Speed,Expired,One year,<80hrs,Disabled,be82391a-5d99-4365-9a6f-c8d7c82c2787,no_churn,0.12319923,0,no_churn,-0.0794149540112812,-0.0043543780279105,-0.0120461708717448,-0.048729154401899,-0.0319916969068799,-0.0760203037659994,0.0168060418067943,-0.0232755371202802,Male,36,No,No,Employed,Suburban,High School or Below,1671084000
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,f15f6cdc-9f11-4765-9eb1-56b9d0e601c9,no_churn,0.6098482,0,no_churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Male,33,Yes,Yes,Employed,Urban,College,1671084000
4,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,400083ce-a0e7-4cfa-8a5e-cf1e5fd88adf,no_churn,0.53146327,0,no_churn,0.211820342144074,0.0015998650644723,0.0908562996623186,0.169116085274036,0.0592303651461588,0.139955377208507,0.0156115883552229,0.0290339349040277,Female,28,No,Yes,Employed,Rural,College,1671084000
4,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,5fbe6d1c-be25-49c8-b6a0-6a5051d513aa,no_churn,0.50264704,1,churn,-0.0135465102624357,-0.0179247046416367,-0.0335748843002238,-0.0454342115204053,-0.0606425431142724,0.0910942566776202,-0.0209990104946427,-0.0129866368272723,Female,70,No,Yes,Disabled,Suburban,Bachelor,1671084000
34,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,d7c1782f-d6c8-4f34-a61b-f6111529fc5a,no_churn,0.1315824,0,no_churn,-0.179148639054761,0.0228619842660145,-0.016391041783645,-0.0583738215519997,0.0250144216152875,0.0518535502627855,0.0293415244300922,-0.0241841294437654,Female,28,No,No,Unemployed,Suburban,Bachelor,1671084000
51,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,19ed134b-88d6-4501-a2c8-c3a44a23772f,no_churn,0.016260503,0,no_churn,-0.0764765677972354,-0.0039438369036724,-0.0102375373183622,-0.0101444528627416,-0.105141301179483,-0.107197069248032,0.0167076118483055,0.0274070013956406,Female,40,No,No,Employed,Suburban,Bachelor,1671084000
45,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,73ad612d-af78-4cf7-a3f9-cd24dac3e973,no_churn,0.48871687,1,churn,-0.215677469194402,-0.0051953888449133,0.0260498608550369,0.0597409929435889,0.0184289292596167,0.0197674686769187,-0.0059266313529224,0.0137860861427543,Male,42,Yes,Yes,Employed,Urban,High School or Below,1671084000
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0d04909e-e7f5-4ee3-917b-5435524cfbab,no_churn,0.39409557,0,no_churn,0.0193724573838062,-0.0041754918050719,-0.0771476605114912,-0.0228210573180695,0.0619557003570116,0.0875377297233535,-0.0554379083891763,0.0076900821553317,Male,64,Yes,No,Employed,Urban,College,1671084000
1,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,1dc26ddb-2ba8-4272-9994-f1a41bb340b4,no_churn,0.61030227,1,churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Male,24,Yes,No,Employed,Rural,Bachelor,1671084000
67,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,a96c9603-e850-488f-b0a0-8a910eec16d9,no_churn,0.011276101,0,no_churn,-0.101206558127142,-0.0084740271103873,-0.0246526065970829,-0.0507376361144361,-0.0617734259060853,0.0315565500038792,0.0013001702332621,-0.0250386185788829,Female,20,No,Yes,Employed,Suburban,Bachelor,1671084000
51,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,19e5dc7b-8894-4492-a767-da91ab1dbf9a,no_churn,0.043852735,0,no_churn,-0.134848729998967,-0.008400287622062,-0.058297787593583,-0.0270369976526126,-0.0646867400718292,0.0276086531286,0.0143615474569742,-0.0177258098963739,Male,45,No,No,Employed,Suburban,Bachelor,1671084000
57,Yes,No,Low Speed,Web_Chat_Support,Two year,<80hrs,Disabled,07ac5d79-6123-4c78-b9c4-1295b6dca6c2,no_churn,0.021109534,0,no_churn,-0.0089041982782418,-0.0030524698896624,-0.0145340276725255,-0.0142290591586424,0.0551720906525588,-0.131242475962754,0.0602319501156489,-0.0424679608705446,Male,59,Yes,Yes,Unemployed,Suburban,Bachelor,1671084000
63,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Disabled,26ca30b8-e635-4502-848b-6a35a2bd1e19,no_churn,0.06672911,0,no_churn,-0.0999023957709778,-0.0028598673332999,0.0363412322000294,0.0824238077596965,0.0386661674059723,-0.0975952329421852,0.0170072255157356,-0.0131070872501004,Female,69,No,No,Employed,Suburban,Doctor,1671084000
23,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,a75dd0f5-c0a0-4b17-9300-ce00914de29f,no_churn,0.024626542,0,no_churn,-0.0733493851710045,-0.0083267207769677,-0.0259944277119939,-0.023847964406832,0.0030525313720499,-0.0704367995233951,-0.0342810608414038,-0.0358423261244206,Male,24,No,Yes,Medical Leave,Suburban,Master,1671084000
34,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,80490457-883d-4417-a46d-5816f07be50b,no_churn,0.1302726,0,no_churn,-0.0050793091524428,-0.00141799741481,0.0578679299225768,0.0134578552489801,-0.0005717237203134,0.0802583389691608,0.112334301789979,-0.0542326852162295,Female,22,Yes,Yes,Employed,Suburban,College,1671084000
17,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,057a3878-9668-4f15-9637-787d56587f8a,no_churn,0.23612732,0,no_churn,0.119808221669955,-0.0071843009687654,0.0685353403607587,-0.0280737344150657,0.12953056731898,0.122379696282751,0.100975956732109,-0.0449978929979897,Male,71,No,No,Employed,Suburban,College,1671084000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,480abd30-e1c7-43ce-9e51-026c6ed26269,no_churn,0.5341133,0,no_churn,0.191679576125171,-0.0130906429729657,-0.0394897504288201,-0.0529959791801411,-0.0997616108185957,0.0925720995277151,-0.0442110614862303,-0.0066676314415963,Female,28,Yes,No,Employed,Suburban,Bachelor,1671084000
63,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Disabled,1e04e287-9b28-4954-8544-1726aeacb8ad,no_churn,0.06672911,0,no_churn,-0.0999023957709778,-0.0028598673332999,0.0363412322000294,0.0824238077596965,0.0386661674059723,-0.0975952329421852,0.0170072255157356,-0.0131070872501004,Female,80,No,No,Employed,Suburban,Bachelor,1671084000
44,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,681997b2-ae5e-418f-a369-4116c0c8fc1a,no_churn,0.18831046,0,no_churn,-0.0673370725802544,-0.0396765985268302,-0.0088796123666975,-0.024780298155141,0.0237628664106989,-0.0717493404128106,0.0359823846372353,0.0436515192360229,Female,68,No,No,Employed,Urban,Bachelor,1671084000
18,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,f870f827-443a-4379-8f3d-c2a4e277adfa,no_churn,0.5576255,0,no_churn,0.0218482814403751,-0.002715071571074,0.0538529128951813,0.129377542353513,0.0514472071781801,0.0560514860640523,0.037306241674778,-0.0028614145566461,Male,36,No,No,Employed,Urban,Bachelor,1671084000
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,70ab75ef-192e-446e-af57-2a969d691c63,no_churn,0.50264704,1,churn,0.0626008975380545,0.081549403054114,0.0250051184610128,-0.0427187789509207,-0.0505500565585043,0.11652676753672,0.0693169123048937,-0.0343040293519698,Female,62,No,No,Employed,Rural,Master,1671084000
34,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,e4fbe3fb-9637-488f-8b39-3dffe6abf250,no_churn,0.40804163,0,no_churn,-0.183543099476874,0.0412988557898734,-0.0012484058189511,-0.0297357848636693,-0.0545510870741054,0.0635469569807537,0.0014784710944422,0.0137279431412389,Male,54,No,No,Unemployed,Rural,College,1671084000
3,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,807c8174-c03f-4f66-954d-cad707be4a8c,no_churn,0.15921727,0,no_churn,0.116648515295365,-0.0094524020437529,-0.0268431426502138,-0.0684723654309164,-0.0408447207593235,0.0782023294828832,-0.0176705443343416,-0.0437363111823106,Female,74,Yes,Yes,Employed,Suburban,College,1671084000
5,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,8361e970-fa43-411f-9252-b9ebc7255090,no_churn,0.15165362,0,no_churn,0.195330899309424,-0.0025062841072576,0.0365756472645989,0.039320736047216,0.120808689277583,0.138322224977437,0.0334416129411465,-0.0295080373338259,Female,43,No,No,Employed,Urban,College,1671084000
65,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,97966621-cf7e-4dc6-ab50-0a230ab42911,no_churn,0.16030249,0,no_churn,-0.0323401831749834,-0.003655802259891,0.0114688524019402,-0.0477396835130821,-0.0018608150739237,-0.176817040020815,0.0287292138109478,0.0406893063672032,Female,45,No,Yes,Employed,Suburban,High School or Below,1671084000
22,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,f2e8d582-7d38-44a2-a721-cdb163118b5b,no_churn,0.40964776,0,no_churn,-0.187727267731334,-0.009250167215905,-0.0842356911426395,0.0437318884312389,-0.0007291991864258,0.02088103422122,-0.0037233386788739,-0.0063067435250013,Female,46,Yes,Yes,Employed,Urban,High School or Below,1671084000
18,No,No phone service,Medium Speed,Expired,Month-to-month,0hrs,Disabled,a6f2ae8f-d38a-439e-a889-997705bd6a6b,no_churn,0.1759341,0,no_churn,-0.117600708442355,0.0313645941259892,0.0020559527316208,-0.162541030991101,0.0105310809605725,0.0614850220699236,-0.024017653789042,-0.0503034077957636,Male,64,Yes,Yes,Medical Leave,Suburban,Bachelor,1671084000
47,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,bd8c86e5-65a5-4bdf-a92d-146dcf4a9f60,no_churn,0.26497468,0,no_churn,-0.11014890302291,-0.0012006169025335,-0.0027564050606451,0.0837281234998408,-0.0318788959366065,-0.0556430226203156,0.035784752868567,0.0430888172412596,Female,57,No,No,Employed,Suburban,High School or Below,1671084000
59,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,46985268-124b-42cf-b76b-0e1246c8e40d,no_churn,0.22127771,0,no_churn,-0.22461674107396,-0.0110543396478351,0.008144030692747,0.0368359053377025,-0.0214945907509263,0.0044077503838252,0.0140789295405966,-0.0253270962839269,Male,44,Yes,No,Employed,Rural,Bachelor,1671084000
29,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,442eb4c4-4227-459b-860d-611708d4912a,no_churn,0.06780339,0,no_churn,-0.0743336133753109,-0.0083648776488189,-0.0258403906955936,-0.036997967972793,-0.126212178957194,0.0328820870031631,0.0032082712736882,-0.023367482236199,Male,63,Yes,No,Employed,Suburban,College,1671084000
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,8a165fca-bf52-48eb-98a1-4bfc5c68fca2,no_churn,0.5075413,0,no_churn,-0.0300974264387559,-0.003086178190515,0.0679150402147024,0.0940612834528337,0.0258259840069195,0.107424325599827,0.0595845620684986,-0.0438726868236062,Female,65,Yes,Yes,Employed,Suburban,College,1671084000
52,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,1baf6482-3f91-4d7f-bdfa-6a2861f94ffe,no_churn,0.07652202,0,no_churn,-0.101303640977512,-0.0058530100721327,0.0298945869558156,-0.0089110683616672,-0.117741848142468,0.0479552200661237,0.0087636174780072,-0.0093300101381828,Female,45,No,Yes,Employed,Suburban,Bachelor,1671084000
40,No,No phone service,High Speed,Expired,One year,100hrs+,Active,8f75b488-3abb-4b7b-8e80-8a249a46ec33,no_churn,0.11605182,0,no_churn,-0.0307541546605034,-0.0080493819857883,-0.0075545736040612,-0.0664449570588567,-0.0054056111792124,-0.162426780253386,0.0305554011297135,0.0310539024391619,Female,61,No,No,Retired,Rural,College,1671084000
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1dfbb5a0-9f4e-45ba-bd1a-2b74acb9fb07,no_churn,0.3145274,0,no_churn,-0.267257254929991,-0.0039074310518071,0.0189742889565195,-0.0128811605641249,0.0057897728772604,0.0132107278764169,-0.0282849742790494,0.0253298782894307,Female,20,No,Yes,Employed,Suburban,High School or Below,1671084000
61,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,b2b6f31b-cdb8-4fac-954b-fea76abda81d,no_churn,0.29762152,0,no_churn,-0.172856552669132,-0.0074330241699499,0.0495825833856179,0.0591160626587952,0.0555948857687417,0.0197501901596751,0.0415329098829897,0.0356867945487465,Male,31,No,Yes,Retired,Suburban,High School or Below,1671084000
34,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,05bd9c90-3567-4aba-a89b-429a40003d0a,no_churn,0.1315824,0,no_churn,-0.187909686694502,0.0392978776885593,0.0021665475569352,-0.036363307705551,-0.0209259803976056,0.0639979123503144,0.0044594301600682,-0.0137489445202572,Female,80,No,Yes,Employed,Suburban,College,1671084000
67,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,db7ea795-ad57-4be1-b153-05fbd85ef04f,no_churn,0.02153474,0,no_churn,-0.152085294303679,-0.0005155886925058,-0.0154441132005376,-0.0337488637978822,0.0344779458578887,0.0173624766694047,-0.0181829680366263,0.0491102526193208,Female,25,Yes,No,Disabled,Rural,High School or Below,1671084000
51,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,7ceea21c-b329-464b-8464-de2f0513dd15,no_churn,0.043852735,0,no_churn,-0.134848729998967,-0.008400287622062,-0.058297787593583,-0.0270369976526126,-0.0646867400718292,0.0276086531286,0.0143615474569742,-0.0177258098963739,Male,37,Yes,Yes,Unemployed,Rural,High School or Below,1671084000
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,1fcf7650-7643-45f4-8a48-a5b791505d47,no_churn,0.77844304,1,churn,0.13914939976863,-0.0094245879425216,-0.0565137750273243,0.0473369068063584,-0.101405483140961,0.0504471364114579,-0.0285794903194619,-0.0023153082168391,Male,20,No,No,Employed,Suburban,High School or Below,1671084000
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,817665bb-96a7-4f58-8b58-4dbbb79a7ff2,no_churn,0.49388748,1,churn,-0.0720890816388146,-0.003022482906108,0.0991408804863112,0.0823772591401393,0.0420861506552591,0.107918710766144,0.0158123555284237,0.0301764730763352,Female,54,No,Yes,Employed,Suburban,Master,1671084000
22,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,89f2dcde-27e4-4dcf-a20f-474d3ec80337,no_churn,0.3784789,0,no_churn,0.019014371758385,-0.0025500982355697,0.111928674705377,0.153075558570399,0.0879849953855682,0.115443129952391,-0.0378264688135959,0.0039036887130714,Female,73,No,No,Employed,Suburban,Bachelor,1671084000
12,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,2d76419d-0f18-4157-9231-ff133f38cd1c,no_churn,0.8395897,1,churn,0.0252274058363582,-0.0087826324331763,-0.0070744525649206,0.0017523769630679,-0.0218368629943233,0.0430290378494737,-0.0460291327174491,-0.0486452259861835,Male,49,No,Yes,Employed,Urban,Bachelor,1671084000
71,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,17073c93-8395-445e-84d5-c1b54b71d521,no_churn,0.026885537,0,no_churn,-0.0911045766510688,-0.0050147491652751,0.0155743777383941,-0.0474850209071519,-0.1253191389727,0.0462379290748867,0.0285659392975503,0.0478524217705671,Male,51,No,Yes,Employed,Suburban,Master,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,676ea2e5-63f4-4de9-846a-16bd700b7c00,no_churn,0.19314009,0,no_churn,0.0656481340425489,-0.0104783117928673,-0.091880331773973,-0.118584784751611,-0.0434066324362265,0.0476591875542726,0.0044010721185077,-0.024455441850705,Female,59,No,Yes,Unemployed,Suburban,College,1671084000
51,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,de757fef-8690-4b80-8823-96f0d8ce983d,no_churn,0.016260503,0,no_churn,-0.115167617103343,-0.0066746591368428,-0.0333597408568675,-0.0541217971446167,-0.121951676264143,0.0317967956311804,0.0150324163111326,0.0254201267153803,Male,68,No,Yes,Employed,Suburban,College,1671084000
47,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,c678d95a-3e41-4253-b6f0-9ac8d5fecdca,no_churn,0.26497468,0,no_churn,0.0491192724601387,-1.2920369663334e-05,0.0717030240468375,0.158417460643823,0.0856877777165482,0.120840936637933,0.0778259067616136,-0.0026076021710468,Male,62,No,Yes,Unemployed,Suburban,High School or Below,1671084000
55,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,a3875ec0-ed0c-4325-b5d8-eb7db2f047d9,no_churn,0.23005587,0,no_churn,-0.265850851744726,-0.0123939654461901,0.0200352379851574,0.0586446738443373,-0.0166869921887337,0.0194540176614918,-0.0303800557750037,-0.0418482163438966,Female,77,No,Yes,Employed,Urban,High School or Below,1671084000
48,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,9cca6667-f21d-46f1-bc96-f37a27e2872e,no_churn,0.19286288,0,no_churn,-0.0993206884755909,-0.0054278901225188,-0.0538349407716668,0.0748969568884422,-0.063032061367794,0.0210341938770216,-0.0091843122313912,0.015842590115626,Male,68,No,No,Unemployed,Urban,High School or Below,1671084000
45,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,417d0855-b730-44c7-92a7-d8d26a96f69f,no_churn,0.30023298,0,no_churn,-0.0479504864766659,-0.0008279111286356,0.0648172468658322,0.0492179047360514,0.115631916183211,0.120267335322496,0.174042826987061,0.0557750308228605,Male,29,No,Yes,Employed,Suburban,High School or Below,1671084000
3,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,bbe05138-19fb-46cc-8c88-e9d87074a97b,no_churn,0.52046967,1,churn,0.0454622308881153,-0.0158746130519648,-0.101346431241709,-0.0970986178554812,-0.0546837426493311,0.0291339986769708,-0.0578016221780671,0.0098493125038112,Male,35,No,Yes,Retired,Suburban,College,1671084000
51,Yes,No,High Speed,Expired,Two year,<80hrs,Active,3920d53b-69ac-488d-9f39-f315e8508fe0,no_churn,0.016260503,0,no_churn,-0.0549680385736473,-0.0033227985130361,-0.0112653855288772,-0.0700702181696578,-0.0353412767724785,-0.0904886810484367,0.0223773772406912,0.024052868738463,Male,27,No,No,Unemployed,Suburban,College,1671084000
12,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,<80hrs,Disabled,f88eff9e-7add-4ce3-b74c-bb49dca5c7bb,no_churn,0.0088034915,0,no_churn,-0.0103550965983458,-0.0033856369506611,0.0216925018385154,-0.0431736329667455,0.0472331385566212,-0.138699068133424,0.0652594535826847,-0.0375978121968637,Female,22,No,No,Unemployed,Suburban,College,1671084000
4,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,48b85675-dc6e-4118-a067-e4a3e65b76df,no_churn,0.11497297,0,no_churn,0.0527551223438479,-0.0124886621401174,-0.0071658941378291,-0.146545943695983,-0.0959766378075937,0.0575046395400477,-0.0506222056569913,-0.0551229335405514,Female,61,No,Yes,Employed,Suburban,Bachelor,1671084000
3,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,571fd84b-fdda-4593-803a-1fdcff986176,no_churn,0.3459338,1,churn,0.0454622308881153,-0.0158746130519648,-0.101346431241709,-0.0970986178554812,-0.0546837426493311,0.0291339986769708,-0.0578016221780671,0.0098493125038112,Male,33,No,Yes,Unemployed,Urban,High School or Below,1671084000
64,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,eb9ebb78-d3d7-426f-8096-7c28833926f6,no_churn,0.09585441,0,no_churn,-0.184508483062564,-0.0127729940552853,0.0201012677479866,-0.0661139018052563,-0.0618133718292119,0.0368817077540461,0.0250861533567149,0.0341134715256521,Female,62,No,Yes,Medical Leave,Suburban,High School or Below,1671084000
50,Yes,Yes,High Speed,Expired,One year,0hrs,Disabled,8dff7807-e513-4ef7-997a-93267cfed527,no_churn,0.042398475,0,no_churn,-0.0451149809698563,-0.0025036306144102,0.0262773587893298,-0.021303660518779,-0.0092352944792764,-0.172288332430971,-0.0170006715417548,-0.0278569403097935,Male,71,No,Yes,Employed,Rural,High School or Below,1671084000
61,Yes,Yes,Medium Speed,In_Store_Support,One year,<80hrs,Disabled,216d4632-0c9c-47b8-b26b-899767b812f3,no_churn,0.12319923,0,no_churn,-0.068189154044594,-0.0026944045498839,-0.0640199571465746,-0.0061225384250337,-0.0240255047270056,-0.0845189616227162,0.0187016629329991,-0.018157295381161,Female,66,Yes,No,Medical Leave,Suburban,Doctor,1671084000
67,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,d5f1559c-c7ba-42b7-baab-74424c772485,no_churn,0.085045524,0,no_churn,-0.0947609695428946,-0.0023121392503526,0.0228571479599668,0.0602355165577591,-0.0988182983207843,-0.121034032292591,-0.0501002725195667,0.0349068953582172,Female,68,No,Yes,Retired,Suburban,College,1671084000
14,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,e62419e6-b10a-4ab2-ae8e-24276046fe4d,no_churn,0.4487853,0,no_churn,0.0572748348404456,-0.0112108315668592,-0.0606620151628885,-0.0755317465835287,-0.103166554165973,0.036840345349201,0.0656769118621923,0.0617529048658616,Female,30,No,No,Employed,Suburban,College,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,fe81eb82-1449-4ed6-845e-dc43e02a724f,no_churn,0.16382387,0,no_churn,0.0656481340425489,-0.0104783117928673,-0.091880331773973,-0.118584784751611,-0.0434066324362265,0.0476591875542726,0.0044010721185077,-0.024455441850705,Male,37,No,Yes,Medical Leave,Suburban,High School or Below,1671084000
59,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,97f30869-24a8-4ae3-9722-abaf54f6773e,no_churn,0.22127771,0,no_churn,-0.22461674107396,-0.0110543396478351,0.008144030692747,0.0368359053377025,-0.0214945907509263,0.0044077503838252,0.0140789295405966,-0.0253270962839269,Male,48,No,No,Employed,Suburban,High School or Below,1671084000
13,No,No phone service,High Speed,Expired,Two year,0hrs,Disabled,aa3573b2-c948-44f4-9f8f-f344f3413c8d,no_churn,0.010849058,0,no_churn,0.0015514488058397,0.0270562349398824,0.0073298759022895,-0.0626621088919273,0.0109143438834416,-0.215643712121096,-0.01751969985713,-0.0200525334648045,Male,36,Yes,Yes,Unemployed,Urban,Bachelor,1671084000
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,b5fb242c-a042-4f10-9a1c-ddbf648510bc,no_churn,0.11699196,0,no_churn,0.158355047405212,-0.0118564840735052,-0.0261531876450635,-0.0093236769108489,0.036290990662419,0.100699550230511,-0.0228278610901907,-0.005884268416089,Male,48,Yes,No,Retired,Urban,College,1671084000
59,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,92b30255-095e-405e-ae66-39b91ea7826d,no_churn,0.3145274,0,no_churn,-0.179377388450994,-0.0098274181951637,6.71730301473872e-05,0.0073607255859587,-0.0170259720192461,0.0121510657469571,0.0089350947808043,0.0286905676529931,Male,29,No,Yes,Employed,Rural,College,1671084000
35,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,6fb8750f-2aa3-463d-a732-1446ff241eb0,churn,0.308337,0,no_churn,-0.196465887965405,-0.00480195471162,-0.0616144829834775,0.0890188563130686,-0.0754428986981292,0.0472685412670671,-0.0168438081198837,-0.0401445150178551,Female,53,Yes,Yes,Medical Leave,Suburban,Bachelor,1671084000
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,bfa573a6-d5fc-40cb-9cbb-8701775433d1,no_churn,0.36775288,0,no_churn,-0.159381045383661,-0.0047549188495213,0.0246911353768246,-0.0885832084022513,0.0134889218375974,0.0056477157073368,-0.0435908803512029,-0.0065438717471806,Male,45,Yes,No,Unemployed,Suburban,College,1671084000
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6548b30b-1ce7-428d-ac99-3bad2e8ae05a,no_churn,0.22840413,0,no_churn,-0.0038214905467611,-0.0006351381314925,0.0312933091112608,0.0365920038158037,0.130052309593611,0.115983729984946,0.0452546334148974,0.0195878295293732,Male,47,Yes,No,Unemployed,Suburban,College,1671084000
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,5ef7b251-4e3c-4385-98e9-022d074bbeef,no_churn,0.8801533,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,69,Yes,No,Employed,Suburban,High School or Below,1671084000
63,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,6c2683d6-db66-4f2a-b984-7b99ecadfb0b,no_churn,0.06672911,0,no_churn,-0.263862586714113,-0.0115513902687234,0.0223914982964197,0.0567383148001499,-0.045058787380949,0.0225857278529747,-0.0113040722116966,-0.028964855328013,Female,32,No,No,Unemployed,Rural,Bachelor,1671084000
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,788f8a6e-d67a-4504-b95f-fc986a1f4189,no_churn,0.27346477,0,no_churn,-0.0778353778782775,-0.0047080834099506,0.0600517553669669,0.024277601069707,0.0260784507084918,0.0593423037551428,0.0129230253235073,-0.0307178195819415,Male,51,No,No,Employed,Rural,Master,1671084000
50,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,31e39884-273c-4aea-b7f3-a8a27e977751,no_churn,0.22840413,0,no_churn,-0.0436395583186731,-0.004354169477574,0.0631390798134179,-0.0569935683460198,-0.0786205349598458,0.0722890231141445,-0.0096370266769827,-0.0112093951684073,Male,28,No,Yes,Unemployed,Suburban,High School or Below,1671084000
48,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Disabled,0ae1830f-a5aa-4311-935d-d6e8a6f7c707,no_churn,0.081428066,0,no_churn,-0.0255530522600656,-0.0011285742005748,-0.0205894439478652,0.117403530745924,0.0263770396262953,-0.164427611070314,0.0044319299776361,-0.0188733034776305,Female,56,Yes,No,Unemployed,Suburban,Bachelor,1671084000
72,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Disabled,c68bf34d-acd6-4c54-827b-18d7e60a9127,no_churn,0.016533999,0,no_churn,-0.169718576113786,-0.0045704543844874,-0.0018024488267872,0.04837702997831,-0.0020693908107978,-0.133338007168031,0.0092565837481004,-0.0151608898915446,Male,34,No,Yes,Employed,Rural,College,1671084000
5,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,33bb5a34-10f4-478f-be01-5bc4d81e3a8c,no_churn,0.31191978,0,no_churn,0.0744264330984288,0.0150199580728258,-0.0066529010689646,-0.116094343525438,0.0224044223583769,0.0827214161120946,-0.0362417804048345,-0.0453593523640665,Female,66,No,No,Employed,Suburban,College,1671084000
51,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,58f9af4d-7e3b-42b6-8450-ef3faa4fa4b7,no_churn,0.043852735,0,no_churn,-0.0693407009477596,-0.0022403775099519,-0.0802635725075106,0.0222830912778226,0.0888703315416933,0.0630407899513829,0.0847623525842027,-0.0528047318828794,Male,44,No,Yes,Unemployed,Suburban,Bachelor,1671084000
53,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,0db568d6-84b6-4460-a8bd-ce200aafa3da,no_churn,0.06999048,0,no_churn,-0.218457366675093,-0.0052995338301661,0.0062104072294823,0.0664129535701067,-0.0892918372222175,0.0171200709565255,0.0275158118643275,-0.0232366569030818,Male,22,No,No,Employed,Rural,College,1671084000
48,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,e21e3ca9-317e-45f6-abf6-dd99feccf984,no_churn,0.081428066,0,no_churn,0.0124298077982166,-0.0004779099887309,0.135246146372047,0.203824862504343,0.0821878791235212,0.114227408280321,-0.0018959290342354,0.0165854332335584,Male,49,Yes,Yes,Employed,Rural,High School or Below,1671084000
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,9376f5e0-2a70-4509-bba5-42c4f1e35708,no_churn,0.106636025,0,no_churn,-0.0044122081060049,-0.0071400578196153,-0.0400346004258153,-0.0562919712478014,-0.155874762653257,0.0415904180666711,0.009252527792978,-0.0252843286054849,Female,74,No,No,Unemployed,Suburban,Bachelor,1671084000
57,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,66d80966-95e0-4f23-824f-b4e3750d2367,no_churn,0.17633468,0,no_churn,-0.139873501703078,-0.0041881515625027,-0.0300283853527798,-0.0707056398431268,0.0532605724326094,0.0260437866053507,-0.0489125765505014,-0.0446222531168314,Male,78,No,No,Employed,Urban,Bachelor,1671084000
44,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,4356e53c-858f-433f-83ad-b6ea9808b838,no_churn,0.10953701,0,no_churn,-0.118847108777809,-0.0037560332515204,-0.0162678825808779,-0.0482597506578713,-0.0151797852594427,-0.0359414026792546,0.0379665312770976,-0.0287407198424352,Male,62,Yes,Yes,Unemployed,Suburban,High School or Below,1671084000
35,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,12bff8b2-8826-4258-8e54-70d8fadaf9ba,no_churn,0.05771438,0,no_churn,-0.0882837619016754,-0.0047647321796102,-0.0083936287532014,-0.0701292207755068,-0.0713780875258453,0.0453845220173934,0.0426060819562189,-0.0240673247463564,Female,68,Yes,No,Employed,Rural,Bachelor,1671084000
23,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,92c0eee4-6d55-4ff2-83dd-7525f8bd19f2,no_churn,0.024626542,0,no_churn,-0.0579322549735525,-0.0052566038590521,-0.0264934250578153,-0.0519747827519177,0.0074970937739271,-0.0423338488397621,0.0624699660425312,-0.0350022939641667,Male,45,No,Yes,Unemployed,Urban,Bachelor,1671084000
18,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,af24a9da-8783-4f91-9201-1e796de70aeb,no_churn,0.5576255,0,no_churn,-0.0726110948625864,-0.0085223757778658,0.0378870237794035,0.0599756421398524,-0.0978220680525282,0.0553954666979461,-0.0680016912995824,-0.0353270543340931,Female,77,No,Yes,Employed,Suburban,College,1671084000
20,Yes,No,Fiber optic,Expired,One year,100hrs+,Active,e0599e7a-0a55-4441-bfd6-b305ee6fe721,no_churn,0.21833938,0,no_churn,0.0297910366764881,0.0007159091523135,-0.0394033915500222,0.0985868862610732,0.102327059493891,0.014455671743326,0.0875194038933841,0.102814610589558,Female,46,Yes,No,Unemployed,Suburban,College,1671084000
4,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,2a812822-6c8a-4fab-8cf1-913434ae9c6f,no_churn,0.50264704,1,churn,-0.0070102606392174,0.0442585385440179,-0.0130922191516674,-0.0487407073038411,-0.0730483092362828,0.10015421751441,-0.0379456912864861,-0.0129866368272723,Female,66,Yes,No,Employed,Suburban,Bachelor,1671084000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,efad0687-4b29-4113-b012-d01ee616b883,no_churn,0.8801533,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Male,53,No,No,Employed,Urban,College,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ec33ed7f-fc96-4c19-ac75-a4562fdd461c,no_churn,0.19314009,0,no_churn,0.140370430891326,-0.0013074561043686,-0.0689997093414513,-0.072870978595547,0.0232271486292575,0.078276763068261,0.0893813890900492,-0.0590972610077187,Male,50,No,Yes,Employed,Urban,Bachelor,1671084000
14,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,188577b9-de35-46e7-b6a2-fd975e568287,no_churn,0.1952786,0,no_churn,-0.064122353687535,-0.008919070277434,-0.0494195410683005,-0.0651729461433205,0.0135415150515018,0.0517839180784449,-0.0608287993538124,-0.073388874244938,Male,48,No,Yes,Unemployed,Suburban,College,1671084000
48,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,0e406690-3106-440c-ac50-d11c3626f2b9,no_churn,0.34178224,0,no_churn,-0.0591457272172738,-0.0025186554359061,-0.068299423674307,0.06255979767815,0.0601868259662114,0.0696256849969358,0.0365531538044342,-0.0384878037171984,Female,76,No,Yes,Employed,Suburban,High School or Below,1671084000
2,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,b3bbe3c5-aefa-4481-9c2c-156e0d14e282,no_churn,0.5321693,0,no_churn,0.209961043795793,-0.0129442301241942,-0.0199200947225654,-0.0496252930166156,0.0427461101326662,0.095722666492893,-0.0110695084660255,-0.0406419106034445,Male,27,No,No,Unemployed,Suburban,Bachelor,1671084000
14,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,789f2056-9765-4ee9-9c36-88c4a38914b9,no_churn,0.6355901,1,churn,-0.0028921575570529,-0.0080002781416897,-0.0335503807624354,0.119518580217409,0.0281643594587785,0.0825187411699062,-0.0386886026067759,-0.0044297417835514,Male,21,Yes,No,Employed,Suburban,High School or Below,1671084000
31,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,b0ee8d7f-196b-4c08-b688-c61f4fe2ef5d,no_churn,0.27346477,0,no_churn,-0.079201835411095,-0.0064842987390875,0.0250979338893921,0.107025533787637,-0.0334029810027186,0.0843047901715635,0.0591081122335208,-0.061473404440203,Male,43,No,Yes,Employed,Suburban,College,1671084000
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,e8d1b105-ec53-4689-ace9-688488063203,no_churn,0.13609195,0,no_churn,-0.135463930594447,-0.0023891916850698,0.041626698085156,0.002991946854031,-0.056368751807845,0.0781247578496868,-0.0040433860304847,-0.0060950565889652,Male,39,No,Yes,Unemployed,Rural,Master,1671084000
69,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Active,f61e67c8-e2be-437c-a6ad-badbb1bdde72,no_churn,0.058853455,0,no_churn,-0.0827534710026884,0.0385101636947729,0.0101255679982386,-0.0475303461843032,0.0288836938544318,0.0878122557760161,0.0498344652936066,0.0260915229245347,Female,63,No,No,Retired,Suburban,Master,1671084000
68,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,f139f961-87d3-4c57-92d2-c0ba62bde977,no_churn,0.073678724,0,no_churn,-0.148878439975274,0.0022831395813318,0.0176491182968584,-0.0229097227627016,0.0092445992966167,0.0462066954904321,0.0431940667623439,-0.0458156089291696,Female,36,No,No,Employed,Suburban,High School or Below,1671084000
22,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4010865d-8306-4f46-919d-3e96493d747c,no_churn,0.13609195,0,no_churn,0.0486820477063338,0.0004204151743033,0.128285937695,0.171871812052559,0.102266924738278,0.105239331669218,0.0012491310677614,-0.0070417470967913,Male,21,No,No,Employed,Suburban,High School or Below,1671084000
18,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,1153407f-3c18-4bc6-9a84-41a892dcaf4e,no_churn,0.5576255,0,no_churn,-0.0726110948625864,-0.0085223757778658,0.0378870237794035,0.0599756421398524,-0.0978220680525282,0.0553954666979461,-0.0680016912995824,-0.0353270543340931,Female,39,No,No,Employed,Urban,Bachelor,1671084000
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,4750664f-df7f-4aed-8a8c-9720b24f59fd,no_churn,0.5321693,0,no_churn,0.243484497049958,-0.0097718664878993,-0.038376145713355,-0.0015309613638601,0.013470020957684,0.109200712666589,0.0770397514317119,-0.0406419106034445,Male,34,Yes,Yes,Employed,Suburban,Bachelor,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,06fb54cc-6781-4734-a82e-b55747c68f2a,no_churn,0.3294307,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,48,No,Yes,Employed,Suburban,College,1671084000
33,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,f633e5f2-0d0f-45eb-9d81-a0a24e4fce63,no_churn,0.286137,0,no_churn,-0.100606797474402,-0.0026913681500082,-0.0059292926436046,0.13450431121013,-0.0140221230173301,0.0560001967435346,0.0800831973128788,-0.0363642740687828,Male,76,No,Yes,Employed,Suburban,High School or Below,1671084000
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,8cf31272-2a4f-42c3-9ecf-21a69f409be6,no_churn,0.77844304,1,churn,0.13914939976863,-0.0094245879425216,-0.0565137750273243,0.0473369068063584,-0.101405483140961,0.0504471364114579,-0.0285794903194619,-0.0023153082168391,Female,36,No,No,Employed,Suburban,Master,1671084000
62,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,cc49b10b-0a55-4b19-b7c7-8faffc6072f6,no_churn,0.11554551,0,no_churn,-0.281801038294961,-0.0110836759780795,0.0120911124090707,0.0608231733530738,0.0185073681291032,-0.0127914774262444,-0.013342732965666,-0.0314288803988165,Female,21,Yes,Yes,Employed,Suburban,High School or Below,1671084000
48,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,ca0c5c7b-777c-4e57-ac89-f4e404d0dbbb,no_churn,0.34178224,0,no_churn,-0.12100638364157,-0.0033432562739835,-0.089874395507195,0.125540806229037,0.0552911051194496,0.0286296867826968,0.0553490882519417,-0.0262794683291758,Female,50,Yes,No,Employed,Suburban,College,1671084000
58,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,5ac0eb51-f6be-4ead-82ce-65b5a154ab65,no_churn,0.051251672,0,no_churn,-0.114914463879363,-0.0064885228455023,-0.0317904100680789,-0.0311637616189409,-0.0135410994850099,-0.0535892811142093,0.0269804650838659,-0.0245190774474622,Female,45,No,Yes,Employed,Suburban,High School or Below,1671084000
45,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,348446a6-cf82-450f-8643-e15517fa69ab,no_churn,0.48871687,1,churn,-0.215677469194402,-0.0051953888449133,0.0260498608550369,0.0597409929435889,0.0184289292596167,0.0197674686769187,-0.0059266313529224,0.0137860861427543,Male,49,Yes,No,Employed,Suburban,Master,1671084000
18,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,6bf2d4da-db89-41be-bee9-201c3e9de4ca,no_churn,0.3420604,0,no_churn,0.0223913068434649,-0.0058101380074003,0.143916122174269,0.213140119428499,0.163834000179286,0.120373044144753,0.0060458120240036,-0.0029164169540126,Female,55,No,No,Unemployed,Suburban,Doctor,1671084000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,2cf57373-9f60-4fcd-ac92-430b925de711,no_churn,0.31449354,1,churn,0.16955455638401,-0.0149088269150524,-0.0747361757028193,-0.087670444639416,-0.0820872253982634,0.0929571026913072,-0.0307556311328971,-0.0036112700812009,Female,54,No,No,Unemployed,Suburban,High School or Below,1671084000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,96a158eb-b65b-40fa-9528-f26e71650f7f,no_churn,0.308337,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Female,72,Yes,Yes,Employed,Suburban,Bachelor,1671084000
1,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,16be229b-d1c1-4c6d-81bb-103f1e748ec8,no_churn,0.31449354,1,churn,0.24411604773908,-0.0064799973921981,-0.0432911939805853,-0.0663775582139624,-0.0075333274198328,0.110156209686102,0.07151726996457,-0.0158390349966066,Male,24,Yes,No,Employed,Suburban,High School or Below,1671084000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,283f5f94-d41a-4fa8-92fe-30f7e82111db,no_churn,0.53146327,0,no_churn,0.211944576091456,-0.0028285601014431,0.0521889814978067,0.115937212317008,0.02005269650243,0.152320894060363,0.0582184046645761,-0.0339664719623306,Male,61,Yes,Yes,Unemployed,Urban,College,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,1c99edd1-b35e-4610-a063-8927323acdbe,no_churn,0.16382387,0,no_churn,0.140370430891326,-0.0013074561043686,-0.0689997093414513,-0.072870978595547,0.0232271486292575,0.078276763068261,0.0893813890900492,-0.0590972610077187,Male,52,No,Yes,Employed,Suburban,College,1671084000
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2139504c-377e-49ea-b22d-c263c1037863,no_churn,0.07652202,0,no_churn,-0.0922121903504285,-0.0058160800093901,0.009917119392976,-0.0121141608069592,-0.132585653503875,0.0352037582874891,-0.021754560917434,-0.0163310506918242,Female,72,No,No,Retired,Suburban,Bachelor,1671084000
67,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,d2cd4eaf-efb8-4a88-b2f4-a298e8dd3f94,no_churn,0.085045524,0,no_churn,-0.166682072417261,-0.0022054094463965,0.0320355549085252,0.0211733220200949,-0.0255915094772717,-0.134103259234944,0.0007212864480788,0.0356259352151755,Male,30,No,No,Employed,Rural,Bachelor,1671084000
67,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,968b0cf0-6899-425b-b927-b9fb82da8422,no_churn,0.02153474,0,no_churn,-0.152085294303679,-0.0005155886925058,-0.0154441132005376,-0.0337488637978822,0.0344779458578887,0.0173624766694047,-0.0181829680366263,0.0491102526193208,Female,49,Yes,No,Unemployed,Suburban,High School or Below,1671084000
51,Yes,No,High Speed,Expired,Two year,100hrs+,Active,4977b546-3f6e-479e-a8b3-37ed8964f706,no_churn,0.016260503,0,no_churn,-0.0748091029938041,-0.0037921894031751,-0.019720640912692,-0.0327434345801884,-0.0797940822424061,-0.0980194323935575,0.0154794221101292,0.0243733080932179,Male,43,No,Yes,Unemployed,Rural,High School or Below,1671084000
10,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,94c988d6-2c14-4a08-8ee0-f7adb9a1c784,no_churn,0.12635301,0,no_churn,0.038059841230488,-0.0084654098310602,0.0010726833778699,-0.0346751015138579,0.0700500172406555,0.0848678620374357,0.110598544697605,-0.070534586343474,Male,39,No,Yes,Retired,Urban,Master,1671084000
2,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,348db3d0-bf74-46c5-845d-c277fcdffe3d,no_churn,0.17848876,0,no_churn,0.121811006720254,-0.0101717821365309,-0.051078438227687,-0.0784746861250823,-0.0331129000199507,0.0593293664094562,0.0750073734371108,-0.0294284848014103,Male,49,No,No,Employed,Suburban,High School or Below,1671084000
30,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,e8a9bfa7-f504-479b-9c36-28858e2e8c6d,no_churn,0.36775288,0,no_churn,0.0113401911448636,-0.0018222572695231,0.101402409065577,0.16807248759399,0.0551082060524004,0.116683528587773,0.059175697297228,0.0718469298874333,Male,20,Yes,No,Employed,Suburban,Bachelor,1671084000
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d879f87c-1fc1-4f92-ac0c-bd2a2b0b0bb8,no_churn,0.15261403,0,no_churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Female,54,No,Yes,Medical Leave,Suburban,College,1671084000
18,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,79e64e23-4992-473c-b109-7e4c26e27f4d,no_churn,0.5576255,0,no_churn,0.0218482814403751,-0.002715071571074,0.0538529128951813,0.129377542353513,0.0514472071781801,0.0560514860640523,0.037306241674778,-0.0028614145566461,Male,31,No,No,Employed,Suburban,College,1671084000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,937e70ac-7222-41b1-b6a0-b9e4c3a391d4,no_churn,0.067287624,0,no_churn,-0.103382376352811,-0.0027591274447149,0.0811755892644714,0.0171949270161576,0.0772023902453474,0.0769212617554967,0.0649066497167268,-0.0413968599585587,Male,67,No,No,Medical Leave,Urban,High School or Below,1671084000
72,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,617d3bfc-fe66-46cd-8d34-b41feb2c2d10,no_churn,0.0036480573,0,no_churn,-0.125933419382382,-0.0065176119235547,-0.0973415435185416,-0.0117081230875555,-0.0579826832287653,0.0495110186872625,0.0364270766319532,0.0445191351507674,Female,77,Yes,Yes,Employed,Suburban,Bachelor,1671084000
58,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d6d9ddd9-fc93-4bef-bf03-dcae606e70c2,churn,0.051251672,0,no_churn,-0.108728415385667,-0.0116714001509171,-0.0295274906504528,-0.0593035334896467,-0.0573803289812349,0.0297802212365968,0.0259588808132139,-0.0281540858426615,Male,37,No,Yes,Unemployed,Urban,High School or Below,1671084000
58,No,No phone service,Medium Speed,Expired,Two year,<80hrs,Active,2ba2008e-fc95-49e4-819e-9bd8c1c69163,churn,0.0230665,0,no_churn,-0.028564528502145,0.0592988058241735,0.028561130145149,0.0232322235050151,0.0139036321202638,-0.114981105223001,0.0881346442699305,0.0413890487988374,Male,20,No,Yes,Unemployed,Urban,High School or Below,1671084000
55,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e0bf26ac-9d29-4e4e-9733-21f63284737f,no_churn,0.067287624,0,no_churn,-0.222425054365722,-0.0114552960352739,0.0319184525296986,0.0481574780577648,-0.0273783440012721,0.0246613509214239,0.0193434771712236,-0.0418482163438966,Female,72,No,Yes,Disabled,Suburban,College,1671084000
7,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ee1524a9-f941-470b-9bf7-b101bd008d06,no_churn,0.6815531,0,no_churn,0.0903782438865164,-0.0007790745255988,0.0189026403519801,0.149700285507861,0.0051962630269645,0.0928562637462619,-0.0314856886621601,0.0237980843279547,Male,79,Yes,No,Employed,Suburban,High School or Below,1671084000
7,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,7283b04d-0a03-433f-8dfc-6ecdf7291d26,no_churn,0.6815531,0,no_churn,0.0903782438865164,-0.0007790745255988,0.0189026403519801,0.149700285507861,0.0051962630269645,0.0928562637462619,-0.0314856886621601,0.0237980843279547,Male,76,Yes,Yes,Employed,Suburban,College,1671084000
65,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,bf4a3123-24d6-44d9-85aa-62ba90bd8ac0,no_churn,0.16030249,0,no_churn,-0.102586068165178,-0.0060267024650238,0.0174350390970357,-0.0106004599579864,-0.0719231669078635,0.0430421993733125,-0.030665446200528,0.0422984524767162,Male,22,No,No,Employed,Suburban,Bachelor,1671084000
41,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,abe15c3d-a107-4de6-948a-9441322d5d74,no_churn,0.7061498,1,churn,0.0290122681938646,-0.0018448491719027,0.0480465631843799,0.0492232317896559,0.135806061943113,0.122343434755276,0.103331781331071,0.115055362015082,Male,23,No,Yes,Unemployed,Suburban,Bachelor,1671084000
38,Yes,No,Medium Speed,Expired,One year,100hrs+,Disabled,b3010adc-205c-43cf-a0d6-95230ba3c0f6,no_churn,0.056449596,0,no_churn,-0.0456147326725658,-0.0044219520194383,0.0011893715729183,-0.103430533678343,-0.0285596963073112,-0.0450292280102894,0.0221424294466305,-0.0253018091698777,Female,27,No,Yes,Employed,Rural,Bachelor,1671084000
12,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,<80hrs,Disabled,6a566fbc-43f2-4db1-874a-53f7231884fc,no_churn,0.0088034915,0,no_churn,-0.0103550965983458,-0.0033856369506611,0.0216925018385154,-0.0431736329667455,0.0472331385566212,-0.138699068133424,0.0652594535826847,-0.0375978121968637,Female,47,No,Yes,Employed,Suburban,High School or Below,1671084000
12,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,5dd04ced-3f4b-4bbd-b49a-38d76a44526f,no_churn,0.23573631,0,no_churn,0.0157620314905943,-0.0135804528178414,-0.0049832249319115,-0.153179079536221,-0.0836809792547592,0.0719450171046537,0.05436219455034,0.0643283428760332,Female,28,No,No,Employed,Suburban,Bachelor,1671084000
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ca03cde-1a55-4406-8771-6b8f94e3c4a2,no_churn,0.286137,0,no_churn,-0.0528674955030692,-0.002618435053173,-0.0918010691856034,0.106447691512476,0.0057654340322005,0.031977858461305,-0.006127879058622,0.005102511906698,Female,32,No,No,Unemployed,Urban,Master,1671084000
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,bf97ee11-5b43-498a-8f75-7148d038f95b,no_churn,0.87479794,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Male,51,No,Yes,Employed,Rural,College,1671084000
72,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,b4a332d0-0efa-4e96-afaf-d69ebb2f47b5,no_churn,0.008176255,0,no_churn,-0.08026169444272,-0.0067416882432735,0.0422210199508617,-0.0734727626356061,-0.0116532567371223,0.0758020653696712,0.0631884374414085,0.0652250619209371,Female,26,No,Yes,Employed,Rural,High School or Below,1671084000
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,b5ccd0f5-0f58-4e1a-9cdc-88c7c91d3cfc,no_churn,0.11699196,0,no_churn,0.158355047405212,-0.0118564840735052,-0.0261531876450635,-0.0093236769108489,0.036290990662419,0.100699550230511,-0.0228278610901907,-0.005884268416089,Male,43,Yes,No,Unemployed,Suburban,Bachelor,1671084000
66,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,c620e4f8-1b98-4215-a32d-7824bf288156,churn,0.020357618,0,no_churn,0.0015335542935645,-0.0055766772923379,0.0640868961592059,-0.0348556468214337,-0.02084693498472,0.0665271592912631,0.0652799075135408,0.0681589256476399,Male,58,Yes,No,Unemployed,Suburban,College,1671084000
57,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,507f71e7-6fd9-41ea-9f20-12e4603f42de,no_churn,0.021109534,0,no_churn,-0.0893639546426857,-0.0120731858731232,-0.0256137392351411,-0.0736810707509266,-0.0717538912244708,0.0294856880685438,0.0194694184610307,-0.0254954174741305,Female,38,No,Yes,Employed,Urban,High School or Below,1671084000
41,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,11b8cad8-ed03-4db6-be11-68a7e576dce4,no_churn,0.7061498,1,churn,-0.0793881770456164,-0.0039416964900738,0.0077402832803272,-0.0659963665129726,-0.0564350096365615,0.0617435792873675,0.0240799839851842,0.054004584697941,Female,73,Yes,No,Unemployed,Suburban,High School or Below,1671084000
50,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,4ad6019e-0bf1-4e87-ae31-6d98bf855fe3,no_churn,0.03510783,0,no_churn,-0.0298133770953063,-0.0017505362310475,-0.0742340491464801,-0.0049720780434654,0.0932544672213589,0.0679558329480005,0.0753233454345718,-0.0481230889831385,Male,77,No,No,Unemployed,Suburban,High School or Below,1671084000
20,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,a90d6617-d020-4a5c-ba13-a013da418b1b,churn,0.21833938,0,no_churn,-0.139889057822265,-0.0084535855756257,-0.0696134766256273,0.0398587500594294,-0.0081471175149545,0.0344840324681899,-0.027677695901084,0.0204119994651046,Male,60,No,No,Employed,Suburban,Bachelor,1671084000
65,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,66cb9a3a-b42e-451e-990d-bc1f611de1d5,no_churn,0.0076137235999999,0,no_churn,-0.109789978656827,-0.014581024828185,0.0177021554542807,-0.046020082901723,-0.0404342057409849,0.0392961169103182,0.0404978826555634,-0.0356970140359408,Female,39,Yes,Yes,Medical Leave,Suburban,Bachelor,1671084000
24,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,9efcde9f-6753-4904-9de3-b97e3809c89e,no_churn,0.48618254,1,churn,-0.190102700083207,-0.0041200028603634,0.0203268581275551,0.0640626847340899,-0.0218692283315613,0.0528623611147759,-0.0417610174167384,-0.0617584392557364,Male,35,No,No,Unemployed,Suburban,College,1671084000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,9a13f7c6-e301-42ee-9647-5862628bb580,no_churn,0.5137777,0,no_churn,0.162140596842428,-0.0114482837238392,-0.0267431330207864,-0.0383634232090298,0.0310802874255205,0.109742576246595,0.0854793109182173,-0.0561073033020329,Male,28,No,Yes,Employed,Rural,College,1671084000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,46fe14e6-6194-44b2-9ce9-cb68e444bd57,no_churn,0.5137777,0,no_churn,0.187910811259262,-0.0107397350352039,-0.0303224092016444,-0.0359978210071676,0.0402120150237624,0.11694750766982,0.128006982540082,-0.0681778995296372,Male,75,No,Yes,Employed,Suburban,Master,1671084000
27,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,1c12e37f-ea9a-4605-ab1e-a54030a7df79,no_churn,0.32006148,0,no_churn,0.112009522913586,-0.0016112435558534,-0.024210070525014,0.0290203151387686,0.152472008522327,0.141026398537688,0.166269780770308,0.0829971484519228,Female,27,No,No,Employed,Urban,Master,1671084000
63,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,b161e46d-08a1-4ce6-8454-4ff739c3f48d,churn,0.1348532,0,no_churn,-0.240857526824584,-0.0053302219166107,0.0194556366039614,0.0089686596395404,-0.0090062285315707,0.0037674419643826,-0.0189116113670934,0.0128876968915301,Male,20,Yes,Yes,Retired,Suburban,Bachelor,1671084000
4,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,0c1d0235-7a34-4fa4-a3e4-dc0975406617,no_churn,0.70168376,1,churn,0.122894272099747,-0.0039682881433691,-0.0400772520493228,0.150734027857616,-0.0249400539653015,0.0718480585921406,0.0280720887629286,-0.0050830480005333,Male,55,No,Yes,Employed,Suburban,College,1671084000
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,12f2dde8-1394-48d1-b2bd-40403a8f3620,churn,0.07652202,0,no_churn,-0.0925491196117491,-0.0062482189252659,0.011268206078148,-0.022087484189069,-0.141084981977774,0.0373750640009802,0.0239647669290752,-0.0163310506918242,Female,78,No,No,Employed,Suburban,Master,1671084000
56,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,63d5af61-3b1d-4b24-8377-c13206200729,no_churn,0.021286383,0,no_churn,-0.178758255731518,-0.0137544699521458,-0.0060406698958286,0.0655682262605296,-0.0949117188028685,0.00783613055768,-0.0210105549331274,-0.0179548375035483,Male,49,No,Yes,Employed,Suburban,Bachelor,1671084000
70,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,264cf619-879d-48b8-a941-847136cf7f61,no_churn,0.15124935,1,churn,-0.0219174142039492,-0.0037493667416492,0.0911754110809488,0.0878036852362492,0.029949182349128,0.0818019019503935,0.101683326520833,0.0957271253190265,Male,43,Yes,Yes,Unemployed,Suburban,High School or Below,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,d0d3925c-4681-481e-90c6-d1911952bc3a,no_churn,0.61030227,1,churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,60,Yes,No,Employed,Suburban,High School or Below,1671084000
18,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6d901ac3-098e-4844-956a-9317e3694490,no_churn,0.3420604,0,no_churn,0.0320122207673375,-0.0045745825232006,0.115523457029776,0.180948747372622,0.129133021275093,0.0988829433424689,0.0219644606056135,-0.0029164169540126,Male,65,Yes,No,Unemployed,Suburban,Bachelor,1671084000
33,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,b94edfe3-0851-4db4-8a75-a0540a0dec72,no_churn,0.014708027,0,no_churn,-0.124761635560526,-0.0083996623470739,-0.0305841341778796,-0.0505187354426925,-0.0456915830388607,0.0177838911508388,0.00731214104243,-0.0241664339323779,Male,22,Yes,No,Employed,Rural,Bachelor,1671084000
30,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,be26c88c-ba71-42cf-9ed4-a29feb924855,no_churn,0.36775288,0,no_churn,0.0113401911448636,-0.0018222572695231,0.101402409065577,0.16807248759399,0.0551082060524004,0.116683528587773,0.059175697297228,0.0718469298874333,Male,39,No,No,Disabled,Suburban,College,1671084000
5,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,a06dd10a-4881-41f1-b702-d908f28a5c51,no_churn,0.4827872,1,churn,0.0752173952320163,-0.0096714343322128,-0.0584610005166086,-0.0799021793962265,-0.0646599233495862,0.0141116808027254,-0.0848057609810712,0.0403117376720911,Female,57,No,Yes,Employed,Suburban,High School or Below,1671084000
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4c57a430-0ec5-45c4-a1b5-596e621f06d0,no_churn,0.4557657,0,no_churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Male,55,No,No,Unemployed,Rural,Bachelor,1671084000
14,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,d3bc60c5-6d2b-4dd0-8c1b-4cdabfeab4d4,churn,0.6355901,1,churn,0.023709360145458,-0.0081903389461422,0.000698120768593,0.138914620842061,0.0774237970896865,0.103979688747886,-0.0089768956914849,-0.0082522450403985,Male,54,No,Yes,Medical Leave,Suburban,Master,1671084000
4,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,9c4a38b2-fefa-44ac-9ff2-80835c886015,no_churn,0.53146327,0,no_churn,0.150383972484669,0.0009931229844733,0.0586796452457474,0.0909683804461292,-0.00858508156492,0.102693590740637,-0.039527046266794,0.0290339349040277,Male,42,Yes,Yes,Unemployed,Suburban,Master,1671084000
57,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,1689ec25-32e8-47cd-b0ad-4fba72c538b6,no_churn,0.17633468,0,no_churn,-0.148903621551299,-0.0133723260636907,-0.0434967515808239,0.0420190999754959,-0.0141592957845386,0.0175050167675181,-0.0158188054012862,0.0072005312982037,Male,79,No,No,Employed,Suburban,College,1671084000
4,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,1575594e-43aa-4f9a-b809-3ce3d2053393,no_churn,0.15261403,0,no_churn,0.140370430891326,-0.0013074561043686,-0.0689997093414513,-0.072870978595547,0.0232271486292575,0.078276763068261,0.0893813890900492,-0.0590972610077187,Female,70,Yes,Yes,Employed,Rural,Bachelor,1671084000
38,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,cb47157e-969c-4a96-a9b1-52b200b914f2,no_churn,0.056449596,0,no_churn,-0.0483285820491983,-0.0137115936032205,-0.0229204921123528,-0.176541144818984,-0.0134693251132011,0.041017105994797,0.0040989663438995,-0.0116710866296125,Male,67,Yes,No,Medical Leave,Suburban,Bachelor,1671084000
14,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,e45be43a-18fd-4bd1-8f51-1fa655a506b4,no_churn,0.04528108,0,no_churn,0.084689277196685,-0.013958143354348,0.0859140356886928,-0.0367904759541852,0.0337410090371031,0.0962743443968975,-0.0047589956840056,-0.0286133853482124,Female,79,No,Yes,Unemployed,Suburban,Bachelor,1671084000
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,424aea65-4dc8-423c-b6ba-63ed7a9559b0,no_churn,0.33746538,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,34,No,No,Employed,Suburban,Bachelor,1671084000
41,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,a1895b9d-2733-41fe-91aa-756eeec0f89c,no_churn,0.13214721,0,no_churn,-0.0781466727015595,-0.0154492665415091,-0.0254992500707885,-0.0542763382137309,-0.106049648360258,0.031862023955864,0.0093815128205642,-0.0208485127989206,Female,65,Yes,Yes,Unemployed,Suburban,Bachelor,1671084000
67,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,962b1be3-45e5-4750-9eb2-72412ef51e15,no_churn,0.022610936,0,no_churn,-0.113274995516767,-0.0152038513398656,0.0137915612006145,-0.0235525500012226,-0.0450972033518701,0.0329022573991278,0.0199447111962854,-0.023536081981183,Female,31,No,No,Employed,Suburban,Bachelor,1671084000
48,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,2010a2bd-675d-4021-84e7-51c7ce5904d2,no_churn,0.19286288,0,no_churn,-0.0915372757689692,-0.0024928305555658,-0.0684082679703169,0.140802991767541,0.0781740058996729,0.056598318420547,0.0882343294406291,0.039602579554139,Male,33,Yes,Yes,Disabled,Suburban,Bachelor,1671084000
36,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,fc4c8989-2a0a-4acb-b0ee-60c03f1dbfe6,no_churn,0.039416216,0,no_churn,-0.12306537643376,-0.0096166586421077,-0.0273201651172894,-0.086640102170204,-0.0130571501831764,0.0299889022388924,-0.0058923935766961,-0.0134232083792176,Female,53,No,No,Employed,Suburban,High School or Below,1671084000
70,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,dcc7c960-c45b-42ad-9ae6-307512b8b51c,no_churn,0.15124935,1,churn,-0.0219174142039492,-0.0037493667416492,0.0911754110809488,0.0878036852362492,0.029949182349128,0.0818019019503935,0.101683326520833,0.0957271253190265,Female,66,No,Yes,Employed,Suburban,High School or Below,1671084000
5,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,7bfb2b70-e266-4efa-85d8-754fed107711,no_churn,0.11497297,0,no_churn,0.174481242666088,-0.002632951537198,-0.0113205709924568,-0.0118246818402258,0.0052264640596058,0.0970239911862881,0.0968344360206356,-0.0556870942598288,Male,45,No,Yes,Employed,Rural,High School or Below,1671084000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,5204467a-0e72-4ecd-ad4a-56efd15d44e3,no_churn,0.110118315,0,no_churn,-0.281796444547949,-0.0041897965938369,0.0161031278540667,-0.0329748942263358,-0.0060223371886968,0.0329746805703007,0.0252786026051762,-0.0183990891876692,Male,37,No,Yes,Unemployed,Urban,High School or Below,1671084000
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8399eacf-e098-4be2-9fcd-256f02d4c205,no_churn,0.8395897,1,churn,0.0091167765442241,-0.0032228148999274,-0.0284732296729453,-0.0374377025390458,-0.0097796858219408,0.098768911348452,0.0115130659199803,0.0365837639196797,Female,30,Yes,No,Employed,Suburban,Bachelor,1671084000
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c4e3e6c1-994f-48a6-acda-6e2e49f9d36f,no_churn,0.085045524,0,no_churn,-0.257746701306596,-0.0035475576762109,0.0270470002419915,-0.0188261879594756,0.0087557080433725,0.0083371946646548,-0.0293242388737871,0.0062786284034882,Male,39,No,Yes,Employed,Urban,Bachelor,1671084000
59,Yes,Yes,Medium Speed,Expired,One year,100hrs+,Active,3c0adccd-38bd-41cf-b435-d83012ced780,no_churn,0.11809988,0,no_churn,-0.105120008966242,-0.0042339986915612,0.0117500307692535,-0.0411002591800206,-0.034124698630203,-0.0549323568093132,0.034371498341552,0.0366969751993383,Male,57,No,Yes,Unemployed,Suburban,Bachelor,1671084000
3,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,4c96b155-cf9a-49c2-9544-e5f3d38a7991,no_churn,0.52046967,1,churn,0.0392861084900141,-0.0169371564842003,-0.0878001737407203,-0.120188936947607,-0.0327413777036008,0.0543262945084916,-0.0580138482012807,0.0230429398057708,Male,69,Yes,Yes,Employed,Suburban,High School or Below,1671084000
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,82683904-ff8a-4189-9550-f5f4f8eefab2,no_churn,0.005170811,0,no_churn,-0.130721916500991,-0.0097503983733986,0.0337893782299056,-0.0848626417744185,-0.0570086919827235,0.0574324071770524,0.0460255104190582,0.0610702014990784,Female,45,No,Yes,Unemployed,Suburban,Bachelor,1671084000
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,410b403f-fbf7-4020-a1f0-c6c2af62cba1,no_churn,0.55815184,0,no_churn,-0.0537189206252651,-0.0030944502962847,0.0867255741809276,0.0580790092736151,0.0379951052302749,0.0767482380155479,0.0745824761151743,-0.0483844746139675,Male,77,No,No,Employed,Rural,Bachelor,1671084000
29,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Active,c642234c-739b-4178-8e91-92326430b59c,no_churn,0.09792187,0,no_churn,-0.104940174485923,0.0193504614329594,-0.0049758238654158,-0.0430349941845543,-0.0736640757154145,0.0575536723766072,-0.0230226069926902,0.0437073876085105,Female,44,Yes,No,Medical Leave,Urban,College,1671084000
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9ffc2093-cc86-431a-9b13-de8637fe2e31,no_churn,0.6314727,1,churn,-0.104341374021151,-0.0048586682369204,-0.0761228424457294,-0.0232595284438139,0.0556448160640866,0.0582840534949537,-0.0543393156301135,0.0149667086023691,Male,21,No,Yes,Employed,Suburban,Bachelor,1671084000
63,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,13bf3b59-f1a9-4706-916a-f667eb6a6945,no_churn,0.1348532,0,no_churn,-0.103289544322215,-0.0026049369035536,0.0448041364815435,0.0772733075262112,0.0373357362048045,-0.113175951400917,0.0241176664971135,0.0165134380081144,Female,56,No,No,Unemployed,Suburban,High School or Below,1671084000
10,No,No phone service,Low Speed,Expired,Month-to-month,0hrs,Disabled,9241450a-5416-450f-9ac2-6fca296bda80,no_churn,0.5457326,1,churn,0.165525833363067,0.204696272545252,0.0653451219335602,0.0444474454438295,0.113203712624259,0.144622802986878,-0.0184768477400984,-0.015890486041676,Female,79,No,No,Employed,Suburban,High School or Below,1671084000
3,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,fe3e6eec-a0d9-4248-9eb8-e0ddf6afcc77,no_churn,0.15921727,0,no_churn,0.116648515295365,-0.0094524020437529,-0.0268431426502138,-0.0684723654309164,-0.0408447207593235,0.0782023294828832,-0.0176705443343416,-0.0437363111823106,Male,78,No,No,Employed,Suburban,College,1671084000
25,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,f74bd356-8604-428c-b3d7-db30bd5907ba,no_churn,0.0237472779999999,0,no_churn,-0.0772231523583104,-0.0095835902387079,-0.0534173306185584,-0.0799907766340675,-0.0165550279168928,0.0080253823645307,-0.0206113817010464,-0.0196702738195745,Female,23,No,Yes,Unemployed,Suburban,Bachelor,1671084000
31,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,3c3fb190-5477-4bd4-9186-17e6bc4d1e9e,no_churn,0.27346477,0,no_churn,-0.185642102120464,-0.0123511603421502,-0.0175600519930594,0.0607466835295781,-0.0559984655766129,0.0540528362599707,-0.0442219662682146,-0.0569090682391834,Male,38,No,Yes,Employed,Urban,High School or Below,1671084000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,50545096-04d6-4c48-929a-1188adda35b0,no_churn,0.25932106,0,no_churn,0.23107923618878,-0.0095069798925214,-0.0418047851177789,-0.0875243320503568,-0.0309738996301712,0.119885641999099,0.0491270348426223,-0.0252162721190734,Male,43,Yes,No,Unemployed,Suburban,High School or Below,1671084000
4,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,f32eb7ac-4890-4458-8274-c4c3c65b3c61,no_churn,0.11497297,0,no_churn,0.141828869435994,0.0017648745660335,0.0214823489705213,-0.0628376841001636,0.0200168236282752,0.116266629084967,0.0741594693358456,-0.0470256622279248,Male,70,No,Yes,Unemployed,Urban,Bachelor,1671084000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,e094efef-4355-4804-8e05-cbc49347efaf,no_churn,0.8801533,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Female,74,No,No,Employed,Urban,High School or Below,1671084000
41,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,bfc6dd96-c1ef-41f8-9b5e-d320915f57ce,no_churn,0.7061498,1,churn,-0.0850397994094783,-0.0096307566879841,0.0328201215836816,-0.0858149342012984,-0.103470197571596,0.0600114784281777,0.0334535440077524,0.0563110587393021,Male,56,No,Yes,Employed,Suburban,Bachelor,1671084000
46,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,1f188d95-2a53-4211-a2b5-d0a2d650ff49,no_churn,0.1297408,0,no_churn,-0.158400310859197,-0.0035335966499314,0.0048030692287375,-0.0502352051348043,-0.0692469775581594,-0.0284170702843766,0.0386810355654233,0.0473229011764851,Female,65,No,No,Medical Leave,Rural,High School or Below,1671084000
69,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Active,570adfaf-5951-40ee-b363-219562d7387c,no_churn,0.058853455,0,no_churn,-0.0827534710026884,0.0385101636947729,0.0101255679982386,-0.0475303461843032,0.0288836938544318,0.0878122557760161,0.0498344652936066,0.0260915229245347,Female,25,No,No,Unemployed,Urban,College,1671084000
72,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,5092135f-1cca-4154-a0c2-d4e78a0c262e,no_churn,0.0036480573,0,no_churn,-0.0892649895864178,-0.0035965453057724,-0.0171482794475014,-0.0104041058171969,-0.0464951023239882,-0.134207458981682,0.012349815237676,0.0197405143614014,Male,60,No,Yes,Unemployed,Suburban,High School or Below,1671084000
68,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,a2d85b78-3f58-4360-8a14-c3158c72175f,no_churn,0.073678724,0,no_churn,-0.143186218980973,0.0681913505137163,0.0306687845377473,-0.0925058810027621,0.0186535929629098,0.069700350048788,0.0147543029274402,-0.0253024320587064,Female,51,Yes,Yes,Unemployed,Urban,College,1671084000
14,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,23c87ca9-e553-495d-bab3-9f57d83f7f1c,no_churn,0.04528108,0,no_churn,0.0824128522629644,-0.0118469886464572,0.0748205790686734,-0.0223009144980824,-0.0104085051460515,0.0830417194601432,0.055154211962108,-0.0286133853482124,Male,44,No,No,Employed,Suburban,Bachelor,1671084000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,ce89a4b3-bf2a-4e9f-afbd-5137719eefc2,no_churn,0.11554551,0,no_churn,-0.281796444547949,-0.0041897965938369,0.0161031278540667,-0.0329748942263358,-0.0060223371886968,0.0329746805703007,0.0252786026051762,-0.0183990891876692,Male,53,Yes,Yes,Employed,Urban,College,1671084000
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,7d49374c-3190-41e4-9925-cfa90b91044b,no_churn,0.6727345,1,churn,0.282336519424589,-0.006567461284103,-0.0467147581722747,0.0695118226368322,-0.0084185014890499,0.119451291177302,0.0935692098998879,0.0753057286998046,Male,29,Yes,No,Employed,Suburban,High School or Below,1671084000
5,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,aa23987f-2634-4440-ab8e-a5ade4ad4294,no_churn,0.15165362,0,no_churn,0.0946592698147514,-0.0060828633697929,0.0344614064932102,-0.103313658106249,-0.0801367941556645,0.0768429789476795,-0.0194300937271327,-0.0414152826085501,Female,79,No,Yes,Employed,Suburban,Master,1671084000
17,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,ba5b82f6-e5d8-42c8-b79a-6b0bd367a626,no_churn,0.23612732,0,no_churn,0.0308808685375697,-0.0082644529717799,0.0233227365657239,-0.124373224987326,0.0649394082676235,0.0695429909304357,-0.0381787560369275,-0.0077290548822202,Female,58,No,No,Unemployed,Suburban,High School or Below,1671084000
31,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,943e7588-e6ef-45f4-bc91-3224e9d7897d,no_churn,0.3307771,1,churn,-0.133486299648584,-0.0112620638645603,0.0066177651413454,0.0753918833570423,-0.0313655181088779,0.0638984361216898,0.014231571806431,-0.0569090682391834,Female,64,Yes,Yes,Employed,Suburban,Bachelor,1671084000
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,58df177b-a765-4727-a49e-0f8c97631b16,no_churn,0.006305458,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,58,Yes,No,Employed,Suburban,College,1671084000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4241c98b-fb62-4877-beb8-866da956b1c7,no_churn,0.11554551,0,no_churn,-0.272959849050935,-0.0043824964672421,0.0127778619731907,0.0046495911011516,-0.0119359049276044,0.0344837827096262,-0.0132600458951128,-0.0183990891876692,Female,54,No,Yes,Employed,Suburban,College,1671084000
58,Yes,No,Low Speed,Expired,One year,<80hrs,Disabled,423e86bb-f2d9-4f3f-b6f1-1e75b1eae66b,no_churn,0.051251672,0,no_churn,-0.0843048191047728,-0.0055496158048117,-0.0130214032789808,-0.0535973918573108,-0.0318386507628747,-0.0535761849181381,0.028034447954933,-0.0251725346311377,Female,80,No,No,Employed,Suburban,Master,1671084000
44,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,d0061ada-d19e-411d-a125-2517c2a8b531,no_churn,0.18831046,0,no_churn,-0.19452253634563,0.0462121391658638,0.0096915692740913,-0.0310531622190228,-0.0664825392357306,0.0663395870835847,-0.0126376339542366,0.0334264255640118,Female,61,No,No,Employed,Suburban,Bachelor,1671084000
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,315ab402-d03d-4cf9-99e7-b787841e33c0,no_churn,0.17848876,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Female,30,No,No,Employed,Suburban,Bachelor,1671084000
27,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,f6d5166f-c38c-4f79-b4aa-549f1bff3bc7,no_churn,0.32006148,0,no_churn,-0.178946157633718,-0.0074322069365371,-0.108612678209065,0.0557110418769116,-0.111496390770826,0.0407714715023939,0.0260669428106211,0.0149118245846875,Male,45,No,Yes,Employed,Rural,College,1671084000
45,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,825e6b6a-6afb-4cea-a809-e9879c56c693,no_churn,0.30023298,0,no_churn,-0.226731319370192,-0.0051407840317006,-0.0289702262492573,-0.0160898151573019,0.0635775524011114,0.0196834202598074,-0.0252130009784923,-0.000141977053463,Female,41,Yes,No,Unemployed,Suburban,College,1671084000
51,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,99f4a2a4-efbf-4b57-ae4a-7d4a4118634e,no_churn,0.0813191759999999,0,no_churn,-0.235146698433218,-0.0060336851662941,-0.0433074426389066,0.0589492096781577,0.0001482391364697,-0.0047716141789533,-0.0218424435949418,-0.0170217154220699,Male,41,No,No,Unemployed,Suburban,College,1671084000
17,Yes,No,High Speed,Expired,One year,100hrs+,Active,e14f8ed6-edf9-4a5b-80c3-00d3f8d1f4ee,no_churn,0.39777604,0,no_churn,-0.0335806598734961,-0.0023937375597233,-0.076869980898009,-0.0663053794207735,-0.0025168980235321,-0.0514063038019776,0.0326555505160467,0.0313912574998175,Female,24,Yes,Yes,Employed,Urban,College,1671084000
14,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,3eecf528-32fb-4ad6-8788-290e67f59908,no_churn,0.06934374,0,no_churn,0.0345521377562181,-0.0123042699082725,-0.0678719707939126,-0.0017448337940004,0.060540597833733,0.0946021508695958,0.141324792532178,-0.0723469759761428,Female,58,No,Yes,Employed,Rural,High School or Below,1671084000
48,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,dec37140-6db6-4a03-881d-eb664b51bfa6,no_churn,0.081428066,0,no_churn,0.0124298077982166,-0.0004779099887309,0.135246146372047,0.203824862504343,0.0821878791235212,0.114227408280321,-0.0018959290342354,0.0165854332335584,Male,32,No,Yes,Employed,Rural,Bachelor,1671084000
46,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,d1f3fe38-b00c-42fc-913e-fc56d40fc4ae,churn,0.1297408,0,no_churn,-0.207545778186395,-0.0064729072244153,0.0188205279243356,-0.0448545797246697,-0.0346940279814225,0.0383587738054757,-0.0208002801874863,0.0281621198582433,Female,40,No,No,Employed,Rural,High School or Below,1671084000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,ffb679ed-b514-4b02-b165-f4fd49cb4e53,no_churn,0.6098482,0,no_churn,0.236828058960073,-0.0066962266764676,-0.0365875964271344,0.0800460194198785,0.0255461856949659,0.136174306926287,0.0826665832134131,-0.0406434693588653,Female,56,No,No,Retired,Suburban,Bachelor,1671084000
5,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,c224f840-35a1-499a-9d18-8a4339c86ca1,no_churn,0.11497297,0,no_churn,0.174481242666088,-0.002632951537198,-0.0113205709924568,-0.0118246818402258,0.0052264640596058,0.0970239911862881,0.0968344360206356,-0.0556870942598288,Female,64,No,No,Employed,Urban,Bachelor,1671084000
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,257b61da-60ce-4285-8fa2-51038f17ad40,no_churn,0.36775288,0,no_churn,-0.159381045383661,-0.0047549188495213,0.0246911353768246,-0.0885832084022513,0.0134889218375974,0.0056477157073368,-0.0435908803512029,-0.0065438717471806,Male,33,No,Yes,Medical Leave,Suburban,College,1671084000
4,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,1b5a098c-b7d4-48dc-b03f-af019ec8a5fa,no_churn,0.5678147,1,churn,0.134301574470137,-0.0002300462528364,-0.0462388014538191,0.0795194534229813,-0.0411552546093207,0.0731617438941975,-0.0038759735358326,0.0028789512456751,Female,43,No,Yes,Unemployed,Suburban,High School or Below,1671084000
40,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,69a0d240-eb6b-4bac-a5a9-d2e17cb9e4f3,no_churn,0.5122715,1,churn,-0.0545291456596078,-0.0018814551442119,0.126741496807008,0.0884268134997546,0.0662196570838205,0.136431904472029,0.112574898666044,0.126513498301938,Female,72,No,No,Employed,Urban,Bachelor,1671084000
25,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,c4af3a93-8b22-457f-9de6-5315fe586d5e,no_churn,0.0237472779999999,0,no_churn,-0.0944063220322186,-0.0133376792689341,-0.12115579622513,-0.0668077985749278,0.0460561290800342,0.0288587704373003,0.0340129401732974,-0.0372463950864766,Female,48,No,No,Employed,Suburban,College,1671084000
14,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,be94f78a-5cd1-4834-991a-06d25f732da2,no_churn,0.4487853,0,no_churn,0.109764060220241,-0.0063073169155359,-0.0446271071417322,0.0384430215691008,0.11828545146951,0.127505849634072,0.135545785677477,0.132364107901121,Male,79,No,Yes,Employed,Suburban,Master,1671084000
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,2ddf980f-4146-4a5d-a662-86b68e850d39,churn,0.13866235,0,no_churn,0.026527940913711,-0.0136582411151175,-0.0245949269878838,-0.094159296305288,-0.0734252554792328,0.0519458352781475,-0.0363944480733516,0.0347322413830897,Male,75,No,Yes,Employed,Suburban,High School or Below,1671170400
54,Yes,Yes,Medium Speed,In_Store_Support,One year,100hrs+,Active,fb425f8b-88d0-4cb1-8ebd-0df9b4e7afcc,churn,0.16578194,1,churn,-0.0661757009978555,-0.0021086115865909,0.0211463733805703,-0.0728722563525298,-0.0705356772056802,-0.0546036355381875,0.0125246478162807,0.0435987072422176,Female,39,No,Yes,Unemployed,Rural,High School or Below,1671170400
68,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Active,0140c581-6636-41fd-bee9-0533a0f244c6,churn,0.02093403,0,no_churn,0.0637130259686637,0.0027909537651066,0.0748753615969144,0.0434346019429358,0.0471917347913404,-0.167773151474921,0.107156030472524,0.09813291926097,Female,35,No,No,Disabled,Rural,College,1671170400
70,No,No phone service,Low Speed,Expired,Two year,<80hrs,Active,d3239ea7-515a-44ac-8b15-513ade5d9528,churn,0.019216474,0,no_churn,-0.0952871829075229,0.0153352661339158,0.0028728773785405,-0.0309292351369504,-0.0121397131749336,-0.17254657132683,0.0084549866295674,0.025213420302598,Male,47,No,No,Employed,Urban,Doctor,1671170400
13,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,cf5beb43-523c-4032-a215-c3da376d18fe,churn,0.014982321,0,no_churn,0.0267660189195066,-0.0044421896178027,0.0156618271942534,-0.0299249550763488,-0.0269109169657895,-0.237637306758243,0.0308680989684762,0.0465932715120106,Female,29,No,No,Unemployed,Suburban,College,1671170400
67,Yes,No,High Speed,Expired,One year,100hrs+,Active,171b8aa9-d35d-473d-9bff-e0f14f7a33b9,churn,0.05891075,0,no_churn,-0.156623634526604,-0.0044647356845598,-0.0401604264433444,-0.0385675268281556,-0.0241283511883739,-0.0618097371845215,0.0308270252996953,0.0359012340504159,Female,65,Yes,Yes,Employed,Urban,College,1671170400
44,Yes,No,Low Speed,Expired,One year,<80hrs,Active,a857cf08-d916-43dd-bb83-5cdee30e595d,churn,0.11712371,0,no_churn,-0.111797235381455,-0.0067194269565879,-0.0071047017533783,-0.0621056765061166,-0.048938011797918,-0.0488020278800377,0.0053972811068524,0.0410436459222,Male,41,No,Yes,Retired,Suburban,Bachelor,1671170400
50,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,af5b4c7f-444b-4167-a8fa-8f1e24214af3,churn,0.09354366,0,no_churn,-0.0801719364052587,-0.0049148138265263,0.0216007812821317,-0.0307448501419366,-0.088597456644884,-0.109988784340512,-0.0054830145583491,0.0292739210636591,Male,50,No,No,Unemployed,Suburban,College,1671170400
56,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,2184e1fd-9b72-49fa-9aca-6742fb7832f3,no_churn,0.062275097,0,no_churn,0.0210667091702089,-0.0005679114680606,-0.0155455413649178,-0.0030329280729165,0.0833506486494297,-0.16823438976613,-0.0185651691888597,0.062502430826571,Female,76,No,No,Employed,Urban,College,1671170400
35,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,48d6a5d8-3f1f-4016-9c4d-0a7645566cb0,churn,0.17825428,0,no_churn,-0.133318202308565,-0.0023277860699272,0.0252039532235539,-0.0461658413719124,-0.083995990404328,-0.0161892263101799,0.0059856100754586,0.0117813298540204,Male,73,Yes,Yes,Employed,Rural,College,1671170400
66,No,No phone service,Medium Speed,Expired,Two year,100hrs+,Active,d670d150-dda1-43f1-95c8-abdf1f3b9bea,churn,0.028313406,0,no_churn,-0.0314821963971508,0.009180630274368,-0.0069006225603516,-0.0101841945471915,-0.0122565845445478,-0.165121976619776,0.0079657471209066,0.0297730464011874,Male,56,Yes,No,Employed,Suburban,College,1671170400
71,Yes,No,High Speed,Expired,Two year,<80hrs,Active,f6f4f531-eb92-4878-9d38-25f78432907e,churn,0.0064282976,0,no_churn,-0.0761435848491055,-0.0157016132962598,-0.0596087928727229,-0.0243711337035256,-0.0213513546651756,-0.114314025965778,0.0191421635298956,0.0233221897712064,Male,38,No,Yes,Employed,Rural,High School or Below,1671170400
66,Yes,No,High Speed,Expired,Two year,<80hrs,Active,9fa7668d-2107-4292-9948-2dc94370e271,churn,0.020112317,0,no_churn,-0.0516955707599163,-0.0036881477513816,-0.0338503539576322,-0.0262180454225017,-0.0488551618377368,-0.119802715551659,-0.0090535286403428,0.0241373710465632,Female,57,Yes,Yes,Employed,Rural,High School or Below,1671170400
71,No,No phone service,Low Speed,In_Store_Support,Two year,100hrs+,Active,24efb08b-847b-435a-91b6-d6cc863bd3b9,churn,0.011434487,0,no_churn,-0.097845385603141,-0.0072898588662019,-0.0129084626055691,-0.0069409397291974,-0.0450259659519406,-0.138543463661044,0.0169906603986009,0.0225372643433274,Male,60,No,No,Employed,Suburban,High School or Below,1671170400
68,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,2cd11f75-1666-46d1-9677-b17659faf37d,churn,0.014366656,0,no_churn,-0.0462660114134814,-0.00281578046106,0.0267905386040001,-0.0941347169463006,0.0016515114829235,-0.144414107207085,0.0405568142782794,0.0456889335276537,Male,68,No,Yes,Unemployed,Suburban,High School or Below,1671170400
71,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,7f76b3d1-9f61-4fd3-aa97-64ccff58af4d,churn,0.027745329,0,no_churn,-0.0837508571484068,-0.0042115917351475,0.0114427654561222,-0.0513528332178793,-0.0209148575913241,-0.174543246750036,0.0237993964292581,0.0305050729504364,Female,53,No,No,Employed,Suburban,Bachelor,1671170400
70,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,4dc3b73f-441e-4d1c-a901-102feba768d4,churn,0.04605048,0,no_churn,-0.0825401088937906,-0.0039097185067294,0.0118325601057495,-0.030572786582752,-0.0330484161428557,-0.149745181063736,-0.0089307516692042,0.0278882498131224,Male,68,No,No,Unemployed,Rural,Bachelor,1671170400
38,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,dd7f071b-9b94-41c0-9e44-7f644f1d04c5,churn,0.08629413,0,no_churn,-0.0602700724017177,-0.0045673823711513,0.0030952543977491,-0.048640772646263,-0.0141611269542318,0.0789441667173832,-0.0190031079650998,0.0283626052028557,Female,50,No,No,Unemployed,Suburban,Bachelor,1671170400
64,Yes,Yes,Low Speed,Expired,Two year,<80hrs,Active,b104e0bf-1041-4e4b-8f4d-993c6579038f,churn,0.012604892,0,no_churn,-0.106257729519048,-0.0055509508082104,0.007272640204701,-0.0169746227507312,-0.0313958564416316,-0.120817343415201,-0.003584830348027,0.0282825406840129,Female,56,No,Yes,Unemployed,Urban,College,1671170400
58,Yes,No,High Speed,Expired,One year,100hrs+,Active,71280e36-0651-49f3-99e2-db3f3fc902ca,churn,0.090561315,0,no_churn,-0.16485928969807,-0.0059052535453156,-0.0338101313473816,-0.0345097146175976,-0.0434564439383757,-0.053132065547561,0.0280977213075129,0.0385490258870959,Female,21,Yes,No,Unemployed,Suburban,High School or Below,1671170400
71,Yes,No,High Speed,Expired,Two year,100hrs+,Active,7cc2f194-01e5-4b94-ab9e-efc55081c189,churn,0.0071124425,0,no_churn,-0.0920863731086319,-0.0055043368888436,-0.0259962441240713,-0.021834493778515,-0.0355620923765491,-0.128005924374229,0.0161424846986847,0.0238208273824966,Male,71,No,Yes,Employed,Suburban,Bachelor,1671170400
69,Yes,No,High Speed,Expired,Two year,100hrs+,Active,007b6d10-1eab-4207-860f-a23e198ad03c,churn,0.017114595,0,no_churn,-0.0528120740493068,-0.0033318639785647,-0.0638263113092943,-0.019945377953154,-0.0240685929504797,-0.119611399335809,0.0312320406859907,0.0293493322973699,Female,31,Yes,No,Employed,Rural,Bachelor,1671170400
54,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,240e04b8-7619-4aa6-a6d9-c6d0a01206a7,churn,0.1056187,0,no_churn,-0.124495222250061,-0.0135257979354537,0.0407635444929746,-0.0657324379938836,-0.0410873029352842,0.0182742227433936,0.0326350254311364,0.0441418176244042,Male,20,No,Yes,Employed,Rural,Bachelor,1671170400
6,Yes,No,Medium Speed,Phone_Support,Two year,100hrs+,Active,ed05392a-f425-42ea-b91e-27c211ddb9be,no_churn,0.015745163,0,no_churn,0.0137315245578247,-0.0025235340394647,0.0185420185598741,0.0016979420935786,0.0938947774103326,-0.211487817848301,0.0798027762024503,0.0873161608987902,Male,40,No,No,Unemployed,Urban,College,1671170400
27,Yes,No,High Speed,Expired,One year,<80hrs,Active,69a28d41-9f4a-4689-a4cd-40ccd728bbcf,churn,0.11227599,0,no_churn,-0.0983089392617739,-0.0039690327529024,-0.0180283259148564,-0.0495529565464221,-0.0517694509832563,-0.0626183577202209,-0.0223718068552443,0.0375927170129762,Male,50,No,Yes,Unemployed,Suburban,Bachelor,1671170400
68,No,No phone service,Low Speed,Expired,Month-to-month,<50hrs,Active,b5afd5ba-8ca1-4232-9529-74e032806a79,churn,0.12360225,0,no_churn,-0.199241295636393,-0.0101181393648766,-0.0155814682435811,-0.0336884725679465,-0.0531401255860964,0.0506878549634893,-0.0213433816996166,0.0233988754831352,Female,72,Yes,Yes,Employed,Rural,Bachelor,1671170400
45,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,29b9f76d-3d4a-4f8a-a26a-9076db4e647a,churn,0.042415455,0,no_churn,-0.100850541790587,-0.0041410006740625,0.0027161208540746,-0.0545459442813808,-0.030753125833562,-0.110982053964744,0.0089085423637152,0.020621851609867,Male,42,No,No,Employed,Suburban,College,1671170400
60,No,No phone service,Medium Speed,Expired,Two year,<80hrs,Active,391ba38a-a2e2-4e28-9580-4c61da982161,churn,0.014673614,0,no_churn,-0.03678135144434,0.0602083540334479,0.0293558727016125,0.0420487241236924,0.0173057815170341,-0.104205904070027,0.0867597934067544,0.0362825817209795,Female,29,No,No,Unemployed,Urban,College,1671170400
62,Yes,No,High Speed,Expired,Two year,100hrs+,Active,6267d7de-c5e3-4062-a08f-22a1c2c1a742,churn,0.052905694,0,no_churn,-0.0923449162162614,-0.0044954036793569,-0.0210750322755302,-0.0231788650394628,-0.0455561084478722,-0.10845073084758,0.0162056235322234,0.0198692805185601,Male,27,No,Yes,Disabled,Rural,High School or Below,1671170400
26,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,b4f0f4ea-16b6-4258-b457-ad499d0e8bc0,no_churn,0.1204875,0,no_churn,-0.12990993241574,0.0880799171127091,0.0306043936340392,-0.0235896914183013,-0.0001266333660896,0.0957108709071235,0.0582243177929922,-0.0380193911997139,Female,76,No,No,Unemployed,Suburban,Master,1671170400
23,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,0c264c32-1995-4682-9705-2b4f3d479946,no_churn,0.052971974,0,no_churn,-0.0192460685455898,0.0006279364271176,-0.0365504682364371,-0.0048553468686804,0.043522385428605,0.0181681508717701,0.100871740713428,-0.0415644772108589,Female,75,Yes,No,Employed,Rural,College,1671170400
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Disabled,42f23cce-9e94-4a3e-9bb5-8b29cf31f90d,no_churn,0.006440348,0,no_churn,-0.11041491831814,-0.003264583558232,0.0018756681901618,-0.0075271965228716,0.0189022966897482,-0.1829767606121,0.0349901447337651,-0.0206108027871141,Male,56,No,No,Retired,Suburban,Bachelor,1671170400
24,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,40944dae-1a3b-45d2-b74e-28c5d1b7079f,no_churn,0.14256221,0,no_churn,0.0092402676166238,-0.0076326539763613,-0.0075245264487602,0.0161874061202343,0.00524128509016,0.0737979288335373,-0.0058666842647835,0.0018641638382814,Male,38,Yes,Yes,Unemployed,Rural,College,1671170400
31,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,b683d0e9-43c4-4b45-802c-5d27a8bce47a,churn,0.14298879,1,churn,0.0809937926191605,0.0936826150990327,0.0480074349374444,0.0567978410444448,0.085574273534421,0.156789646066641,-0.0041706604053797,0.0132989149492004,Male,75,No,No,Employed,Suburban,Bachelor,1671170400
50,Yes,Yes,Medium Speed,Expired,Two year,0hrs,Disabled,8125bff7-989a-4b38-8de6-1814f3190703,no_churn,0.0207277999999999,0,no_churn,-0.0370174864069758,-0.0034168131936348,0.0128292350835545,-0.0805808297798648,0.0019342303152461,-0.124935113688116,-0.0194758063151675,-0.0183635693454016,Male,66,Yes,No,Employed,Suburban,Bachelor,1671170400
13,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d645ecfb-be0b-4ebb-9c3c-33142ff6bb8e,no_churn,0.05094279,0,no_churn,-0.0213662684077189,-0.0072189627292391,-0.0297941457254273,-0.0403144696515846,0.0027201312639135,-0.0932726233223638,-0.0378974524607656,-0.0418823620168677,Male,70,No,Yes,Unemployed,Suburban,College,1671170400
69,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,b487d1e6-f5c6-4af1-9af8-aa492dd4854a,no_churn,0.025007384,0,no_churn,-0.072874583167013,-0.0041585216252497,0.0067933094030831,-0.0297758808486014,-0.0216010074953737,-0.131584818642559,0.0012247447875961,-0.0170493961471038,Female,75,No,Yes,Employed,Suburban,College,1671170400
5,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,d5951186-6dba-4a53-b1d2-5368def729d9,no_churn,0.3961164,0,no_churn,-0.0213566805430446,-0.0097813063430385,-0.0155489413668647,-0.0539936936774165,-0.101392655078662,0.0821953164777414,-0.0041313124224507,-0.0197073536117295,Female,37,No,No,Unemployed,Suburban,College,1671170400
31,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,30f15427-1188-4bdf-ac53-179c74e4414f,churn,0.107414685,0,no_churn,0.106994464578293,-0.0106837563111912,0.0247423598149362,0.048854045697044,0.0741004718046315,0.103486662878067,-0.0447879856201234,0.0282675890271548,Male,70,Yes,Yes,Employed,Suburban,High School or Below,1671170400
28,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,aad03b03-e98f-4199-b333-16fc40d6be0b,churn,0.0786856,0,no_churn,-0.110690983543354,-0.0109386315921619,-0.0417850176842875,-0.0246700820539444,-0.0589774350466541,0.0290203451443267,0.0267667114053074,-0.0277510566152523,Male,53,No,Yes,Employed,Suburban,College,1671170400
65,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7b06f894-4cab-402c-860f-34699eed87ef,no_churn,0.0221407489999999,0,no_churn,-0.0565527047382784,-0.0029058074804743,-0.0161867660533153,-0.0155025534944797,0.0017469285272818,-0.124477683937657,-0.0217104849441057,-0.0334370815854345,Female,56,No,No,Employed,Suburban,High School or Below,1671170400
70,Yes,Yes,High Speed,Expired,One year,<80hrs,Disabled,83983d59-368d-434c-9568-d6ad56fa66dc,no_churn,0.026888357,0,no_churn,-0.0910427699321417,-0.0057494766736908,0.0037742506810718,-0.050785779885532,-0.0113110059920109,-0.0765650599986293,0.0212108881802669,-0.0285571995217469,Female,26,Yes,Yes,Employed,Urban,Master,1671170400
35,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,14f3398e-8d6d-44f7-99d3-a3d512bbc5cc,no_churn,0.12346318,0,no_churn,-0.175197944924403,-0.0080896561936151,-0.0385274797014517,-0.0857674927148309,0.0372648547403059,0.0228916936324094,0.031002087484785,-0.0259355470348054,Female,41,No,Yes,Employed,Rural,Bachelor,1671170400
67,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Disabled,0262d623-162a-47a7-88fc-c61bb8ec5db7,no_churn,0.026506515,0,no_churn,-0.0078404271803674,-0.0023983809038691,0.0492072943796165,0.0035610080511287,0.0398307761615978,-0.0414847548825855,0.103555387579381,-0.0634570505442025,Female,31,Yes,Yes,Employed,Suburban,Bachelor,1671170400
21,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Disabled,a602b8ce-e5e6-43ce-88ba-f79e1df7ad1d,no_churn,0.01616268,0,no_churn,-0.0151008149648259,0.0041263615437401,-0.0032649462587505,-0.0167244719854193,-0.0287349834360952,-0.159903940544482,0.031114948295368,-0.0205383050537716,Male,46,No,No,Employed,Suburban,Bachelor,1671170400
72,Yes,Yes,High Speed,Expired,Two year,<50hrs,Active,0113805b-bb35-42f1-b1e2-d28e34e9b1a8,churn,0.005161601,0,no_churn,-0.118588451637579,-0.0032905571287483,0.0103537715698075,-0.019117882651526,-0.0232484793805815,-0.1650769088376,0.022195713443798,0.0277466423390524,Female,75,No,Yes,Unemployed,Suburban,Master,1671170400
45,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,9f6a9795-aa96-4452-b446-29317d40f4f5,churn,0.16838577,0,no_churn,-0.158927455068711,-0.0069360278757812,0.0032996280993029,-0.0838441031490219,-0.0335089048922873,0.0406288290245811,0.0291866809047951,0.0310752010379292,Female,39,Yes,Yes,Retired,Urban,High School or Below,1671170400
71,Yes,Yes,High Speed,Expired,One year,<50hrs,Active,82677b74-510d-49fc-bfb5-85537b832127,churn,0.20973873,0,no_churn,-0.160852074103277,-0.0056901098376511,0.0173810625009809,-0.0421160564040837,-0.026960828240517,-0.0996945951948873,0.0430119742715214,0.0517278087421164,Female,24,Yes,Yes,Medical Leave,Suburban,Master,1671170400
12,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,0d44ae03-e9fb-4f27-bbaf-3b4d80ec2003,churn,0.735214,1,churn,0.097513294464843,-0.0014001709569765,0.133858660075448,0.0378403762768266,0.143208470750515,0.138574882459707,0.0500811507502476,0.0582971961191515,Male,53,No,Yes,Employed,Suburban,Bachelor,1671170400
64,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,c0d7dd33-da46-4937-ad4f-e3c5701d0193,churn,0.03549698,0,no_churn,-0.0799463238345379,-0.0061041951617517,0.005895014596208,-0.0415560743898458,-0.0215413690217428,-0.154691216714109,0.021218735645707,0.0251992769142088,Female,50,No,Yes,Retired,Rural,High School or Below,1671170400
41,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,1094f06c-b306-43d8-ba4f-85abf9a195b8,no_churn,0.21918789,0,no_churn,-0.0606244212306546,-0.0020759804687622,-0.0151495295115955,-0.048259096926431,-0.0074667682784047,-0.105740690981629,-0.0467534467853874,0.0470437822859617,Male,72,Yes,Yes,Employed,Suburban,Bachelor,1671170400
72,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,31ae1732-2518-44be-af66-f9a87f618310,churn,0.026791453,0,no_churn,-0.0912177563772456,-0.0038812265070009,0.0095089991606164,-0.0430636026810952,-0.0155388340930858,-0.175716339369319,0.0220519282530494,0.0288306800459395,Female,43,Yes,No,Medical Leave,Urban,Bachelor,1671170400
42,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Active,e710e841-3ae1-4d40-ba89-5c4baa0c4a9e,no_churn,0.06287681,0,no_churn,0.0144010023888313,-0.0010986036670874,-0.0557932152127068,0.0265003451918164,0.0857013500384709,-0.11069209669573,0.063843150534185,0.068111918690447,Female,29,Yes,No,Employed,Suburban,High School or Below,1671170400
66,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,bd98a157-5024-43d0-9e67-fa73826906bd,no_churn,0.3211703,1,churn,0.0584810413806099,0.001278329651559,0.0801846939080769,0.0449805928909609,0.0673923297907185,0.0125243890860838,0.078631765946402,0.0775007127054868,Female,67,Yes,Yes,Employed,Rural,College,1671170400
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,13c1a0b1-c9ef-475d-b39b-3c57d968452e,churn,0.007962492,0,no_churn,-0.099811563927733,-0.0030889051065787,-0.0023205942145705,-0.0301911646202734,-0.0370275358077469,-0.135272178380574,0.0164675211568192,0.0222182675229714,Female,27,No,No,Unemployed,Suburban,High School or Below,1671170400
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,bd4ebb1d-000e-4480-9871-61b09350b4c8,no_churn,0.693589,1,churn,0.127170991952935,-0.0185812761698252,-0.104092151479836,-0.073028269346305,-0.146279231816407,0.0464207394600362,-0.0857735814205261,0.0151366254422464,Male,40,No,Yes,Employed,Suburban,College,1671170400
25,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,05acb3c8-593a-476a-8203-8e142645105b,churn,0.20122643,0,no_churn,-0.0900188929789055,-0.0131001063302392,-0.137919038928849,0.0565153408504011,-0.0290836900403701,0.0174513008611029,-0.016364612965699,-0.0198397861005105,Male,47,Yes,No,Unemployed,Rural,High School or Below,1671170400
72,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,bf29e017-2da4-4d4e-b740-9bfe007a509f,churn,0.0113001819999999,0,no_churn,-0.148707585894608,-0.0030895318019611,0.0213795176129042,0.0485587216151907,0.0057341774724318,-0.248071561228499,0.0257621806994302,0.0294079305678315,Female,46,No,No,Medical Leave,Urban,College,1671170400
58,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,002642af-93e7-439f-af18-470227dfb605,churn,0.23175281,0,no_churn,-0.164963513376715,-0.0105290323532244,-0.0008352325779014,0.0820887993393444,0.0563421097460741,0.0275291532444316,0.0909619287045552,0.0503796373756449,Female,36,Yes,Yes,Employed,Suburban,College,1671170400
62,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,da05a525-9e06-4ebd-ae95-d7ae92de64ce,churn,0.23107362,1,churn,-0.167112659459272,-0.0031655848156333,-0.0169524978114441,0.0555376910654558,-0.0470596505075445,-0.0505242673016982,0.0328683099801219,0.0373825075575587,Female,34,Yes,Yes,Employed,Rural,College,1671170400
53,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,7fab0a9d-ef7a-4992-80ee-5153532e192b,churn,0.2752524,0,no_churn,-0.0793092221130064,-0.0011225026637112,0.0341309252042265,0.148675787019256,0.0947824563898029,-0.0334094793459917,0.121074885505604,0.0761510110094059,Male,32,No,No,Unemployed,Urban,Bachelor,1671170400
69,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,0067f3d0-b3aa-4be8-b383-d394417a7829,churn,0.14357826,0,no_churn,-0.147915312757104,-0.0005330903591311,0.0314820392057663,0.0131535943167727,0.0294944998480605,-0.112752072169442,0.0062017654841838,0.0618424273874188,Female,27,Yes,No,Employed,Suburban,Doctor,1671170400
18,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,ff24dbf3-df49-4dd8-85fe-a7519d40f793,churn,0.35525957,0,no_churn,0.0237981661294907,-0.0040367060238349,-0.0531191189096443,0.130338593408842,-0.0315849301438538,0.0444312052738496,0.0712961458894642,0.0715171619061038,Female,57,No,No,Employed,Rural,Bachelor,1671170400
35,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,c9824591-c522-49fc-92b9-1806366db223,no_churn,0.36571562,0,no_churn,-0.141042063756267,-0.0026699721920522,0.0246486155608909,-0.0051224550383358,-0.0721623600536986,0.0777844810833812,0.0350005417440661,0.0005370629919343,Male,43,No,No,Unemployed,Suburban,Bachelor,1671170400
33,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,f74f923f-9f5f-4a78-b566-2ba07eb05bc7,no_churn,0.09858098,0,no_churn,-0.0700268943753781,-0.0007090014857021,0.0110545972535419,0.0722333459890614,-0.0248987537901484,-0.032663617477965,0.0356918366090758,-0.0497076645336619,Male,27,No,No,Unemployed,Suburban,College,1671170400
58,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,5c3aaea4-9891-4e84-ac0e-d50eb68a392a,no_churn,0.07376275,0,no_churn,-0.0882011136571236,-0.0028553051854214,0.0050832516688024,0.0886569605095792,0.0578091582337219,-0.0544038857598388,0.0699696239692093,-0.0550848386875077,Female,67,No,Yes,Employed,Urban,High School or Below,1671170400
38,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c3dcbf06-85c3-4e71-9c4c-dcc5ab0de707,no_churn,0.2197988,1,churn,0.0786708017120872,-0.0070719776935766,-0.0208665102106715,0.130178632577154,0.0969355735234785,0.0701093141694764,-0.0667792695275784,0.0322972874749757,Male,52,No,Yes,Employed,Suburban,College,1671170400
61,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Disabled,fdbe4a58-274a-44cd-8b3e-144781c845eb,churn,0.27004936,1,churn,0.0726196961944424,0.0001806803627005,0.095455385627356,0.195023605300903,0.126232403565537,0.0343124224805433,0.0230278157579232,0.0041218451569875,Male,23,Yes,No,Unemployed,Rural,High School or Below,1671170400
56,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,db78e2e0-9cfb-45ea-a454-c1d4ddacfb60,no_churn,0.12242227,0,no_churn,-0.0490813880035102,-0.0044385441472331,-0.0198425501395513,-0.0478313297429667,0.0226350147503535,-0.105128172181212,-0.0232351821402699,-0.0221039991891302,Female,20,No,No,Employed,Suburban,Doctor,1671170400
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Disabled,9e8af1a1-a210-42da-8344-0c92d2a21af6,no_churn,0.0870806,0,no_churn,-0.268209102846836,-0.0041171299293455,0.0105979958431362,0.0030056691095251,-0.0048866545475539,0.0102569237235775,0.0207692416465215,-0.0184986491153631,Male,26,No,Yes,Employed,Urban,High School or Below,1671170400
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Disabled,7099a4ba-1aaa-4a0f-8bad-4e3b29fc2133,no_churn,0.0344945,0,no_churn,-0.119527906179611,-0.0025659129905704,0.0231581547660664,0.0389960227790993,0.0222542293155788,-0.0901587560072357,0.0503608494184538,-0.0298048729288939,Male,76,No,Yes,Employed,Suburban,Master,1671170400
23,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,9e75b8cf-cc2b-420f-8c5e-ad0b7a666f58,no_churn,0.14991127,0,no_churn,-0.17002425900695,-0.0042987942113177,-0.0388731960382574,0.0865018882815275,0.0541533050032194,0.0411686905035458,-0.0133871792650279,-0.0083975533681768,Male,29,No,No,Employed,Rural,Doctor,1671170400
30,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,443a63df-deb7-4946-9aae-2ca9b462a3c7,churn,0.27665105,1,churn,-0.0684863417026463,-0.0057805610330069,0.0405707236028683,0.0786784636153652,0.0306313099412864,0.0928557531228625,-0.0044162325151773,-0.0161185818161084,Female,48,No,No,Unemployed,Suburban,High School or Below,1671170400
57,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Active,60934f1a-303b-46e7-8005-ee6e0b75f274,churn,0.19479,0,no_churn,-0.0497185612457587,0.060382176267467,0.0360289260826721,-0.136905139901619,-0.0044543465313472,0.0622405013053776,0.0285762872087707,0.0248240027346128,Male,39,Yes,No,Unemployed,Suburban,Master,1671170400
65,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,504849e4-5802-4ce6-be4c-452e170c34c5,churn,0.007879308,0,no_churn,-0.0407369060913697,-0.0011693029504749,-0.0055505242182334,-0.0305701611280346,-0.0007397852092435,-0.144063656046674,0.0085590721912012,0.0402451112229209,Female,28,No,No,Unemployed,Suburban,High School or Below,1671170400
42,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,a868864b-bd99-48dc-a90c-5a6c7e13f8a7,no_churn,0.14443146,0,no_churn,-0.0703224116835997,-0.0015239171696339,0.0034823486815298,-0.0500331601062077,-0.0016176532058295,-0.0939304049932195,0.0030008343413862,0.0319182117169702,Female,76,No,Yes,Medical Leave,Rural,College,1671170400
4,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,4df0ec43-9d55-44ef-9dac-89dfaa2db654,churn,0.66718787,1,churn,0.124057601015868,-0.0538321412164077,-0.0331134648594616,-0.0119523007441875,0.102139396636885,0.106911977223831,0.0884739829132559,0.082955464696879,Female,76,No,No,Unemployed,Urban,Doctor,1671170400
41,No,No phone service,High Speed,Expired,One year,100hrs+,Active,56ff531b-0ebd-4320-8f5a-81c756783f74,churn,0.21478547,0,no_churn,-0.064288452124133,-0.0336409673028401,-0.0290010792291241,-0.0846313441942857,-0.0293363000579302,-0.0746887505568474,0.0244723325132508,0.0320884073403431,Male,44,Yes,No,Unemployed,Suburban,College,1671170400
66,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,d872ecb1-edf8-43a4-b05e-c734e4dd0508,churn,0.0157754069999999,0,no_churn,-0.0390292615962607,-0.0024738519011953,0.0042092071433398,-0.060311718444027,-0.0258837742293326,-0.152528818506398,0.0016199158857489,0.0303721486303948,Male,62,No,Yes,Unemployed,Rural,Bachelor,1671170400
13,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,bd020ca0-9751-4be0-8c97-cfb16aec4bfa,churn,0.33076417,0,no_churn,-0.037810343788351,-0.0159994537217426,-0.045724755461797,-0.160035554563037,-0.092183214497245,0.0511142355185165,0.0331211783639446,0.0484917563026465,Male,31,Yes,Yes,Employed,Suburban,College,1671170400
22,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,7e01d280-cf24-40af-aca6-363913429149,churn,0.37844852,0,no_churn,-0.127658806254349,0.0281171692813677,0.0047854872639618,-0.0489031685434201,-0.103063364384807,0.056352892724908,-0.0041976356335999,0.0355412750562027,Female,46,Yes,No,Employed,Urban,Bachelor,1671170400
27,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,0590eb34-1625-4770-871a-14bcf94f6805,no_churn,0.38165006,1,churn,-0.027023132911263,0.112606240324312,0.0550987169917425,-0.0051057158280673,0.0485870692813841,0.122532443821874,0.0441361484893514,0.0601420894019065,Female,38,No,Yes,Disabled,Suburban,College,1671170400
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,67e349ae-00e1-46fa-856b-5d5514b9af77,churn,0.40164968,0,no_churn,0.282336519424589,-0.006567461284103,-0.0467147581722747,0.0695118226368322,-0.0084185014890499,0.119451291177302,0.0935692098998879,0.0753057286998046,Male,23,No,Yes,Employed,Suburban,Bachelor,1671170400
20,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,709a013d-d418-4db7-a335-74f281f3da91,churn,0.14663847,0,no_churn,-0.027755124433097,-0.0042735711455316,-0.0231310142852362,-0.0404224000218619,0.0207322460788236,0.0471077431337016,-0.0208767847170656,-0.0132888480673591,Female,69,Yes,Yes,Employed,Urban,High School or Below,1671170400
21,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,c6de479b-baf8-4900-a2a4-7a762552eedd,no_churn,0.56577575,1,churn,0.0229131832979715,0.0751639401915326,0.0397131019181279,0.0804944050239237,0.0374925405842987,0.0808172938990696,-0.0050717580270884,-0.0105488532508252,Male,62,No,No,Employed,Suburban,High School or Below,1671170400
23,Yes,No,High Speed,Phone_Support,One year,100hrs+,Disabled,6a9c4f9c-35bf-4aca-8a81-e017e4b639ba,no_churn,0.0176426789999999,0,no_churn,-0.0578408793759081,-0.0048282400285825,-0.0784574227404482,-0.0109184968742556,0.0038238423572784,-0.0582726598600947,0.0581564242270997,-0.0356887217812527,Female,27,No,No,Unemployed,Suburban,Bachelor,1671170400
8,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,7a3ded95-e966-4919-a4d9-6c4402e03e64,churn,0.32870492,0,no_churn,0.0455726295858858,0.111824847043536,0.0511541154236056,-0.101492807098784,0.0357956265957409,0.0988139775101626,0.0461699049875096,-0.0373644414827231,Male,70,No,Yes,Employed,Rural,College,1671170400
22,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,ef6078bc-40e1-4f9b-98df-b65ec8625155,no_churn,0.009697658,0,no_churn,0.0187274503567641,-0.0013779258873546,0.0145061525363689,-0.0280819593343949,0.0073320379278084,-0.131390626191205,0.0082028829458067,-0.0069441638603348,Female,80,Yes,No,Employed,Suburban,College,1671170400
6,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,e0cb83c5-08d0-4a1c-94ba-16b4e570b24e,no_churn,0.06488281,0,no_churn,0.0830083423669202,-0.0054971558747638,0.0023920334201466,-0.102737115870787,-0.0140953784020894,0.0766055567008879,0.0137772761170708,-0.03121383246822,Female,79,No,No,Employed,Urban,Master,1671170400
47,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,2a3602eb-75e4-4464-8768-21a4d2f1e29b,no_churn,0.0083356719999999,0,no_churn,-0.0423475134596628,-0.0033614055695215,-0.0106639419568728,-0.0812662627293138,-0.0283286998989297,-0.104940979368189,0.0140526704639978,-0.0121700202248302,Male,58,No,Yes,Unemployed,Urban,High School or Below,1671170400
12,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,b2f287bc-8e2e-407d-b5bf-170bad7d0cce,no_churn,0.28334567,0,no_churn,0.0457206022841001,-0.0157017506632291,-0.064201629942172,-0.0863809382091494,0.0113097697468583,0.0366152145104842,0.0137436563270421,-0.0130797182743845,Male,40,Yes,Yes,Unemployed,Rural,College,1671170400
1,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,154a3e84-4d9b-4a8c-85f0-5628a5e1bccb,no_churn,0.6317868,0,no_churn,0.212381826603769,0.106935583123504,0.0373480583016498,-0.0115876957389446,-0.0251311521842762,0.15849374376281,-0.0284609405608807,-0.0069572197996694,Female,52,No,Yes,Employed,Suburban,High School or Below,1671170400
31,Yes,No,Low Speed,Expired,Two year,<80hrs,Disabled,e49377fa-564d-4ed1-a1b9-c978d8a1688d,no_churn,0.010258556,0,no_churn,-0.027601327707016,-0.0032812040224234,-0.017344429645791,-0.0454369468001368,-0.0381086537118244,-0.12592877062164,0.0047354885086861,-0.0160603078733038,Female,62,Yes,Yes,Employed,Rural,Bachelor,1671170400
8,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,d2e8c713-724a-4415-b9fb-c0b40cdd8159,no_churn,0.08318425,0,no_churn,0.0435047853132709,-0.0101770718832085,-0.0181185288932829,-0.0780941079500735,-0.0610357795614072,0.052652269672817,0.0039856623360719,-0.0290531805008686,Female,63,No,No,Employed,Suburban,Bachelor,1671170400
35,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,de9ec66c-7cc8-43dd-bba9-252f4c51e140,churn,0.04969349,0,no_churn,-0.153171520220039,-0.0085526869022032,0.0215982344799704,-0.0737150732727604,-0.0311294779395757,0.0242806484086759,0.0099060133783677,-0.0165756228537793,Male,34,No,No,Employed,Urban,College,1671170400
14,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,a53b0935-c2e7-4429-8dc0-fc03cb012b1a,churn,0.12446755,0,no_churn,0.0043048960506439,-0.0170907806118611,-0.0697895973133199,-0.0956076695180854,-0.0450130706960408,0.0379849856209148,0.0609509977503057,-0.0347659125693735,Male,67,Yes,No,Unemployed,Suburban,College,1671170400
17,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,be45ed77-39dc-4b08-9fe8-4250cc3b9fb7,churn,0.400344,1,churn,0.0683976077336228,-0.0088489987814318,-0.0047463042117124,-0.125696497602494,-0.0756884793238168,0.0646385776472925,0.0301872354562874,-0.0272692917972744,Female,70,Yes,Yes,Unemployed,Suburban,High School or Below,1671170400
72,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Disabled,b40c6c8e-4656-4a14-801a-148c5c2a366d,no_churn,0.0020691818,0,no_churn,-0.110112120744784,-0.0033397307243239,-0.0127689742725988,-0.0045179180827744,0.0214210139086344,-0.147944172127709,0.0416730005833915,-0.0234372514425967,Male,23,Yes,Yes,Unemployed,Urban,Master,1671170400
72,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,f921b84e-c233-48e2-8324-8fce97dd5df5,no_churn,0.0023266089,0,no_churn,-0.078556279264003,-0.0045175698978164,-0.0120154342478099,-0.0313165324418969,-0.0203306464597835,-0.122247565676944,0.014138195569526,-0.014180318521785,Male,20,No,No,Medical Leave,Rural,College,1671170400
46,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,c15e6ab0-9a02-4715-b8f4-8cda189022d0,churn,0.008475597,0,no_churn,-0.0748615828997844,-0.0034176972527347,-0.0071774309990087,-0.0556547798937572,-0.0387036264518064,-0.0834473758363674,0.0117970843255443,-0.0125607428704461,Male,43,Yes,Yes,Employed,Suburban,Bachelor,1671170400
1,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,a3840444-a87f-45ba-8c35-7de111e20a6f,churn,0.6924365,1,churn,0.190801404553567,-0.0102321295457295,-0.0729763602386628,-0.0580526402113537,-0.0349252722206165,0.0818922959656447,-0.0143868093284436,0.0017966516738852,Male,26,Yes,No,Employed,Suburban,Bachelor,1671170400
42,Yes,Yes,Medium Speed,Expired,One year,100hrs+,Disabled,d1193122-980e-43e0-bc3d-f29130340492,churn,0.06582098,0,no_churn,-0.0553262960002211,-0.0053076686264012,-0.0074547923193131,-0.0841074642981402,-0.0203560788425693,-0.0691717004642669,0.027807309593445,-0.0286094613072691,Male,66,No,No,Disabled,Suburban,Doctor,1671170400
28,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,e2e31697-c212-4e16-8ea8-19e1dae6eb44,no_churn,0.12212381,0,no_churn,-0.162664481053234,-0.0057594171956498,-0.0206201748516832,-0.0831736738589825,0.0334421158734494,0.0480952488353614,0.0476813722650422,-0.0460271413149166,Female,78,Yes,No,Employed,Urban,Master,1671170400
7,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Disabled,f9925bc7-863b-4301-b85e-a0f46bc2a795,churn,0.03216937,0,no_churn,-0.0064164090132362,-0.0028391487387489,-0.0248168077599802,-0.0528338406084185,-0.0767903118349477,-0.0878085692471722,0.0316997992097094,-0.0292208638868942,Female,54,No,No,Unemployed,Suburban,High School or Below,1671170400
49,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,82fa1fb1-6c33-4051-98f1-984657eba43d,no_churn,0.17462327,0,no_churn,-0.0811792502351727,-0.0110028761911371,0.0268654323649252,-0.0813547833021311,-0.0442392010012508,0.0418690029011304,-0.0220029318070373,-0.0321482108371037,Male,33,No,Yes,Unemployed,Suburban,Master,1671170400
40,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,a1f0bee1-375c-4a82-ae54-3d7d51166b98,no_churn,0.0103937919999999,0,no_churn,-0.0498041940959728,-0.0046066767386219,-0.0137927117137223,-0.0656619788059106,-0.0046038935862088,-0.130363707090041,0.0118560508614564,-0.0120490411527953,Male,35,No,No,Unemployed,Suburban,Bachelor,1671170400
4,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,13e2a660-3fd3-4c8b-8482-be81cb7989ce,no_churn,0.147125,0,no_churn,0.140370430891326,-0.0013074561043686,-0.0689997093414513,-0.072870978595547,0.0232271486292575,0.078276763068261,0.0893813890900492,-0.0590972610077187,Female,56,Yes,Yes,Employed,Rural,College,1671170400
33,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,439c912e-068d-4497-b1ed-f6b3349b47ee,no_churn,0.15861031,0,no_churn,-0.117497187449462,-0.0090088154769182,0.0181181843119338,-0.0662082888713848,-0.0795662383813487,0.0402409582687414,0.0277026052983274,-0.0353073699467131,Male,39,Yes,No,Employed,Suburban,High School or Below,1671170400
3,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,a77e0972-cabb-4633-9c6a-39acba49f7a7,no_churn,0.41266558,0,no_churn,0.0915441239250685,-0.0120916243299143,-0.0500237256888522,-0.0821446977547748,-0.0064067713047734,0.0773282736700184,-0.0191107045714488,-0.0222336881775118,Male,33,No,Yes,Employed,Urban,College,1671170400
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,abac9f89-e5b1-4f4b-acbc-f389946a0251,churn,0.2974745,1,churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Male,30,No,Yes,Employed,Suburban,College,1671170400
2,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,a19989e3-1d83-48ed-919c-773cd104ea61,no_churn,0.16772689,0,no_churn,0.0949218211617699,-0.0121538772566418,-0.0759116448910572,-0.177737722592829,-0.0243253262425969,0.0158092727970324,-0.0228087190846417,-0.0202894034477867,Female,48,Yes,Yes,Employed,Urban,Bachelor,1671170400
11,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,1c24b735-6764-4ab7-8c83-1515ac08c290,no_churn,0.088051744,0,no_churn,0.0292864235228989,-0.0126673236160422,-0.0254823114281862,-0.095286433872734,-0.0635399076838257,0.0508610619187766,-0.0139591962095437,-0.0071818231066754,Male,51,No,No,Disabled,Suburban,Bachelor,1671170400
55,Yes,No,Low Speed,Expired,One year,<80hrs,Disabled,fabc080a-68a7-4b19-b158-97fab5a1a32d,no_churn,0.035101306,0,no_churn,-0.0807951110079102,-0.0056843975588344,-0.0174306226543194,-0.0636033886734003,-0.0356986835807765,-0.049298319591553,0.0267364372481915,-0.0232520671069596,Male,65,No,Yes,Employed,Suburban,High School or Below,1671170400
68,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,313603e4-9278-4137-8eb0-4f11bdf44787,no_churn,0.003885735,0,no_churn,-0.0665994771706755,-0.004334623658724,0.0106355740503022,-0.054724876334385,-0.0062427552152439,-0.128419847091664,0.0337199054370466,-0.028143385746971,Male,36,No,Yes,Employed,Rural,College,1671170400
1,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,37030455-7945-496b-a03a-15ea98f5ae5c,no_churn,0.09838319,0,no_churn,0.0995241170615736,-0.0078461236064686,-0.0287125329347691,-0.0752715982824383,0.0015511545200934,-0.101404567939544,0.0525857844608208,-0.0427857170176275,Female,21,No,Yes,Medical Leave,Rural,Bachelor,1671170400
67,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,2c13edd9-fa95-441d-82eb-8a86800e5ae3,churn,0.0037792121999999,0,no_churn,-0.0521356937235759,-0.0034981809095188,0.0107682865940842,-0.0534359772687457,-0.0054827429300348,-0.116793694524549,0.0380319162470914,-0.0252300657695013,Female,76,No,Yes,Employed,Rural,High School or Below,1671170400
25,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,01115adb-61f2-4233-8c5a-c5baca892ad5,no_churn,0.037735745,0,no_churn,-0.0399951133924605,-0.0033904281527429,-0.02739818595629,-0.0371491375675941,-0.0030556403871742,-0.0507036286939001,-0.0070409610947444,-0.0085466618265763,Male,51,No,No,Unemployed,Suburban,College,1671170400
50,Yes,No,High Speed,Expired,One year,0hrs,Disabled,20dd84ef-22b1-4f04-8ea7-0274426d8b14,no_churn,0.043761242,0,no_churn,-0.0701423525698919,-0.0039097546085758,-0.0278750672185742,-0.0393959774645918,-0.0111497364546266,-0.0831689227295646,-0.0142907170078342,-0.01909362478008,Male,39,No,Yes,Employed,Suburban,Master,1671170400
12,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,ad99b300-6f31-4eb2-819c-4efc170bf7f4,churn,0.39086708,0,no_churn,0.0756313097647125,0.0960983899620168,0.0315628613113949,-0.037674413849636,0.1228326889458,0.137983042448677,0.022548366932433,-0.0231472766298793,Male,51,No,Yes,Employed,Suburban,Bachelor,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,96f403b5-4ad5-4eba-a4f4-68f03accbc6b,churn,0.69506156,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,79,Yes,No,Employed,Suburban,College,1671170400
15,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Disabled,97625899-2ff0-467c-a1a5-0baff3ca7e1e,churn,0.009697723,0,no_churn,0.0246971114725056,-0.0041362528021272,0.0106297251533396,-0.0480602515112423,-0.01351757079472,-0.217429894805955,0.0336389578284161,-0.0248479767745266,Male,74,Yes,Yes,Unemployed,Suburban,College,1671170400
17,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,c10c03e6-b43d-4c7f-a119-547b9b7b2379,no_churn,0.19570337,0,no_churn,0.183215484253624,0.0024136032480237,0.0611541702943122,-0.0125018089175546,0.0718254949217953,0.123932098940354,0.0760030394948898,-0.029099971221799,Male,76,No,Yes,Employed,Suburban,College,1671170400
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,204a7368-a9c1-4055-b9d7-f8e72687bf91,churn,0.47707048,1,churn,0.30628236253594,0.128325248379788,0.0528269362293031,0.0465828247534045,0.0714544340281645,0.151404328398203,-0.0175479281771822,-0.0083543445362192,Female,24,No,Yes,Unemployed,Suburban,College,1671170400
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,3d7ce864-8789-461b-867e-3f692c1636e4,no_churn,0.76554996,1,churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Male,51,No,Yes,Medical Leave,Suburban,Master,1671170400
1,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,5528a704-02ae-4b8d-be5a-a8c5cb7872b2,churn,0.56915253,1,churn,0.212381826603769,0.106935583123504,0.0373480583016498,-0.0115876957389446,-0.0251311521842762,0.15849374376281,-0.0284609405608807,-0.0069572197996694,Male,49,Yes,Yes,Employed,Urban,High School or Below,1671170400
15,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,7497a8ce-1e06-402f-9be2-d503cd376b0d,churn,0.49866182,1,churn,0.0610534965602346,-0.0095154618335436,0.0030260834058026,-0.0762034304139615,-0.0351052167207308,0.0759802527914143,-0.0082414453831643,-0.0171672519067215,Female,66,No,No,Employed,Suburban,Bachelor,1671170400
17,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,eb0ada1c-8042-4a1a-aa57-06575990b39f,no_churn,0.044829667,0,no_churn,0.0074305299333354,-0.0025081923337711,-0.053511436230292,-0.0427646162747623,-0.0050590122399444,-0.127173345887786,0.0304480681252971,-0.0258881461980672,Female,69,No,No,Employed,Urban,Master,1671170400
5,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,91495e68-5371-42ef-835f-19583d1f18c8,churn,0.14457338,0,no_churn,0.124392449909346,-0.0041795735006962,-0.0342068411274976,-0.0912350174679432,0.0009084871694722,0.0828074537895554,0.0280612594057674,-0.0416315214316819,Male,45,No,Yes,Employed,Urban,College,1671170400
35,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,ea570f62-4bba-458e-982e-0127fcc88555,no_churn,0.0203440789999999,0,no_churn,-0.0674802910205153,-0.0044399729169163,-0.0291544170679026,-0.038066162506152,-0.0198789275117633,-0.0367511235354413,0.0327374161724537,-0.0359926732416852,Female,28,No,Yes,Unemployed,Urban,College,1671170400
21,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,785f81cf-237a-41a9-b524-c467df403b50,no_churn,0.128823,0,no_churn,-0.0697608037108329,-0.0061364619219784,-0.0377838291434363,-0.0565876791695245,-0.0844481538229774,0.03170924462539,-0.0236026966690315,-0.0224157719242703,Male,48,No,No,Disabled,Suburban,College,1671170400
29,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,51592529-dedb-4ddd-ad92-483ee305a1af,no_churn,0.20857978,0,no_churn,-0.135588568782759,-0.015861761651713,0.0097389050009041,-0.0661304199481037,-0.0520369286495315,0.0372783267799604,0.0335498324573382,-0.0299755373463631,Female,53,No,Yes,Employed,Urban,College,1671170400
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,ec114c4b-94c8-4bfc-bc2f-2bfcb49b93a7,churn,0.52240795,1,churn,0.110966550590811,0.0408778860177062,0.0131581015787924,-0.0708083185502482,-0.0565074487826586,0.104497344500824,0.0243350995842411,-0.0350453579926397,Female,69,No,No,Disabled,Rural,Bachelor,1671170400
71,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,5a23921f-3df6-472c-81eb-0cb628cf2a79,no_churn,0.0035632318,0,no_churn,-0.0868230857470007,-0.0054326680709345,-0.021258109928176,-0.0262861720056844,-0.0193090950501755,-0.111640627707011,0.0165359973909562,-0.0148123911803759,Female,80,No,No,Medical Leave,Suburban,College,1671170400
58,Yes,No,Low Speed,Expired,Two year,100hrs+,Disabled,7c831a72-c446-4624-8b47-3ba0ec7bcfcb,no_churn,0.009447966,0,no_churn,-0.0731200231218872,-0.0043061398892314,-0.0226700974824962,-0.0445744426646388,-0.0312175269948784,-0.0904497172310493,0.0201406207862828,-0.0178288249243041,Female,21,No,No,Employed,Suburban,Bachelor,1671170400
21,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,4790827a-f64f-4b6b-aa93-cf024ca0d2ac,no_churn,0.15844508,0,no_churn,-0.0697608037108329,-0.0061364619219784,-0.0377838291434363,-0.0565876791695245,-0.0844481538229774,0.03170924462539,-0.0236026966690315,-0.0224157719242703,Male,55,Yes,Yes,Unemployed,Suburban,Master,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,0ee821a1-77f7-4692-81c5-1993f33823e1,churn,0.55090815,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,24,No,No,Unemployed,Suburban,Bachelor,1671170400
72,Yes,Yes,Low Speed,Expired,Two year,0hrs,Disabled,0df0f106-9a86-4441-9e1c-ac48dec6f74d,no_churn,0.001955909,0,no_churn,-0.0910378620772553,-0.0040528575196367,-0.0002118211574679,-0.0325422088188543,-0.0003405864962405,-0.108142514062238,-0.0112313058748986,-0.0214669969391252,Female,31,Yes,Yes,Employed,Rural,College,1671170400
12,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,7c293287-dfcc-4734-964b-85d08b4d1c11,no_churn,0.22285685,0,no_churn,0.05347275932917,-0.0146802590000152,-0.0268935597065592,-0.0944805855305821,0.0260977089523294,0.0623626091248934,-0.0135974969358903,-0.0130797182743845,Male,22,No,No,Employed,Suburban,Master,1671170400
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,b703b39d-b887-40dc-8f0f-0f8a948b785b,no_churn,0.1365734,0,no_churn,0.0600506116735323,-0.0143360809879595,-0.0598933764694993,-0.107426987846866,-0.0706624909112724,0.0604072684691982,0.0495697833653957,-0.0267348775565278,Male,78,No,No,Unemployed,Suburban,Bachelor,1671170400
24,Yes,No,Medium Speed,Expired,One year,100hrs+,Disabled,bc6d5569-8ce6-4e71-9b5b-7111d80b5943,no_churn,0.020648424,0,no_churn,-0.0844287555195387,-0.0054343834516112,-0.0253651296615862,-0.0793623683120995,-0.0160850753008708,-0.0589130270156874,0.0321984190801958,-0.0316358301397576,Female,26,No,Yes,Employed,Rural,College,1671170400
42,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,97c84a0e-aeaa-4d80-b7f6-ee61991eca0f,no_churn,0.0878328759999999,0,no_churn,-0.0313916755374975,-0.0066938023546754,-0.0659064914296777,-0.139985924753664,0.0213790543916729,0.0511985746316986,-0.0264090856440907,-0.025502513971187,Male,64,No,No,Unemployed,Suburban,High School or Below,1671170400
26,Yes,No,Low Speed,Expired,One year,<80hrs,Disabled,47d78208-be38-4740-8d44-0a6bfac6b9b7,churn,0.02068546,0,no_churn,-0.0815213963735641,-0.004866412096635,-0.0203684199313829,-0.0381440623063736,-0.0226468222334733,-0.0787291124344392,0.0091810618137424,-0.0219309875092585,Female,39,No,No,Unemployed,Suburban,College,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,e4708638-e50a-40b5-a6c6-65ca1591a09d,no_churn,0.3278842,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,66,No,No,Employed,Suburban,Master,1671170400
19,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,5eed753f-c431-45ce-9bbf-1a863a6bb683,no_churn,0.19220038,0,no_churn,-0.167154456249427,0.0335609469549399,-0.0013208055124232,-0.0646482615094464,-0.0172425670925986,0.0516496321181148,-0.0441791851109428,-0.0296914555782586,Female,53,No,Yes,Employed,Suburban,College,1671170400
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,c40ea117-11ab-42ca-9ab6-02511388ff42,no_churn,0.19483806,0,no_churn,0.0209233915200456,-0.0090806281862023,-0.0522576004217035,-0.0674216511316444,0.0215209204013808,0.0822939075501244,0.0477151868099463,-0.0386175828652812,Male,33,No,No,Employed,Suburban,High School or Below,1671170400
2,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,36e0fb16-2552-4276-8129-b21f7bd7ca03,no_churn,0.13260646,0,no_churn,0.180884343382895,-0.0051788490110629,-0.0207945882383501,-0.0470177871969644,0.110214179627383,0.104724141840798,0.125817268398387,-0.0549959277350717,Male,71,No,Yes,Unemployed,Suburban,Master,1671170400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,7979a0de-0259-48c2-9b94-33a4142e490a,no_churn,0.28471673,0,no_churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Male,55,No,No,Unemployed,Urban,Master,1671170400
30,Yes,Yes,High Speed,Expired,One year,<80hrs,Disabled,1c9722c8-4118-4cbf-b4a5-86b92709e21d,no_churn,0.025752667,0,no_churn,-0.062135001415445,-0.004479917037861,0.0132343945343745,-0.0346537788324894,-0.0295868405741384,-0.0621789824643929,-0.003249688821088,-0.0159763385062433,Female,70,No,Yes,Employed,Suburban,High School or Below,1671170400
3,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,fb84fb70-4168-4d5d-b69b-94f1c24b210c,churn,0.7121015,1,churn,0.0682974455569092,0.0683021014435417,0.0047795708071316,-0.0265798617689733,-0.0093949099577912,0.118205315847481,-0.014032853376475,-0.0021837916533058,Female,61,Yes,Yes,Disabled,Urban,Bachelor,1671170400
11,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,c5e78025-a3c3-4760-b137-37abdcc9a947,no_churn,0.24937014,0,no_churn,0.0292864235228989,-0.0126673236160422,-0.0254823114281862,-0.095286433872734,-0.0635399076838257,0.0508610619187766,-0.0139591962095437,-0.0071818231066754,Female,80,No,No,Employed,Rural,High School or Below,1671170400
64,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Disabled,99624b50-30a6-4026-a393-c5bad8e28b04,churn,0.01092946,0,no_churn,-0.0910226231324304,-0.0040673259364302,0.0034570525241815,-0.0245925993665969,-0.0117079534203185,-0.149004076525853,0.0298523309569645,-0.021940957346178,Female,41,No,Yes,Employed,Suburban,Master,1671170400
1,No,No phone service,Medium Speed,Expired,One year,100hrs+,Disabled,c343be2b-7a59-4918-9238-dfbe066aca83,no_churn,0.15291958,0,no_churn,0.123254367003979,0.0017539903639362,-0.0082579541000359,-0.0449502816192671,-0.0140249346213295,-0.10879043848978,0.03666332985822,-0.0286742282894329,Female,47,Yes,Yes,Unemployed,Suburban,Bachelor,1671170400
59,Yes,No,Medium Speed,Expired,Two year,0hrs,Disabled,ee91541e-3335-4333-b72c-b64ff0becb95,no_churn,0.01335721,0,no_churn,-0.0447286736250134,-0.0038457906945404,-0.00641965622739,-0.0644462140125642,0.0033378856939452,-0.084430739422396,-0.0120038026394013,-0.0103224929714724,Female,75,No,Yes,Employed,Suburban,College,1671170400
62,Yes,No,Medium Speed,Expired,Two year,<80hrs,Disabled,65896a55-dffb-40e2-8615-4ef68aa5d9cc,no_churn,0.0054819959999999,0,no_churn,-0.0640288263083766,-0.0068803336218115,-0.0132734140781212,-0.0282231713453893,-0.0254422706785953,-0.127575978647974,0.0194405166356773,-0.0130426736099616,Female,36,No,No,Unemployed,Suburban,High School or Below,1671170400
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,bb07dbd9-7a1f-4487-aadc-23b5be714a3d,no_churn,0.0025882046,0,no_churn,-0.0869058841967125,-0.0034061748217391,0.0187240679083879,-0.0169752332981079,0.0163681422594163,-0.135943187717639,0.0516192874385706,-0.0269340062285118,Male,61,No,Yes,Unemployed,Rural,Master,1671170400
27,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,<80hrs,Disabled,95c6f641-e45e-476d-a946-805fee28dab2,no_churn,0.010747399,0,no_churn,-0.0072354059712597,-0.0021807255088515,0.0234680738260885,-0.0204259939861276,0.058705379853045,-0.138786167817261,0.0834607310991941,-0.0526987100772203,Female,28,No,No,Employed,Rural,College,1671170400
70,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,299ef992-1a72-440e-bd84-be2eddd3fefc,no_churn,0.004845548,0,no_churn,-0.0668312413055264,-0.0035685343446493,-0.0188860915927853,-0.015845690412716,0.0013109211377377,-0.12253759068014,-0.0178053975440252,-0.0248625288927542,Female,23,No,Yes,Employed,Suburban,Bachelor,1671170400
45,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,acf1aa99-8429-4d5b-94ae-98f664872aac,churn,0.008327639,0,no_churn,-0.0960527640704822,-0.003388383315314,0.0055657564355806,-0.0407304829380245,-0.0241619456120679,-0.108372288146966,0.0128021103720675,-0.0146881558944915,Female,26,Yes,Yes,Employed,Urban,College,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,5d45860b-33f4-4bd0-9c63-ccf079f3814f,no_churn,0.3617694,0,no_churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,57,No,No,Unemployed,Rural,Master,1671170400
67,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,321b9250-6d32-4ee4-967d-7c6765333721,no_churn,0.0083299269999999,0,no_churn,-0.0521356937235759,-0.0034981809095188,0.0107682865940842,-0.0534359772687457,-0.0054827429300348,-0.116793694524549,0.0380319162470914,-0.0252300657695013,Female,71,No,Yes,Retired,Suburban,High School or Below,1671170400
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,f757ddd9-31ce-4bf1-9898-b28577c621b8,churn,0.3274208,1,churn,0.106325671032537,-0.0100985685741034,0.0244099494435067,-0.0124092951107923,-0.0058127040525414,0.123089713243317,0.0805004083300173,-0.0499813722679482,Male,26,No,No,Unemployed,Suburban,Bachelor,1671170400
35,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,0421a9e6-a8c4-4fed-823b-ad8f0de951c4,no_churn,0.008731295,0,no_churn,-0.0819542837887638,-0.0036142166369245,0.0092992840913939,-0.0434306620860843,-0.0237579020184239,-0.1274510861421,0.0153861206125839,-0.0135034071323389,Male,45,No,No,Unemployed,Suburban,High School or Below,1671170400
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,9b4a6650-b4c7-41da-9490-ac2e04bb9028,no_churn,0.45314825,1,churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Female,65,No,No,Employed,Urban,Bachelor,1671170400
11,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,71ef9a89-2049-4410-a974-6afd9477e987,no_churn,0.37003243,0,no_churn,0.110305855031311,0.154594176818091,0.0672216806467804,-0.0063499027142734,0.121712611540324,0.133994709653398,0.0317914478625516,-0.0264633894405596,Male,71,No,No,Employed,Suburban,High School or Below,1671170400
61,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,cb4c4e72-5e4e-4460-b004-ca4250e15469,churn,0.071019836,0,no_churn,-0.0930529932319223,-0.0039103704334047,0.0093261435775639,-0.0826894928137517,-0.0081681355800174,-0.110627500520804,0.0206355030779923,0.0194606924061918,Male,55,No,Yes,Employed,Rural,Bachelor,1671170400
71,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Active,d9b22481-be2e-45b2-987a-1e245f8307af,churn,0.04752442,0,no_churn,-0.0999508309741213,-0.0030363735203354,0.0223267771273276,-0.0143962806016315,-0.025790181851371,-0.228114099239883,0.0373248704319121,0.0426099665637957,Female,20,No,Yes,Employed,Urban,College,1671170400
2,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,558e9bd6-3cfe-4679-a4c2-4bc0751638f2,no_churn,0.6720727,1,churn,0.181895355599627,-0.0118113071449442,0.0873205097164827,-0.134364189530424,-0.0731010646882168,0.110029640421817,0.0296608390378241,0.0263440615573927,Male,58,No,Yes,Employed,Suburban,College,1671170400
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a84d8489-c52a-4bc8-b1e9-2c0d63103e8d,churn,0.7162633,1,churn,0.0068164091530525,-0.0082351365799695,-0.0799291674858932,-0.0975902830939912,0.0550336274857636,0.0717772128007072,0.0407578629380259,0.0304147527430359,Male,32,No,Yes,Disabled,Rural,Master,1671170400
35,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,63954c36-6f3a-41a5-9d46-2d6832820937,no_churn,0.6828549,1,churn,-0.199629003892678,-0.0079339304761015,0.0282616648857492,-0.100627121985563,-0.030001139046999,0.0334212834213849,0.0058988800506631,0.0215832151204631,Female,53,No,No,Employed,Suburban,Master,1671170400
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7e0b7cca-0ea3-4db7-854a-0b9ec840884c,churn,0.74507725,1,churn,0.218511969193905,-0.0071118077004757,-0.0150823579761663,-0.0145665379546835,0.0934249369895496,0.135640696840082,0.0612422609037093,0.105581356310304,Male,31,No,No,Employed,Urban,Master,1671170400
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,0e98f69b-9e9e-4960-8eb1-32b75a69df60,churn,0.016348185,0,no_churn,-0.102065557112355,-0.0086160787101653,0.0065289286011011,-0.0235982295439407,-0.0397126532321908,-0.133819735190664,0.0072336270172399,0.0250235449554384,Male,42,No,Yes,Employed,Suburban,High School or Below,1671170400
38,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,9b2e532b-c515-403e-bd8d-eb3c13fcd6c7,churn,0.6318063,0,no_churn,-0.100073792339663,-0.007007772494162,0.0203746711417898,-0.0775982735505567,0.0264484368544526,0.0658660337318815,-0.0165368303963623,0.025501376001157,Male,38,No,Yes,Employed,Rural,Master,1671170400
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,91f6e097-987c-466e-9674-82db055942f0,no_churn,0.51759464,0,no_churn,-0.0614845266114116,-0.0049709234683905,-0.132983222683793,-0.0481623353087115,0.0272952663988417,0.063931559613411,-0.0806772823377377,0.0540253103173199,Male,26,Yes,Yes,Employed,Suburban,Bachelor,1671170400
6,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,407288f7-c027-435f-a2b5-5ec9dc302235,churn,0.7625249,0,no_churn,0.0121035983970114,-0.0039108838400716,0.02449209277529,-0.065965114227049,-0.11574842381041,0.0547848571783924,-0.0382095521259861,0.0434272720333319,Male,60,No,Yes,Employed,Urban,High School or Below,1671170400
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,372eed5b-5d0f-45f7-bc80-5ce4c7e2e330,churn,0.6211709,1,churn,0.10843673700515,-0.0057949555386767,0.0290038282336899,0.0330392098518677,0.153123230336641,0.124057237925244,0.114803639768124,0.124304926703226,Female,66,Yes,Yes,Employed,Rural,High School or Below,1671170400
3,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,d70d3cf5-a6b7-4091-9caa-320933a5bc70,churn,0.795087,0,no_churn,0.141448344302353,-0.0076812422556395,0.0318468367607511,-0.075871079613089,-0.0841806183767221,0.1050771831577,0.0625402049736385,0.0677942196042568,Male,24,No,No,Employed,Urban,College,1671170400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2b91d87b-ede0-48d8-aba0-b9c963b2eacf,no_churn,0.8486611,0,no_churn,0.050797335006473,-0.0050658895036212,-0.0681690596177577,-0.0451740529723701,-0.036704758797814,0.0907621286220182,-0.122333050211055,0.0168611916021018,Female,78,Yes,Yes,Medical Leave,Suburban,High School or Below,1671170400
58,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,14506f92-d8b2-42ec-b5e1-1899cc5bc5e6,no_churn,0.17818372,0,no_churn,-0.108441628437677,-0.0037076505391632,-0.0091327733538037,-0.0278769994058529,-0.0403478310463651,-0.076430843085609,0.0239537913064668,0.0469577824994121,Female,67,No,Yes,Employed,Suburban,College,1671170400
18,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,16d85ed5-7601-4289-bc50-a74161019d96,no_churn,0.648372,1,churn,-0.0726110948625864,-0.0085223757778658,0.0378870237794035,0.0599756421398524,-0.0978220680525282,0.0553954666979461,-0.0680016912995824,-0.0353270543340931,Female,27,No,Yes,Medical Leave,Suburban,High School or Below,1671170400
3,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,72ac3c9e-74fa-4249-a5bd-e91f996bbd2b,no_churn,0.8783355,1,churn,0.0793868321682111,-0.005543056179531,0.039360689197565,0.0373163933701107,-0.115341668160008,0.0547591408759944,-0.0276482162242791,-0.0413162686924988,Female,35,No,No,Employed,Urban,College,1671170400
25,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,d200da49-9731-43a4-8273-e5be088c4e7b,no_churn,0.24090393,1,churn,0.0209708597971621,-0.0008103405001475,0.0500816196370396,0.140181270039893,0.0028529716365301,-0.0475213195384094,0.0761114830656515,0.0791073075898202,Female,79,No,No,Employed,Suburban,College,1671170400
59,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,606d2c4b-14b4-4e48-bd23-16c594bc0ffc,churn,0.2264526,0,no_churn,-0.179377388450994,-0.0098274181951637,6.71730301473872e-05,0.0073607255859587,-0.0170259720192461,0.0121510657469571,0.0089350947808043,0.0286905676529931,Male,63,No,No,Unemployed,Suburban,College,1671170400
4,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,3fcd2079-f8b6-4ddf-b6e8-c59c8fe7b7e2,no_churn,0.77747726,1,churn,0.117443804006439,-0.0049359788397669,0.0153756941236542,0.0589953078624967,-0.110832033066604,0.0766385532188906,0.0152685204098588,-0.0369800221749437,Male,35,No,No,Employed,Suburban,College,1671170400
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,68d38a7e-38ad-478c-87b9-3de5ab9a6449,churn,0.8731582,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Female,33,No,Yes,Unemployed,Suburban,Master,1671170400
16,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,d1247175-2919-4092-8299-5b650e9001bf,churn,0.47328812,0,no_churn,0.0142573905649169,-0.0091531603546172,-0.0590178163920063,-0.004504418354445,-0.0181327819246144,0.021580011083206,-0.0840613501133157,-0.0349940245733705,Female,67,No,Yes,Employed,Suburban,Bachelor,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,c940014c-80a6-4d00-a7d3-e0c4d838c774,churn,0.6336708,0,no_churn,0.183567972065066,-0.0084751696959938,-0.0431849134578442,0.0341795830962837,-0.103847537418187,0.0616441148382909,-0.0083917473729525,-0.0237327378802001,Male,42,No,Yes,Retired,Suburban,High School or Below,1671170400
60,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,5ae985c4-34ef-43f2-90f6-d5d11310195a,churn,0.5015534,0,no_churn,-0.171787049642776,-0.0076083924105478,0.0526564064661033,0.0565924498407002,0.0430938837899248,0.0283518404440928,0.0376653870232257,0.0320093243176961,Male,34,No,No,Employed,Suburban,Bachelor,1671170400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4b6a1e97-1ce4-458c-9d20-4026adbb1097,no_churn,0.87000257,0,no_churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,49,No,Yes,Employed,Suburban,Bachelor,1671170400
64,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,273f30aa-12ae-4f61-8411-c7c77910ee00,churn,0.104011714,0,no_churn,-0.211447092405269,-0.0028655957639421,0.0263182475112989,0.0408094523484214,0.0418549127667756,-0.0770361599698662,0.0065838845000689,0.0450895350802966,Male,22,No,No,Employed,Rural,High School or Below,1671170400
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5b0a16e5-faa1-48ce-9554-abdc8cfabf57,churn,0.618154,1,churn,0.0745353631725993,-0.0045007626715596,0.110633630758703,0.0081765183559946,0.0627048813889996,0.0832088715869122,0.0438775497695496,0.0337544727467684,Female,49,No,Yes,Employed,Suburban,High School or Below,1671170400
34,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,6aa5eb48-9463-4961-97b7-1e62aef39153,churn,0.31810454,0,no_churn,-0.146087866148318,-0.0052579223663815,0.0222094234936048,0.0312599329698423,0.0117569053903298,0.0387476484151102,-0.0193309936795958,0.0276767211729202,Male,40,No,Yes,Employed,Suburban,College,1671170400
16,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,f7dd8f6a-8cae-4be9-a76a-7bb9bc48c138,no_churn,0.58138645,1,churn,0.0225734869338066,-0.0064895255118608,0.0020125556626589,0.0993558904560632,-0.0208585637239048,0.0617688809090032,-0.0090596812479361,-0.0083291923197248,Female,38,No,No,Medical Leave,Suburban,Bachelor,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,d57602f4-4b9d-4d78-a115-767ef42f6ac5,no_churn,0.664926,1,churn,0.12500853572099,-0.0112982330403792,-0.0164987786532765,0.134791186968287,-0.0766268879631206,0.0609480391310535,0.0226840461467145,-0.00803405875522,Male,27,No,Yes,Employed,Suburban,Doctor,1671170400
13,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,59ccb681-2fea-4f6d-b389-bb78f9598799,no_churn,0.75637364,1,churn,0.048245273403993,-0.0092147545991974,-0.0658760044014525,0.130074182231501,-0.0802831306969073,0.0693543807775768,-0.024658757917391,-0.0266673423738029,Male,66,No,No,Disabled,Suburban,College,1671170400
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a863375d-8eb2-4031-9b49-b6b23b8ff195,churn,0.6120553,1,churn,-0.0510016338137484,-0.0064025696553289,-0.13102742253026,-0.0241855000945724,-0.0366295341943805,0.0580935481802225,-0.0568811358947641,-0.0109919043407535,Female,51,No,Yes,Unemployed,Suburban,Master,1671170400
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d7b4d158-aae3-4afc-8a25-6dad2dc74c46,churn,0.77429426,1,churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Male,39,No,Yes,Employed,Suburban,Bachelor,1671170400
48,Yes,No,Fiber optic,Expired,One year,100hrs+,Active,076e280d-7873-4c11-b0dd-3a920b857b03,churn,0.20520303,0,no_churn,-0.109681191426935,-0.0016270271625398,-0.0118105330907928,0.109086411496173,0.0371194134623147,-0.0136201051124589,0.0487613385617805,0.05274554399326,Male,30,No,Yes,Employed,Suburban,Bachelor,1671170400
35,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,0b377e3c-fe33-49e2-aa87-d1bcb468dc16,churn,0.38693795,0,no_churn,-0.107756459527445,-0.0007928974139849,-0.0378128569374439,0.0845005561431207,0.041820287789942,-0.110089238189139,0.0070388212581292,0.036565634857834,Female,74,Yes,No,Unemployed,Rural,Bachelor,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,8913b48f-cc6c-42d7-8a91-5104dd50227a,churn,0.88895315,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,55,Yes,No,Medical Leave,Urban,College,1671170400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d14c8634-7de3-4608-ae41-51febcab8b13,churn,0.67878556,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,78,No,No,Unemployed,Suburban,Doctor,1671170400
5,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,96bb8e2c-6689-45f9-85c9-b608bf001c26,no_churn,0.51593804,0,no_churn,0.191269801082126,-0.0004301726338235,-0.0147838112113731,0.208800900240258,0.146707736041171,0.111551667432996,0.0125436521926167,0.0175640822805144,Female,63,Yes,No,Employed,Suburban,Bachelor,1671170400
5,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c6cd5671-83aa-4061-bd82-17656cd9dc7a,churn,0.68300545,1,churn,0.083139115341246,-0.0010856077329935,0.0138599115703073,0.0937462230573692,0.0311617106995072,0.0862987274811985,-0.0506441628709944,0.0266531056497569,Female,77,No,Yes,Employed,Suburban,Bachelor,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f5764ae9-6e65-4305-b149-595a409c4054,churn,0.7838533,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Male,63,No,Yes,Employed,Suburban,College,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,a76a8607-4c06-498d-bd2c-1a6bc3ae5349,no_churn,0.4775804,0,no_churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Male,55,No,Yes,Employed,Rural,College,1671170400
27,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,c34c2b01-513a-4f27-bbb8-61a2a60bf690,no_churn,0.59429944,1,churn,-0.038465539636627,-0.0034651148093507,0.0897514034705091,0.1583597012891,-0.0134930656160122,0.0990309212112242,0.0319349774414558,-0.0388222891312943,Female,69,Yes,No,Unemployed,Suburban,College,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,27ff40ac-c372-4fbd-8ccd-9f2e5084de98,churn,0.44671237,0,no_churn,0.122894272099747,-0.0039682881433691,-0.0400772520493228,0.150734027857616,-0.0249400539653015,0.0718480585921406,0.0280720887629286,-0.0050830480005333,Female,43,Yes,Yes,Employed,Suburban,Bachelor,1671170400
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,cbb80559-d953-4f94-ba0c-d9b943d9867a,no_churn,0.34970665,0,no_churn,0.0325493366683076,-0.0022929947576812,-0.0825057895778627,-0.0089592738263127,-0.0042958536843343,0.0848120455701519,-0.0169029433920695,-0.0074158333123887,Female,80,Yes,No,Employed,Urban,Bachelor,1671170400
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,a9a94b7d-869b-4228-847d-12746bc6ae35,no_churn,0.22248128,0,no_churn,-0.225894463629338,-0.0034091786904446,0.0377724858302053,0.0123819245360573,0.0131042282490307,0.0596999051777174,0.0434380753237792,-0.0372729718978644,Male,46,No,No,Employed,Suburban,High School or Below,1671170400
60,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6cfa8a0c-a14e-49c7-9bc9-c57dbe95b9d8,no_churn,0.12816967,0,no_churn,-0.22261579257256,-0.01058993667717,0.0310571670890385,0.0655245936624123,-0.005015128692039,0.0050437480950131,0.0291075608650317,-0.0290383627589108,Male,34,No,No,Unemployed,Suburban,High School or Below,1671170400
65,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f937ebcc-b150-4a40-bf6e-aadfb0a0445a,churn,0.3398566,1,churn,-0.200396856241241,-0.0090278207394294,0.0402084690237097,0.0441661573230885,0.0199128903493237,0.0467800970471853,0.052848443648927,-0.0468508647987073,Male,49,No,No,Employed,Suburban,High School or Below,1671170400
51,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,3f9093d9-fe8f-465f-9e63-fb3797350bc3,no_churn,0.22416493,0,no_churn,-0.231877760808093,-0.004590984576389,0.0411645230334943,0.0468095825855834,-0.106501479746694,0.0222841525619605,-0.0157187463713671,-0.0205954376448426,Male,34,No,Yes,Medical Leave,Suburban,College,1671170400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,269d2e4e-6e65-4f98-a8a2-1325a77f2379,churn,0.7800597,1,churn,0.34117564532658,-0.0048932823505765,-0.0243099191901228,0.0981289615049991,0.0533948566199251,0.157543334007987,0.0613364214669172,-0.0276090504741841,Female,56,Yes,No,Disabled,Urban,Bachelor,1671170400
31,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,d9ef8856-7cbf-471a-b24e-eeb63c308456,no_churn,0.49362025,0,no_churn,-0.133486299648584,-0.0112620638645603,0.0066177651413454,0.0753918833570423,-0.0313655181088779,0.0638984361216898,0.014231571806431,-0.0569090682391834,Male,52,No,No,Employed,Suburban,College,1671170400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,e36298c9-0a51-46c6-bb28-d11cdc88f37e,churn,0.78529614,1,churn,0.198098165985449,-0.0022423958407671,0.0399407974750192,0.108168263400021,0.040922159594329,0.131911000257219,0.0454484093995597,-0.0308162685423121,Male,35,Yes,No,Employed,Urban,Bachelor,1671170400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,744169a8-2d68-4d80-8a57-38b6c1f6c9ca,churn,0.6218579,1,churn,0.198098165985449,-0.0022423958407671,0.0399407974750192,0.108168263400021,0.040922159594329,0.131911000257219,0.0454484093995597,-0.0308162685423121,Male,40,Yes,No,Employed,Urban,High School or Below,1671170400
69,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,d5ee5af4-c7ba-427a-96b9-a466e8418c52,churn,0.06889262,0,no_churn,-0.0598596340664335,-0.002223178851691,0.0088112538452332,0.0976471011660942,0.0613653128662736,-0.0441691645345417,0.0751089740455609,-0.0657068137978058,Female,59,Yes,No,Employed,Suburban,College,1671170400
24,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f829006b-d5ae-4aa0-8182-6212a0d78864,no_churn,0.42146283,0,no_churn,-0.124820983833606,-0.0045006817806279,0.0485578570477991,0.072033546643488,-0.016831469962899,0.057047014076852,0.0298184343192406,-0.0617584392557364,Female,23,No,Yes,Employed,Suburban,Doctor,1671170400
8,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e0bf45db-05a3-4b21-a113-094f10101cb8,churn,0.44805866,1,churn,0.111982842183079,-0.0080792679630212,-0.0310989591312682,0.170104342829891,0.0606168640855139,0.0778676765666932,-0.0526742803145498,0.0351713014554115,Female,27,No,Yes,Unemployed,Suburban,Bachelor,1671170400
12,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4590a2d9-66e7-4547-b697-0b1b4e76f955,churn,0.84411865,1,churn,0.0873185229473983,-0.0065628542929516,-0.0206901803493929,0.188166211686566,0.065906038368912,0.106586448490607,-0.0543408074919671,0.013201581852245,Male,72,No,No,Employed,Suburban,Bachelor,1671170400
26,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,7a6db6a2-6a6b-40e9-88f3-f4d62544151b,no_churn,0.25183123,0,no_churn,-0.0040934407386885,-0.0037315692921765,0.128228674112252,0.164048753850238,0.0858275377007976,0.0985187883869912,0.0057765396079594,-0.0178857452846932,Male,71,No,Yes,Employed,Suburban,High School or Below,1671170400
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,00aba67e-b5cc-4f1c-99e8-8ddd9a2a3d2d,no_churn,0.85391027,1,churn,0.22070915371487,-0.0060852235685342,0.0359682402411453,0.0755240932560264,-0.0424236560242388,0.123789498113583,0.0270629278583055,-0.015649788798828,Female,48,No,No,Employed,Rural,College,1671170400
47,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,a1878f49-452a-476f-9c8a-4960c0d6c6fc,no_churn,0.22625498,0,no_churn,-0.109265254862748,-0.0056541451865268,-0.0860122022726682,0.0919757895828479,-0.0453173566566874,0.0139946127477924,-0.0028853778810662,-0.0125288823752998,Female,79,No,Yes,Employed,Rural,High School or Below,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,0514d2e1-0ff8-4815-993b-5d9ec08ae89b,churn,0.38075754,0,no_churn,0.122894272099747,-0.0039682881433691,-0.0400772520493228,0.150734027857616,-0.0249400539653015,0.0718480585921406,0.0280720887629286,-0.0050830480005333,Male,50,No,Yes,Employed,Suburban,College,1671170400
41,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,bd90e75b-88f4-485f-b866-7fe5cad46d87,no_churn,0.48992696,0,no_churn,-0.204407877049107,-0.0068956240752231,0.0028804817120726,0.091829350630469,-0.0017993431547802,0.0325697592900633,-0.0208582422768631,-0.0523446565147969,Male,23,Yes,Yes,Medical Leave,Suburban,Bachelor,1671170400
40,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,508b7458-54fe-4de5-bdc6-5d4a6a78366e,no_churn,0.46939832,0,no_churn,-0.0205186715029503,-0.0058147837305659,0.0511586608735706,0.165531563309323,0.0868047259453214,0.101189834008028,-0.0052207566479364,0.0078432783170865,Male,28,No,Yes,Employed,Urban,Master,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,7f317929-a5d8-423b-ab9e-8bacc9b1d855,churn,0.69022715,1,churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Female,47,No,Yes,Employed,Urban,High School or Below,1671170400
59,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,fd20f8f7-4e7e-4e0f-b83c-2fc0286d2e65,no_churn,0.33035886,0,no_churn,-0.226716305996451,-0.010690928172753,0.0327640327261542,0.059995773887058,0.0039453205382687,0.0110597007643082,0.0213872885767887,-0.0307710335525735,Male,29,No,No,Employed,Rural,College,1671170400
12,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6a4becc8-ac5f-412d-b615-aa755a3c8d8b,churn,0.4939915,0,no_churn,0.0974471740925128,-0.0067833613134462,0.0022728243762685,0.141536679807959,0.0813170594453822,0.100243217233547,-0.0348042324552079,0.0133556004322781,Male,69,Yes,No,Employed,Suburban,High School or Below,1671170400
2,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,9e20f0ee-3c67-453a-850c-e4580af85e25,churn,0.84761345,1,churn,0.19860268135134,-0.0066354225920804,0.0375910100600504,0.0889986746521208,0.0514784190667523,0.120603166911014,-0.0409981867009082,0.0092267901767536,Female,27,No,No,Unemployed,Urban,High School or Below,1671170400
6,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,566f6691-2c54-4989-9fe5-8144a7bc1898,churn,0.4930226,1,churn,0.144129896893937,0.0005290555140527,0.0058620645078553,0.187830471257603,0.0640624971910801,0.0929461783622582,0.0106660118664422,0.0053524384262527,Male,66,No,Yes,Employed,Suburban,Bachelor,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,a54cb0a1-be91-4932-b687-3dc08cd98935,no_churn,0.68232924,1,churn,0.122894272099747,-0.0039682881433691,-0.0400772520493228,0.150734027857616,-0.0249400539653015,0.0718480585921406,0.0280720887629286,-0.0050830480005333,Female,70,No,Yes,Employed,Suburban,High School or Below,1671170400
40,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,cbe7c23b-055e-41bf-b2c7-861811f83046,no_churn,0.21576361,0,no_churn,-0.13764388607171,-0.0086318207313297,-0.0515418620614582,0.0177729952197478,-0.01604069948296,0.059302292697921,0.0142383135383579,-0.0113425921085899,Female,23,No,No,Unemployed,Suburban,Bachelor,1671170400
34,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,84a191ff-5a98-44dc-bfd4-09a849fdd117,no_churn,0.3253716,0,no_churn,-0.0506914024915658,-0.0015556908843063,0.0185711060612266,0.157884294220512,0.0124520637631576,0.0743457168163877,0.0764088946842366,-0.0264411313094933,Female,78,No,No,Disabled,Urban,High School or Below,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,ae782167-53a6-422c-bb9f-5e05e6e8de62,churn,0.8801533,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Male,68,No,Yes,Employed,Suburban,High School or Below,1671170400
22,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,47437781-8736-4ca7-bce6-1d3c0a08a101,no_churn,0.5483595,0,no_churn,0.0490558396787218,0.0009039551724708,0.131435187812567,0.196513950365115,0.122447942197959,0.122333535815751,-0.0046748116210619,-0.0070417470967913,Female,75,No,Yes,Employed,Suburban,Bachelor,1671170400
18,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ca597777-3b40-409f-b4db-2431c92e9054,no_churn,0.40305385,0,no_churn,-0.166755558433997,-0.011049299141996,-0.126433771126904,0.0736641089713703,0.0429069543701189,0.0368029599028159,-0.013820886135727,-0.0393406579371367,Male,44,Yes,No,Employed,Urban,College,1671170400
9,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ef0584ac-0bef-464d-96c2-fcc011ae73f9,churn,0.5790994,1,churn,0.13405790575689,-0.0020021040350184,0.0047040238547197,0.239982415725244,0.153498330081402,0.134644307132103,0.0070469440545457,0.0166682923426105,Male,35,No,No,Unemployed,Urban,College,1671170400
21,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,3d2812d8-1120-40c4-9546-9eb861c3bd5a,churn,0.5946703,1,churn,0.0460464237373435,0.0004522159555199,0.107502231288745,0.176140362831084,0.104736476111784,0.102244724376833,0.0181913700633776,-0.0191884368396495,Female,34,Yes,Yes,Employed,Suburban,College,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e829af36-0b8a-423b-ae99-9aeb7316ac75,churn,0.8185585,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,28,No,Yes,Employed,Suburban,High School or Below,1671170400
49,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Disabled,7f1d4807-a526-46a5-a61c-0378b035934d,no_churn,0.12890552,0,no_churn,-0.0258922268962714,-0.0044901749082964,0.0627586453463982,0.0280503215003909,0.0260641528796213,-0.100986695547062,0.107509630135846,-0.0620398004363141,Male,52,No,No,Employed,Suburban,High School or Below,1671170400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,0c9448e3-b15a-49ad-b383-96a159f99c7b,churn,0.5366373,1,churn,0.0928802146403813,-0.0030288511316712,0.0211347758218016,0.0225038027503433,0.042695858177467,0.107354633228265,-0.0529635856990353,0.0194441093154091,Male,27,No,Yes,Employed,Rural,Bachelor,1671170400
6,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1366ff32-8d2e-4bc4-9aaf-f8a26aeb5161,no_churn,0.689612,1,churn,0.144129896893937,0.0005290555140527,0.0058620645078553,0.187830471257603,0.0640624971910801,0.0929461783622582,0.0106660118664422,0.0053524384262527,Male,25,No,No,Unemployed,Rural,Bachelor,1671170400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Disabled,ffedc484-4c88-4569-8fef-c34c782cb44f,no_churn,0.0119312839999999,0,no_churn,-0.119527906179611,-0.0025659129905704,0.0231581547660664,0.0389960227790993,0.0222542293155788,-0.0901587560072357,0.0503608494184538,-0.0298048729288939,Male,27,Yes,No,Employed,Rural,Bachelor,1671170400
21,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,73f6f37e-a4c6-47b5-b475-b12452397435,churn,0.45248535,1,churn,-0.148637675703731,-0.0074920356475104,-0.082593580893108,0.0771815251173029,-0.0043005821794031,0.0406636560104743,-0.0005520078791687,-0.0131764009136804,Female,34,No,No,Employed,Suburban,Bachelor,1671170400
54,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,15181e7c-a987-43ad-b7be-a9dbd9e093ce,churn,0.28907424,0,no_churn,-0.257444463500979,-0.0093670966226636,0.0265088616306093,0.0620353476551827,-0.0202965185359607,0.0232417966571574,-0.0258824012564036,-0.0519883444263905,Female,57,No,Yes,Employed,Suburban,Bachelor,1671170400
51,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e67380ae-60dd-4280-8aba-8b8108394766,no_churn,0.44729996,1,churn,-0.219210864521319,-0.0046590598793045,0.038357232540111,0.0315726557522884,-0.0824023453374775,0.0246657827163289,0.0032458850660077,-0.0205954376448426,Male,66,No,No,Employed,Suburban,Bachelor,1671170400
15,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1458c2b1-0105-412d-a2ec-3c93eb1e01b9,no_churn,0.40005356,0,no_churn,0.0676912134878966,-0.0072998915532298,0.0005480210670066,0.12955791116583,0.0032298321369762,0.0982336671280336,-0.0807483520431696,0.0221297965806115,Female,48,No,Yes,Employed,Suburban,College,1671170400
10,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,cf580156-0568-4a7c-9171-fe939a74c0e3,no_churn,0.5013286,0,no_churn,0.0835191988677434,-0.0064984811675094,0.0561524047077273,0.145498663155176,0.0443888930858429,0.102054225930769,-0.030115032397025,0.008418423615185,Female,77,Yes,Yes,Unemployed,Suburban,High School or Below,1671170400
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,7f4450f5-36e4-4f09-aa22-c417983c0697,no_churn,0.34773213,0,no_churn,-0.151917900311005,-0.0092038820748712,0.033502168520672,0.0336564898934011,-0.0020830377424408,0.0776194750070908,0.0659038590660929,-0.0547255400119047,Female,29,No,No,Employed,Suburban,Bachelor,1671170400
27,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,1c28dccc-38e2-44cd-a463-932974c71d12,churn,0.585787,1,churn,-0.0715416651934538,-0.00562184016444,0.0880166060093506,0.13495882720239,0.017996298279404,0.0771695342618477,0.0082667759815194,-0.0427468751775086,Female,35,No,Yes,Employed,Urban,College,1671170400
49,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,3ea2dd3f-df0d-4955-bb87-e42b2e0c5dba,no_churn,0.36006138,0,no_churn,0.0580704263418647,0.0009169350293996,0.127272009569697,0.157873131104716,0.0741985132783611,0.121127044613177,0.0424276382013204,-0.0157927972687684,Female,46,Yes,No,Employed,Rural,Bachelor,1671170400
25,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,a4af7c26-3cf0-4ae3-8429-3480c74535ca,churn,0.6621719,1,churn,0.0413812951939689,-0.0044547374218018,0.0984820025056978,0.184176953504802,0.0023246895559532,0.107972559494656,0.0005802457842082,-0.0204891563768251,Female,56,No,No,Employed,Suburban,High School or Below,1671170400
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,4fba779b-e900-42bd-a23c-dfb7cfb9cdd5,no_churn,0.4766618,0,no_churn,-0.0842019594131033,-0.004530195835523,-0.0715957462527694,0.0456812483081921,0.0533908318224166,0.0682748845338755,-0.0266854070641056,-0.0167003512137489,Male,45,No,Yes,Employed,Suburban,Bachelor,1671170400
4,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,d9616d43-8c94-472c-b600-d3d5e2c5fe43,churn,0.6592394,1,churn,0.211820342144074,0.0015998650644723,0.0908562996623186,0.169116085274036,0.0592303651461588,0.139955377208507,0.0156115883552229,0.0290339349040277,Female,32,No,Yes,Employed,Suburban,Bachelor,1671170400
15,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,204d2480-510d-4ad5-ad06-b31dbc27fb55,no_churn,0.1365734,0,no_churn,0.0241284900129994,-0.0172875559738895,-0.0892831733487037,-0.126662418702745,-0.0674540118187542,0.0557130452691762,-0.0214456486234394,-0.0267348775565278,Male,62,Yes,Yes,Unemployed,Suburban,College,1671170400
5,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,560d67ca-477d-4eeb-85d5-10ccf1833606,no_churn,0.3961164,0,no_churn,0.146891614934534,0.115488141456854,0.0424015797285392,0.0013910503650458,-0.0049626311432075,0.126188848278512,0.051056373966162,-0.0242275140573883,Female,20,No,Yes,Unemployed,Suburban,College,1671170400
1,No,No phone service,Medium Speed,Expired,One year,<80hrs,Disabled,9cf42dbf-7e32-4be2-9183-3b28349958cb,no_churn,0.15291958,0,no_churn,0.140787813938805,0.0044295171960447,-0.0006612568687978,-0.0671821936835385,-0.0001285675302733,-0.141408050971861,0.0497349382968968,-0.0245983507874916,Female,55,No,No,Employed,Suburban,College,1671170400
72,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Disabled,e5425850-f193-49db-b321-8e4541cf8a16,no_churn,0.0020691818,0,no_churn,-0.110112120744784,-0.0033397307243239,-0.0127689742725988,-0.0045179180827744,0.0214210139086344,-0.147944172127709,0.0416730005833915,-0.0234372514425967,Male,60,No,No,Employed,Rural,College,1671170400
1,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,bd29365d-6ffb-4901-ba50-0fc89373afd2,churn,0.85391027,1,churn,0.168508340815151,-0.0070094514533593,0.0707299594766482,0.0610916254098992,-0.0467873036159471,0.10631833241795,-0.0157299610403606,-0.0038994541549982,Male,43,No,No,Unemployed,Suburban,High School or Below,1671170400
27,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Disabled,78c9ff16-2a13-4b64-a4dd-d6f981fe5aae,no_churn,0.010747399,0,no_churn,-0.0117371346654545,-0.0026871113349079,-0.0075860458333772,-0.0610159928917801,0.0463072870274299,-0.156170337850917,0.0599636058425039,-0.0361004229054651,Male,40,No,No,Unemployed,Suburban,Master,1671170400
19,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,6d6d278a-4a88-4444-a2c7-1dc2a9958479,no_churn,0.19220038,0,no_churn,-0.0675155892830571,0.0892343032872577,0.0259838548342213,-0.0347311156889827,-0.0022267595504217,0.086239065871041,0.0931111267600863,-0.0491210345312265,Female,34,No,Yes,Employed,Suburban,High School or Below,1671170400
11,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,74bf4b2f-9c95-4203-a1b2-2a3dbc56ec35,no_churn,0.37003243,0,no_churn,0.0010476439386366,0.0157792336105194,-0.0343947676614243,-0.039479091262292,-0.0122655014608335,0.0184956196942039,-0.0339460591352235,-0.0442632264170788,Male,55,No,Yes,Employed,Suburban,High School or Below,1671170400
71,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Active,8f24b28d-8983-473d-8165-8e09e4f80e96,churn,0.027745329,0,no_churn,-0.0889888747162331,-0.0076027520841489,0.0054064646756069,-0.0745958470709138,-0.0282299894498464,-0.119251224625523,0.0162660025632249,0.0279700676352331,Female,27,No,No,Unemployed,Suburban,Bachelor,1671170400
42,Yes,Yes,Medium Speed,Expired,One year,<80hrs,Disabled,be9c0c5d-c1bf-43fa-8e52-d8ae26a969e1,no_churn,0.06582098,0,no_churn,-0.0445976309198158,-0.0040428978809359,-0.0181621104477926,-0.0524336014211076,-0.0408504770343461,-0.0799534097646937,0.0144074482541691,-0.0233934728028179,Female,33,No,Yes,Employed,Urban,Bachelor,1671170400
2,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,acca2671-1b6a-41b0-9c08-153cc0a1162d,churn,0.6720727,1,churn,0.0715399221470579,-0.0050936512818952,0.0320958351855551,-0.171175847270688,0.0012579218859536,0.110740030604284,-0.0139379082426421,0.0580475441834642,Female,29,No,No,Employed,Suburban,High School or Below,1671170400
41,No,No phone service,High Speed,Expired,One year,100hrs+,Active,4ef71991-b598-4472-8548-bfcb5f286e35,churn,0.21478547,0,no_churn,-0.064288452124133,-0.0336409673028401,-0.0290010792291241,-0.0846313441942857,-0.0293363000579302,-0.0746887505568474,0.0244723325132508,0.0320884073403431,Female,65,No,No,Employed,Rural,College,1671170400
28,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,e1ed39a1-d4a5-42ab-a40d-b3aaa9e7152c,no_churn,0.0786856,0,no_churn,0.0011651299316417,-0.0068960255496858,-0.0157745766220659,-0.0041910722060583,0.0879418661641648,0.0721582269594,0.116044016965043,-0.0794737140782035,Female,53,Yes,No,Unemployed,Suburban,Bachelor,1671170400
50,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Disabled,00ca4b60-5728-413d-b879-6f8b2cc79749,no_churn,0.0207277999999999,0,no_churn,-0.0459522552332873,-0.0034765736513691,0.0139072441207281,-0.0744162435183716,-0.0162094002617504,-0.132115438744186,0.0076000845382804,-0.0183635693454016,Female,31,Yes,No,Employed,Urban,College,1671170400
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4c31d975-3547-4f82-9fc9-d7ed20ca2eab,no_churn,0.16772689,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Female,20,No,No,Employed,Urban,College,1671170400
5,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,b02f17ed-4d6a-458a-9c2e-9fdfadd86f84,no_churn,0.14457338,0,no_churn,0.124392449909346,-0.0041795735006962,-0.0342068411274976,-0.0912350174679432,0.0009084871694722,0.0828074537895554,0.0280612594057674,-0.0416315214316819,Female,64,Yes,Yes,Employed,Suburban,Bachelor,1671170400
69,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,524a093b-4684-4a53-a2ac-110682c8d116,no_churn,0.025007384,0,no_churn,-0.0607871984445773,-0.0043257451458703,0.0058947221699963,-0.0299563161929654,-0.0084704389635953,-0.117459402618661,-0.0153124925183692,-0.0386092817768076,Male,43,No,Yes,Employed,Suburban,Master,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,5b20ae29-5779-4346-90a3-f1e45a60a8c2,churn,0.38075754,0,no_churn,0.134301574470137,-0.0002300462528364,-0.0462388014538191,0.0795194534229813,-0.0411552546093207,0.0731617438941975,-0.0038759735358326,0.0028789512456751,Female,59,No,No,Unemployed,Suburban,College,1671170400
47,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,08e96d74-d9c5-4d64-833a-366e54e09576,no_churn,0.22625498,0,no_churn,0.0339115552075054,-0.0019426236590334,-0.037527352695306,0.101252703433529,0.0945758023208509,0.0982889946002251,0.0274501391990088,-0.0254163160608186,Female,34,No,No,Employed,Suburban,Bachelor,1671170400
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8e5fada0-569b-45a1-a033-4fcd65a7fa19,churn,0.648372,1,churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Female,33,No,Yes,Employed,Suburban,Bachelor,1671170400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,ef0ffbcd-3b21-4f68-8fed-46e060842358,no_churn,0.4775804,0,no_churn,0.236828058960073,-0.0066962266764676,-0.0365875964271344,0.0800460194198785,0.0255461856949659,0.136174306926287,0.0826665832134131,-0.0406434693588653,Male,30,Yes,Yes,Unemployed,Suburban,High School or Below,1671170400
72,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,3f3394c2-28ca-442c-bcad-4f006848ec76,churn,0.007962492,0,no_churn,-0.0912177563772456,-0.0038812265070009,0.0095089991606164,-0.0430636026810952,-0.0155388340930858,-0.175716339369319,0.0220519282530494,0.0288306800459395,Male,49,No,Yes,Unemployed,Rural,High School or Below,1671170400
5,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,631025ff-8059-4be2-9684-f705abfba994,churn,0.68300545,1,churn,0.083139115341246,-0.0010856077329935,0.0138599115703073,0.0937462230573692,0.0311617106995072,0.0862987274811985,-0.0506441628709944,0.0266531056497569,Male,65,No,No,Employed,Suburban,High School or Below,1671170400
27,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,349f346a-fe05-4296-b495-5a6e6dc48eaa,no_churn,0.38165006,1,churn,-0.107286300061473,0.0825757940633229,0.0451370127893915,-0.0343235443098501,-0.030318426570011,0.10090900395423,-0.009147688271405,0.043427999875239,Female,60,No,Yes,Unemployed,Rural,Master,1671170400
21,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,635ae6f6-5c91-43fa-860e-83bbec0f6eb6,churn,0.45248535,1,churn,-0.121651618054766,-0.0044929939689791,-0.102104227734635,0.0864093914225486,-0.0183690257260786,0.0440962135186418,-0.0155860294296689,-0.0315421435340795,Male,65,No,No,Employed,Urban,High School or Below,1671170400
14,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,f1abe792-0d74-42e8-bb32-6471ebfcef1a,no_churn,0.12446755,0,no_churn,-0.0325795333604946,-0.0184968435427708,-0.051324839754925,-0.119673712372733,-0.0207036760040864,0.043319393132806,0.0138085484869952,-0.0233754880209016,Male,38,No,Yes,Employed,Rural,Doctor,1671170400
71,Yes,No,High Speed,Expired,Two year,<80hrs,Active,5a70c004-ace5-45b0-80df-6c09dc13d744,churn,0.0064282976,0,no_churn,-0.0761435848491055,-0.0157016132962598,-0.0596087928727229,-0.0243711337035256,-0.0213513546651756,-0.114314025965778,0.0191421635298956,0.0233221897712064,Male,58,Yes,Yes,Employed,Suburban,Master,1671170400
53,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,6136eb20-5d9e-42d2-8048-7b7672478bcd,churn,0.2752524,0,no_churn,-0.0793092221130064,-0.0011225026637112,0.0341309252042265,0.148675787019256,0.0947824563898029,-0.0334094793459917,0.121074885505604,0.0761510110094059,Female,63,No,No,Employed,Urban,Bachelor,1671170400
70,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,137b4ba5-144d-41f6-af87-faa7cff764cf,no_churn,0.22248128,0,no_churn,-0.171318881549287,-0.0089829362560976,0.0431692323728202,0.0697351187297681,0.0167509729986159,0.0488685496504786,0.0806450788745769,-0.06389328568579,Female,35,No,Yes,Employed,Suburban,College,1671170400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6a2c4788-e0cd-4b79-9170-f717b793e9d4,churn,0.8783355,1,churn,0.222147846840708,-0.0040052244714024,0.0677643768527013,0.128821435551163,0.10118883184693,0.123289165715705,0.0387064173067665,0.0455610086877277,Female,48,No,No,Employed,Suburban,Bachelor,1671170400
17,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,ac1b55bd-95e6-4be0-8cbb-1d395df55e56,no_churn,0.618154,1,churn,0.121484800591352,-0.0007794016941988,0.0513579420604764,0.168044643644043,0.0497564098441853,0.0809643679514101,0.0608127452318876,0.0026656764716972,Male,20,No,No,Employed,Suburban,Bachelor,1671170400
13,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,10cc5048-0762-4ac0-9cb8-1d9ef71cf7bf,churn,0.05094279,0,no_churn,0.0042391789559997,-0.0052540841807785,-0.0200343370963037,-0.0794099121178987,0.0152405641299083,-0.058514676516188,0.0346850022017952,-0.0299778852891449,Female,35,No,Yes,Employed,Suburban,High School or Below,1671170400
21,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,b9f7a0a6-3fc0-400c-9ba4-85e136b8e269,no_churn,0.56577575,1,churn,-0.0821568039049725,0.047737112823961,-0.0048859630813967,-0.0175282250573764,-0.0982800135705292,0.0567738919527346,0.0239858839748012,-0.0346720332206678,Female,45,No,Yes,Employed,Suburban,High School or Below,1671170400
72,Yes,No,Medium Speed,Expired,Two year,<80hrs,Disabled,abb55b72-351c-431b-a716-cc93648a1f8f,churn,0.0023266089,0,no_churn,-0.085499129615041,-0.0044695437211203,-0.0074552769508909,-0.0292821266152623,-0.0182940355145933,-0.125797952495484,0.0153882669022368,-0.0136163537229913,Female,35,No,No,Retired,Suburban,Bachelor,1671170400
23,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,33754b81-55c5-4f74-922b-b332c330edb1,no_churn,0.14991127,0,no_churn,-0.193860981976786,-0.007339278099439,-0.0744208558465743,0.0190493371316824,0.0052708333082273,0.047476490748777,0.0110654458243016,-0.0171004735293126,Female,57,Yes,Yes,Employed,Suburban,College,1671170400
64,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Active,d8d05d45-c800-412b-bd39-b13c86de377c,churn,0.012604892,0,no_churn,-0.105851264632456,-0.0033797229527772,0.0143757735335384,-0.0143044887926953,-0.0154970356858757,-0.203112853717248,0.0318813485614373,0.0368620912533515,Female,76,Yes,Yes,Employed,Urban,Bachelor,1671170400
33,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,9512af41-a4f4-4721-a956-aeace0d81e86,no_churn,0.15861031,0,no_churn,-0.088338047256002,-0.0040736127514537,0.0161125153200373,-0.0603085914567418,-0.0655348065820089,0.0485842053143551,0.051824926858053,-0.0372927426313799,Female,72,Yes,No,Unemployed,Suburban,Bachelor,1671170400
6,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,1cf45d12-5b91-4e3f-a275-53f9504c4ac7,no_churn,0.06488281,0,no_churn,0.132065253716455,0.0004538852874247,0.0364215666047857,-0.0147204956412588,0.0285382002525329,0.100865764068385,0.0954236227772344,-0.0464033076828854,Female,74,No,No,Unemployed,Urban,Bachelor,1671170400
27,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,da0f516b-2302-4819-8ae0-869e610b3ad7,no_churn,0.38165006,1,churn,-0.107286300061473,0.0825757940633229,0.0451370127893915,-0.0343235443098501,-0.030318426570011,0.10090900395423,-0.009147688271405,0.043427999875239,Female,69,Yes,No,Medical Leave,Suburban,Bachelor,1671170400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,feb07303-50c5-46d6-b73b-1664bdc63a90,churn,0.77747726,1,churn,0.245502653689118,-0.0017039011296401,0.0561606771476226,0.0689250662828635,0.0771069894972879,0.153725644515371,0.0631311919791915,0.0581255321872367,Female,23,No,No,Employed,Suburban,High School or Below,1671170400
71,Yes,No,High Speed,Expired,Two year,100hrs+,Active,cf178484-1842-477f-a36f-d14ebaae2b53,churn,0.0064282976,0,no_churn,-0.0920863731086319,-0.0055043368888436,-0.0259962441240713,-0.021834493778515,-0.0355620923765491,-0.128005924374229,0.0161424846986847,0.0238208273824966,Male,77,No,No,Unemployed,Suburban,High School or Below,1671170400
6,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,ec16f265-b37c-4005-b082-0f697d5e4b64,churn,0.689612,1,churn,0.144129896893937,0.0005290555140527,0.0058620645078553,0.187830471257603,0.0640624971910801,0.0929461783622582,0.0106660118664422,0.0053524384262527,Female,34,No,Yes,Employed,Suburban,High School or Below,1671170400
21,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,8d6301f7-bdde-41c6-afc8-4bcd9d1525a2,churn,0.56577575,1,churn,0.0972406885707278,0.132850603169136,0.0551984653491217,0.0957053161523344,0.0423199600501448,0.113966865074381,0.0364052373984395,-0.0227132771970809,Male,48,No,Yes,Employed,Rural,College,1671170400
6,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,5fae8061-2ddd-4e6e-9834-9a71b8746590,churn,0.689612,1,churn,0.137553779628515,-0.0012502339442289,-0.0183254023468725,0.131528715093755,0.0417204283580395,0.0861094097003115,-0.0392654699731429,0.0333073896286805,Female,54,No,No,Employed,Suburban,High School or Below,1671170400
12,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,b880074c-44c2-4f89-8279-fc78f5d6fbc0,no_churn,0.735214,1,churn,-0.0046349843157895,-0.0147119404158183,0.0218943952437757,-0.0572222608278662,-0.126338995584265,0.0498700609246316,-0.0893173223189933,0.0327682280991621,Male,25,Yes,Yes,Employed,Suburban,College,1671170400
66,Yes,Yes,High Speed,Expired,One year,<50hrs,Active,af14b029-4de7-4560-a9b0-a4f1c0c821ba,no_churn,0.3211703,1,churn,0.0541599031666646,0.003871398129977,0.107035412464002,0.0328410340527625,0.0843298770735782,0.0077997538479394,0.155173499693183,0.0949296473032154,Female,33,No,No,Employed,Suburban,Bachelor,1671170400
23,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c9d1ab06-5115-45a0-bc89-abc9e620aa8d,no_churn,0.0176426789999999,0,no_churn,-0.0641593938792721,-0.0061813829436323,-0.0413585867037545,-0.0177654047530813,0.0028486085566783,-0.0737580370159321,-0.0329632356977072,-0.0356887217812527,Female,50,No,Yes,Unemployed,Suburban,College,1671170400
72,Yes,No,Medium Speed,Expired,Two year,0hrs,Disabled,ab59e396-cbcd-4906-bd87-e43b79133871,no_churn,0.0023266089,0,no_churn,-0.0732049899929734,-0.0044740941909731,-0.0094125813497385,-0.0341989947189267,-0.0067015942454372,-0.116141655260262,-0.0107119226127497,-0.014180318521785,Male,60,Yes,Yes,Employed,Suburban,College,1671170400
26,Yes,No,Low Speed,Web_Chat_Support,One year,100hrs+,Disabled,bbf25186-2832-45bf-a995-7fb93076ca83,churn,0.02068546,0,no_churn,-0.0416349718416495,-0.0048910032609273,-0.0256460074502319,-0.0083701525381002,0.032950303882626,-0.0969576475064604,0.0679250090478308,-0.0424016820061478,Female,79,No,No,Unemployed,Suburban,Master,1671170400
34,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,524bd995-b62e-4d1a-a81b-7b8290b6c228,no_churn,0.3253716,0,no_churn,-0.115978510388231,-0.005158052021361,-0.0176155090260908,0.102186814644974,-0.0416763674895446,0.0416694768857632,-0.0322335775494866,-0.0002204263159183,Female,25,No,No,Employed,Rural,Master,1671170400
17,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,73d4b9d2-a28c-4a87-8502-3757d94840bb,no_churn,0.044829667,0,no_churn,0.0272269633401901,-0.004202124871881,-0.0313858283029549,-0.0416513537070932,-0.0188837458224406,-0.145902283893356,0.0202504855234383,-0.0194782637463958,Male,70,No,No,Unemployed,Suburban,High School or Below,1671170400
6,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,3bdefc29-59f4-41c0-abe0-46c7570d9c55,no_churn,0.06488281,0,no_churn,0.0689624982511668,-0.0055694289819803,0.0068249505496351,-0.130199827967663,0.0420571388711687,0.0744247426323818,-0.0386060390074635,-0.03121383246822,Male,60,Yes,No,Employed,Urban,High School or Below,1671170400
26,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,c2d33c0a-eff4-4f0c-bc02-d4db67174a7e,no_churn,0.1204875,0,no_churn,-0.121230421199339,0.0222883779280846,0.0271247446921825,-0.0309704834830836,0.0233580640326545,0.07590205529792,0.0750894718318159,-0.0405879591448319,Female,38,Yes,Yes,Employed,Rural,Bachelor,1671170400
4,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6059a0bb-f191-403a-ba0e-b8d9bfc29a34,no_churn,0.78529614,1,churn,0.150383972484669,0.0009931229844733,0.0586796452457474,0.0909683804461292,-0.00858508156492,0.102693590740637,-0.039527046266794,0.0290339349040277,Male,79,No,No,Employed,Suburban,College,1671170400
7,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,4ba777f7-5f2e-4fcd-93f0-2f96de1dae00,no_churn,0.77429426,1,churn,-0.0101854973822264,-0.0040012243374712,0.0325256074458593,-0.0114352061252247,-0.114689336594665,0.0317113000193421,-0.0364050824198056,-0.0665467146410083,Male,39,No,No,Disabled,Urban,College,1671170400
35,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,9a678e15-1331-420e-b210-38cd9dba8a11,churn,0.17825428,0,no_churn,-0.100635058331609,-0.0025506165807928,0.0180762476579639,-0.0520979377419371,-0.0238678773602714,-0.0680010524608223,-0.0334253618215279,0.0034755037422019,Female,78,No,No,Unemployed,Suburban,Bachelor,1671170400
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,02e34d61-031f-4e2a-8567-db37688b6b0d,churn,0.648372,1,churn,0.0230061888850559,-0.0034439145991382,0.0884722023600897,0.0298898487751102,0.0576753890389864,0.119959940065874,0.0934134687571349,0.0844967627018013,Male,40,No,No,Retired,Suburban,High School or Below,1671170400
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,6c856a3e-9bbe-4d5e-8c39-783f74e6d3d4,no_churn,0.7162633,1,churn,0.112101192737391,-0.0065688486118233,-0.0711705086200709,-0.0409717566668223,-0.0108121412676337,0.0565560492384975,0.0241405382370066,0.0343659937512347,Female,34,No,Yes,Employed,Rural,Bachelor,1671170400
25,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,5964faf0-f52f-459e-857d-3531e728979b,no_churn,0.24090393,1,churn,-0.048758631654955,-0.0023920885839925,0.0322279819965297,0.0978833459063116,0.0173305230667665,-0.140091297446734,-0.0517486231695511,0.044022637465805,Male,23,No,Yes,Disabled,Suburban,High School or Below,1671170400
11,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,7b354c77-25e3-4bc2-aed4-cd2a993a52b7,churn,0.51759464,0,no_churn,0.0005683758579016,-0.0173034741117226,-0.0671726621975449,-0.0956079826600398,-0.060782029853508,0.0473619482995673,-0.0262669348912641,0.0301766081252935,Male,52,No,No,Employed,Suburban,High School or Below,1671170400
71,No,No phone service,Low Speed,Expired,Two year,<80hrs,Active,7cc7de00-b6e5-48a1-a84b-d458bb78b82e,churn,0.011434487,0,no_churn,-0.0207920156369345,0.0760754189051203,0.0252165983869599,-0.0688546729842391,0.038909111114458,-0.107184661911051,0.0826240256929122,0.0449800491733003,Male,39,No,No,Unemployed,Suburban,College,1671170400
72,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Disabled,878e4e7a-8d2a-4e01-b49b-6501aa866a8f,no_churn,0.0344945,0,no_churn,-0.169718576113786,-0.0045704543844874,-0.0018024488267872,0.04837702997831,-0.0020693908107978,-0.133338007168031,0.0092565837481004,-0.0151608898915446,Female,42,No,No,Unemployed,Suburban,Bachelor,1671170400
66,No,No phone service,Medium Speed,Expired,Two year,100hrs+,Active,04b0d2b9-4a69-4f69-bb55-722e9b170094,churn,0.028313406,0,no_churn,-0.0314821963971508,0.009180630274368,-0.0069006225603516,-0.0101841945471915,-0.0122565845445478,-0.165121976619776,0.0079657471209066,0.0297730464011874,Female,42,No,No,Medical Leave,Suburban,Bachelor,1671170400
27,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,55699b50-7ec9-4f05-9f96-6813058a74ab,no_churn,0.38165006,1,churn,-0.107286300061473,0.0825757940633229,0.0451370127893915,-0.0343235443098501,-0.030318426570011,0.10090900395423,-0.009147688271405,0.043427999875239,Female,25,Yes,No,Employed,Suburban,College,1671170400
58,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,11007e5b-f1fb-410c-b4b6-8973675ca0af,churn,0.17818372,0,no_churn,-0.0890702834987314,-0.0016982923894101,-0.0183314508130388,0.135073082067047,0.0923452651016305,0.0038759463983114,0.127975507185583,0.0808040866533519,Male,69,No,Yes,Employed,Suburban,Master,1671170400
17,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,b5f1ba81-3565-47b9-aeba-7c5b4c547bd3,no_churn,0.618154,1,churn,0.121484800591352,-0.0007794016941988,0.0513579420604764,0.168044643644043,0.0497564098441853,0.0809643679514101,0.0608127452318876,0.0026656764716972,Female,67,Yes,Yes,Employed,Urban,Bachelor,1671170400
40,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,498b695f-026d-45de-85d0-d580473228a4,churn,0.46939832,0,no_churn,-0.0231962209941411,-0.0103321174130178,0.101480459588784,0.163831633110749,0.124845593988657,0.0961207683490101,0.0015096181345325,-0.0032858840464541,Male,74,Yes,Yes,Unemployed,Suburban,College,1671170400
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f21e312a-21c4-42d3-8cad-83d94531c670,churn,0.648372,1,churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Male,47,No,No,Employed,Suburban,Master,1671170400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5860e95d-ab98-4f18-be27-bab291516800,no_churn,0.6336708,0,no_churn,0.31244110251776,-0.0049275479321295,-0.0302073042571373,0.0364578738146519,0.083415343300312,0.145939354774191,0.100078982095729,0.0867760483141683,Male,77,Yes,Yes,Employed,Rural,High School or Below,1671170400
4,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4025ee2f-dcaa-428c-a48c-334bd3dee778,no_churn,0.78529614,1,churn,0.150383972484669,0.0009931229844733,0.0586796452457474,0.0909683804461292,-0.00858508156492,0.102693590740637,-0.039527046266794,0.0290339349040277,Female,67,No,No,Employed,Suburban,Bachelor,1671170400
49,Yes,Yes,Medium Speed,Expired,Month-to-month,0hrs,Disabled,20382baf-47e3-4a57-9e8d-1ed9c8f85ff3,no_churn,0.17462327,0,no_churn,-0.0417709427305453,-0.0083958008910121,0.0593000937134093,-0.181222283622101,0.0410301971330409,0.062209173779338,-0.0143407380313328,-0.0133358485947246,Male,43,No,Yes,Unemployed,Suburban,Bachelor,1671170400
38,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Disabled,a16e66bd-2216-42e3-b9b8-09eeb0c9e1f0,churn,0.2197988,1,churn,-0.0165194997715661,-0.0078891296033179,-0.0114716966438027,0.107734528848978,-0.0015383793978435,0.0529648043679299,-0.0369270740451247,0.0290578937093778,Female,40,No,Yes,Employed,Suburban,Bachelor,1671170400
27,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Disabled,30ef60d2-fa8f-42cf-bb28-89314a56092f,no_churn,0.010747399,0,no_churn,-0.0389986646466513,-0.0050848266725188,0.0121024057824797,-0.0593931767089998,-0.0355095630147207,-0.125379413484134,0.0200806985488088,-0.0168436118422323,Male,53,No,No,Unemployed,Urban,Bachelor,1671170400
68,No,No phone service,Low Speed,Expired,Month-to-month,<50hrs,Active,209f0628-3973-45f8-9987-5501c1e9710d,churn,0.12360225,0,no_churn,-0.199241295636393,-0.0101181393648766,-0.0155814682435811,-0.0336884725679465,-0.0531401255860964,0.0506878549634893,-0.0213433816996166,0.0233988754831352,Male,63,No,Yes,Employed,Suburban,College,1671170400
2,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,176fbb27-9e2b-4f0c-86de-a591b52ebf29,churn,0.3274208,1,churn,0.325173029884218,-0.0054624169710223,0.0988577581216486,-0.002922583433783,0.0715691108023384,0.155575425330335,0.0463659212807215,-0.0220157284717606,Female,33,No,Yes,Employed,Suburban,College,1671170400
41,Yes,No,High Speed,Expired,One year,<80hrs,Active,57cf18fb-3694-4c9a-9a5a-36d7839e9a5d,churn,0.21918789,0,no_churn,-0.076357951373634,-0.0015666038419658,-0.0055674133323918,-0.0937549983326152,0.0003267525209685,-0.0685766783178496,-0.0285052704217196,0.0449760098662773,Male,51,No,Yes,Employed,Suburban,High School or Below,1671170400
65,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Disabled,dd079d7a-f3ee-40a4-845e-519b8cbf6a36,no_churn,0.0221407489999999,0,no_churn,-0.0666455744277482,-0.0015833332680631,-0.0036370983096003,0.0055530365340018,-0.002455816020265,-0.135472663659675,0.0586523785081044,-0.0334370815854345,Male,32,No,No,Retired,Suburban,Bachelor,1671170400
27,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Disabled,0f0f67dd-5cc2-489c-ad0f-771311f4fa54,no_churn,0.010747399,0,no_churn,-0.0389986646466513,-0.0050848266725188,0.0121024057824797,-0.0593931767089998,-0.0355095630147207,-0.125379413484134,0.0200806985488088,-0.0168436118422323,Male,73,No,No,Employed,Suburban,Bachelor,1671170400
47,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,7bce8ad7-b8ca-4496-801f-ab702e8a870b,no_churn,0.22625498,0,no_churn,-0.109265254862748,-0.0056541451865268,-0.0860122022726682,0.0919757895828479,-0.0453173566566874,0.0139946127477924,-0.0028853778810662,-0.0125288823752998,Male,80,No,No,Employed,Suburban,High School or Below,1671170400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ebe7902-e270-4880-951c-351aebe03ecd,churn,0.68300545,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,43,No,No,Employed,Suburban,High School or Below,1671170400
47,Yes,No,High Speed,Expired,Two year,0hrs,Disabled,edcbef1d-e3e8-4786-a830-06086bc7cd4f,no_churn,0.0083356719999999,0,no_churn,-0.0380431982570462,-0.0034378114782521,-0.011322616706484,-0.0954853793486472,-0.0052043133808001,-0.0925640024436143,-0.0099171717624722,-0.013051657906235,Female,40,Yes,Yes,Employed,Suburban,High School or Below,1671170400
17,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,cc5a16d9-c2c9-411d-88fa-09b629ad6c24,churn,0.400344,1,churn,0.0363318058860386,-0.0063355823290476,-0.0168906224357579,-0.182930238422487,-0.0566721076454268,0.0550067237027906,-0.0220516807038802,-0.0254844496729674,Male,57,No,No,Employed,Urban,Bachelor,1671170400
14,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,cd951cdb-14f6-454f-920d-179211fb901c,no_churn,0.12446755,0,no_churn,-0.0432740440324141,-0.0208062436176169,-0.0814551822373141,-0.119036061366114,0.0084912683033689,0.0435412764427201,-0.0217212523283251,-0.0347659125693735,Male,55,No,Yes,Employed,Urban,Bachelor,1671170400
56,Yes,No,High Speed,Expired,Two year,100hrs+,Active,afa6827c-4eac-4733-aca3-dd6f85b5ad0d,churn,0.062275097,0,no_churn,-0.0379229310814844,-0.0046737132053749,-0.0130398346442234,-0.0290413253715632,-0.100346717094635,-0.102247437188817,0.0180052485004671,0.0302405579868172,Male,57,No,No,Unemployed,Suburban,Bachelor,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,6e688882-acd1-4c8d-9262-8de9f7b3868b,churn,0.6336708,0,no_churn,0.12500853572099,-0.0112982330403792,-0.0164987786532765,0.134791186968287,-0.0766268879631206,0.0609480391310535,0.0226840461467145,-0.00803405875522,Male,22,Yes,Yes,Employed,Suburban,High School or Below,1671170400
71,No,No phone service,Low Speed,Expired,Two year,<80hrs,Active,6d09c1a9-d4f1-47e9-9908-6defc20ce6af,churn,0.011434487,0,no_churn,-0.0207920156369345,0.0760754189051203,0.0252165983869599,-0.0688546729842391,0.038909111114458,-0.107184661911051,0.0826240256929122,0.0449800491733003,Female,37,Yes,No,Medical Leave,Suburban,Bachelor,1671170400
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b354a926-141d-4ad2-904d-cbe1eb0974ed,no_churn,0.2264526,0,no_churn,-0.179540063654049,-0.0046661271273433,0.0402537047222676,-0.0088303499668882,0.0426915245654072,0.0659681680098719,0.0485659256879807,0.0496620213019377,Male,60,No,No,Unemployed,Suburban,Bachelor,1671170400
1,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,da4bf5a0-735c-460f-b7f6-be04bdc21127,churn,0.56915253,1,churn,0.274998778829822,0.0767436171694407,0.041028993098962,-0.0059732049854937,-0.0211010010724658,0.173376759530975,0.0718074577452989,-0.0301056121650981,Female,59,Yes,No,Employed,Suburban,High School or Below,1671170400
16,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,4c3dbb25-30aa-43c0-b3e8-21010e761802,no_churn,0.58138645,1,churn,0.0225734869338066,-0.0064895255118608,0.0020125556626589,0.0993558904560632,-0.0208585637239048,0.0617688809090032,-0.0090596812479361,-0.0083291923197248,Male,20,No,No,Employed,Suburban,Doctor,1671170400
2,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,b60c2c40-00cb-451b-866a-9663e53e9608,no_churn,0.13260646,0,no_churn,0.0949218211617699,-0.0121538772566418,-0.0759116448910572,-0.177737722592829,-0.0243253262425969,0.0158092727970324,-0.0228087190846417,-0.0202894034477867,Male,43,No,Yes,Employed,Suburban,Doctor,1671170400
12,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,a5048e9e-2d83-4cc2-a937-d1a5f223aa4c,no_churn,0.39086708,0,no_churn,0.0756313097647125,0.0960983899620168,0.0315628613113949,-0.037674413849636,0.1228326889458,0.137983042448677,0.022548366932433,-0.0231472766298793,Female,42,No,Yes,Medical Leave,Suburban,Bachelor,1671170400
21,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,efa1db55-64a8-4e43-bea9-ec0d24f788d4,no_churn,0.128823,0,no_churn,-0.0647234026849764,-0.0065165693279595,-0.041910295563257,-0.0590994965427216,-0.094095107368812,0.0132064766345592,0.0165280145734413,-0.0224157719242703,Male,42,No,Yes,Unemployed,Suburban,High School or Below,1671170400
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,bda1c44a-8057-44fe-9480-8462afeaaf95,no_churn,0.006440348,0,no_churn,-0.0968882910998377,-0.0048580846769914,0.004772961832707,-0.0278378495446691,-0.0147155458998486,-0.13436271924581,0.0216301733642603,-0.0167667976579878,Female,59,No,No,Unemployed,Suburban,High School or Below,1671170400
38,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,57fef28d-433e-40e9-b1e9-677383e86b29,churn,0.08629413,0,no_churn,-0.100073792339663,-0.007007772494162,0.0203746711417898,-0.0775982735505567,0.0264484368544526,0.0658660337318815,-0.0165368303963623,0.025501376001157,Male,30,Yes,Yes,Employed,Urban,Master,1671170400
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,9d551c1c-0c75-44ac-9309-df66d833e509,no_churn,0.46939832,0,no_churn,-0.151917900311005,-0.0092038820748712,0.033502168520672,0.0336564898934011,-0.0020830377424408,0.0776194750070908,0.0659038590660929,-0.0547255400119047,Female,69,Yes,No,Employed,Rural,College,1671170400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,78206686-1997-437e-a847-57437a4fd0d5,no_churn,0.40305385,0,no_churn,-0.127036989444973,-0.0059644628173327,-0.0788198764790195,-0.0116659974302911,0.0171939725147467,0.0618587939396638,0.0526783191590811,-0.0406032431081757,Female,25,No,No,Employed,Rural,Bachelor,1671170400
31,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,c90f9ef6-5db5-4d64-abc0-af315b96e5fd,churn,0.107414685,0,no_churn,0.104184204195508,-0.0054165881566223,0.0285437207011636,0.0289128175378755,0.0849154775648457,0.109030305444003,-0.0578562660413263,0.0186601807084298,Female,55,Yes,Yes,Employed,Suburban,Master,1671170400
24,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,772a0162-51aa-4244-9091-3db7cb92c064,no_churn,0.14256221,0,no_churn,-0.0104304841550219,-0.0064245190148722,-0.023754547350345,0.0471157801731169,0.0253971707077835,0.0662746891880124,0.0088752568074414,-0.0019128252201699,Male,33,Yes,No,Disabled,Rural,College,1671170400
11,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,720d513f-0c81-4e56-8099-2a8393ddeb7c,churn,0.37003243,0,no_churn,0.110305855031311,0.154594176818091,0.0672216806467804,-0.0063499027142734,0.121712611540324,0.133994709653398,0.0317914478625516,-0.0264633894405596,Female,53,Yes,No,Employed,Suburban,Bachelor,1671170400
11,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,342b4694-52fe-48a1-9b5c-b81ed44e2343,churn,0.51759464,0,no_churn,-0.0177525868776138,-0.0164179144400623,-0.102417315834409,-0.0433649042655451,-0.0946144668875604,0.0334426800593064,0.0146720082961292,0.037426349501402,Male,58,No,Yes,Employed,Suburban,High School or Below,1671170400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,da5f2e33-e1b4-4735-af53-36b50fd13496,no_churn,0.4775804,0,no_churn,0.236828058960073,-0.0066962266764676,-0.0365875964271344,0.0800460194198785,0.0255461856949659,0.136174306926287,0.0826665832134131,-0.0406434693588653,Female,59,No,No,Employed,Suburban,Bachelor,1671170400
25,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,b913698e-55b4-4625-824b-b07760ec1304,churn,0.20122643,0,no_churn,-0.0900188929789055,-0.0131001063302392,-0.137919038928849,0.0565153408504011,-0.0290836900403701,0.0174513008611029,-0.016364612965699,-0.0198397861005105,Female,37,No,Yes,Unemployed,Suburban,Master,1671170400
72,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Active,335b12d5-2dc2-488b-aa86-7cdec7201eb1,churn,0.007962492,0,no_churn,-0.104024582147113,-0.004738203342672,0.0010354240293872,-0.0349604795285176,-0.0273190360815806,-0.13029976374964,0.0069497263521088,0.0243307611147747,Male,32,No,Yes,Disabled,Urban,Master,1671170400
29,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1692baf7-5918-41a4-8085-835cbe96f61e,no_churn,0.20857978,0,no_churn,-0.156033411486851,-0.0168040062362433,0.0026555396674848,-0.0801643879707353,0.0324662803529827,0.0463721611489018,-0.0298619591029091,-0.0576563671630538,Female,61,No,No,Employed,Urban,Bachelor,1671170400
49,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,42a68489-7f3a-4df4-84be-0eefea18ccb6,churn,0.36006138,0,no_churn,-0.042601286884801,-0.0009735509172242,0.11663563610633,0.0917480953849462,0.0723875492566639,0.0916255886381986,-0.0488361503192754,0.0186070177356305,Male,56,No,No,Employed,Suburban,College,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b2c74c9e-aa18-4308-9fdc-3e1fa0ac68b6,churn,0.38075754,0,no_churn,0.134301574470137,-0.0002300462528364,-0.0462388014538191,0.0795194534229813,-0.0411552546093207,0.0731617438941975,-0.0038759735358326,0.0028789512456751,Male,66,Yes,Yes,Employed,Suburban,College,1671170400
6,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,687e2158-c0a0-4ad1-ad0b-afe6bff863e9,churn,0.06488281,0,no_churn,0.0830083423669202,-0.0054971558747638,0.0023920334201466,-0.102737115870787,-0.0140953784020894,0.0766055567008879,0.0137772761170708,-0.03121383246822,Male,41,Yes,Yes,Unemployed,Urban,Bachelor,1671170400
71,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,70a6afb4-2d3f-433d-a731-afd6393af634,no_churn,0.0035632318,0,no_churn,-0.0868230857470007,-0.0054326680709345,-0.021258109928176,-0.0262861720056844,-0.0193090950501755,-0.111640627707011,0.0165359973909562,-0.0148123911803759,Male,40,No,Yes,Unemployed,Suburban,High School or Below,1671170400
40,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Disabled,c0ded899-14db-48ba-9a2c-fdf043afccd4,churn,0.0103937919999999,0,no_churn,-0.0534954856565673,-0.005344462459634,-0.0192212825820479,-0.0321116961044799,-0.0314608509256368,-0.137165117612524,0.0243644104646546,-0.0145916674857335,Female,56,No,Yes,Employed,Suburban,Bachelor,1671170400
11,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,6e929567-2926-455c-801a-cf7fb5a9eca6,no_churn,0.24937014,0,no_churn,0.0409611513602158,-0.0112133815295055,-0.0368197340261122,-0.0756493289688478,-0.0773666585944556,0.0400740496652269,0.0079735512424849,-0.0079728100557258,Female,52,No,No,Employed,Suburban,High School or Below,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1a92245a-3d69-4d6b-aa20-86e7f2129d50,churn,0.69022715,1,churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Female,79,No,No,Unemployed,Suburban,Bachelor,1671170400
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,65ff0b62-cc0b-47a1-a55d-0885b09b8e92,no_churn,0.22285685,0,no_churn,-0.0146273657361325,-0.0039097988256071,-0.105238295880376,-0.0082148526836226,0.0347784761201728,0.0713020192139447,0.0226925505712097,-0.0280819687250004,Male,64,No,Yes,Employed,Rural,High School or Below,1671170400
70,Yes,Yes,High Speed,Expired,One year,<80hrs,Disabled,83b9535d-cb5c-42b7-862a-d1946be7a874,no_churn,0.026888357,0,no_churn,-0.0910427699321417,-0.0057494766736908,0.0037742506810718,-0.050785779885532,-0.0113110059920109,-0.0765650599986293,0.0212108881802669,-0.0285571995217469,Male,60,No,No,Employed,Suburban,High School or Below,1671170400
58,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Disabled,f1fd1cce-bfa9-4094-b65f-1dd6878a2953,no_churn,0.07376275,0,no_churn,-0.165827487564075,-0.0034635315524974,0.0112748280036066,0.0425335346756764,0.0129847499103016,-0.126239236467527,0.020264417987164,-0.0305534269474628,Female,60,Yes,Yes,Employed,Suburban,College,1671170400
58,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Disabled,4d430e62-df00-4870-9e73-4ac0b9887116,no_churn,0.07376275,0,no_churn,-0.138842843938769,-0.0043236103838717,0.0178548782707821,0.0116063167625816,0.0027234066960909,-0.163295589504082,0.0463744629320353,-0.0311231729189148,Male,69,Yes,No,Disabled,Suburban,College,1671170400
35,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,d57bf55c-433a-4993-b2e6-5841cb60f433,no_churn,0.17825428,0,no_churn,-0.0298301375257324,0.0008488046861202,0.0902785347831559,0.0564306532589034,0.122242608749912,0.0794720516671805,0.149422035233474,0.102109305416361,Female,58,Yes,Yes,Unemployed,Suburban,High School or Below,1671170400
38,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,c374e2ca-7ff5-41a7-a66a-3517041b469b,churn,0.08629413,0,no_churn,-0.100073792339663,-0.007007772494162,0.0203746711417898,-0.0775982735505567,0.0264484368544526,0.0658660337318815,-0.0165368303963623,0.025501376001157,Female,80,No,No,Employed,Suburban,High School or Below,1671170400
1,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,a4e6e530-f042-4761-807a-407fde2d3cfd,churn,0.56915253,1,churn,0.19693904956227,0.0829109134371447,0.023202949698807,-0.0103156785162173,-0.0604815982047057,0.147907489837544,-0.0204207870284244,-0.0069572197996694,Female,65,No,No,Employed,Urban,College,1671170400
41,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,b1acd691-3eaa-4eb5-b637-d1f8dc4a15ea,no_churn,0.21918789,0,no_churn,-0.0606244212306546,-0.0020759804687622,-0.0151495295115955,-0.048259096926431,-0.0074667682784047,-0.105740690981629,-0.0467534467853874,0.0470437822859617,Male,67,Yes,No,Employed,Suburban,High School or Below,1671170400
48,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,d3d36f87-e46b-4044-a64f-9270b960bbd8,churn,0.20520303,0,no_churn,-0.168985022577035,-0.0030220866716263,-0.028878182201588,0.0891477350006971,0.0351749336691682,-0.120395865653991,0.0038400958435522,0.0340922428105113,Male,55,Yes,Yes,Employed,Suburban,High School or Below,1671170400
2,Yes,No,High Speed,Expired,Month-to-month,<50hrs,Active,c3c8b6e3-f80f-424b-84f6-20f2af547b2b,no_churn,0.693589,1,churn,0.292353942689661,-0.009821985943272,-0.0231500078425415,0.0561504162069286,0.0464313524254612,0.136991298265575,0.143436390927236,0.0760824480323753,Male,68,No,No,Employed,Suburban,High School or Below,1671170400
62,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,16314488-b6d1-4549-bff3-8e8903ec48cc,no_churn,0.23107362,1,churn,-0.0293695600742648,0.0002763205792507,0.0787875989726308,0.153577774581336,0.130866669120369,0.0532536750517647,0.124332088349429,0.0792492935572227,Female,68,No,Yes,Medical Leave,Suburban,College,1671170400
21,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f1788d57-8750-432a-aff1-9ed0046e5cb4,churn,0.45248535,1,churn,-0.0655028988247431,-0.0039189993118816,-0.092883139896403,0.098580295364336,-0.0073606026451489,0.0457786991605826,0.039227403245004,-0.0315421435340795,Female,26,No,No,Unemployed,Urban,College,1671170400
15,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Disabled,dffe0d02-38c1-4f59-a3ad-150cc7dfcdad,no_churn,0.009697723,0,no_churn,0.0246971114725056,-0.0041362528021272,0.0106297251533396,-0.0480602515112423,-0.01351757079472,-0.217429894805955,0.0336389578284161,-0.0248479767745266,Male,45,No,No,Employed,Suburban,Bachelor,1671170400
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,af01e005-ded9-4bad-a885-0fdcd3a4e3b8,no_churn,0.19479,0,no_churn,-0.06117206675759,-0.0159723138960225,0.0138927237167945,-0.0629521390822083,0.0430846019560613,0.0338542389169197,0.0717689423776892,0.068469860416335,Male,70,No,Yes,Employed,Suburban,High School or Below,1671170400
38,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Disabled,71e20976-011e-4d89-974d-9e2cad4488b9,churn,0.2197988,1,churn,-0.0165194997715661,-0.0078891296033179,-0.0114716966438027,0.107734528848978,-0.0015383793978435,0.0529648043679299,-0.0369270740451247,0.0290578937093778,Male,51,Yes,No,Disabled,Suburban,College,1671170400
11,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,bce1be3a-0a59-43c6-a7d1-65a925689df8,churn,0.51759464,0,no_churn,-0.0177525868776138,-0.0164179144400623,-0.102417315834409,-0.0433649042655451,-0.0946144668875604,0.0334426800593064,0.0146720082961292,0.037426349501402,Male,25,No,No,Unemployed,Suburban,Bachelor,1671170400
45,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,bf195dc4-3d8e-4cd2-83a3-bd5f94baf67a,no_churn,0.042415455,0,no_churn,-0.0895721051672853,-0.0029771032114877,0.006496012018797,-0.0404034365383813,-0.0436869272724652,-0.13980209082134,0.0261406602432634,0.024778838860243,Female,48,No,No,Employed,Suburban,Bachelor,1671170400
21,No,No phone service,High Speed,Expired,Two year,0hrs,Disabled,dc4d11e8-a4ac-4c49-af15-6cb3d1aceec2,no_churn,0.01616268,0,no_churn,-0.0491527041601739,0.000989687420797,-0.0215076198126803,-0.0404192737990706,-0.0076061977966037,-0.11974937456233,-0.0164788170146312,-0.0151018523460788,Female,62,Yes,No,Disabled,Suburban,College,1671170400
21,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,62807e40-843c-4267-8d8a-fc6a4a79e411,no_churn,0.15844508,0,no_churn,-0.058536786772338,-0.0053885930786964,-0.0186938588558859,-0.0613051777694181,-0.0473255809368038,0.0473433416239731,-0.0505139986814629,-0.0546054972642923,Male,59,No,No,Disabled,Suburban,Bachelor,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ff4c182a-94fa-4dcf-929e-d822564806bb,no_churn,0.4775804,0,no_churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Male,29,No,No,Employed,Urban,Bachelor,1671170400
13,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,79c050de-a398-48b7-8052-eb8d2696be08,no_churn,0.05094279,0,no_churn,0.0042391789559997,-0.0052540841807785,-0.0200343370963037,-0.0794099121178987,0.0152405641299083,-0.058514676516188,0.0346850022017952,-0.0299778852891449,Female,49,No,Yes,Employed,Suburban,High School or Below,1671170400
62,Yes,Yes,Fiber optic,Expired,One year,<50hrs,Active,f1c68fdb-5245-4386-a6a8-77fdcc4b7a06,no_churn,0.23107362,1,churn,-0.1357954463441,-0.0001361108535274,0.056686941005646,0.112901925440392,0.089502051292311,0.0395005303755897,0.095226754867017,0.0667776886234241,Male,29,No,No,Medical Leave,Rural,Doctor,1671170400
17,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,00d9e035-ff7e-4f02-a61f-4ba35b785f70,churn,0.400344,1,churn,0.0478820724086426,-0.010443249548698,-0.0213948204786947,-0.152167194503404,-0.0164123334131727,0.0724404163697454,0.0375162055702912,-0.0351972459501848,Female,59,No,Yes,Employed,Suburban,College,1671170400
26,Yes,No,Low Speed,Expired,One year,<80hrs,Disabled,24788560-eeb8-4a4f-b6ac-a8027c3454cd,no_churn,0.02068546,0,no_churn,-0.0815213963735641,-0.004866412096635,-0.0203684199313829,-0.0381440623063736,-0.0226468222334733,-0.0787291124344392,0.0091810618137424,-0.0219309875092585,Female,78,No,No,Disabled,Suburban,Bachelor,1671170400
15,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,b9694470-df54-4e92-9def-5e3975f6879b,no_churn,0.49866182,1,churn,0.0908452077471429,-0.0055728231602915,0.0083753457833336,-0.0476781915463288,-0.0133124309336017,0.0997518849253174,0.084830853227977,-0.049412819466288,Female,66,No,No,Unemployed,Urban,High School or Below,1671170400
11,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,b9975f9b-1aba-4b1a-8bad-9e6b7ad8244e,no_churn,0.24937014,0,no_churn,0.0409611513602158,-0.0112133815295055,-0.0368197340261122,-0.0756493289688478,-0.0773666585944556,0.0400740496652269,0.0079735512424849,-0.0079728100557258,Female,36,No,No,Employed,Urban,College,1671170400
69,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,7992cc94-0b05-4152-8b6e-2eed74b09318,churn,0.14357826,0,no_churn,-0.147915312757104,-0.0005330903591311,0.0314820392057663,0.0131535943167727,0.0294944998480605,-0.112752072169442,0.0062017654841838,0.0618424273874188,Female,79,Yes,Yes,Employed,Suburban,Master,1671170400
56,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Disabled,58dca783-27f9-4c52-acd4-fb151c341a22,no_churn,0.12242227,0,no_churn,-0.0985737635046507,-0.0035887623090638,-0.0033793236028077,-0.0450446689340788,0.0180132236073723,-0.110946888850231,0.016598030478417,-0.0221039991891302,Female,63,No,Yes,Retired,Suburban,College,1671170400
6,Yes,No,Medium Speed,Phone_Support,Two year,100hrs+,Active,db63b611-0bc1-44ae-abd6-48d6a7d004fc,no_churn,0.015745163,0,no_churn,0.0137315245578247,-0.0025235340394647,0.0185420185598741,0.0016979420935786,0.0938947774103326,-0.211487817848301,0.0798027762024503,0.0873161608987902,Female,60,No,Yes,Unemployed,Suburban,High School or Below,1671170400
9,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,78ffa2dc-ac7e-4a37-becf-13b49fbc0aad,churn,0.5790994,1,churn,0.13405790575689,-0.0020021040350184,0.0047040238547197,0.239982415725244,0.153498330081402,0.134644307132103,0.0070469440545457,0.0166682923426105,Male,71,No,Yes,Employed,Suburban,Bachelor,1671170400
12,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,b5401b98-27d7-4108-9e3b-89ba33ae5028,no_churn,0.28334567,0,no_churn,0.05347275932917,-0.0146802590000152,-0.0268935597065592,-0.0944805855305821,0.0260977089523294,0.0623626091248934,-0.0135974969358903,-0.0130797182743845,Female,51,No,No,Employed,Suburban,College,1671170400
38,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Disabled,d652214e-c438-4b31-b2e5-018748a860c9,churn,0.2197988,1,churn,-0.0165194997715661,-0.0078891296033179,-0.0114716966438027,0.107734528848978,-0.0015383793978435,0.0529648043679299,-0.0369270740451247,0.0290578937093778,Male,72,Yes,Yes,Employed,Suburban,High School or Below,1671170400
23,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,2cddc702-cd11-4064-90c4-27b435605ea9,churn,0.052971974,0,no_churn,-0.0863065984907461,-0.0046531205133942,-0.0522597590926761,-0.0422798182042606,0.000340265146151,-0.044045429019934,0.0038171950728337,-0.0136388867862388,Male,36,No,No,Employed,Urban,College,1671170400
54,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,5df16a14-25e2-4ae4-8d45-7f66acf61252,no_churn,0.1056187,0,no_churn,-0.128472143905037,-0.0144437337843919,-0.003075034150097,-0.0273477865493623,-0.114891505483392,0.0306792674872303,0.0256235031473897,0.041461886250463,Male,58,No,Yes,Employed,Suburban,Bachelor,1671170400
21,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,db634291-1166-4783-8e82-981be6f655a7,no_churn,0.56577575,1,churn,-0.0821568039049725,0.047737112823961,-0.0048859630813967,-0.0175282250573764,-0.0982800135705292,0.0567738919527346,0.0239858839748012,-0.0346720332206678,Male,42,No,No,Medical Leave,Urban,College,1671170400
35,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,2d2e9dff-598c-48be-b50a-e0ebdf8afb4e,no_churn,0.008731295,0,no_churn,-0.0819542837887638,-0.0036142166369245,0.0092992840913939,-0.0434306620860843,-0.0237579020184239,-0.1274510861421,0.0153861206125839,-0.0135034071323389,Female,42,No,No,Retired,Suburban,Bachelor,1671170400
64,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,f06a83e0-dcaa-4fdc-b4df-07adb09dca29,no_churn,0.104011714,0,no_churn,-0.201426069930139,-0.002250631148363,0.0303259427983721,-0.0944256516419955,0.010943491578746,-0.0570074293712332,0.0062516368821343,0.038562556071829,Male,22,No,No,Employed,Urban,High School or Below,1671170400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,f6fa1886-6887-40ae-8fb2-02f574b90b4f,no_churn,0.48992696,0,no_churn,-0.11463834383705,-0.0050202521144819,-0.0355140818006111,0.0187395439538568,0.0256267385139699,0.0797472819798395,0.025108747136378,-0.03468829288292,Male,30,No,Yes,Unemployed,Suburban,High School or Below,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,032dbe6f-dcbe-495a-b42f-2e957da98850,churn,0.69506156,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,61,Yes,Yes,Employed,Urban,Bachelor,1671170400
15,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,b3addc6c-abad-4469-acc5-c2933b5baf27,churn,0.49866182,1,churn,0.021671166184351,-0.0069616372248401,-0.0088109975201678,-0.0641133568248278,-0.0818850148319597,0.0692018009038201,0.0497336985983474,-0.0336118062755304,Male,59,No,No,Unemployed,Suburban,Bachelor,1671170400
66,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,94a0f678-1f3b-4c6e-a275-58d7be7396e9,churn,0.0157754069999999,0,no_churn,-0.0260209091668002,-0.0026893876384565,0.0246573865372101,-0.0208644172331969,-0.0803445387824922,-0.156486970842161,-0.0038301283558485,0.026552812596683,Female,72,Yes,Yes,Unemployed,Suburban,Bachelor,1671170400
27,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,a41839a9-a50a-4803-b925-49d317b669d7,no_churn,0.4766618,0,no_churn,-0.176747511203857,-0.0077208147261444,-0.0781540443745325,0.0714637803456025,-0.0196761239214356,0.0320173234920366,-0.0204997328253375,-0.0179233116633622,Female,71,No,Yes,Employed,Suburban,High School or Below,1671170400
45,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,7cac9832-af79-43b4-823a-550ee2aa964a,churn,0.16838577,0,no_churn,-0.158927455068711,-0.0069360278757812,0.0032996280993029,-0.0838441031490219,-0.0335089048922873,0.0406288290245811,0.0291866809047951,0.0310752010379292,Male,73,No,No,Unemployed,Suburban,College,1671170400
26,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,869be1fe-4248-4471-93c5-52680bbac845,churn,0.02068546,0,no_churn,-0.0739932540554809,-0.0056676484991839,-0.0263178307321868,-0.0497831793975683,-0.0090984138998283,-0.0614025300445518,0.046264865476437,-0.0290281587831077,Male,34,No,No,Employed,Suburban,Bachelor,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,337bf826-0260-4844-ad2a-eee65f640c56,no_churn,0.88895315,1,churn,0.107973698218975,-0.010008808422117,-0.0750105303788223,0.0536292495776069,-0.0838614685444463,0.0763846613809437,-0.0273687247113412,-0.0115706219893399,Male,52,No,Yes,Employed,Urban,High School or Below,1671170400
13,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,a4f6134a-1b7f-426d-9d69-918efa3cf54c,no_churn,0.75637364,1,churn,-0.0065382357443604,-0.0107254818751243,-0.0449798699627535,0.0167026357989925,0.0169413262816397,0.0355177106366409,-0.0685937110954546,-0.0473505259517332,Male,41,No,No,Employed,Suburban,College,1671170400
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,52b6298c-44a1-4f77-88e8-f4722ee15e51,no_churn,0.1365734,0,no_churn,0.0134472033440033,-0.0175654934302656,-0.0584118975328965,-0.110903907795946,-0.0709079048699641,0.0494596922923483,-0.0072916447444731,-0.0168521977402633,Male,21,No,Yes,Employed,Suburban,College,1671170400
2,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,d888074f-b535-460f-9a9a-f436f578f538,churn,0.8486611,0,no_churn,0.16221499627598,-0.0058999049758131,0.0443840283848749,-0.0085784666206382,-0.0677895861935758,0.0783011729839745,-0.0114626463611421,-0.0368624159881437,Female,66,No,Yes,Unemployed,Suburban,College,1671170400
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,368c5991-ecf4-475d-a226-7212fdf3909a,no_churn,0.33035886,0,no_churn,-0.246153289524941,-0.0043416945618628,0.0156640570529543,-0.0030238154469861,-0.0136986166064161,0.0304506724245629,-0.0060335025948643,-0.0218899609778691,Female,46,No,No,Employed,Urban,College,1671170400
59,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,73d6355f-abbc-478a-b3f6-00c0b06d3494,churn,0.2264526,0,no_churn,-0.179377388450994,-0.0098274181951637,6.71730301473872e-05,0.0073607255859587,-0.0170259720192461,0.0121510657469571,0.0089350947808043,0.0286905676529931,Female,37,No,No,Unemployed,Suburban,College,1671170400
71,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Active,bb6ae16e-aa86-4631-a353-1916ff95a089,churn,0.04752442,0,no_churn,-0.0999508309741213,-0.0030363735203354,0.0223267771273276,-0.0143962806016315,-0.025790181851371,-0.228114099239883,0.0373248704319121,0.0426099665637957,Female,66,Yes,Yes,Employed,Suburban,Master,1671170400
54,Yes,Yes,Medium Speed,Expired,One year,100hrs+,Active,166b2753-6794-4f2e-b2b0-3812e371e415,no_churn,0.16578194,1,churn,-0.059020429616412,-0.0033009629503067,0.0279830786540514,-0.116285537194635,-0.020819854010715,-0.0235508527351157,0.0506150682776569,0.0568533405461494,Female,78,Yes,Yes,Employed,Suburban,High School or Below,1671170400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,9f2af8f5-92d2-40b9-a2f2-e643fd3c0fa7,churn,0.5366373,1,churn,0.0928802146403813,-0.0030288511316712,0.0211347758218016,0.0225038027503433,0.042695858177467,0.107354633228265,-0.0529635856990353,0.0194441093154091,Male,55,No,Yes,Employed,Suburban,High School or Below,1671170400
14,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,c2ffc5c2-71a5-43d2-b4b6-52686b1f2869,no_churn,0.12446755,0,no_churn,0.0043048960506439,-0.0170907806118611,-0.0697895973133199,-0.0956076695180854,-0.0450130706960408,0.0379849856209148,0.0609509977503057,-0.0347659125693735,Female,69,No,No,Unemployed,Suburban,Bachelor,1671170400
38,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,87f41a46-a5c1-4a6d-a21c-3f753bb4e4cc,churn,0.08629413,0,no_churn,-0.100073792339663,-0.007007772494162,0.0203746711417898,-0.0775982735505567,0.0264484368544526,0.0658660337318815,-0.0165368303963623,0.025501376001157,Male,55,No,Yes,Unemployed,Rural,Bachelor,1671170400
46,Yes,No,High Speed,Expired,Two year,0hrs,Disabled,1f3abc9a-5da2-4fd8-aacb-d06de12634eb,churn,0.008475597,0,no_churn,-0.0648145713891153,-0.0032818432179556,-0.0058847111327031,-0.0792905287246685,-0.0117489127577391,-0.0748499220507619,-0.0115949193272263,-0.0125607428704461,Male,57,No,Yes,Unemployed,Suburban,High School or Below,1671170400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,1cfe275a-03b6-48d1-9e90-30f0b39df333,churn,0.84411865,1,churn,0.029638097616762,-0.0014399777608923,0.0887015401951066,0.0260103534243126,0.0183501701389695,0.124442203705271,0.0230959921198655,-0.0187861847681233,Female,23,No,No,Employed,Suburban,High School or Below,1671170400
44,Yes,No,Low Speed,Expired,One year,<80hrs,Active,a4208981-d6fc-4f1b-a2cf-19616741d643,churn,0.11712371,0,no_churn,-0.111797235381455,-0.0067194269565879,-0.0071047017533783,-0.0621056765061166,-0.048938011797918,-0.0488020278800377,0.0053972811068524,0.0410436459222,Male,69,No,No,Unemployed,Suburban,High School or Below,1671170400
45,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,12f9587d-d49a-44d9-8b3c-3e1c3d54adc0,no_churn,0.042415455,0,no_churn,-0.0868039464935736,-0.0036491098524493,0.0059955137899578,-0.0309142309338676,-0.0498663054915232,-0.138007491195822,0.0104096490672236,0.0238097682439001,Male,73,No,Yes,Employed,Suburban,Bachelor,1671170400
6,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Active,1563d1db-fc46-423a-ae78-9ccf57431152,no_churn,0.015745163,0,no_churn,0.0182578359173476,-0.0013117662005606,-0.0242007219567676,-0.0094005523386658,0.0515685121924616,-0.218047655314467,0.041698600990976,0.0724095947075966,Female,28,No,Yes,Employed,Suburban,High School or Below,1671170400
31,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,15637786-ba73-49e4-88af-34eb9f4eb2f9,no_churn,0.107414685,0,no_churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Female,39,No,No,Employed,Suburban,High School or Below,1671170400
5,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,2bb70749-b96a-4852-9ccf-cf46803fa21f,churn,0.14457338,0,no_churn,0.124392449909346,-0.0041795735006962,-0.0342068411274976,-0.0912350174679432,0.0009084871694722,0.0828074537895554,0.0280612594057674,-0.0416315214316819,Male,46,No,Yes,Employed,Rural,High School or Below,1671170400
17,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,bdba724a-6750-4a00-ae6e-1b1282f97f33,churn,0.400344,1,churn,0.0507141305485311,-0.0148756219330607,-0.0764400585257681,-0.151432785320812,-0.0265682568982992,0.0667381607064271,-0.0438950049875165,-0.0535956608746528,Female,29,No,Yes,Employed,Urban,Bachelor,1671170400
69,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,a94ba78a-b5e2-4875-b8da-5f1204ce0b01,no_churn,0.025007384,0,no_churn,-0.0607871984445773,-0.0043257451458703,0.0058947221699963,-0.0299563161929654,-0.0084704389635953,-0.117459402618661,-0.0153124925183692,-0.0386092817768076,Male,65,No,No,Unemployed,Suburban,Bachelor,1671170400
70,No,No phone service,Low Speed,Expired,Two year,<80hrs,Active,450eea73-20d7-4ecc-b607-9b0f414feb6c,churn,0.019216474,0,no_churn,-0.0952871829075229,0.0153352661339158,0.0028728773785405,-0.0309292351369504,-0.0121397131749336,-0.17254657132683,0.0084549866295674,0.025213420302598,Male,41,No,Yes,Unemployed,Suburban,Bachelor,1671170400
17,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,815a188e-34ea-4f36-8349-c2682e2745a3,no_churn,0.19570337,0,no_churn,0.109614205191501,-0.0036919319570733,0.0217638819358944,-0.0375537582494962,-0.0155580332683166,0.0834832152219314,-0.0223760745676736,-0.0030727293458403,Male,70,No,Yes,Unemployed,Suburban,Bachelor,1671170400
8,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,95a52a81-5d16-4793-8907-468b4a711e29,no_churn,0.32870492,0,no_churn,-0.0317513784828111,0.0193176820721873,-0.0057669867203298,-0.0485453537377816,-0.07033191868024,0.0513867390009772,0.0544456539417797,-0.0353996348402915,Female,23,No,Yes,Unemployed,Suburban,High School or Below,1671170400
72,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Disabled,2737a0d8-ce7f-4074-a57b-7db865c08a71,churn,0.0119312839999999,0,no_churn,-0.164700919819916,-0.0035432608796691,0.0090341277097877,0.0483866098981297,0.0139145722352259,-0.175198125904626,0.0226739210034929,-0.019593077057525,Female,68,No,No,Unemployed,Suburban,Bachelor,1671170400
10,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,fe1d394c-e1d1-4be7-82d8-9a31831d8113,no_churn,0.8731582,1,churn,0.0229249992058339,-0.0098063934491437,0.0403554757073925,0.0028364243681244,-0.0662989230439416,0.0519996545974845,-0.0390805563944013,-0.0419568336932752,Female,49,No,No,Employed,Rural,Doctor,1671170400
62,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,55bf2cea-852f-4556-bac4-3229e10ea32e,no_churn,0.23107362,1,churn,-0.228645509230046,-0.0025505838518802,0.0139926202995411,0.0399535116759761,0.0253175251433094,-0.107057236227956,-0.0168132465793314,0.0317767683692727,Male,79,No,Yes,Employed,Suburban,Bachelor,1671170400
50,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Disabled,9b8979ca-d3b2-466e-a0af-bce8e42c8d2e,no_churn,0.0207277999999999,0,no_churn,-0.0330389786717933,-0.0052279619156433,0.0128058101929673,-0.0711566038798264,-0.014224188270291,-0.119171221310626,0.021107200162005,-0.0201202084317264,Female,34,No,No,Employed,Rural,College,1671170400
6,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,10bc7fc5-9500-4c18-912a-d1ebe167f731,churn,0.689612,1,churn,0.144129896893937,0.0005290555140527,0.0058620645078553,0.187830471257603,0.0640624971910801,0.0929461783622582,0.0106660118664422,0.0053524384262527,Female,54,No,No,Employed,Suburban,High School or Below,1671170400
5,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,8bb77464-bea1-4a54-8b84-faf2f5120102,no_churn,0.14457338,0,no_churn,0.136630238368189,-0.0017913823664639,-0.0220535905808083,-0.0028403366082329,0.0461170060471522,0.0924032215924035,0.0728884838403701,-0.0408365968215366,Male,24,Yes,No,Unemployed,Suburban,Doctor,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,f9a28d48-dc00-4f8a-a337-8e54d20f4801,churn,0.55090815,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,65,No,Yes,Retired,Urban,Bachelor,1671170400
66,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,1e582afc-b4fd-4419-b216-1e368aabce17,churn,0.3211703,1,churn,-0.040262943777443,0.0010303392124296,0.0922650278577748,0.0403071870176972,0.100474250759871,-0.0503663448101087,0.122534365023093,0.0929919785877246,Male,67,No,No,Employed,Urban,College,1671170400
2,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d6250be2-78c9-4f5e-a748-c09109105f08,churn,0.84761345,1,churn,0.19860268135134,-0.0066354225920804,0.0375910100600504,0.0889986746521208,0.0514784190667523,0.120603166911014,-0.0409981867009082,0.0092267901767536,Female,20,Yes,Yes,Employed,Suburban,High School or Below,1671170400
45,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,05bb3069-fd3e-4739-9acf-a8478be26617,no_churn,0.008327639,0,no_churn,-0.0512484130996927,-0.002123180804192,0.0262200821515216,-0.0192966273224738,0.0474061599934611,-0.187458583728239,0.0629670255982819,-0.0354926156625879,Female,51,No,No,Unemployed,Suburban,Bachelor,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,1353d13a-7534-455c-afae-eef12a1de2d5,no_churn,0.28471673,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,23,No,No,Employed,Suburban,Bachelor,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,8a5ef325-bd07-499d-932c-d7ae009a06e8,churn,0.68232924,1,churn,0.134301574470137,-0.0002300462528364,-0.0462388014538191,0.0795194534229813,-0.0411552546093207,0.0731617438941975,-0.0038759735358326,0.0028789512456751,Male,38,No,Yes,Employed,Rural,High School or Below,1671170400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,d78b0743-ee76-4033-b416-200447febee4,churn,0.69022715,1,churn,0.236828058960073,-0.0066962266764676,-0.0365875964271344,0.0800460194198785,0.0255461856949659,0.136174306926287,0.0826665832134131,-0.0406434693588653,Male,26,No,No,Medical Leave,Suburban,High School or Below,1671170400
27,Yes,No,High Speed,Expired,One year,100hrs+,Active,e96123a4-d819-470c-a3fe-6f475b606534,churn,0.11227599,0,no_churn,-0.0532379360623781,-0.0006965213390867,0.0030749699066836,-0.0205855119442821,0.0213358072545816,0.0320290199508417,0.0839189496793915,0.0651350771541365,Female,25,No,No,Employed,Suburban,High School or Below,1671170400
13,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,672d15f5-7e43-43b4-a65f-a0efac834209,no_churn,0.75637364,1,churn,0.048245273403993,-0.0092147545991974,-0.0658760044014525,0.130074182231501,-0.0802831306969073,0.0693543807775768,-0.024658757917391,-0.0266673423738029,Female,39,No,No,Employed,Suburban,High School or Below,1671170400
30,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Disabled,ca0a4199-4746-4fca-a259-433140f25c32,no_churn,0.025752667,0,no_churn,0.0039849083801709,-0.0036152953661803,0.0676525672911248,0.0118072838510033,0.0791107151814594,-0.0628353281905674,0.148405002948275,-0.0628693354927781,Male,29,No,Yes,Employed,Suburban,College,1671170400
12,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,b82d7ea5-520c-45f8-ad35-a2a9bf0e44c2,no_churn,0.4939915,0,no_churn,0.0873185229473983,-0.0065628542929516,-0.0206901803493929,0.188166211686566,0.065906038368912,0.106586448490607,-0.0543408074919671,0.013201581852245,Male,66,No,Yes,Unemployed,Urban,Bachelor,1671170400
69,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,2f2e531f-e962-432a-a0f5-fc4e289ec5b7,churn,0.14357826,0,no_churn,0.0208283049081819,0.0008159632272509,0.0211120274093855,0.152226535230675,0.124697477811733,0.0276480186121716,0.116814768630211,0.096830763517164,Male,59,No,No,Employed,Urban,High School or Below,1671170400
65,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,f28660d8-b325-42a4-8813-e69f21a1b655,churn,0.3398566,1,churn,-0.258564032225822,-0.0107180152701766,0.0218421634550577,0.0543892390138898,-0.0230480132488446,0.0379207918609063,-0.0116164677724918,-0.0468508647987073,Male,73,Yes,Yes,Employed,Rural,Master,1671170400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,3fab2b2f-0cc5-45ad-ad58-5d5cd574ea38,no_churn,0.40305385,0,no_churn,-0.0665092540053046,-0.0070164731899603,-0.035192492721635,0.050408414739486,0.0397941321827056,0.0778301147620368,0.10587553100846,-0.0662161196719898,Male,49,No,No,Unemployed,Urban,College,1671170400
47,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,625b9b53-fe5d-4105-9810-01edff89617a,no_churn,0.22625498,0,no_churn,-0.109265254862748,-0.0056541451865268,-0.0860122022726682,0.0919757895828479,-0.0453173566566874,0.0139946127477924,-0.0028853778810662,-0.0125288823752998,Female,60,Yes,No,Employed,Urban,Bachelor,1671170400
45,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,8271ad25-27a7-444a-a49c-d567f97e16c5,churn,0.16838577,0,no_churn,-0.186702104575415,-0.0101985424262238,0.0203716474272005,-0.0567497245860431,-0.0254115780915253,0.0437287253804697,0.0164372144256776,0.0294982108243493,Female,57,No,No,Employed,Suburban,Bachelor,1671170400
35,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,cb3c5fe7-bdcb-4847-b7d5-5f2e16754a30,no_churn,0.6828549,1,churn,-0.116944522719632,-0.0036561480400087,0.0293561860231784,-0.0801177110862454,-0.10296742124161,0.0614349124906493,0.0463133635095164,0.0385313819572274,Male,46,No,No,Unemployed,Suburban,Bachelor,1671170400
21,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,7272d8e8-77a5-4bed-b139-2f81e9128072,churn,0.5946703,1,churn,0.0460464237373435,0.0004522159555199,0.107502231288745,0.176140362831084,0.104736476111784,0.102244724376833,0.0181913700633776,-0.0191884368396495,Female,44,No,No,Employed,Suburban,High School or Below,1671170400
25,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c7584b60-e57b-4289-8b2d-70c7dda3bd16,churn,0.6621719,1,churn,0.0399626268888732,-0.0045471101855946,0.103256874014769,0.162436375482257,0.021723161299069,0.0932529961712498,0.0085695017701618,-0.0246805745289384,Female,41,No,Yes,Employed,Suburban,High School or Below,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,e13b74d0-ccb7-47b0-ab79-30f54c4da185,no_churn,0.69506156,1,churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,24,No,No,Employed,Suburban,High School or Below,1671170400
59,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,cbb4a4b5-02d1-49f1-9410-d950461d1d67,churn,0.2264526,0,no_churn,-0.174653119744676,-0.0078099090964315,0.0505427659516135,0.0468374422619308,0.038496001461981,0.0315416522149371,0.0245079202155829,0.0315110968587032,Male,79,No,No,Employed,Suburban,College,1671170400
12,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,4d081dd6-bc16-4c83-8b3b-37fe436ce71c,no_churn,0.39086708,0,no_churn,0.0756313097647125,0.0960983899620168,0.0315628613113949,-0.037674413849636,0.1228326889458,0.137983042448677,0.022548366932433,-0.0231472766298793,Male,25,No,Yes,Employed,Rural,Bachelor,1671170400
45,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,b91f0883-b0f7-4718-ad0d-2321b1a2d692,churn,0.16838577,0,no_churn,-0.186702104575415,-0.0101985424262238,0.0203716474272005,-0.0567497245860431,-0.0254115780915253,0.0437287253804697,0.0164372144256776,0.0294982108243493,Female,54,No,No,Unemployed,Suburban,High School or Below,1671170400
25,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,6c823035-273b-4416-8ebf-822627514be3,churn,0.6621719,1,churn,0.0413812951939689,-0.0044547374218018,0.0984820025056978,0.184176953504802,0.0023246895559532,0.107972559494656,0.0005802457842082,-0.0204891563768251,Female,54,Yes,No,Employed,Rural,College,1671170400
4,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,e454ba75-c77d-452f-b3a2-eb85d21c16e3,churn,0.66718787,1,churn,0.124057601015868,-0.0538321412164077,-0.0331134648594616,-0.0119523007441875,0.102139396636885,0.106911977223831,0.0884739829132559,0.082955464696879,Male,73,Yes,Yes,Disabled,Urban,Master,1671170400
61,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,d4abe17f-0d7a-4d4d-ac95-3c4639fc1f39,churn,0.27004936,1,churn,-0.0507147596931554,-0.002396928062426,0.0195588862094155,0.0760770680876339,-0.0705915874468428,-0.0912012492331814,-0.0232128736444792,-0.0065447089548979,Male,72,No,No,Employed,Suburban,Bachelor,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,1856c88c-699f-490e-89a8-d211d73534f9,churn,0.8801533,1,churn,0.107973698218975,-0.010008808422117,-0.0750105303788223,0.0536292495776069,-0.0838614685444463,0.0763846613809437,-0.0273687247113412,-0.0115706219893399,Male,25,No,Yes,Employed,Suburban,College,1671170400
35,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,84f1b01e-7413-45cc-ba12-c0f783d0ea38,churn,0.17825428,0,no_churn,-0.100635058331609,-0.0025506165807928,0.0180762476579639,-0.0520979377419371,-0.0238678773602714,-0.0680010524608223,-0.0334253618215279,0.0034755037422019,Female,79,Yes,Yes,Employed,Rural,College,1671170400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,a8085e3d-165b-40e5-8059-5668f7990494,no_churn,0.0113001819999999,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,36,Yes,Yes,Unemployed,Suburban,Bachelor,1671170400
68,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Disabled,57a630c5-102b-4c67-8c71-7b1fa547220e,no_churn,0.003885735,0,no_churn,-0.0923628786706649,-0.0031907047201457,0.0025496971959728,-0.0141005167686489,0.0151383129862733,-0.188379055100959,0.0350925056268897,-0.0237735129042812,Female,26,No,Yes,Disabled,Suburban,High School or Below,1671170400
47,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ae6fadb9-81a4-4c5a-82a6-01fb31a26b55,no_churn,0.22625498,0,no_churn,-0.109265254862748,-0.0056541451865268,-0.0860122022726682,0.0919757895828479,-0.0453173566566874,0.0139946127477924,-0.0028853778810662,-0.0125288823752998,Male,73,No,Yes,Employed,Suburban,College,1671170400
71,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,b8bcd792-c3e1-4307-9700-7fbf086015ca,churn,0.20973873,0,no_churn,-0.140025246877831,-0.0027323894137407,0.022532915052925,-0.0683951874545891,-0.0323096816188262,-0.0728059047367969,0.0550700465840964,0.0546392945097795,Male,33,Yes,Yes,Unemployed,Urban,Bachelor,1671170400
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,f0593ee9-7d5d-46a5-a10a-ed2fef9a1fc8,churn,0.13866235,0,no_churn,0.026527940913711,-0.0136582411151175,-0.0245949269878838,-0.094159296305288,-0.0734252554792328,0.0519458352781475,-0.0363944480733516,0.0347322413830897,Female,80,No,Yes,Unemployed,Suburban,High School or Below,1671170400
25,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,1eb16999-cff7-400f-af4d-299df81cdffe,churn,0.037735745,0,no_churn,0.0052529046446306,-0.0011906225329948,-0.0169364409316949,-0.0132082409506438,0.0300212736679714,-0.0024797749909157,0.0682010729358808,-0.0269399255737971,Male,75,No,No,Unemployed,Urban,College,1671170400
11,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,927910f9-e0df-4d96-9658-20f817380f6e,no_churn,0.24937014,0,no_churn,0.161997669949096,0.0005280268633032,-0.0153587158695972,0.053362467584011,0.131718904202417,0.120342247432336,0.0400138031516326,-0.02722578288789,Female,61,Yes,No,Unemployed,Suburban,College,1671170400
1,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,e52980bc-4c05-44dc-a00b-e94c8031cfa3,no_churn,0.56915253,1,churn,0.19693904956227,0.0829109134371447,0.023202949698807,-0.0103156785162173,-0.0604815982047057,0.147907489837544,-0.0204207870284244,-0.0069572197996694,Female,74,No,Yes,Employed,Suburban,College,1671170400
18,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,771a180d-ca71-4c87-9828-f5540f6e465f,no_churn,0.40305385,0,no_churn,-0.164372965282764,-0.0109254152448193,-0.0896834483870225,0.0462944997311296,0.0191664906937694,0.0367435930430656,0.0305817862165622,-0.0201640239575681,Female,70,Yes,Yes,Employed,Suburban,College,1671170400
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9f68d053-d0a5-40c0-8183-d7844001aa4e,churn,0.77429426,1,churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Female,45,Yes,No,Medical Leave,Suburban,Doctor,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e956bdf6-42b6-478a-bb33-081baefc2ae0,churn,0.8801533,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Male,71,Yes,Yes,Medical Leave,Suburban,College,1671170400
47,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,e312e2f7-9737-4f6f-b9f0-0ba3d007d439,churn,0.22625498,0,no_churn,-0.125918310107536,-0.005618256882044,-0.105800628359302,0.100605167584854,-0.0332324721690201,0.0050037133279147,-0.0182031466931221,-0.0125288823752998,Male,52,No,No,Employed,Urban,High School or Below,1671170400
23,Yes,No,High Speed,Phone_Support,One year,100hrs+,Disabled,f614b75c-07ef-4179-a6d3-744fde3db2b8,no_churn,0.0176426789999999,0,no_churn,-0.0578408793759081,-0.0048282400285825,-0.0784574227404482,-0.0109184968742556,0.0038238423572784,-0.0582726598600947,0.0581564242270997,-0.0356887217812527,Female,68,No,Yes,Unemployed,Suburban,High School or Below,1671170400
53,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,9b763efa-ddf4-40ab-98be-1ac99d3e0456,no_churn,0.2752524,0,no_churn,-0.0850066280768715,-0.0047937616461604,-0.0609399681515697,-0.0454061825586904,-0.0242367012903378,-0.0745920196144197,0.0218860367640263,0.0240630704172326,Female,34,No,Yes,Employed,Suburban,Bachelor,1671170400
14,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,894cd9a8-d99a-4b76-b240-b22b3f4dc42b,no_churn,0.12446755,0,no_churn,-0.0325795333604946,-0.0184968435427708,-0.051324839754925,-0.119673712372733,-0.0207036760040864,0.043319393132806,0.0138085484869952,-0.0233754880209016,Female,32,No,Yes,Medical Leave,Rural,High School or Below,1671170400
27,Yes,No,High Speed,Expired,One year,100hrs+,Active,c72ce54e-c63c-48bf-a91f-83940736868b,churn,0.11227599,0,no_churn,-0.0532379360623781,-0.0006965213390867,0.0030749699066836,-0.0205855119442821,0.0213358072545816,0.0320290199508417,0.0839189496793915,0.0651350771541365,Female,72,No,Yes,Employed,Rural,Bachelor,1671170400
17,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,76a6c411-0710-4f21-9cfc-ac9d4efd7b6c,no_churn,0.19570337,0,no_churn,0.183215484253624,0.0024136032480237,0.0611541702943122,-0.0125018089175546,0.0718254949217953,0.123932098940354,0.0760030394948898,-0.029099971221799,Male,27,No,No,Employed,Suburban,College,1671170400
12,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,d8a44e8d-1a53-4f7d-9dd3-184943ebefa0,no_churn,0.735214,1,churn,0.148821476313128,-0.0078121614025621,0.117898848003397,0.0189507108663156,0.0180530135266781,0.099386757948132,0.106409137292667,0.0892660696647726,Female,79,Yes,Yes,Employed,Suburban,College,1671170400
26,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,6b811301-00bd-41bf-8e89-994437b0e9fb,no_churn,0.1204875,0,no_churn,-0.116844603919162,0.0717773545111686,0.0252935445219645,-0.0141917050630308,0.0125010857396773,0.0899514994922901,0.0571211316365224,-0.0446344540944574,Male,29,No,Yes,Employed,Suburban,High School or Below,1671170400
44,Yes,No,Low Speed,Expired,One year,100hrs+,Active,ff2638a1-cc1b-44a0-9885-ea1fffd9e580,churn,0.11712371,0,no_churn,-0.14117111852529,-0.0118675596110188,-0.032525816584457,-0.068080921793462,0.0029062650502783,-0.0239707772707151,0.0333486693978011,0.0523351084627574,Male,33,No,Yes,Unemployed,Suburban,High School or Below,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,876ca60f-8d79-4bb8-9fc8-f6e991b54d33,churn,0.68232924,1,churn,0.134301574470137,-0.0002300462528364,-0.0462388014538191,0.0795194534229813,-0.0411552546093207,0.0731617438941975,-0.0038759735358326,0.0028789512456751,Female,22,Yes,Yes,Disabled,Urban,High School or Below,1671170400
56,Yes,No,High Speed,Expired,Two year,<80hrs,Active,fa004f8b-3211-4738-95f4-bbcb885261ab,churn,0.062275097,0,no_churn,-0.0241562045102227,-0.0044312271212038,-0.0109253507566245,-0.0764864838651556,-0.0486772144542283,-0.109505000820764,0.0188288657712928,0.0263264632603477,Male,29,No,No,Employed,Suburban,Doctor,1671170400
31,Yes,No,Low Speed,Expired,Two year,100hrs+,Disabled,2b64ad00-705c-4554-a6ac-e6b3d64bb060,churn,0.010258556,0,no_churn,-0.0263659697955972,-0.0036470671178722,-0.0171176333753555,-0.0355794598859347,-0.0325741643725632,-0.133124543701661,0.0163278648170762,-0.0169451776348023,Female,20,No,Yes,Employed,Suburban,Bachelor,1671170400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,1108a639-bdd1-433e-86ed-e8a0f0916953,churn,0.67878556,1,churn,0.214724834705889,-0.0029783275443514,-0.0373452802308384,0.130666111799801,0.0359843555676798,0.133185598945047,0.0558622635550455,-0.036142873750523,Male,63,No,No,Retired,Suburban,Bachelor,1671170400
72,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,7a71ab10-eb66-4d4b-936b-5b8e4f236bdf,churn,0.0113001819999999,0,no_churn,-0.151635441839103,-0.0054980364014772,0.0007389769136898,0.0475412943575429,-0.0230561252383631,-0.161690950237635,0.0015394281369253,0.0230347023353851,Female,34,No,Yes,Employed,Suburban,Master,1671170400
65,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,d79c5eb3-f940-4b85-acbf-5abc6bfbb283,no_churn,0.0221407489999999,0,no_churn,-0.0697076128900243,-0.0040976648687501,-0.027151667518392,-0.0254037569007414,-0.0165738307972242,-0.107597568639399,0.0061363485640777,-0.0146303999668907,Male,42,No,No,Unemployed,Suburban,College,1671170400
29,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,8ae2a8fe-176d-44d3-a273-187fbd708507,no_churn,0.20857978,0,no_churn,-0.135588568782759,-0.015861761651713,0.0097389050009041,-0.0661304199481037,-0.0520369286495315,0.0372783267799604,0.0335498324573382,-0.0299755373463631,Female,53,No,No,Employed,Rural,College,1671170400
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,d693850c-a67b-4fca-89d5-a484291e1f4d,no_churn,0.1365734,0,no_churn,0.0134472033440033,-0.0175654934302656,-0.0584118975328965,-0.110903907795946,-0.0709079048699641,0.0494596922923483,-0.0072916447444731,-0.0168521977402633,Female,23,No,Yes,Employed,Suburban,Bachelor,1671170400
18,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,1ae7e6f9-a2b5-480e-b1f1-83a58313d116,no_churn,0.35525957,0,no_churn,0.0810390261523934,-0.0056747332600934,0.0041356339545018,0.0863877896410303,0.0840456785539026,0.115775001463317,0.125126825092029,0.133138635579508,Male,59,No,Yes,Unemployed,Urban,High School or Below,1671170400
67,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,7b60db21-6e86-4843-af1a-3566bdde2a86,no_churn,0.0037792121999999,0,no_churn,-0.0521356937235759,-0.0034981809095188,0.0107682865940842,-0.0534359772687457,-0.0054827429300348,-0.116793694524549,0.0380319162470914,-0.0252300657695013,Male,80,No,Yes,Employed,Suburban,Bachelor,1671170400
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,<80hrs,Disabled,a8a58812-30c5-4a41-9fed-751426c385be,no_churn,0.001955909,0,no_churn,-0.149665925442383,-0.0031544793917839,-0.0015247921085153,-0.035276418235976,0.0167988920947414,-0.101029742554019,0.0313474270987592,-0.0220766691174594,Female,37,No,Yes,Unemployed,Urban,College,1671170400
38,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,cce9da9d-50dc-45b0-a27e-4ea51eab906f,churn,0.08629413,0,no_churn,-0.0602700724017177,-0.0045673823711513,0.0030952543977491,-0.048640772646263,-0.0141611269542318,0.0789441667173832,-0.0190031079650998,0.0283626052028557,Male,63,No,No,Employed,Urban,Bachelor,1671170400
9,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,a48fa2b6-9454-4ae6-81da-c9923b044836,churn,0.5790994,1,churn,0.0931419392919724,-0.0042524476381368,0.0093168234424956,0.134765877088084,0.0673825444167687,0.102633219834661,-0.0275712879004822,0.0166682923426105,Male,55,No,No,Employed,Suburban,Master,1671170400
41,No,No phone service,High Speed,Expired,One year,<80hrs,Active,3eb4df61-9288-4021-a170-5351ff162046,churn,0.21478547,0,no_churn,-0.0974561844601453,-0.0043831321408333,-0.0007581272477227,-0.078634455144097,-0.0187871032063367,-0.0936711895983035,-0.0007709400639851,0.025434978010071,Male,76,Yes,Yes,Employed,Urban,College,1671170400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1d33d371-865b-4ca9-9595-0a204799727a,no_churn,0.40305385,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Female,44,Yes,No,Unemployed,Rural,College,1671170400
11,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,fe4d76db-7d4f-4309-9156-b18deab13f9a,churn,0.51759464,0,no_churn,-0.0177525868776138,-0.0164179144400623,-0.102417315834409,-0.0433649042655451,-0.0946144668875604,0.0334426800593064,0.0146720082961292,0.037426349501402,Female,20,No,No,Employed,Rural,College,1671170400
72,Yes,Yes,Low Speed,Expired,Two year,0hrs,Disabled,3a2826bf-883c-4830-9537-26d396f61f9f,no_churn,0.001955909,0,no_churn,-0.0910378620772553,-0.0040528575196367,-0.0002118211574679,-0.0325422088188543,-0.0003405864962405,-0.108142514062238,-0.0112313058748986,-0.0214669969391252,Female,41,No,Yes,Medical Leave,Suburban,College,1671170400
26,Yes,No,Low Speed,Web_Chat_Support,One year,100hrs+,Disabled,5ebe723d-a74e-42d8-a47e-950a7bbaba35,churn,0.02068546,0,no_churn,-0.0416349718416495,-0.0048910032609273,-0.0256460074502319,-0.0083701525381002,0.032950303882626,-0.0969576475064604,0.0679250090478308,-0.0424016820061478,Female,71,Yes,Yes,Employed,Suburban,Bachelor,1671170400
10,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,0ffca49a-585f-45f2-8035-0a3cb5ac9a2c,no_churn,0.5013286,0,no_churn,0.0835191988677434,-0.0064984811675094,0.0561524047077273,0.145498663155176,0.0443888930858429,0.102054225930769,-0.030115032397025,0.008418423615185,Male,32,Yes,No,Employed,Suburban,High School or Below,1671170400
71,No,No phone service,Low Speed,Expired,Two year,<80hrs,Active,b8670840-b0f7-4c44-a349-13e5d3d95c08,churn,0.011434487,0,no_churn,-0.0207920156369345,0.0760754189051203,0.0252165983869599,-0.0688546729842391,0.038909111114458,-0.107184661911051,0.0826240256929122,0.0449800491733003,Male,50,Yes,Yes,Employed,Rural,College,1671170400
70,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,99ab3e5e-31e1-4e88-9fca-f5df9b9ab916,no_churn,0.004845548,0,no_churn,-0.080320371654484,-0.0050615431852111,-0.0180887983977572,-0.0351545128518864,-0.0159272005697857,-0.111642631789018,0.0104208076296936,-0.0132519018056427,Male,55,No,No,Employed,Suburban,High School or Below,1671170400
65,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,8f144d9f-c5e0-41f4-9acd-f878ae80ae2f,churn,0.3398566,1,churn,-0.200396856241241,-0.0090278207394294,0.0402084690237097,0.0441661573230885,0.0199128903493237,0.0467800970471853,0.052848443648927,-0.0468508647987073,Female,23,No,No,Unemployed,Rural,Bachelor,1671170400
31,Yes,No,Low Speed,Expired,Two year,<80hrs,Disabled,b0025262-6056-4245-9cb0-e476d17ebc0c,no_churn,0.010258556,0,no_churn,-0.027601327707016,-0.0032812040224234,-0.017344429645791,-0.0454369468001368,-0.0381086537118244,-0.12592877062164,0.0047354885086861,-0.0160603078733038,Female,71,No,Yes,Employed,Suburban,Bachelor,1671170400
35,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,265c0c96-f189-4c64-9033-92ea553044cd,churn,0.04969349,0,no_churn,-0.153171520220039,-0.0085526869022032,0.0215982344799704,-0.0737150732727604,-0.0311294779395757,0.0242806484086759,0.0099060133783677,-0.0165756228537793,Female,67,No,Yes,Employed,Suburban,Bachelor,1671170400
53,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,5746dd11-cc5c-4935-8d7d-f20d1558ce7d,churn,0.2752524,0,no_churn,-0.0793092221130064,-0.0011225026637112,0.0341309252042265,0.148675787019256,0.0947824563898029,-0.0334094793459917,0.121074885505604,0.0761510110094059,Female,39,No,No,Employed,Suburban,Master,1671170400
61,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,5abe1566-5eba-41f5-b9ac-82037874c475,no_churn,0.0870806,0,no_churn,-0.270391569813219,-0.0110489735952432,0.0123045118939444,0.0660107885352954,0.0148587265446258,-0.0250847963780052,-0.0140902594405815,-0.0315845788037768,Male,58,No,Yes,Employed,Suburban,High School or Below,1671170400
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ede653da-7592-441f-a637-3c84cbe0a11a,no_churn,0.47328812,0,no_churn,-0.0513892290279545,-0.0058712409315194,-0.116211980882035,-0.0209403157689848,-0.0515079159890956,0.0390071559206808,-0.043321412973728,0.0012087862748194,Female,33,Yes,No,Unemployed,Urban,Bachelor,1671170400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,208229bb-2952-48c2-858a-fd9dda6d96b8,no_churn,0.44671237,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,55,Yes,No,Employed,Suburban,High School or Below,1671170400
33,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,da5fc47d-518b-4972-8d92-fe975b86911a,no_churn,0.09858098,0,no_churn,-0.0700268943753781,-0.0007090014857021,0.0110545972535419,0.0722333459890614,-0.0248987537901484,-0.032663617477965,0.0356918366090758,-0.0497076645336619,Female,56,No,Yes,Unemployed,Suburban,Bachelor,1671170400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,ff600285-dc6f-4dcc-af3d-aa712c7bafda,churn,0.5366373,1,churn,0.0928802146403813,-0.0030288511316712,0.0211347758218016,0.0225038027503433,0.042695858177467,0.107354633228265,-0.0529635856990353,0.0194441093154091,Female,31,No,Yes,Unemployed,Rural,High School or Below,1671170400
50,Yes,No,High Speed,Phone_Support,One year,100hrs+,Disabled,572ea6db-074c-40d8-abdf-e0f99a1e1068,no_churn,0.043761242,0,no_churn,-0.0426668425693878,-0.0050877453598513,-0.0239601814376601,-0.0047014040272733,0.0376507889107415,-0.130193755078899,0.0596917126093285,-0.0365920585054482,Female,45,No,Yes,Employed,Suburban,Master,1671170400
72,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Disabled,cade1f6d-ed0e-474c-a4b1-22a26639a66a,churn,0.001955909,0,no_churn,-0.098578216783053,-0.0036224553012652,0.0079191079279507,-0.0220703308514248,-0.0052486229566784,-0.15807419136645,0.0321155540793915,-0.0214669969391252,Female,69,Yes,Yes,Unemployed,Suburban,College,1671170400
21,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,286d7da8-c874-493f-a1c4-a92b4fcb3996,churn,0.56577575,1,churn,0.0229131832979715,0.0751639401915326,0.0397131019181279,0.0804944050239237,0.0374925405842987,0.0808172938990696,-0.0050717580270884,-0.0105488532508252,Male,49,No,No,Unemployed,Suburban,High School or Below,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,e81205c2-eb3d-41a4-a07f-2a21804db419,churn,0.67878556,1,churn,0.122894272099747,-0.0039682881433691,-0.0400772520493228,0.150734027857616,-0.0249400539653015,0.0718480585921406,0.0280720887629286,-0.0050830480005333,Female,22,No,No,Retired,Rural,Doctor,1671170400
48,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,8f9ce907-f732-4d41-b7c7-917d43b825ca,churn,0.20520303,0,no_churn,-0.168985022577035,-0.0030220866716263,-0.028878182201588,0.0891477350006971,0.0351749336691682,-0.120395865653991,0.0038400958435522,0.0340922428105113,Female,64,Yes,No,Retired,Suburban,College,1671170400
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,fca56a67-5a66-4a92-8be6-ffda978a5282,churn,0.2974745,1,churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Male,73,No,No,Employed,Urban,High School or Below,1671170400
12,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,1afb26ec-0fdb-4406-93fe-0797bd167547,no_churn,0.28334567,0,no_churn,-0.0224145161797605,-0.00480074267296,-0.0625493671801086,-0.0532848403896423,-0.0489202203788772,0.0419131376351651,0.0045654919719527,-0.0100249358483233,Female,21,No,Yes,Employed,Suburban,High School or Below,1671170400
34,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,9e65763a-bf71-4038-85c4-64d226ad62ca,churn,0.31810454,0,no_churn,-0.146087866148318,-0.0052579223663815,0.0222094234936048,0.0312599329698423,0.0117569053903298,0.0387476484151102,-0.0193309936795958,0.0276767211729202,Male,53,No,Yes,Employed,Rural,High School or Below,1671170400
69,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,0d917540-d698-44c3-9a93-d08ee30268b0,churn,0.14357826,0,no_churn,0.0208283049081819,0.0008159632272509,0.0211120274093855,0.152226535230675,0.124697477811733,0.0276480186121716,0.116814768630211,0.096830763517164,Male,28,No,Yes,Employed,Suburban,High School or Below,1671170400
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,7d43f9cb-a993-4ae9-b947-2ce12ac2226a,no_churn,0.19479,0,no_churn,-0.125540557077757,-0.0193820112706544,0.033117258440543,-0.0358710435503689,0.0498381454208902,0.0340603050525533,0.0428321177438374,0.0619196329504302,Male,63,No,Yes,Employed,Suburban,Bachelor,1671170400
25,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,c9dd9080-5c5e-4f53-ad07-1e5f1b68c931,churn,0.20122643,0,no_churn,-0.0900188929789055,-0.0131001063302392,-0.137919038928849,0.0565153408504011,-0.0290836900403701,0.0174513008611029,-0.016364612965699,-0.0198397861005105,Male,44,No,Yes,Medical Leave,Suburban,College,1671170400
30,Yes,Yes,High Speed,Expired,One year,0hrs,Disabled,55e4465e-0aed-4485-b654-10b411e9e838,no_churn,0.025752667,0,no_churn,-0.0217935119018329,-0.0049009421460868,0.023461491744074,-0.0150086372847545,0.0135009505886955,-0.0478611435174934,-0.0064328793769709,-0.0199914804305808,Female,65,No,Yes,Medical Leave,Suburban,College,1671170400
28,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,0d57b98b-4d63-4183-8630-45a4667d3dcf,no_churn,0.0786856,0,no_churn,-0.110690983543354,-0.0109386315921619,-0.0417850176842875,-0.0246700820539444,-0.0589774350466541,0.0290203451443267,0.0267667114053074,-0.0277510566152523,Male,69,No,Yes,Employed,Suburban,Bachelor,1671170400
62,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,9e2fd2e9-798b-44a9-9c07-5f43af70e113,no_churn,0.23107362,1,churn,-0.228645509230046,-0.0025505838518802,0.0139926202995411,0.0399535116759761,0.0253175251433094,-0.107057236227956,-0.0168132465793314,0.0317767683692727,Male,80,Yes,No,Disabled,Suburban,Bachelor,1671170400
71,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Active,9a99cbc3-bb43-44ed-aa28-9ad86094c7da,churn,0.04752442,0,no_churn,-0.0999508309741213,-0.0030363735203354,0.0223267771273276,-0.0143962806016315,-0.025790181851371,-0.228114099239883,0.0373248704319121,0.0426099665637957,Female,73,No,No,Employed,Suburban,Bachelor,1671170400
42,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1c3bb180-4bbb-48fd-b960-73c816ed4277,no_churn,0.0878328759999999,0,no_churn,-0.0313916755374975,-0.0066938023546754,-0.0659064914296777,-0.139985924753664,0.0213790543916729,0.0511985746316986,-0.0264090856440907,-0.025502513971187,Male,74,Yes,No,Employed,Suburban,Bachelor,1671170400
45,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Active,1c4dc7cb-f5dc-48d2-9fa5-73fff86d1ad0,churn,0.042415455,0,no_churn,-0.0819861486108766,-0.0070396203101699,-0.0004557561870387,-0.0385986840267924,-0.0707018760980463,-0.110262399874155,0.0254775591945144,0.0245407731697741,Female,26,No,No,Employed,Suburban,High School or Below,1671170400
17,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,93847efc-ec74-451f-a759-d59bb4a41d8b,no_churn,0.400344,1,churn,0.0532680607578186,-0.0108312068189843,-0.0699524312576068,-0.0343021535384286,0.0399677514032737,0.0842132303854668,0.0829007038244162,-0.0535956608746528,Female,53,No,No,Employed,Suburban,High School or Below,1671170400
38,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,96e7d4a3-2cb9-4d51-9e34-6e123f3df450,churn,0.2197988,1,churn,0.0786708017120872,-0.0070719776935766,-0.0208665102106715,0.130178632577154,0.0969355735234785,0.0701093141694764,-0.0667792695275784,0.0322972874749757,Male,40,Yes,Yes,Employed,Suburban,High School or Below,1671170400
31,Yes,No,Low Speed,Expired,Two year,100hrs+,Disabled,26e2d06a-fe90-4b76-baae-a27c07edcba2,no_churn,0.010258556,0,no_churn,-0.0263659697955972,-0.0036470671178722,-0.0171176333753555,-0.0355794598859347,-0.0325741643725632,-0.133124543701661,0.0163278648170762,-0.0169451776348023,Female,38,No,No,Retired,Suburban,Bachelor,1671170400
45,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,a2951b01-1757-4eb1-9f24-af29c43d6b90,no_churn,0.008327639,0,no_churn,-0.0813909153060558,-0.0031614327814804,0.0073072351220525,-0.0389223430275251,-0.0358911731919215,-0.120038102429426,0.0183100225325142,-0.0152394443960838,Male,25,No,Yes,Employed,Suburban,Master,1671170400
61,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,9503771e-3e36-416d-bd7b-acb9621d0b62,no_churn,0.0870806,0,no_churn,-0.242299921761323,-0.0099254207130434,-0.0018379571627338,0.0409787088745906,0.0107785592705204,-0.0171882217227084,0.0108912001331782,-0.0204230991688746,Female,60,Yes,No,Unemployed,Rural,Bachelor,1671170400
1,No,No phone service,Medium Speed,Expired,One year,100hrs+,Disabled,cde3a5b4-77e0-42c8-8782-fbae13b070d5,no_churn,0.15291958,0,no_churn,0.123254367003979,0.0017539903639362,-0.0082579541000359,-0.0449502816192671,-0.0140249346213295,-0.10879043848978,0.03666332985822,-0.0286742282894329,Male,27,Yes,Yes,Employed,Suburban,Master,1671170400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,02f95879-c5ca-4962-a266-375ec49f4190,churn,0.85391027,1,churn,0.289490548228355,-0.0054611298928693,0.0413792627802195,0.109398550683354,0.0759879527511748,0.147179217331181,0.0360293951319908,-0.0284668220499588,Male,40,No,No,Employed,Suburban,College,1671170400
65,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Disabled,82b6230a-c12e-4c46-8cb3-29b71bc0eb69,no_churn,0.0221407489999999,0,no_churn,-0.0666455744277482,-0.0015833332680631,-0.0036370983096003,0.0055530365340018,-0.002455816020265,-0.135472663659675,0.0586523785081044,-0.0334370815854345,Male,48,No,Yes,Unemployed,Urban,College,1671170400
60,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,b0454f8b-8ece-46ea-8a8d-360f42bc2786,churn,0.5015534,0,no_churn,-0.204934355698788,-0.0094384650221036,-0.0047856188263176,0.0219167711357022,0.0126497978205134,0.0009217682845974,-0.0063304763122368,0.0209744263718676,Male,35,Yes,Yes,Employed,Rural,Bachelor,1671170400
42,Yes,Yes,Medium Speed,Expired,One year,<80hrs,Disabled,6f3ca66d-8a9c-4234-9e1e-e1cbc02b04cd,no_churn,0.06582098,0,no_churn,-0.0445976309198158,-0.0040428978809359,-0.0181621104477926,-0.0524336014211076,-0.0408504770343461,-0.0799534097646937,0.0144074482541691,-0.0233934728028179,Male,68,Yes,Yes,Unemployed,Rural,High School or Below,1671170400
33,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,8c619e25-19cc-4ae2-ba04-d0baf3bfab7c,churn,0.09858098,0,no_churn,-0.0700268943753781,-0.0007090014857021,0.0110545972535419,0.0722333459890614,-0.0248987537901484,-0.032663617477965,0.0356918366090758,-0.0497076645336619,Female,70,No,Yes,Unemployed,Urban,High School or Below,1671170400
40,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,b92a8c9c-8ea3-4bc2-8950-856c7d3e682b,no_churn,0.0103937919999999,0,no_churn,-0.0523176751230039,-0.0059509564834479,-0.0143045761934536,-0.0569605866461824,-0.0124273404058658,-0.126528070151744,0.0145074273795307,-0.0150443737427485,Female,22,No,Yes,Employed,Rural,High School or Below,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,74d9aed9-4f29-4467-9011-7b65d6a75cf9,churn,0.87000257,0,no_churn,0.24525087125704,-0.006010470420133,-0.0026304627688841,0.0807996287910464,-0.0474825308648087,0.102277818696321,0.167157211739977,0.0532784549101597,Female,36,Yes,No,Disabled,Rural,College,1671170400
72,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,052dbb47-9fe9-4f94-90a2-758926443159,churn,0.0113001819999999,0,no_churn,-0.148707585894608,-0.0030895318019611,0.0213795176129042,0.0485587216151907,0.0057341774724318,-0.248071561228499,0.0257621806994302,0.0294079305678315,Female,40,Yes,Yes,Medical Leave,Suburban,Bachelor,1671170400
72,Yes,Yes,Fiber optic,Expired,Two year,0hrs,Disabled,d1307ddb-253f-45b7-915d-47802dd208a0,no_churn,0.0344945,0,no_churn,-0.177935716710308,-0.0036260006570228,0.0014252133667332,0.0496728066548303,0.0213365897713811,-0.13139110512082,-0.0089148644837814,-0.019593077057525,Male,25,No,Yes,Employed,Urban,Bachelor,1671170400
1,No,No phone service,Medium Speed,Expired,One year,100hrs+,Disabled,07ecfa65-6b7e-4fd3-b7c5-a6fc1256196b,no_churn,0.15291958,0,no_churn,0.123254367003979,0.0017539903639362,-0.0082579541000359,-0.0449502816192671,-0.0140249346213295,-0.10879043848978,0.03666332985822,-0.0286742282894329,Male,52,No,Yes,Employed,Urban,High School or Below,1671170400
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,3113214c-c9de-4f00-8bd6-516dee4df7ef,no_churn,0.49362025,0,no_churn,-0.0300974264387559,-0.003086178190515,0.0679150402147024,0.0940612834528337,0.0258259840069195,0.107424325599827,0.0595845620684986,-0.0438726868236062,Female,45,No,No,Employed,Urban,College,1671170400
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,90582446-a225-4f5e-b207-487f951f0456,churn,0.7162633,1,churn,0.0068164091530525,-0.0082351365799695,-0.0799291674858932,-0.0975902830939912,0.0550336274857636,0.0717772128007072,0.0407578629380259,0.0304147527430359,Male,67,No,No,Medical Leave,Suburban,High School or Below,1671170400
22,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,d1e5a63f-705d-40b4-a740-083f0ba47ae1,no_churn,0.009697658,0,no_churn,-0.006011888575249,-0.0032156294043306,0.0039158119073636,-0.0281520293316862,-0.0456675121242733,-0.151645040272997,-0.0152129559726199,-0.013036908441245,Female,80,No,No,Employed,Suburban,Bachelor,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,39a4f8db-e7da-4196-aea9-acc8eb475cc3,no_churn,0.69506156,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,76,No,No,Employed,Suburban,Bachelor,1671170400
9,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,df19b7ca-06a2-4475-b117-4d2e0a2374b3,no_churn,0.5790994,1,churn,0.0931419392919724,-0.0042524476381368,0.0093168234424956,0.134765877088084,0.0673825444167687,0.102633219834661,-0.0275712879004822,0.0166682923426105,Male,29,Yes,No,Disabled,Suburban,Bachelor,1671170400
10,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,9af413ec-ab32-481c-a35b-1f70e1f84d4e,no_churn,0.6211709,1,churn,0.0003527439566369,-0.01900730130179,-0.0417311904497637,-0.10609744734692,-0.0902253704138456,0.0374190432744944,-0.0230227422141251,0.0232861129621051,Male,36,No,No,Employed,Suburban,High School or Below,1671170400
35,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,1a0d25a3-42db-478b-bdc5-85175ba223ce,churn,0.38693795,0,no_churn,-0.15964764155955,-0.001116061461289,-0.0276087783492039,0.0572611128176868,0.0076276327581945,-0.0729491124229389,0.0132782532167766,0.0441284441595598,Male,75,No,Yes,Unemployed,Suburban,College,1671170400
66,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,42d793bd-6e12-470a-a70e-e6b7407bee17,no_churn,0.3211703,1,churn,-0.0822530088087023,-0.0017458916702344,0.0347024697546839,-0.0584581829630406,-0.0442663514252126,-0.0576074377925215,0.0099918315440481,0.0556104175883592,Male,34,No,No,Employed,Urban,College,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,756c8345-38d2-467c-b2c0-4933ff0c7045,no_churn,0.3617694,0,no_churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Female,38,Yes,Yes,Employed,Urban,Bachelor,1671170400
4,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,a6dda2cb-7123-4fe6-891f-e9207528c6d6,churn,0.6592394,1,churn,0.211820342144074,0.0015998650644723,0.0908562996623186,0.169116085274036,0.0592303651461588,0.139955377208507,0.0156115883552229,0.0290339349040277,Male,40,Yes,No,Employed,Suburban,College,1671170400
2,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,bbec2e72-8b38-4cbb-b0fe-55d72bfa40f9,no_churn,0.16772689,0,no_churn,0.0992624541228542,-0.014437049131593,-0.0771136252661381,-0.175074546992219,-0.0767243609741672,0.0324626738551523,0.0198693850810013,-0.0202894034477867,Male,80,No,No,Unemployed,Suburban,High School or Below,1671170400
12,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f0470978-c092-4dcd-b30f-f2237c6e9284,no_churn,0.84411865,1,churn,0.0974471740925128,-0.0067833613134462,0.0022728243762685,0.141536679807959,0.0813170594453822,0.100243217233547,-0.0348042324552079,0.0133556004322781,Male,39,Yes,No,Unemployed,Rural,Bachelor,1671170400
4,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,dfdfdb6d-6437-41bf-90d7-d08eff314bc7,no_churn,0.38075754,0,no_churn,0.122894272099747,-0.0039682881433691,-0.0400772520493228,0.150734027857616,-0.0249400539653015,0.0718480585921406,0.0280720887629286,-0.0050830480005333,Male,36,No,Yes,Medical Leave,Rural,Bachelor,1671170400
35,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,1a076702-36b4-4e68-a1ef-fc057b2f4731,no_churn,0.12346318,0,no_churn,-0.175197944924403,-0.0080896561936151,-0.0385274797014517,-0.0857674927148309,0.0372648547403059,0.0228916936324094,0.031002087484785,-0.0259355470348054,Female,23,No,No,Unemployed,Suburban,High School or Below,1671170400
23,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b69a71f1-289f-42c4-80a6-2f3bca059dac,no_churn,0.14991127,0,no_churn,-0.157787916488378,-0.0051254070818322,-0.0576979035216209,0.0751550148533715,0.0438315146760396,0.0289941304101194,-0.0024861228885311,-0.0083975533681768,Female,72,No,No,Medical Leave,Suburban,Bachelor,1671170400
15,Yes,Yes,Low Speed,In_Store_Support,Two year,<80hrs,Disabled,657a20ee-72f8-412f-bb6c-84f85848dd92,no_churn,0.009697723,0,no_churn,0.0079824584555672,-0.0040806847063686,0.011719790145571,-0.0403574555170916,-0.0586041941507937,-0.160065617521122,0.0326650338282524,-0.0182854824216656,Male,34,No,Yes,Employed,Suburban,Bachelor,1671170400
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,33d5d125-eda1-48f2-97f7-53909ba2fb9e,no_churn,0.74507725,1,churn,0.259282381778703,-0.0056924773072569,-0.0245664237611526,-0.0111712975840328,0.100747413589761,0.146802504136103,0.137915462095552,0.127656287538466,Female,43,No,Yes,Employed,Rural,Bachelor,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,e810ae30-b4a0-4a19-9625-b3e50f36a172,churn,0.87000257,0,no_churn,0.24525087125704,-0.006010470420133,-0.0026304627688841,0.0807996287910464,-0.0474825308648087,0.102277818696321,0.167157211739977,0.0532784549101597,Female,68,No,Yes,Unemployed,Suburban,Bachelor,1671170400
2,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,401ad04d-1a51-4d7e-a88d-f527a3aa5045,no_churn,0.13260646,0,no_churn,0.121811006720254,-0.0101717821365309,-0.051078438227687,-0.0784746861250823,-0.0331129000199507,0.0593293664094562,0.0750073734371108,-0.0294284848014103,Female,58,No,No,Employed,Suburban,College,1671170400
12,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,5f03d1f2-4532-41f0-ab1c-1ca5324201e0,no_churn,0.735214,1,churn,0.148821476313128,-0.0078121614025621,0.117898848003397,0.0189507108663156,0.0180530135266781,0.099386757948132,0.106409137292667,0.0892660696647726,Male,61,Yes,No,Employed,Urban,High School or Below,1671170400
51,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4e5bbd0a-8605-4d69-9bda-736f06bd432c,no_churn,0.22416493,0,no_churn,-0.219210864521319,-0.0046590598793045,0.038357232540111,0.0315726557522884,-0.0824023453374775,0.0246657827163289,0.0032458850660077,-0.0205954376448426,Female,66,No,No,Unemployed,Suburban,Bachelor,1671170400
40,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,7723a6c4-00b8-437a-a909-f4c10e647fa2,no_churn,0.21576361,0,no_churn,-0.0774586847413138,-0.0070417075563091,-0.0418541113548235,0.121196684750576,0.0834529955078869,0.0479542360368032,0.0842680357327935,-0.0395435977416673,Female,75,No,No,Unemployed,Suburban,Bachelor,1671170400
69,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Disabled,9faa860a-ab8c-488a-9e6f-9ac149020698,no_churn,0.025007384,0,no_churn,-0.0725182296540697,-0.0027253237598779,0.0093401277339035,-0.0136325223549283,0.003170642578425,-0.205848976968646,0.037798166955763,-0.02461003661012,Female,51,No,Yes,Employed,Urban,Master,1671170400
41,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,65bf6187-7848-4bda-b5bc-787bf5930a2b,no_churn,0.48992696,0,no_churn,-0.204407877049107,-0.0068956240752231,0.0028804817120726,0.091829350630469,-0.0017993431547802,0.0325697592900633,-0.0208582422768631,-0.0523446565147969,Male,41,Yes,Yes,Unemployed,Suburban,College,1671170400
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,651d24d0-a3b9-4029-87a9-38e2523b6664,churn,0.648372,1,churn,0.0230061888850559,-0.0034439145991382,0.0884722023600897,0.0298898487751102,0.0576753890389864,0.119959940065874,0.0934134687571349,0.0844967627018013,Male,47,No,No,Employed,Suburban,Master,1671170400
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,25c78d17-a947-49aa-b267-1d64bba85f3a,churn,0.7800597,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Male,34,No,No,Medical Leave,Suburban,Bachelor,1671170400
5,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,24f66f98-698b-4ef4-baeb-4743896866f7,churn,0.51593804,0,no_churn,0.131015400564688,-0.0025893274676491,-0.0154946985504557,0.182031149585482,0.0965367118991298,0.0767238577854186,-0.0056906706588597,0.0091080960867839,Female,29,No,No,Employed,Suburban,College,1671170400
28,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,336a3194-400f-451c-98c2-592726e1d256,no_churn,0.12212381,0,no_churn,-0.119945516656608,-0.0124956823748016,0.0070464123613237,-0.0929741472002206,-0.0582858013828445,0.043033782299808,0.0196984624960987,-0.0351036620460217,Male,29,No,No,Employed,Rural,Doctor,1671170400
21,No,No phone service,High Speed,Expired,Two year,0hrs,Disabled,fc1bb866-a23a-4e8b-bee2-da5ca5d1ab4a,churn,0.01616268,0,no_churn,-0.0491527041601739,0.000989687420797,-0.0215076198126803,-0.0404192737990706,-0.0076061977966037,-0.11974937456233,-0.0164788170146312,-0.0151018523460788,Female,32,No,Yes,Employed,Suburban,College,1671170400
5,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,5b011068-6a91-4cf3-a37f-6c60639e7ac4,no_churn,0.51593804,0,no_churn,0.149374687888085,-0.0011549346186802,-0.0087405641518398,0.113467614313622,0.0521795041922268,0.0809702133320934,-0.0306867487760973,0.0175640822805144,Male,69,No,Yes,Employed,Suburban,College,1671170400
19,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,994cce7d-c60e-491c-a443-cd52501f40ae,no_churn,0.19220038,0,no_churn,-0.152023719214494,0.0309840126504423,-0.0059569159757757,-0.0705256413150073,-0.0771010372835371,0.0508541223322936,-0.0055655180597659,-0.0296914555782586,Male,60,No,No,Unemployed,Suburban,College,1671170400
66,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,aa13f516-e83d-43c6-9abc-2b348472b702,no_churn,0.3211703,1,churn,-0.0822530088087023,-0.0017458916702344,0.0347024697546839,-0.0584581829630406,-0.0442663514252126,-0.0576074377925215,0.0099918315440481,0.0556104175883592,Female,70,No,Yes,Unemployed,Suburban,Master,1671170400
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,284316f8-ae62-4e56-8ac7-b0ee6f03216d,churn,0.6211709,1,churn,0.10843673700515,-0.0057949555386767,0.0290038282336899,0.0330392098518677,0.153123230336641,0.124057237925244,0.114803639768124,0.124304926703226,Male,69,No,Yes,Employed,Suburban,Bachelor,1671170400
6,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,e370839e-ce53-4294-8773-0a56d64d03eb,churn,0.2974745,1,churn,0.0674010699436348,-0.0033982205392021,-0.0055909919869918,-0.100971030033056,-0.035976536249218,0.0495608404584209,-0.0157836889960981,-0.0070308821692378,Male,63,No,No,Employed,Rural,Bachelor,1671170400
58,Yes,No,Fiber optic,Expired,One year,<50hrs,Active,d5404157-3ca9-4fe9-bd79-9d0e5832c631,churn,0.17818372,0,no_churn,-0.182380935678993,-0.0034916447674913,-0.0307629350258139,0.0613624117131621,-0.039109773241762,-0.0248196650755744,0.0337212005306173,0.0464551914494404,Male,48,Yes,Yes,Unemployed,Suburban,High School or Below,1671170400
71,No,No phone service,Low Speed,Expired,Two year,<80hrs,Active,51de886b-3416-4f4b-987d-c7b10e106a3d,churn,0.011434487,0,no_churn,-0.0207920156369345,0.0760754189051203,0.0252165983869599,-0.0688546729842391,0.038909111114458,-0.107184661911051,0.0826240256929122,0.0449800491733003,Male,68,Yes,No,Employed,Suburban,College,1671170400
50,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,8b17bda8-7781-4dc2-a561-80eda8c83bb4,no_churn,0.043761242,0,no_churn,-0.0866626329949485,-0.0052865213096447,-0.0266998649973811,-0.0406142950657704,-0.0386424819660351,-0.0785020568663821,0.023681629317698,-0.0162999294526798,Female,67,No,Yes,Employed,Suburban,High School or Below,1671170400
48,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,f550385e-0233-4c5d-aff3-47bda85ea304,no_churn,0.20520303,0,no_churn,-0.0966110099882553,-0.0042586312537059,-0.0349072597996473,-0.038017694537757,-0.0057728042076814,-0.0930599560952305,-0.0083219273091526,0.0419231289027993,Female,31,No,Yes,Unemployed,Suburban,College,1671170400
62,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,102d9ff5-d203-4ffb-9f6d-aaed71e4194e,no_churn,0.0054819959999999,0,no_churn,-0.0534134838606405,-0.0029285876086214,-0.0047828276159998,-0.015024040234075,0.000501082505616,-0.131391309497976,-0.030060467408366,-0.0319265182305025,Female,72,Yes,No,Unemployed,Urban,College,1671170400
26,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,c2ad8170-e5e8-4ffb-b7b7-377555a1697c,no_churn,0.25183123,0,no_churn,-0.0046303241630357,-0.0033355383765228,0.12072939249847,0.182781674474973,0.0989092230860205,0.114734404746896,-0.004168267700802,-0.0142133795685185,Male,30,No,Yes,Unemployed,Suburban,Master,1671170400
12,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,4213872b-e6b4-4109-9734-0aa9781aba49,no_churn,0.28334567,0,no_churn,0.0317611498973019,-0.015305471209449,-0.0290493596259693,-0.104257434761621,-0.0003826142219077,0.0499854069083357,-0.0104738160103443,-0.0113349068196657,Female,40,Yes,Yes,Employed,Urban,College,1671170400
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,58b58a5f-122c-4430-b9a6-ce42a369dff7,no_churn,0.2974745,1,churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Female,57,Yes,Yes,Employed,Suburban,College,1671170400
22,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,5016f456-8cff-465e-a0fd-2c15295ac963,churn,0.37844852,0,no_churn,-0.0346461465745233,0.115964441116157,0.0525063291200149,-0.0072110415740689,0.0345026104516,0.112389447390033,0.115794355706048,0.0616738615673875,Female,74,No,No,Unemployed,Urban,Master,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,d915607d-a16a-42a2-bf25-91e1bdceaed7,churn,0.69022715,1,churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Male,25,No,Yes,Medical Leave,Suburban,College,1671170400
17,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,02fdbe66-9b72-438f-8d2b-693493ae80a0,no_churn,0.618154,1,churn,0.121484800591352,-0.0007794016941988,0.0513579420604764,0.168044643644043,0.0497564098441853,0.0809643679514101,0.0608127452318876,0.0026656764716972,Male,65,Yes,No,Employed,Rural,College,1671170400
30,Yes,Yes,High Speed,Expired,One year,<80hrs,Disabled,8874410a-a49e-4202-ba97-7a602008e930,no_churn,0.025752667,0,no_churn,-0.062135001415445,-0.004479917037861,0.0132343945343745,-0.0346537788324894,-0.0295868405741384,-0.0621789824643929,-0.003249688821088,-0.0159763385062433,Male,52,No,No,Employed,Suburban,Master,1671170400
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,85ce8ca6-45b0-4114-9695-f6430f58de56,no_churn,0.7162633,1,churn,0.112101192737391,-0.0065688486118233,-0.0711705086200709,-0.0409717566668223,-0.0108121412676337,0.0565560492384975,0.0241405382370066,0.0343659937512347,Male,46,No,Yes,Retired,Urban,High School or Below,1671170400
22,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,bd5272a8-ed5a-4766-94b2-2959bd67b360,no_churn,0.009697658,0,no_churn,0.0187274503567641,-0.0013779258873546,0.0145061525363689,-0.0280819593343949,0.0073320379278084,-0.131390626191205,0.0082028829458067,-0.0069441638603348,Male,63,No,Yes,Employed,Suburban,College,1671170400
59,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6138d970-bfed-46a3-a149-83c123256b31,no_churn,0.33035886,0,no_churn,-0.226716305996451,-0.010690928172753,0.0327640327261542,0.059995773887058,0.0039453205382687,0.0110597007643082,0.0213872885767887,-0.0307710335525735,Male,57,No,No,Unemployed,Urban,Bachelor,1671170400
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,25392a17-ede4-4cd4-b82e-ef76e972c085,no_churn,0.3617694,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,21,No,Yes,Employed,Urban,Bachelor,1671170400
9,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,d0bc7424-c0e5-40ee-9e4f-86f701112596,no_churn,0.19483806,0,no_churn,0.18621463534846,-0.0034539705186762,0.0006159058630601,-0.0090611799895759,0.106550565330599,0.102598932898791,0.0495032300434468,-0.0319798319422989,Female,65,No,Yes,Employed,Suburban,Bachelor,1671170400
35,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,bb49f474-e7ef-458a-9fa7-ca6502adb337,churn,0.008731295,0,no_churn,-0.0819542837887638,-0.0036142166369245,0.0092992840913939,-0.0434306620860843,-0.0237579020184239,-0.1274510861421,0.0153861206125839,-0.0135034071323389,Male,37,No,Yes,Employed,Suburban,College,1671170400
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,08dc80b1-eae7-4e21-8fae-6c62c0c77006,churn,0.7162633,1,churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Male,74,No,Yes,Employed,Suburban,Bachelor,1671170400
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1eac1fba-84cb-4a82-a004-1083bfb496a3,churn,0.69022715,1,churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Male,35,No,No,Employed,Suburban,Bachelor,1671170400
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,d58d8be8-3860-4cb0-96f0-093bd74c8e65,no_churn,0.46939832,0,no_churn,-0.151917900311005,-0.0092038820748712,0.033502168520672,0.0336564898934011,-0.0020830377424408,0.0776194750070908,0.0659038590660929,-0.0547255400119047,Female,39,No,No,Unemployed,Suburban,College,1671170400
41,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,493fd760-000f-4522-830d-3a6d44639b36,no_churn,0.21918789,0,no_churn,-0.0606244212306546,-0.0020759804687622,-0.0151495295115955,-0.048259096926431,-0.0074667682784047,-0.105740690981629,-0.0467534467853874,0.0470437822859617,Male,55,Yes,Yes,Employed,Rural,High School or Below,1671170400
24,Yes,No,Medium Speed,Expired,One year,100hrs+,Disabled,0e937870-86eb-40dd-af5c-2917475948ec,no_churn,0.020648424,0,no_churn,-0.0844287555195387,-0.0054343834516112,-0.0253651296615862,-0.0793623683120995,-0.0160850753008708,-0.0589130270156874,0.0321984190801958,-0.0316358301397576,Female,28,Yes,No,Unemployed,Suburban,High School or Below,1671170400
70,No,No phone service,Low Speed,Expired,Two year,<80hrs,Active,b2985598-9b49-4b42-8846-fce9eb2f0cb0,churn,0.019216474,0,no_churn,-0.0952871829075229,0.0153352661339158,0.0028728773785405,-0.0309292351369504,-0.0121397131749336,-0.17254657132683,0.0084549866295674,0.025213420302598,Female,35,No,Yes,Disabled,Suburban,High School or Below,1671170400
69,Yes,No,High Speed,Expired,Two year,100hrs+,Active,823875ab-8ed3-4b44-9f5b-fdc7c5329770,churn,0.017114595,0,no_churn,-0.0528120740493068,-0.0033318639785647,-0.0638263113092943,-0.019945377953154,-0.0240685929504797,-0.119611399335809,0.0312320406859907,0.0293493322973699,Male,79,No,Yes,Unemployed,Suburban,College,1671170400
18,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,85440160-6881-4245-9b7f-df5ec3f2380b,churn,0.35525957,0,no_churn,0.0237981661294907,-0.0040367060238349,-0.0531191189096443,0.130338593408842,-0.0315849301438538,0.0444312052738496,0.0712961458894642,0.0715171619061038,Female,41,No,Yes,Unemployed,Suburban,College,1671170400
40,Yes,No,High Speed,Expired,Two year,0hrs,Disabled,33bdbffd-fe8e-4040-bc64-0621b4db9c6f,churn,0.0103937919999999,0,no_churn,-0.0431622431036794,-0.0058928247111362,-0.0123593365122633,-0.0776269722892357,0.0163166112502767,-0.121480856573999,-0.009776155596528,-0.0150443737427485,Male,76,No,No,Employed,Suburban,High School or Below,1671170400
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,66732c7a-87aa-4688-8934-88d4d81ed84b,churn,0.005161601,0,no_churn,-0.104440735506078,-0.0041742859861096,0.0107042358360467,-0.0307203365161058,-0.022538635369674,-0.170352851279713,0.0233168453563484,0.0291796112186239,Male,39,No,Yes,Employed,Suburban,Master,1671170400
28,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,26d2fa2b-e693-48ca-87ab-b5d04415f88e,no_churn,0.0786856,0,no_churn,-0.106917897432322,-0.0090123992750523,-0.0271680948798166,-0.0441352243033179,-0.0185451393392395,0.0318830035243263,-0.0240460095759044,-0.0277510566152523,Male,75,No,No,Employed,Suburban,High School or Below,1671170400
31,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,c6efcdfe-f608-4cf1-9d90-3344c959cd85,no_churn,0.107414685,0,no_churn,0.104184204195508,-0.0054165881566223,0.0285437207011636,0.0289128175378755,0.0849154775648457,0.109030305444003,-0.0578562660413263,0.0186601807084298,Male,74,No,No,Unemployed,Suburban,Bachelor,1671170400
56,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,29254d09-df3c-4f07-ab16-c2d55f64b639,no_churn,0.12242227,0,no_churn,-0.0475784937480602,-0.0026104559687701,-0.0102484901042407,0.0934281380442007,0.0321337454398963,-0.0552832471007968,0.0830650519226947,-0.0619323980513218,Male,76,No,No,Employed,Suburban,Bachelor,1671170400
71,No,No phone service,Low Speed,Expired,Two year,<80hrs,Active,7a0a86e4-39f7-4006-8155-5af6d30ed7e6,churn,0.011434487,0,no_churn,-0.0207920156369345,0.0760754189051203,0.0252165983869599,-0.0688546729842391,0.038909111114458,-0.107184661911051,0.0826240256929122,0.0449800491733003,Male,21,No,No,Employed,Suburban,College,1671170400
6,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,082938fb-2bcc-464f-9af1-82261b1745b6,churn,0.689612,1,churn,0.144129896893937,0.0005290555140527,0.0058620645078553,0.187830471257603,0.0640624971910801,0.0929461783622582,0.0106660118664422,0.0053524384262527,Male,32,Yes,Yes,Medical Leave,Rural,Bachelor,1671170400
67,Yes,No,High Speed,Expired,One year,100hrs+,Active,dce1ac0a-051d-471a-866a-1c2a1e3f818a,churn,0.05891075,0,no_churn,-0.156623634526604,-0.0044647356845598,-0.0401604264433444,-0.0385675268281556,-0.0241283511883739,-0.0618097371845215,0.0308270252996953,0.0359012340504159,Female,28,Yes,No,Employed,Rural,College,1671170400
14,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,d52b2500-738d-4ff2-ba66-e1253548b415,no_churn,0.0143191839999999,0,no_churn,-0.0013640774942268,-0.0052244269625043,-0.0271077601719116,-0.0387292281523241,-0.0737668619487521,-0.186356649797081,0.0371675417267215,0.0421886442770028,Female,24,No,Yes,Unemployed,Suburban,Bachelor,1671256800
41,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,72139a34-30df-4b8a-a3db-73e02f466272,no_churn,0.106553495,0,no_churn,-0.0565537921607028,-0.0013734212593772,-0.0801815062292917,-0.0146985348913949,-0.0173943261694512,-0.0639109860417193,0.0679963317994042,0.0595900830750179,Male,52,No,No,Employed,Suburban,Bachelor,1671256800
22,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,0d0a7bd0-362d-4233-a5ea-d63f22b23755,no_churn,0.15258954,0,no_churn,-0.0460528374829482,-0.0043720310772187,-0.0761833431526247,-0.10165362104256,0.0655674869181529,0.0666802814253242,0.0290704382934927,0.0935841422283374,Female,20,No,No,Employed,Suburban,Master,1671256800
2,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,aecb6e20-7dce-47fe-a588-9ec607286427,no_churn,0.2793573,0,no_churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Female,49,No,No,Employed,Suburban,College,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,8a45a912-0e09-44e2-b990-e6787be42432,no_churn,0.00530445,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,34,No,Yes,Disabled,Suburban,Bachelor,1671256800
72,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,201fc815-7ac3-4337-9470-f1cc148f0fa1,no_churn,0.0045431545,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Male,70,Yes,No,Unemployed,Suburban,College,1671256800
65,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,68328928-f352-437d-a476-b17a19d366e2,no_churn,0.015045837,0,no_churn,-0.0860185848988294,-0.0027710048632434,-0.008179923105672,-0.0199923530814157,-0.053019200591043,-0.1254773879812,0.000169457269053,0.0262628441418883,Female,78,Yes,No,Unemployed,Rural,High School or Below,1671256800
61,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,e6b14f1a-561c-4c81-84b3-1815ff4fbb54,no_churn,0.013572966,0,no_churn,-0.122492812881737,-0.0020848827190638,-0.0119124162247317,-0.0177979056552976,0.0321684049307987,-0.203100137991914,0.0362731773868836,0.0499204224272398,Female,71,No,Yes,Unemployed,Rural,College,1671256800
47,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,4ff75c5d-d018-4b4f-945b-c9e3c3c10925,churn,0.017329214,0,no_churn,-0.0553418933445937,-0.003811920024309,-0.0225002826206582,-0.0205000328080677,-0.0751881008521013,-0.127171194583643,0.011091128834123,0.024396144736529,Male,33,No,No,Employed,Suburban,College,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,460fba3e-9c0d-427a-8763-a46ffe919ed7,no_churn,0.006004563,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,35,No,Yes,Employed,Suburban,Bachelor,1671256800
64,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,352c898c-f4a2-4e10-bab6-7f66a56421ea,no_churn,0.011794843,0,no_churn,-0.087927357981689,-0.0060736387124234,-0.009515665670051,-0.0151705124816089,-0.0505435818104797,-0.133587271469296,0.014604071662834,0.019187803408754,Male,45,No,Yes,Employed,Rural,Bachelor,1671256800
71,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,d5d396aa-65e3-4243-93fe-40f065ab4357,no_churn,0.0071124425,0,no_churn,-0.126651377487233,-0.0020799761708258,0.0089417436238181,-0.0022747119590167,0.0076757822058243,-0.226123885510669,0.0251099077645631,0.046376365740416,Male,70,No,No,Employed,Suburban,Master,1671256800
68,Yes,No,Medium Speed,In_Store_Support,Two year,100hrs+,Active,5f2b96f2-bdd3-4798-98ac-6c3dae9d8eba,no_churn,0.016652174,0,no_churn,-0.0436397218639467,-0.0031160902291594,-0.0193277100478008,-0.0220978131905212,-0.0575350592770337,-0.138997615724948,0.009832926699928,0.0158549309874069,Male,48,No,Yes,Employed,Rural,High School or Below,1671256800
53,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,14edc7f3-0e0e-46db-9694-cf992fbd9940,no_churn,0.09594376,0,no_churn,-0.075812182142472,-0.0025767055430696,0.0297689370589068,-0.0242630539204037,-0.0561094052767657,-0.0977554808329296,0.0019151719390538,0.0158065664446621,Female,28,No,Yes,Employed,Suburban,College,1671256800
58,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,0dba5922-003e-4f15-835b-f9daa2b0b064,no_churn,0.010566126,0,no_churn,-0.0544491990988603,0.0224425056846416,0.0056700267869405,-0.0139245089955625,-0.0489590371897998,-0.220709082966946,0.0396139579331611,0.0312891822039114,Female,58,Yes,No,Unemployed,Rural,Bachelor,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,64af55ce-0391-4723-964a-f07e5e1d4018,no_churn,0.005170811,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,63,No,No,Employed,Suburban,Bachelor,1671256800
68,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,90364ef3-5c63-4ca6-bb73-5d48ae8aa640,no_churn,0.017121486,0,no_churn,-0.081748721356671,-0.0036519549769946,0.0036583166259697,-0.0666640515708331,-0.0392655039694545,-0.126837803521184,0.0177309694573114,0.0277525961130368,Male,63,No,No,Retired,Urban,High School or Below,1671256800
40,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,b527c757-a16c-40ff-9b0a-6045b7aa5a70,no_churn,0.08064928,0,no_churn,-0.205289153628892,-0.0122717122553149,-0.0508491204461461,-0.0301355337479071,0.047915848753073,0.0233831081974312,0.0189199994512091,0.0448242214390484,Female,57,No,No,Employed,Suburban,College,1671256800
26,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,07315113-bddf-47d4-82c3-8ee11b3c8526,no_churn,0.08878177,0,no_churn,-0.156466474737581,0.0117122070516597,-0.0735896051721283,-0.0381908150900108,0.0144344526041732,0.0538005270568373,0.031240497245526,0.0446997260053649,Male,62,No,Yes,Employed,Urban,Bachelor,1671256800
64,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,ad15ba76-3b9b-468b-9b59-df2d18f05eef,no_churn,0.052636117,0,no_churn,-0.115665557361936,-0.0044653438618843,0.0008224334079932,-0.0083627988443004,-0.124769325145407,-0.0513727312204628,0.0321576491525092,0.0326295200125559,Male,51,No,No,Retired,Suburban,Bachelor,1671256800
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,a11dc160-223e-4904-ba37-94c688490d1e,no_churn,0.0054977126,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Male,38,Yes,No,Disabled,Suburban,Bachelor,1671256800
8,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,66820bd8-8bbd-4040-9fea-353a4e397040,no_churn,0.012962038,0,no_churn,0.0390385325986881,-0.002506898390493,-0.0106762841033014,0.0106595659993217,0.0950504530051694,-0.223228856985543,0.0789477260860076,0.0736896092659662,Female,70,No,No,Medical Leave,Suburban,Doctor,1671256800
62,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,2e56e838-faed-4af9-a8df-a7f519ecdbdb,no_churn,0.053540204,0,no_churn,-0.0701370877752742,-0.0052907574555865,-0.0412105366051764,0.0064672353133664,-0.0854261130483064,0.0366159065244573,-0.0489746069807006,-0.06107018954679,Male,80,No,Yes,Employed,Rural,Master,1671256800
45,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,4ad16c05-c747-4b24-8603-93630d8b98dc,no_churn,0.05256782,0,no_churn,-0.0613151903628386,0.0555544376012858,0.0134942466068696,-0.0008905177045562,0.049779033481509,-0.0479184738654294,-0.010453157441475,-0.0172765297862179,Female,80,No,Yes,Unemployed,Suburban,Doctor,1671256800
52,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,4e96e9ca-aa90-4289-8251-a1b602a13dec,no_churn,0.03743643,0,no_churn,-0.0714904818414652,-0.0053491516400026,-0.0101567984607027,-0.0412237433334848,0.0071984137948129,-0.089305441397646,-0.0301823612338921,-0.0285165886688628,Male,75,No,Yes,Medical Leave,Suburban,College,1671256800
35,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,917d85c3-48f8-4ab7-a6a2-81b78c66c154,no_churn,0.0605648529999999,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,38,No,No,Employed,Suburban,College,1671256800
66,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,ebdcc45c-46f3-4e1b-8aef-d18aa6a60e67,no_churn,0.044582453,0,no_churn,-0.093061463744184,0.0075350368860654,-0.0050766350505591,-0.0179372389471245,0.0067405882370894,-0.10609288377349,-0.0185502716485689,-0.0225832850727829,Female,29,No,No,Employed,Rural,Bachelor,1671256800
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0d486d13-72b5-4ce3-b948-05a8197724e7,no_churn,0.39578396,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Female,61,No,Yes,Employed,Suburban,College,1671256800
18,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e0e5e2f1-f328-4556-b03d-d98052b28928,no_churn,0.16076832,0,no_churn,-0.0084542822284947,-0.0060066560650739,0.0040135926952916,0.0023386264878718,0.0202684786391,0.062351802617286,-0.0284005362495827,-0.013683653254211,Male,56,No,Yes,Unemployed,Rural,High School or Below,1671256800
23,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,e1585c77-99e4-4ca4-ad8e-ed561d807391,no_churn,0.0510184359999999,0,no_churn,-0.0917206970352344,-0.0041321210639762,-0.0160086030155798,-0.0245363469688709,0.0075627820545196,-0.0590363818093464,-0.0300893721021384,-0.0510654125756082,Male,70,No,Yes,Unemployed,Rural,Master,1671256800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cc6d9ba1-c813-48df-88cb-23570587eb76,no_churn,0.44838983,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,34,No,No,Retired,Suburban,Bachelor,1671256800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e00513f9-b370-45de-9c51-ed7d9c9d5a74,no_churn,0.255325,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,32,Yes,Yes,Disabled,Rural,Bachelor,1671256800
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,93357983-95cc-4afc-9d95-61253cb92512,no_churn,0.2706707,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,69,No,No,Medical Leave,Suburban,Master,1671256800
3,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,674f74e2-c489-4766-8108-4aa32a411523,churn,0.450269,1,churn,0.108305541592704,0.0374283293881853,0.0088722260225767,-0.110217631466253,-0.0447886005662212,0.0943862039643727,-0.0297432100694823,-0.0374408593718271,Male,73,No,No,Employed,Suburban,High School or Below,1671256800
18,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b5040a64-5bc1-4a74-a617-10ba3a023639,no_churn,0.35245377,0,no_churn,-0.030481991531542,0.106478194156762,0.0421329568300143,0.0369589112128505,0.0254657860675797,0.102661386884806,-0.0402019468484877,-0.0337894438868443,Male,34,No,Yes,Employed,Suburban,High School or Below,1671256800
53,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,1fa484cd-6d48-4187-9c72-5eeb428c9571,no_churn,0.010331501,0,no_churn,-0.0534276805439185,-0.0032861490940922,-0.0137977827289523,-0.0138824444349666,-0.0577472896799645,-0.0902076239297275,-0.0117394129613239,-0.0159377686036987,Female,52,Yes,No,Employed,Suburban,Bachelor,1671256800
19,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3b3849f4-ff00-4281-9c29-27d3405c69d4,no_churn,0.09073529,0,no_churn,-0.0526891629652709,-0.007144461650605,-0.0301109275590079,-0.11083067210443,0.0180203103242365,0.0419501612224212,-0.0619626197686466,-0.0662587796361731,Male,63,No,No,Employed,Urban,Master,1671256800
4,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,64471af1-7e3d-4c1a-8b5d-06a2e9b425bf,no_churn,0.44338217,0,no_churn,0.0787543942860656,-0.0112426136399517,-0.0378800518101707,-0.109607622335479,-0.130874069052597,0.0642111513366853,-0.0342703460118536,-0.0244275985938293,Male,40,No,No,Unemployed,Suburban,Bachelor,1671256800
59,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b7d1648b-6071-4aa4-ac21-66e11f3262a7,no_churn,0.13015431,0,no_churn,-0.100649846348479,-0.0054295713749706,-0.0157424771304067,-0.0397455626863848,0.0062023947004308,0.0365392458633687,-0.0548666996757856,-0.0453336349791243,Male,71,No,No,Employed,Suburban,Bachelor,1671256800
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7e118c0d-0ada-4857-9702-0dda3ad0f875,churn,0.04727317,1,churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Male,32,No,Yes,Employed,Suburban,High School or Below,1671256800
33,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,684bb984-b162-4186-87c5-b57ffa7a67a4,no_churn,0.0153849689999999,0,no_churn,-0.038337274469186,-0.0036326983754042,-0.0122023786721183,-0.0552698174960369,-0.031415976007247,-0.0993970626490772,-0.0137119038173659,-0.0150590404805507,Male,43,No,Yes,Retired,Urban,College,1671256800
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1641b8d5-1548-4f1c-849d-0f68ed1869ec,churn,0.16724868,1,churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,30,No,No,Employed,Rural,High School or Below,1671256800
58,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,a1087988-a09c-424f-8a68-b52dc9ba8a37,no_churn,0.018331213,0,no_churn,-0.0266449487257978,-0.0029940317295404,0.0026030555319448,-0.006025354331914,-0.0085301833829907,-0.144645835222,-0.0108521362696683,-0.0119367159411694,Female,41,No,Yes,Unemployed,Suburban,High School or Below,1671256800
60,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,dcb115f1-a1b9-462b-9ac3-6944b5d7a0f0,no_churn,0.0174824669999999,0,no_churn,-0.0641320861708618,0.0061386258072434,-0.0044919601482342,-0.0249388190932904,-0.0301382248405207,-0.127300628745097,-0.0133064505304764,-0.010856608624872,Male,58,Yes,No,Employed,Urban,High School or Below,1671256800
24,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,9bfd7b0c-73ac-4786-af18-26ead7e23b84,no_churn,0.21840431,0,no_churn,-0.105834454132419,-0.0167304146254537,-0.0553483909300666,-0.0213827383743773,-0.0623735971894529,0.028993594178537,-0.0093486607168051,0.032998510941652,Female,63,Yes,No,Employed,Rural,College,1671256800
62,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,dd4d9cdf-a186-4c58-80b7-d605ddc8d015,churn,0.07176972,0,no_churn,-0.113653809719453,-0.0023555602463966,0.0030683849772321,0.0111931119356086,0.0368361160682616,-0.244045041926893,0.0442573979515691,0.055673248706189,Female,47,No,No,Employed,Suburban,High School or Below,1671256800
12,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,c8e60f0b-9606-4ba8-994b-b27276033ec7,churn,0.7513472,1,churn,0.100111511592445,-0.0023688217900507,0.109363062510538,-0.0085595089988373,0.0739972403091451,0.108014209265839,0.0322043723054048,0.0629260762035664,Female,60,Yes,Yes,Employed,Suburban,College,1671256800
64,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,8d2e95c7-2992-429e-a558-3f963fe5dbc7,no_churn,0.107269816,0,no_churn,-0.115665557361936,-0.0044653438618843,0.0008224334079932,-0.0083627988443004,-0.124769325145407,-0.0513727312204628,0.0321576491525092,0.0326295200125559,Female,61,No,Yes,Employed,Suburban,Bachelor,1671256800
62,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Active,2dda9241-76dd-4a4a-af45-a9b14902d26c,no_churn,0.07574582,0,no_churn,-0.0559260109999377,-0.0015422292901712,0.0073835356258859,0.0410065081834727,0.0701952536027238,-0.187971363309716,0.0542243927989511,0.0586037637475419,Male,63,No,No,Unemployed,Suburban,Bachelor,1671256800
69,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,3b09a048-edf3-4e10-8909-bb1e4680de09,no_churn,0.07518663,0,no_churn,-0.0428491661635598,-0.0023421341981884,0.0165717926890556,-0.0740933117922486,-0.0464359844420323,-0.155237662080053,0.0502780612953938,0.0350822511530532,Female,68,No,No,Employed,Suburban,Master,1671256800
52,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,a2d6a4c6-a0d4-469c-89fb-22b235295bb3,churn,0.23991215,1,churn,-0.033115384612447,-0.0111104731910381,-0.0204517252913183,-0.0052192503333481,-0.0137112776741332,-0.04988010090236,0.0012939331820052,0.0544181288384743,Male,33,No,Yes,Employed,Suburban,College,1671256800
25,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,b3c34b59-8b3d-46b8-82f9-bebf92fc0d3e,no_churn,0.13633133,0,no_churn,0.0506368897013635,-0.0018125697573123,0.0109499380284614,-0.0167736465252346,0.0748451821473827,-0.222403201346233,0.0588855879070433,0.0606456685576995,Female,78,No,Yes,Employed,Suburban,High School or Below,1671256800
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,cc6da4b4-1f89-43af-8adf-485eeb7706a4,no_churn,0.04437108,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Female,72,Yes,No,Employed,Rural,Bachelor,1671256800
67,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,d1d1a02a-f0a4-4fb5-9b98-79fdf8a5221a,no_churn,0.12074151,0,no_churn,-0.0105987808204918,0.0024373881924475,0.0639022012386067,0.0445140022823852,0.0274641922631235,0.0075954865824132,0.153749106336227,0.0719102598921472,Female,24,Yes,No,Employed,Urban,Bachelor,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,c5eccfdb-b030-45aa-9b23-8c6f2299c631,no_churn,0.008930212,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,35,No,Yes,Employed,Suburban,High School or Below,1671256800
16,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,39b19dd4-0194-4d81-b656-9ce01f95740c,churn,0.5335797,1,churn,0.140586647747732,-0.0021437161625271,0.0499338014996101,0.0515065247027359,0.101762467345761,0.147712266818789,0.0763730870400831,0.0683380155370105,Female,40,No,Yes,Medical Leave,Suburban,College,1671256800
46,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,44ae7362-728b-47fc-b72f-35bb36251ee2,no_churn,0.23049836,0,no_churn,-0.214877860027364,-0.0027101696388854,0.0210093626348771,-0.0542386668425388,-0.0243017645775853,0.0601272086490644,0.0249538632896565,0.0310118711905306,Male,61,No,Yes,Employed,Suburban,High School or Below,1671256800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,ec99a124-aeab-4b58-8974-5fe324c4e0e4,no_churn,0.01606381,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,25,Yes,No,Employed,Suburban,Master,1671256800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,46b579f0-b6f6-4467-9d19-3b0200342c1c,no_churn,0.025313405,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,26,No,Yes,Employed,Urban,College,1671256800
59,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,b9e91f98-3ed4-4140-ac8c-69f80ae0410f,no_churn,0.10367662,0,no_churn,-0.053136220577071,-0.0017722206594407,0.075643660242622,0.104878544725052,0.0532255603625708,-0.0102092844977778,0.0782914062127383,0.0740524063866541,Male,59,No,No,Employed,Suburban,Doctor,1671256800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,73deff07-13d9-4a50-9ec0-f25e60382ad5,no_churn,0.13448447,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,79,No,Yes,Employed,Suburban,College,1671256800
61,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,48ea7db0-5a5d-413d-ac22-3ba9574eefd5,no_churn,0.063210726,0,no_churn,-0.111354468662548,-0.0022769064982821,-0.0090207904171893,-0.0362299780852845,-0.0137009416168439,-0.0485952022702531,-0.0171701060733903,-0.0063444247396546,Female,80,No,No,Retired,Suburban,College,1671256800
69,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,ffc88fe5-a6f3-44ba-9d3b-ad307a6b5c9e,churn,0.4322744,1,churn,0.0842642253962321,0.0006839689465869,0.0993253382393277,0.14401617614827,0.0507558706210511,-0.0068617541690264,0.176276978806745,0.082513057619235,Female,25,Yes,Yes,Employed,Suburban,High School or Below,1671256800
31,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,66dbde7c-cee6-4796-9284-5317a351b414,no_churn,0.071539015,0,no_churn,-0.0400858342177116,-0.0033840665560273,0.0178346748817011,0.0417867135107735,-0.0042558680999172,-0.149965989983921,-0.0258533448525668,-0.0651024343947483,Male,58,No,Yes,Employed,Suburban,High School or Below,1671256800
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,8fbb65ce-44ca-4f35-a985-9d630195b570,no_churn,0.017794244,0,no_churn,-0.0965766116029408,-0.0024235979126751,0.0148606131701262,0.051391232625001,-0.0077969230896542,-0.102994310152444,-0.0053416571539764,-0.0094782311878407,Female,47,No,Yes,Employed,Suburban,College,1671256800
15,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,de3e76cf-f2d5-4ef0-8e78-0d8f41715a28,churn,0.71545047,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,64,Yes,Yes,Unemployed,Suburban,College,1671256800
51,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,b356bebd-7742-42d4-a76e-30c53076f734,no_churn,0.041663155,0,no_churn,0.0710887940377506,-0.0032286411617769,0.0999085308637359,0.111263767550572,0.069614181454649,-0.147477177493206,0.0051007717153152,0.0078003139745032,Female,60,Yes,Yes,Employed,Suburban,College,1671256800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,eea36858-b04a-4d62-8a6a-95a71e3b70c2,no_churn,0.009191505,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,40,Yes,No,Unemployed,Suburban,Bachelor,1671256800
44,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,ac2b4c50-61f5-4feb-9e38-7448f4987aff,no_churn,0.15459353,0,no_churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Male,39,No,Yes,Employed,Suburban,College,1671256800
22,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,00aac39d-eb4e-49f7-842f-b7f2fb5981e4,churn,0.32546505,1,churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Female,66,No,Yes,Employed,Suburban,Master,1671256800
9,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,a726f5b9-e2de-46ca-870f-13af122ea7e4,churn,0.5778905,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,61,No,Yes,Unemployed,Suburban,Bachelor,1671256800
47,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8939291c-1497-4eab-a46b-e05b4a0cd87a,churn,0.4030543,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,27,No,No,Employed,Suburban,High School or Below,1671256800
28,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,fb99e21b-9cd3-40ba-87e9-0c438f14bfbd,no_churn,0.0831766,0,no_churn,-0.0670182770742667,-0.0034637683631444,-0.0200767729986364,0.0460995155423006,-0.0203374724289278,-0.157200343434715,-0.0209921709112313,-0.0260368628789729,Male,60,Yes,Yes,Employed,Urban,Bachelor,1671256800
1,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,4e80e92f-080e-43e4-9078-8a48d41197c5,churn,0.89666253,1,churn,0.286908693510745,0.0132669555651364,-0.0091434313354011,-0.0595201595885282,0.0198723918429277,0.152218537605381,0.108006482667811,0.101864377918873,Male,61,No,No,Unemployed,Urban,College,1671256800
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,e242cd96-5c7a-4ad3-8e14-56a38904348d,no_churn,0.17535888,0,no_churn,-0.050099753653094,-0.0047821835900685,-0.107538785799616,-0.0690490156118812,-0.134896258596364,0.0546404685810739,0.0606081101102245,0.0220912661172587,Male,52,Yes,No,Employed,Suburban,Bachelor,1671256800
63,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,9a46ba0b-8004-4d58-a5f2-6c86fe8e3cd2,no_churn,0.0141197789999999,0,no_churn,-0.0683731900000657,-0.0029182567181123,-0.0086463884222484,-0.0170077017160838,-0.0512361982032052,-0.157246466318866,0.0154276961398863,0.0209743523298675,Male,24,No,Yes,Employed,Suburban,Bachelor,1671256800
52,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,4c4fe94e-75bf-4a3a-988b-00a94eb85653,no_churn,0.06369032,0,no_churn,-0.0177014711753827,-0.0058363651653053,-0.0592514219628219,-0.0032639326707248,0.0508496661724802,-0.136668784600038,0.0345624299717383,0.0632837294905857,Male,46,Yes,Yes,Employed,Suburban,College,1671256800
41,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,61759066-4ca4-4751-8d03-d8285af7c7e7,no_churn,0.46598077,0,no_churn,-0.0478713750112137,0.031878868337103,0.0155257021070383,0.0099462426158606,0.0467989436140669,0.075517663483788,0.0419337643533663,0.037244043040564,Male,27,No,No,Employed,Suburban,Bachelor,1671256800
58,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,b9ec40f5-3f8c-46c3-8e72-9e181df28c70,no_churn,0.04799225,0,no_churn,0.0892668496670558,0.0003501118688654,0.0250710505396091,0.0453163177057831,0.134692879555187,-0.148815836180902,0.147421351730864,0.0985163681793892,Male,68,No,Yes,Unemployed,Suburban,Bachelor,1671256800
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,9dba0f05-b31b-4990-a9a2-d0d078be4120,no_churn,0.40799218,0,no_churn,0.12531086945859,-0.0018875235846644,-0.0361092170270058,-0.0689575475303899,-0.175579882633283,0.0701194296639914,-0.0126679832795707,0.0357457008192068,Male,45,No,No,Unemployed,Urban,High School or Below,1671256800
71,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,b508de3c-1c04-4811-9d77-e6b8009ab2dd,no_churn,0.2138579,0,no_churn,-0.155163802555053,-0.0266228424728706,-0.0251256167758629,0.0079142239572365,0.0515597896900453,0.096739439444027,0.0358571286783535,0.0658155283667656,Female,28,No,Yes,Unemployed,Suburban,College,1671256800
65,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,420a8422-c13e-4792-91d0-5f09fe42373b,no_churn,0.016101493,0,no_churn,0.0232939775197337,0.001783813443908,0.0192312082031458,-0.0471374089073833,-0.0035720980225596,-0.067370066539006,0.0567497708320297,0.0579946543698679,Female,27,No,No,Unemployed,Rural,Bachelor,1671256800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,72bd2a04-022a-4ef8-a8d3-2ab755928568,no_churn,0.6748972,1,churn,0.11737812633417,-0.0159894548086958,-0.105141134601054,-0.0666311461396435,-0.185648727154676,0.0633038040301471,-0.0389465489963731,-0.021517737010472,Male,44,No,Yes,Employed,Suburban,High School or Below,1671256800
3,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,fddbc7d0-dd43-4603-81c9-f7c2ad985a3b,no_churn,0.78643006,1,churn,0.11732038472388,0.0126761568840811,-0.0196191129474664,-0.001211650713958,0.0637610256761672,0.106809223240798,0.0505165123846745,0.0535824244878858,Male,35,No,Yes,Employed,Suburban,College,1671256800
3,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,8f97d2f1-19bf-4eaf-b6ab-de8f24f0cde5,no_churn,0.043579973,0,no_churn,0.0392044469179563,-0.0057216672255526,-0.0236470179686057,-0.065945203362844,-0.0163429661576174,-0.127023123407307,-0.0320687244498003,-0.0374818965393296,Female,51,Yes,Yes,Employed,Suburban,High School or Below,1671256800
61,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,2872b891-d672-40a4-a704-3d7196564f87,no_churn,0.015616366,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Male,26,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
59,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,17c1c6b5-4674-4bb0-a2e3-00f7c2455bad,no_churn,0.020378688,0,no_churn,-0.023914085049264,-0.0027609563239821,-0.0017714013827571,-0.0113135500796943,-0.0118645275909693,-0.154656819949741,-0.013081093221017,-0.0096637165114361,Female,44,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
9,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,5da1f89c-2399-4c49-b9e2-110220862a97,no_churn,0.046600107,0,no_churn,-0.0049803008426806,-0.0062846293145776,-0.0201445947696083,-0.0478877783459574,-0.03098163576572,-0.10667074097184,-0.0226248857209975,-0.0294515864641834,Female,75,No,No,Unemployed,Suburban,Bachelor,1671256800
28,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,973b4d48-97f6-416d-a486-4b26075449b1,churn,0.34089142,0,no_churn,-0.108946141301221,0.0944195973898149,0.0275272327631637,-0.0173900221673193,0.0025343539303503,0.081461117218746,-0.0279736360096512,-0.030658651073636,Male,71,No,Yes,Medical Leave,Suburban,High School or Below,1671256800
55,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1bcf66cb-7af9-4e04-a086-a392a34d29ea,no_churn,0.21559091,0,no_churn,-0.0848117568921679,-0.007286105859257,0.0121999589422921,-0.0093034419614923,-0.113293822103087,0.0260836393517911,-0.0349193899517013,-0.0276952330359745,Male,80,No,No,Unemployed,Urban,College,1671256800
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ab6e91d2-78db-48c5-852f-0375c34ce295,churn,0.14501601,1,churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Female,30,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,66228c0f-8dfa-48d0-bbc3-8cada8f4e35b,no_churn,0.006306749,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Male,28,No,Yes,Employed,Suburban,Bachelor,1671256800
37,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ea2f3499-10ff-452e-be5d-c242daebec5e,no_churn,0.054264594,0,no_churn,-0.107790394810618,-0.0188829950493163,-0.0767063133053216,-0.0386549406923677,-0.0364950228524048,0.0480666459126314,-0.0166179338759593,-0.0219451946880326,Female,53,Yes,No,Employed,Suburban,High School or Below,1671256800
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,01097d40-b35a-4fb4-ad35-c7dea9e4b23a,churn,0.40092763,1,churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Female,80,No,Yes,Medical Leave,Suburban,Master,1671256800
15,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,46b8e5e8-f2dc-431b-9a35-998d92b30dee,no_churn,0.0304212229999999,0,no_churn,-0.0045225792141354,-0.006068179023423,-0.0367726204631981,-0.027621787620119,-0.0427332723083145,-0.0996614600080829,-0.0210836769449633,-0.0305625769335529,Female,49,Yes,Yes,Employed,Suburban,College,1671256800
68,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,793fb3ae-34c5-4330-a412-1fb9d91767e7,no_churn,0.008456011,0,no_churn,-0.0614203654643461,-0.0037060325556376,-0.0143773516941837,-0.0182693018839381,-0.000219495494839,-0.11634013835197,-0.0249788759849616,-0.0297145911534426,Male,72,No,No,Unemployed,Suburban,Bachelor,1671256800
3,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,aa61d564-ae95-40f7-ade1-1399fdd2af83,no_churn,0.012051412,0,no_churn,0.0687705315535777,-0.0044459788167296,0.0303642277491417,-0.0312095322718323,0.0250319014549131,-0.244411254231418,-0.0197454677477071,-0.0233805787811798,Female,40,No,No,Employed,Rural,Bachelor,1671256800
26,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,74b3e317-b9f8-4246-b8cb-1c255b409ada,no_churn,0.026203657,0,no_churn,-0.0666734530157282,-0.0046178832989244,-0.0399755034043028,-0.021963998081992,-0.0247974504800095,-0.0718303173515778,-0.0177389015424887,-0.0214286454858756,Female,53,No,Yes,Employed,Rural,Master,1671256800
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,402a1e78-1925-40b2-9756-590bab48d79c,no_churn,0.10547379,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,37,No,No,Employed,Urban,High School or Below,1671256800
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,55d9eaca-d2f3-4ae1-a074-d5791e732c9a,no_churn,0.087089665,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Male,39,Yes,No,Unemployed,Urban,College,1671256800
26,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,1ac971b7-882c-411c-9976-a4729226644f,no_churn,0.020773316,0,no_churn,-0.0955793418198754,-0.0038899139724162,-0.0156691466846768,-0.0303100345368966,-0.030857002019602,-0.0515663646209668,-0.0176115718616347,-0.0235427751740598,Female,33,No,Yes,Employed,Suburban,Bachelor,1671256800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,00fb0fcc-f30a-4f48-8406-168af0103d3d,churn,0.55367124,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,33,Yes,Yes,Employed,Rural,Master,1671256800
40,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2eebe989-6b93-402a-8193-2c8e4508b8ef,no_churn,0.1093938,0,no_churn,-0.0958329450100518,-0.0201119189006931,-0.009525688209851,-0.0301060103496092,-0.114508766739764,0.037363512670372,-0.0193545843640458,-0.0169497499554927,Female,27,No,Yes,Employed,Suburban,College,1671256800
38,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,2759bf16-e60b-4556-9b0e-0fa892ff6898,no_churn,0.04169057,0,no_churn,-0.0468915055935576,-0.0068625778808564,-0.0062715990481274,-0.0479227448020583,-0.0010141431249167,-0.0945331000082887,-0.0224171068322903,-0.0385679205809719,Female,31,No,Yes,Employed,Suburban,College,1671256800
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a14c61cc-37f2-46d9-818c-b390d55932b0,churn,0.48151094,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,57,No,Yes,Employed,Suburban,Master,1671256800
33,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5103623d-5b79-401b-a893-f608ade6bb73,churn,0.12501927,0,no_churn,-0.0945029605843774,-0.0094435124762958,0.0040552031573633,-0.0764125346303899,-0.0524925151585421,0.0322426541253389,-0.0292166055108646,-0.0432558813631749,Male,28,Yes,No,Disabled,Urban,Bachelor,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,818af7c5-f428-4a2f-8bcd-606919d5bd80,no_churn,0.31449354,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,41,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
60,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,e97909d6-6d54-445d-ac34-9c08c36cce8e,no_churn,0.011764142,0,no_churn,-0.043885505143935,-0.0035077624906625,-0.0113083207939052,-0.0232578822027062,-0.023544354130172,-0.136455404325206,-0.0131870350411463,-0.0138798866032811,Male,46,No,No,Disabled,Suburban,High School or Below,1671256800
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,8c774432-c0cd-4f74-bc31-3ca669eb286f,no_churn,0.0083792405,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Female,67,Yes,No,Employed,Rural,College,1671256800
20,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c84afaa2-dbf6-4cd3-b4d6-dd4ef2daced0,no_churn,0.06482263,0,no_churn,-0.0943178325674489,-0.0184398287081967,-0.0216116550000879,-0.0561134824890723,-0.0425401987476288,0.0382848447613196,-0.0336257470009331,-0.0306622513499132,Female,51,No,No,Employed,Urban,Bachelor,1671256800
71,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,5621b815-6df8-455a-b026-85bc5c1ae1ae,no_churn,0.0027474184,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,49,Yes,Yes,Unemployed,Suburban,College,1671256800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a4debe73-1f56-492b-b080-cb8a90bae882,no_churn,0.006647004,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,55,Yes,Yes,Unemployed,Suburban,College,1671256800
36,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,7aa8047d-62e2-4cb0-b4ff-b7c324d7ef21,no_churn,0.08893605,0,no_churn,-0.053440872297333,-0.0040266533339081,0.0032300992282716,-0.0392257456088918,-0.0256677900805016,-0.0701156287058529,-0.022219023837988,-0.056310537718673,Male,68,Yes,Yes,Employed,Suburban,Master,1671256800
8,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,ad3f3748-5856-47bc-bfce-3187d65bb03e,no_churn,0.011927215,0,no_churn,-0.0037011712809817,-0.0047647880989097,-0.0126315093011999,-0.0348499681232897,-0.0298628911472224,-0.138300127979555,-0.019023534406715,-0.0192254942178897,Male,36,No,No,Employed,Suburban,College,1671256800
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f28e5be3-6177-4870-b2b6-5b68034635a8,no_churn,0.6599573,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,44,Yes,Yes,Unemployed,Rural,High School or Below,1671256800
18,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,56028cdc-4636-4d3e-b597-e55b269b613b,no_churn,0.025884734,0,no_churn,-0.0442372723152675,-0.0062038938474142,-0.0349290395292337,-0.0182056647268836,-0.0002607025767338,-0.0830251998611402,-0.0405118159476114,-0.0416525644950616,Male,43,No,No,Retired,Suburban,College,1671256800
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ab360b1a-2364-4948-9ea6-a6eeb9c2c625,no_churn,0.24415621,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Male,32,No,Yes,Unemployed,Suburban,High School or Below,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cb3edfcd-6d47-4ea3-90a6-3b1a2cb89af5,churn,0.6040357,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,45,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
11,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b666e3c1-e1ad-4ea1-afcf-9debba1431a4,no_churn,0.21106233,0,no_churn,-0.0323613280964491,-0.0070196624349955,-0.0323399159960354,-0.0613402958320875,-0.0427430499526417,0.0528508342708755,-0.031715151452754,-0.0250242475407139,Female,34,No,No,Employed,Suburban,Bachelor,1671256800
48,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,0e1550f9-6b50-4f98-8791-b7b7dfee63b0,no_churn,0.012469632,0,no_churn,-0.0460255331653024,-0.0049118420932063,-0.0138779677235652,-0.0399460969309438,0.0066162123558206,-0.104843540890088,-0.0262843997196978,-0.0397529844010205,Female,25,No,Yes,Unemployed,Suburban,College,1671256800
72,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,5b94b8c6-5c1d-4446-a229-a6a77492f313,no_churn,0.0020017275,0,no_churn,-0.0631905368447428,-0.0034431213215248,-0.0116582619308974,-0.0188187082883041,-0.0157903111913674,-0.131200954998817,-0.0115601029773733,-0.0133641551146411,Male,71,No,No,Disabled,Suburban,Bachelor,1671256800
13,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,9cf26b56-733a-4cb9-8c13-fef0c4cd99ef,no_churn,0.010671368,0,no_churn,-0.0019147256998257,-0.0051392873529039,0.0168192914765495,-0.0263793458664622,-0.0287754613760262,-0.179486699714053,-0.0246790077707373,-0.0194709164347477,Female,35,Yes,Yes,Employed,Rural,Doctor,1671256800
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,32438ca1-ab68-4ea9-ae3b-264ce98e15f1,churn,0.4575366,1,churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Female,53,No,Yes,Employed,Urban,College,1671256800
35,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,cf702b48-a349-4c88-a3bd-73e3a53ddc53,no_churn,0.008507477,0,no_churn,-0.0455066569625796,-0.0046713790168905,0.0035463647449159,-0.0321931955389845,0.0120108776398046,-0.125463522096752,-0.0367145948522193,-0.0400340459546168,Female,20,No,Yes,Employed,Suburban,College,1671256800
9,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,abf62843-80b1-4bff-8943-7e7a5571dcc2,no_churn,0.011005788,0,no_churn,-0.0057803968447024,-0.0043740995250846,-0.0135662086470438,-0.0329017337275945,-0.0341073190314546,-0.144076807385554,-0.0161003450779026,-0.0181192422644198,Male,62,Yes,No,Unemployed,Urban,College,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,27c46dd1-6ba2-4aab-ba78-1a05b309acb2,no_churn,0.6303459,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,46,No,No,Disabled,Suburban,Bachelor,1671256800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d00d80f2-2f18-4447-bbca-9db0f4f887d5,churn,0.46106103,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,80,Yes,Yes,Unemployed,Suburban,College,1671256800
16,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,3688f50b-ebc2-45bc-b39d-0618a1bf2612,no_churn,0.034090526,0,no_churn,0.0091154507924784,-0.0041918805033492,-0.0309087901425846,-0.0163005874370173,-0.0319714103857677,-0.143701976254743,-0.0222935428880191,-0.0287734145359809,Female,53,Yes,Yes,Unemployed,Rural,Bachelor,1671256800
33,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,beff93d0-3d21-4434-b547-c2e3b2ee4197,no_churn,0.052153487,0,no_churn,-0.0461111299547383,-0.0048113090548713,-0.0036799365043771,-0.103317012556035,0.0413148571949386,0.0439478768019034,-0.0538079682856869,-0.0575615307263251,Female,77,Yes,No,Unemployed,Rural,Bachelor,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ceefecd0-525c-4f91-af8d-3be4b8109209,churn,0.62904423,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,64,No,No,Employed,Suburban,College,1671256800
39,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,d927649d-880d-41fc-94e4-37ff2bed62dc,no_churn,0.015922708,0,no_churn,-0.025044374117333,-0.0076133800493062,-0.0025107689546985,-0.0939902579108911,-0.0054421730678768,-0.0794087430660511,-0.0211455472907255,-0.0338709081915112,Female,78,No,Yes,Employed,Suburban,High School or Below,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,174901b3-d461-43e2-b009-ad3ab1ce7d30,no_churn,0.6171868,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,66,Yes,No,Retired,Suburban,College,1671256800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,aafa87a0-8534-425f-86fc-2ba5068689bd,no_churn,0.0023266089,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,27,No,Yes,Employed,Suburban,Bachelor,1671256800
72,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,141870cb-33be-432e-a373-4bd1d2baa10c,no_churn,0.0017776585999999,0,no_churn,-0.0786412172661403,-0.0039566961195305,-0.0106974367856855,-0.0202068396298727,0.0002683731199431,-0.112404840981817,-0.0197156683507819,-0.0236718268840377,Male,56,No,No,Unemployed,Urban,College,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,451817f7-0d06-4c7a-a5a2-689caf9ef5ba,no_churn,0.5701121,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,61,No,Yes,Unemployed,Rural,Bachelor,1671256800
70,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,f5b909dd-7bb3-4d5b-b6d1-a4dd3d2fee95,no_churn,0.0046025523999999,0,no_churn,-0.0113372221989175,-0.0020755139468565,0.0157539822228318,-0.0524499804886727,0.0077939884422994,-0.078447404180988,-0.0093799851684525,-0.0105283144199893,Male,22,No,Yes,Employed,Suburban,Master,1671256800
46,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,dc34b744-a8bc-4f3d-a335-adda6b327e6f,no_churn,0.0071555865,0,no_churn,-0.005213329693388,-0.000470241695184,0.0133582168254997,-0.0062983046912268,0.0184056237781896,-0.0423941926402767,-0.0081242338154515,-0.004260825161009,Female,41,No,No,Employed,Rural,Bachelor,1671256800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a04466f3-e4a0-4cb9-8b8a-25f7ff0bb0a8,churn,0.54367065,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,79,Yes,No,Employed,Urban,College,1671256800
59,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,3e62c819-01a9-4144-926a-90057df2752d,no_churn,0.010776807,0,no_churn,-0.023914085049264,-0.0027609563239821,-0.0017714013827571,-0.0113135500796943,-0.0118645275909693,-0.154656819949741,-0.013081093221017,-0.0096637165114361,Male,33,No,Yes,Employed,Suburban,Bachelor,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5998133a-aad3-4fb7-b9d4-6fa72a840fd8,no_churn,0.51666427,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,35,No,No,Employed,Urban,Doctor,1671256800
42,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c1a5ab91-72c9-4129-8c3e-df157a982205,no_churn,0.20632535,0,no_churn,-0.038316439503742,-0.0548483943504106,-0.0155216230088899,-0.100960606531644,-0.0426446307210426,0.0510953279308341,-0.0219381491618605,-0.0358916351399602,Male,23,Yes,Yes,Disabled,Suburban,High School or Below,1671256800
11,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,28eed160-12f2-4c9b-8702-900ce329d76e,no_churn,0.03595809,0,no_churn,-0.0099358011463846,-0.0090744815293328,-0.0141005807345027,-0.0418473632391396,0.0259629038438834,-0.0709044612000252,-0.026984537393746,-0.0421418304372491,Female,31,Yes,No,Unemployed,Suburban,Bachelor,1671256800
67,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,4b68228e-23f0-4062-98ef-463324093e68,no_churn,0.011017545,0,no_churn,-0.0550606074461211,-0.0036756714447619,-0.0172718959937628,-0.0197622349818084,-0.0002034495499901,-0.116597162000708,-0.0267693440819493,-0.0296857872879081,Female,79,No,Yes,Medical Leave,Suburban,Bachelor,1671256800
42,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c21eddd9-300f-4d58-b5d7-4eec505fb8f7,no_churn,0.18115781,0,no_churn,-0.062861650239829,0.0733055896648693,0.0312622375651335,-0.0009764010807066,-0.0397733348129713,0.0728378974667793,-0.0101858307606198,-0.012634655264128,Male,52,No,No,Employed,Suburban,College,1671256800
26,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,34858ee6-1b16-4885-861c-e0aeb002c1e7,no_churn,0.050357603,0,no_churn,-0.0623876613547508,-0.0044631223663236,-0.0269498946595922,-0.0255711690576754,0.0089126366254367,-0.0765350717342789,-0.0394769575259761,-0.0425549137924372,Male,55,Yes,No,Employed,Suburban,High School or Below,1671256800
56,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2c2b2dd7-40af-41e2-bb9e-6791e7ae0beb,no_churn,0.0241693929999999,0,no_churn,0.0040043917576622,-0.0030984011210421,0.0132402550363985,0.0066707274708824,-0.0025531001037415,-0.222005366387111,-0.0346652709964837,-0.0306193867336514,Male,63,No,No,Unemployed,Urban,College,1671256800
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef1d05ea-e9aa-4f02-84b9-edeb6774f03b,no_churn,0.22162636,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Male,53,No,Yes,Employed,Suburban,High School or Below,1671256800
60,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,53f1a2b1-82b8-40be-aad9-62e3f0fbc950,no_churn,0.00692434,0,no_churn,-0.0561285779140234,-0.0039680920775572,-0.0102306318351293,-0.0270645601545402,-0.0052444435887809,-0.110848204789327,-0.0293850799806568,-0.0261565619024804,Male,66,No,Yes,Employed,Suburban,Master,1671256800
55,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,28144881-5b62-4625-97f3-7d030f6ad32b,no_churn,0.2331006,0,no_churn,-0.153368542960188,0.0212924706959893,0.0044902273335901,-0.0704332972491829,-0.0314073185311735,0.0363169680000783,-0.0334868160367523,-0.0424298435719356,Female,74,Yes,Yes,Employed,Suburban,Master,1671256800
11,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,07c41ba1-38c7-4a8e-a481-3bc9115b07d6,churn,0.31264335,1,churn,0.155522155965145,0.0050326409837907,0.0211459295103577,0.0293984551036737,0.148618550523479,0.140765559208348,-0.0325677279714818,-0.0152750410152839,Male,20,No,No,Employed,Suburban,Bachelor,1671256800
33,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,73babea6-3ce9-437b-aa55-ee89c94a838e,no_churn,0.01927212,0,no_churn,-0.0275899527071942,-0.0038489536671659,-0.0217558591858505,-0.0910920113526481,0.0149710355581828,-0.0625176905029184,-0.0362635181160476,-0.0409292038054081,Male,70,No,Yes,Unemployed,Suburban,Doctor,1671256800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c071497b-65bc-46f2-aa21-5f380dd5709e,no_churn,0.29278013,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,54,No,Yes,Unemployed,Suburban,Master,1671256800
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,99d8178d-60b6-4768-b00a-4a9cfd26fdf6,no_churn,0.063870974,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Male,35,No,Yes,Employed,Suburban,Bachelor,1671256800
13,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,8430f4ba-d645-4687-8190-23c00dfe24ca,no_churn,0.014477152,0,no_churn,-0.0161621399183059,-0.0055947867428403,-0.0210379598292456,-0.0367375078741861,0.0089041271380847,-0.120725725068605,-0.0361113713376471,-0.0415607895390166,Female,42,No,No,Unemployed,Rural,Master,1671256800
64,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,ed459737-8d89-4976-a7cf-6c05f906bd83,no_churn,0.029890502,0,no_churn,-0.067262335288442,-0.0039810849412424,0.0090763395896283,-0.0097282252529657,0.0146780317784759,-0.113981002182873,-0.0411694730749695,-0.056658403383426,Female,47,No,No,Retired,Suburban,High School or Below,1671256800
48,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,8fb9ba03-0de5-4e01-a9c8-c3adb8b000bb,no_churn,0.009673285,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Male,58,No,No,Employed,Suburban,Master,1671256800
61,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,f519e8dd-3d74-4bf2-86e0-8addcd3fa684,no_churn,0.0054767806999999,0,no_churn,-0.0736094557089745,-0.0035267562831541,0.0037659141035146,-0.0194667349642622,0.0049526777179016,-0.141725595918851,-0.0210214199064284,-0.018394781775969,Female,59,No,Yes,Unemployed,Suburban,High School or Below,1671256800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9a8d2984-bc60-4308-adca-047a260c4617,no_churn,0.19133127,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,66,No,Yes,Employed,Suburban,College,1671256800
60,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,5d87e972-d896-44bb-a23a-f188154be1ab,no_churn,0.017550282,0,no_churn,-0.044228675445911,-0.0046693405945734,-0.016506516083491,-0.071238134356663,0.0086847762044089,-0.074774319943981,-0.0349174159815811,-0.0313765264566427,Male,54,Yes,No,Unemployed,Urban,College,1671256800
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5716c277-08ce-492d-a5d1-26e7589664dd,no_churn,0.04023807,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Male,41,No,No,Employed,Suburban,Bachelor,1671256800
23,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,211c6867-a4ad-477c-b518-ff63f6d10d53,no_churn,0.016974526,0,no_churn,-0.0179792267243738,-0.0047944260687108,0.036911042353704,-0.0089668030275697,-0.0428084158479396,-0.142012062809999,-0.0311682461734744,-0.0582080128748566,Female,57,No,Yes,Unemployed,Suburban,High School or Below,1671256800
17,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,91cae1cd-615d-4021-b67b-8690544d6875,no_churn,0.03145693,0,no_churn,-4.91529399369028e-06,-0.0036396408315522,-0.0215651112154773,-0.0449619996657202,0.0010411066924643,-0.129864029567252,-0.0263046030832083,-0.0437269591907534,Male,38,Yes,Yes,Disabled,Rural,High School or Below,1671256800
25,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,dea15e5b-b8bb-4014-b850-26d77d3fc215,no_churn,0.010037342,0,no_churn,0.029135235667527,-0.0040261453694256,0.0318099740030447,-0.0207962707109072,-0.045306328368515,-0.186949758330666,-0.028492220085136,-0.0344006378521407,Female,74,No,No,Employed,Suburban,High School or Below,1671256800
72,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,7f7d6b7c-7a02-4dbb-96f5-d623ae5a7493,no_churn,0.0024849903,0,no_churn,-0.0682230975083803,-0.0030099704574604,-0.0046665940280854,-0.0183307676810454,0.0022647620371844,-0.127098081603781,-0.0222977212565911,-0.027664682346467,Male,69,No,No,Unemployed,Suburban,Bachelor,1671256800
48,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,7872dbb1-af67-4258-9b22-3ce47ae644be,no_churn,0.0095425694999999,0,no_churn,-0.034955879688714,-0.0049705612983416,0.0167477141756353,-0.0235606702747463,0.0177158657804284,-0.195391517325043,-0.0160571574004825,-0.0285539459453502,Male,27,No,Yes,Employed,Rural,Master,1671256800
24,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,72231bdf-461e-41d9-b3a1-d9f368c7e12c,no_churn,0.017084885,0,no_churn,-0.0520355151612238,-0.0053697797436871,-0.0301938299904759,-0.0176589211623468,0.0128527638720152,-0.102288368395657,-0.0334952228036854,-0.0408372803790734,Female,58,No,Yes,Employed,Urban,Bachelor,1671256800
27,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f60e46d-3616-4ca9-b792-9dda820d258d,no_churn,0.114061065,0,no_churn,-0.109256256682511,-0.0072080896069383,-0.035838919936823,-0.0699631484084238,0.015852059611343,0.036850656279139,-0.0534204965997741,-0.046041955844812,Female,72,No,No,Employed,Rural,Bachelor,1671256800
43,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,ca274458-adee-4007-8b04-886e7ee4903a,no_churn,0.06253307,0,no_churn,-0.0476052386141145,0.0567114699368448,0.0071225556713307,-0.0173483066193875,0.0376285778581314,-0.0664194979405329,-0.0091234159407167,-0.0199922960765661,Male,45,Yes,Yes,Employed,Suburban,High School or Below,1671256800
32,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2b7a683a-94c5-4d93-82e9-934c41ff7ad8,no_churn,0.21328448,0,no_churn,-0.0439251032558377,-0.0154799784644819,-0.0101457330133871,-0.0243299470468173,-0.0165833872630764,0.060272148626118,-0.0296441394667817,-0.0461900093707663,Male,53,No,No,Employed,Suburban,Bachelor,1671256800
58,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,d55d92af-f53e-4140-99ea-4e50f26c5bfb,no_churn,0.147596,0,no_churn,0.0367340306255664,-0.001065672825116,0.0687030282431078,0.0382125262399313,0.10346266845334,-0.132876660600023,0.133355130216787,0.0900043675242341,Male,51,Yes,Yes,Medical Leave,Suburban,Bachelor,1671256800
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,609ecaf1-35b3-4158-ab15-643f9d9ca19d,no_churn,0.530906,0,no_churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Male,38,Yes,Yes,Employed,Suburban,Bachelor,1671256800
63,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,2c892839-260d-42d3-87b8-cbf745c573e4,no_churn,0.20200801,0,no_churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Male,59,No,Yes,Employed,Suburban,College,1671256800
11,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,2f486a9f-0cad-448d-b709-36af0d27b48c,churn,0.6010288,1,churn,0.0972970003810951,-0.0014564081826028,-0.0136699211068844,0.044235732288962,0.159999340895029,0.112133110726409,0.127233383633957,0.126034947762128,Female,40,No,No,Disabled,Suburban,College,1671256800
67,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,c8d81e45-9ef1-4d84-986f-93429f7728e0,no_churn,0.2622315,0,no_churn,-0.0589928320595208,0.0002265288063608,0.088552350953978,0.0420455127118293,0.112369000599283,0.0073011861965369,0.12310488736226,0.0943672256369609,Female,45,No,Yes,Unemployed,Suburban,Bachelor,1671256800
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7d9c45d1-eb55-40a2-8911-394ddfdc445f,churn,0.6014198,1,churn,-0.0799026373430115,-0.0008656348928161,0.0923157660931883,-0.0287864331547279,0.0615105083145499,0.0699458332251379,0.0550003335316068,0.0788870746868087,Male,29,No,No,Unemployed,Suburban,High School or Below,1671256800
27,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a83a2b1c-4e9a-4fee-ae69-fcb6acacab91,no_churn,0.29413912,0,no_churn,0.0641716359977181,-0.0018571098560641,0.0328963834686692,0.0211287398549302,0.171723355283611,0.128986190133692,0.116614289787849,0.133977040411519,Female,43,Yes,Yes,Unemployed,Suburban,College,1671256800
33,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,c99b30fa-0d24-4d4c-b1cf-4aa3079bd880,no_churn,0.253423,1,churn,0.0723589610184535,0.0020707613295235,0.0224093307960083,0.019973089580244,0.0368579811582094,0.0243147042466443,0.133887336507541,0.0991016936256164,Female,32,No,Yes,Employed,Suburban,High School or Below,1671256800
64,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,448473ce-e6fa-44c6-a7d7-7c347798068f,churn,0.23913914,1,churn,-0.001606316511461,0.0002545624755475,0.0285875427200335,0.0177923639213622,0.0992672079402837,-0.0104610005883478,0.0977462894216296,0.0927265402638659,Female,45,Yes,Yes,Employed,Suburban,College,1671256800
61,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,264dec0d-1fc0-4bc4-8689-905b8ea9c70f,churn,0.22985992,1,churn,-0.0639958650392509,-0.0011027193358131,-0.030837286036658,-0.0185781881727234,0.0641522397087646,-0.0447776679988419,0.0376343312883182,0.0684790068130678,Male,42,No,Yes,Employed,Suburban,Bachelor,1671256800
21,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7d388b87-5769-4880-b1a9-9638745533c6,churn,0.64241654,1,churn,-0.0620689989804759,-0.0055768431643809,0.0580419753714341,-0.0334193258907271,0.0802378100909936,0.0642728768098822,-0.0166390966605285,0.0952921199562843,Male,21,No,Yes,Retired,Suburban,High School or Below,1671256800
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f7de2824-1e91-4af6-8d3d-b8d3e848db42,churn,0.6003627,1,churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Female,33,No,Yes,Unemployed,Suburban,College,1671256800
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,bc2c2bd8-ad61-443a-8f61-9e1c6a46200f,churn,0.3266425,1,churn,-0.0242136609192311,-0.0035017524494469,0.0605420416645756,0.0190035786831504,0.146503125724776,0.0578198546932981,0.0902143168679686,0.0868444485184227,Male,65,Yes,No,Unemployed,Suburban,High School or Below,1671256800
48,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,0a2bf52c-6cce-4f18-ba71-fa2db9140730,churn,0.26004884,1,churn,-0.0898855138269937,-0.005023478120438,0.02228742102252,-0.0251560629008236,0.033127500543178,-0.140700146697573,-0.0672726515795693,0.0575967799316094,Female,63,No,No,Employed,Suburban,College,1671256800
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fa492d63-8a7c-44e2-80d1-0e9d66211c6a,churn,0.59115386,1,churn,0.140151638575699,-0.0067501600197465,-0.0356884084745979,-0.0357567193997601,0.161052461688578,0.1281001023307,0.148778781189176,0.123502823710669,Female,27,Yes,No,Disabled,Suburban,Bachelor,1671256800
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,100hrs+,Active,b0bef315-ddf1-4ec6-a72e-6b4a2fa35938,no_churn,0.023419982,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,23,No,Yes,Employed,Suburban,High School or Below,1671256800
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,3f9cc771-0502-47a4-bcd3-66847ec25652,no_churn,0.16001901,0,no_churn,-0.178070706977387,-0.0021594161431494,0.0140288570433949,-0.013224817008122,-0.0231692562030912,-0.0738608829731038,0.0336331452169542,0.0316778763510046,Male,37,Yes,No,Employed,Urban,Bachelor,1671256800
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,fccb97b8-341c-45d0-a51c-6a2f1f3d2b0d,no_churn,0.2749001,0,no_churn,-0.0894650204574009,-0.001677106756797,0.0172317746244061,-0.050880570009167,-0.0412896031053514,-0.105865362018376,0.0347038753813103,0.0382158602880554,Female,60,No,Yes,Employed,Urban,Doctor,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,07cdf787-6f25-4d16-80f1-ddfef6a92881,churn,0.89108837,1,churn,0.315653309756576,-0.0034854517670055,0.023281325820958,0.0573506532223109,0.0607018983436955,0.161475905471489,0.0495065043632712,0.0464897077670957,Female,71,No,No,Employed,Urban,High School or Below,1671256800
46,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,0ddec8b6-4174-474f-8b55-bfc8fec29bf1,no_churn,0.21634871,0,no_churn,-0.170193025722228,-0.0027887389860916,0.0296706394321972,-0.0324004893519304,-0.0020134619020518,-0.0618099571259153,0.041458374854501,0.0541695544512185,Male,25,Yes,Yes,Unemployed,Urban,Bachelor,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,05dc87a1-fda9-48d7-adda-1a6a5b8db1a0,churn,0.9015751,1,churn,0.315653309756576,-0.0034854517670055,0.023281325820958,0.0573506532223109,0.0607018983436955,0.161475905471489,0.0495065043632712,0.0464897077670957,Male,28,No,No,Employed,Urban,College,1671256800
58,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,7b38d7d5-0e2f-4cce-8ec1-bfe17cb3908f,no_churn,0.21909517,0,no_churn,-0.0901193067187341,-0.0022719868398417,-0.0110017759896345,-0.0651834675325426,-0.0365270576970215,-0.130367891258938,0.0532395557025938,0.0604835559265666,Female,59,Yes,Yes,Employed,Suburban,College,1671256800
63,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,1807a02d-7825-4271-8194-03e2cb04930d,churn,0.11156393,0,no_churn,-0.19634037524359,-0.0022916549537876,0.0292076612351047,-0.074958910614896,0.0160258905553382,-0.0756474654333124,0.0061272954975902,0.0321847384955071,Male,78,No,No,Employed,Suburban,Master,1671256800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a1bd8d32-87a2-4ddd-bf7e-440634c2063a,churn,0.59898466,1,churn,0.10575391909988,-0.0030654594344014,0.0629771914244793,0.0478410038121364,0.056950159441385,0.140060853950763,0.13880740830894,0.0662916370124548,Female,44,No,Yes,Disabled,Suburban,College,1671256800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a1b4cf1c-1597-401b-b9b2-805afbe983c2,no_churn,0.5408765,0,no_churn,-0.0785322365995762,-0.0045719854190065,-0.0348805200211245,-0.0845258663719141,-0.0196557087729161,0.0814355274586341,-0.0847503355563731,0.0231216370339461,Male,47,Yes,Yes,Employed,Suburban,Bachelor,1671256800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,70735150-4665-43ea-afbd-5b4b08565876,churn,0.70168805,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Female,29,Yes,Yes,Employed,Suburban,Master,1671256800
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,db9345cc-9dcf-46e5-884d-300c11f272ef,churn,0.6926946,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Male,54,Yes,Yes,Unemployed,Rural,Bachelor,1671256800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0f49c393-0d83-4de2-be92-0369095d2d54,no_churn,0.56632286,0,no_churn,0.0270056355158794,-0.0035553399374839,-0.0972207798649014,0.0071278055494804,-0.0063473850290029,0.0839347136061223,-0.0720767655035524,0.0221059650055849,Female,29,No,No,Employed,Suburban,College,1671256800
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,aff4eaac-0e80-432a-aa76-16e7e81e38c1,churn,0.82693344,1,churn,0.158927072376919,-0.002755613003228,0.0408618168695738,0.120456568711361,0.0981831817245347,0.150658824094444,0.107302442462551,0.0573395693866041,Male,38,No,No,Employed,Suburban,Bachelor,1671256800
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,0cdd6c05-e17c-4334-ac4c-6974471abaf6,no_churn,0.27072817,0,no_churn,-0.03449783216598,-0.0040616236479399,-0.0522601947434668,0.100871459471418,0.0165396519176283,0.103028539215875,0.0626090254339396,-0.0212551705315854,Female,46,No,Yes,Employed,Suburban,College,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cc6c3487-a4ff-4713-adfd-69b940702cca,churn,0.5587322,1,churn,0.178600135515644,-0.0033197778587054,-0.0088520130958931,0.141425761229302,0.0512602005343978,0.138743542548291,0.176978833730755,0.0561371760817746,Male,49,No,Yes,Unemployed,Suburban,College,1671256800
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f2b5f5db-3d84-409f-a332-183670011e16,no_churn,0.64236116,0,no_churn,0.213748895135359,-0.0035264634110353,-0.0327107734597575,0.141968572530277,0.0662231502260419,0.141772432101097,0.150105173980428,0.053392866502736,Male,69,No,No,Employed,Suburban,College,1671256800
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,ee3f6964-928f-4e60-8fc8-c1073dce7b86,no_churn,0.2410745,0,no_churn,-0.248281450213244,-0.0024438622482011,-0.0172845382136711,-0.0602260057003877,0.0157693144360928,0.0085191230464988,0.026811333024043,0.0141099337880768,Male,26,No,Yes,Unemployed,Rural,High School or Below,1671256800
36,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0de762c7-d1da-4343-9f62-2f128c2e36e8,no_churn,0.39383084,0,no_churn,-0.141526806541769,-0.0053251356801047,-0.0936919050754659,0.0154001416053324,0.0013164870677337,0.0027578373772848,-0.006765935808271,-0.0039408332208586,Female,45,Yes,Yes,Employed,Urban,Master,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c7f07e5b-3fb7-4b1e-ab2a-7cbf723d2e1e,churn,0.8918155,1,churn,0.284109536350757,-0.0049073646088027,0.0705388562640155,0.0646269527253207,0.0804939714271859,0.157836252349562,0.0365735889801772,0.0417020625339409,Male,76,No,Yes,Unemployed,Rural,Bachelor,1671256800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9a25417f-51e1-4f49-a0ee-97746dab5ef8,churn,0.8511619,1,churn,0.218786102569129,-0.0051161882878841,0.1298176941764,0.0484231042483679,0.0559291522300372,0.146592137886519,0.0642665761395892,0.062275273922105,Female,37,No,No,Employed,Suburban,College,1671256800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6be1d96f-5212-4f71-8481-912786b3a1f2,no_churn,0.77563375,0,no_churn,0.0010166513631247,-0.0046693661287281,-0.0606195811103953,-0.0254001908884129,0.0111051932841382,0.0645905511500404,-0.0394222650657502,0.0185016713221921,Female,52,No,No,Medical Leave,Urban,High School or Below,1671256800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2c2128be-cb1f-486e-9196-8b53ba5f5035,churn,0.7266941,1,churn,0.219952129634812,-0.0006744721554787,-0.0156230571928608,0.114801776761624,0.0978264735435004,0.141496236501462,0.0774940885409159,0.0857006816995817,Male,75,Yes,No,Retired,Suburban,Master,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1a3d5d2b-1fc6-47e4-bca9-12799d6fae0d,no_churn,0.5667139,0,no_churn,-0.0036117153660688,-0.0054640265187481,-0.101965888760542,-0.0486623633968884,0.0489805790065292,0.0931339254429622,0.0539984773270043,0.0238981962996604,Female,34,Yes,No,Employed,Suburban,College,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,75d00eeb-f5ca-4622-a9f2-5eedb37496f0,churn,0.8856268,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,56,No,No,Unemployed,Suburban,Bachelor,1671256800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,28533f56-7d23-4f62-a3c5-d32e333dbcff,no_churn,0.043196794,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,27,No,Yes,Employed,Suburban,College,1671256800
58,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,af0044a1-1cd3-43f0-826c-0ba5d8c9f6f0,no_churn,0.25571942,0,no_churn,-0.18345165084359,-0.0052313142136881,-0.0382843162794415,-0.0778439591692404,0.0108666889993946,0.0344400380252409,-0.0002550486311156,0.031566743128551,Female,34,Yes,Yes,Employed,Urban,Master,1671256800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e9b5581e-aed6-42a4-b485-e197fbfe653c,no_churn,0.69911534,1,churn,0.219952129634812,-0.0006744721554787,-0.0156230571928608,0.114801776761624,0.0978264735435004,0.141496236501462,0.0774940885409159,0.0857006816995817,Female,31,No,No,Unemployed,Suburban,Bachelor,1671256800
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7043f1f5-2e4b-40ce-9c98-d19e236bd627,churn,0.68124825,1,churn,0.178349407054957,-0.002785498956764,0.0264676671872621,0.042644468078106,0.106936447794069,0.156118588438167,0.145335634526864,0.0679071444574401,Male,77,Yes,Yes,Unemployed,Suburban,College,1671256800
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e3a09396-4a6f-4827-abc6-b650e7d6448d,no_churn,0.38609335,0,no_churn,-0.0091477615206076,-0.0036536640534177,0.112572571278006,0.082482097269476,0.038672296638706,0.130938210086206,0.16288658166085,0.0345092416246734,Female,20,Yes,Yes,Unemployed,Rural,High School or Below,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,291c1961-a89d-4bcc-9dc9-6badbe77bfe8,churn,0.78337675,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,67,No,Yes,Employed,Suburban,College,1671256800
70,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,607defd6-0c8c-4b44-88f7-bd0fe8025c19,no_churn,0.058093872,0,no_churn,-0.0992561159567776,-0.0026549822606102,0.0155402375539961,0.0410876470220864,-0.056391350690128,-0.11100219567868,-0.0228952278047108,-0.0284541633830303,Male,58,Yes,No,Employed,Suburban,College,1671256800
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ffdae47-9eb5-4769-ac8b-270c4f401c85,churn,0.33397385,1,churn,-0.12655907277333,-0.0031680559419874,0.08377700684523,0.0676866095586592,0.0529602646629518,0.085136874972627,0.003365526649195,0.0102530583754833,Female,28,Yes,No,Employed,Urban,High School or Below,1671256800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e2c2604-f301-4020-9a28-b5209201831c,churn,0.4544258,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,77,No,No,Employed,Urban,Bachelor,1671256800
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b50260f4-2a1b-4958-9c1d-a5ca0328f58c,no_churn,0.3137359,0,no_churn,-0.0643093417683712,-0.0016869314962968,0.109327355096575,0.055900436992797,0.0008351263621625,0.104889375849284,-0.0212421088448536,-0.0142699133863334,Male,58,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
68,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,04c19724-1eac-4f27-8299-7b13fab7b7b2,no_churn,0.022111831,0,no_churn,-0.108396058734079,-0.0029917560221474,0.0085565980637738,0.0322951074009415,-0.0080582151035378,-0.140239294639323,-0.0221862983250139,-0.0280062341703705,Female,71,No,No,Employed,Urban,College,1671256800
65,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,ba2b5ec2-ec27-472b-9994-b6381dcea29f,no_churn,0.14069997,0,no_churn,0.079373101224678,-0.0003503328971964,0.102263312407881,0.113986110694086,0.0853364591775016,0.0034197279738737,-0.0006104828001662,0.0104845343825763,Male,78,Yes,Yes,Employed,Rural,College,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e941ed5-bdbb-4f7f-b0a4-392c2c6f02f5,churn,0.8782551,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,53,Yes,No,Unemployed,Rural,High School or Below,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ae603deb-944e-4b4b-8a28-c2c4677e6469,churn,0.85786307,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,68,No,Yes,Unemployed,Suburban,High School or Below,1671256800
51,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,ef9d4945-edd8-4083-8042-b2ee8f50f2fc,churn,0.1713655,1,churn,0.0710887940377506,-0.0032286411617769,0.0999085308637359,0.111263767550572,0.069614181454649,-0.147477177493206,0.0051007717153152,0.0078003139745032,Female,45,No,Yes,Employed,Suburban,Bachelor,1671256800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8213b0a0-b427-45c8-a177-3b3dfb74fbd8,churn,0.6737457,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,23,No,No,Employed,Suburban,College,1671256800
31,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,c07c9e7b-b6a5-4050-8639-00def9aef247,no_churn,0.15612593,0,no_churn,-0.0400858342177116,-0.0033840665560273,0.0178346748817011,0.0417867135107735,-0.0042558680999172,-0.149965989983921,-0.0258533448525668,-0.0651024343947483,Female,79,Yes,No,Employed,Rural,High School or Below,1671256800
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a8a9279-900c-4fd6-981c-6a3b9f96a96e,churn,0.5490413,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,75,No,No,Employed,Rural,Bachelor,1671256800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6965fe76-2e92-4d64-af5e-adc71441b495,no_churn,0.5835856,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,58,No,No,Employed,Rural,Bachelor,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad43458b-34c0-42df-a00a-fe03cf5b597b,churn,0.8312189,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,20,Yes,No,Employed,Suburban,High School or Below,1671256800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,700f1413-cd64-47c7-9dea-fd1751bcfd45,no_churn,0.62639606,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,39,No,No,Employed,Suburban,Doctor,1671256800
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,36c716b5-9911-44bb-b6e4-c1d292e3fdb7,churn,0.328104,1,churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,32,No,No,Employed,Suburban,College,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab4a69a2-7718-4c9d-9436-6a1b291b823f,churn,0.7550064,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,29,No,No,Employed,Urban,Master,1671256800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bbdb4b0c-abe1-4572-b91d-6908c72e77c1,no_churn,0.6891068,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,24,No,No,Unemployed,Rural,High School or Below,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,84ca8a3c-c2a6-4c72-8960-7209be423d61,churn,0.83836484,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,21,Yes,No,Employed,Rural,Bachelor,1671256800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e55a1e95-2223-434e-97de-4bfedfd6f254,churn,0.64954966,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,41,No,Yes,Disabled,Urban,Bachelor,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d9398575-aa8e-48f2-9d29-75cbf307295e,no_churn,0.33158183,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,70,No,No,Employed,Suburban,Master,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,248e42df-96da-4232-9188-26bb160076bc,churn,0.756187,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,20,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
51,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f62bed3-1d8c-4c68-bf50-baa9ab8692d6,no_churn,0.1363331,0,no_churn,-0.175485040675267,-0.0040216096466247,-0.142657463194209,0.0357302979626183,0.0207133302491274,0.0437571088463482,-0.026085833371435,-0.0209769398834032,Female,72,Yes,Yes,Medical Leave,Suburban,High School or Below,1671256800
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d6301753-3782-43a5-83d6-b15a33ebaef7,churn,0.5774484,1,churn,-0.0899472388734784,-0.0028897022199271,0.0601286459145467,0.11292714846908,0.0053760809149753,0.093744560875325,-0.0090210859208855,-0.0483844746139675,Male,28,Yes,No,Employed,Suburban,Bachelor,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dad39f5a-48c9-4344-a87e-4003cad851f4,churn,0.42249867,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,80,No,No,Disabled,Suburban,College,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e9f13e7-02de-43ce-8aff-e341f781fb22,churn,0.81626725,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,58,No,No,Employed,Rural,Bachelor,1671256800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f99cf8f1-161a-4c54-a1b0-004d0449d198,no_churn,0.68785286,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,75,No,No,Employed,Urban,Bachelor,1671256800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a29b18b2-22cc-4718-942a-f54dd7a84360,no_churn,0.3362302,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Female,28,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,01c5fb4c-73a5-4417-820a-b257498b78d0,no_churn,0.0035968705,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,24,No,No,Employed,Rural,Bachelor,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,90381f60-f97a-425c-a295-8f5d9b8c549d,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,55,Yes,No,Disabled,Urban,Bachelor,1671256800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cb1570a-0fac-4cbf-b7c4-804b4b289678,churn,0.4108741,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,25,Yes,No,Disabled,Suburban,College,1671256800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4c9cfc16-d560-44f6-bcbf-2be40331e1d0,no_churn,0.3325287,0,no_churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Male,42,Yes,No,Employed,Suburban,College,1671256800
31,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,cb676193-325e-43bd-ba5e-974f4df5ece6,no_churn,0.15612593,0,no_churn,-0.0400858342177116,-0.0033840665560273,0.0178346748817011,0.0417867135107735,-0.0042558680999172,-0.149965989983921,-0.0258533448525668,-0.0651024343947483,Male,25,Yes,Yes,Retired,Suburban,College,1671256800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,7644e53a-8ee7-49f0-87f4-2bfd3d7b6661,no_churn,0.025313405,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,69,Yes,No,Unemployed,Suburban,High School or Below,1671256800
38,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,a642a714-d0c7-40ab-81d1-047e8f4b7304,no_churn,0.04169057,0,no_churn,-0.0468915055935576,-0.0068625778808564,-0.0062715990481274,-0.0479227448020583,-0.0010141431249167,-0.0945331000082887,-0.0224171068322903,-0.0385679205809719,Male,73,No,No,Employed,Suburban,Master,1671256800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,613647aa-6dee-4084-ab89-7e90edbaf444,no_churn,0.255325,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,34,No,Yes,Employed,Suburban,Bachelor,1671256800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,87b741bf-9f30-435d-b495-c69ff7c82c4f,churn,0.70168805,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Male,52,No,No,Retired,Suburban,College,1671256800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e04b473b-7512-48fb-8d38-537f77900633,churn,0.55367124,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,27,Yes,Yes,Unemployed,Urban,Doctor,1671256800
52,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,87864f28-1f9b-4c37-96b2-c24cc7e9ed5c,no_churn,0.06369032,0,no_churn,-0.0177014711753827,-0.0058363651653053,-0.0592514219628219,-0.0032639326707248,0.0508496661724802,-0.136668784600038,0.0345624299717383,0.0632837294905857,Male,23,No,Yes,Unemployed,Urban,Bachelor,1671256800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,e773dfbd-159e-451b-af15-00756c2776ba,no_churn,0.0023266089,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,31,Yes,Yes,Retired,Urban,Bachelor,1671256800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1bcb06ec-febb-43db-8b35-7f9cd6a3bbca,churn,0.8511619,1,churn,0.218786102569129,-0.0051161882878841,0.1298176941764,0.0484231042483679,0.0559291522300372,0.146592137886519,0.0642665761395892,0.062275273922105,Female,22,No,Yes,Medical Leave,Suburban,Bachelor,1671256800
32,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dbcbe5b6-4df4-487f-83de-74b472befc04,no_churn,0.21328448,0,no_churn,-0.0439251032558377,-0.0154799784644819,-0.0101457330133871,-0.0243299470468173,-0.0165833872630764,0.060272148626118,-0.0296441394667817,-0.0461900093707663,Male,63,No,No,Employed,Rural,Bachelor,1671256800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2dea098e-2405-46d7-a342-fefda9a2abf3,churn,0.64954966,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,52,No,No,Employed,Suburban,Bachelor,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,10cce11b-2e2f-400e-a3e4-2b723d138337,no_churn,0.00530445,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,23,Yes,No,Employed,Suburban,College,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1cfdec5d-baf0-4549-9da9-85fdfb9c5d8a,no_churn,0.31449354,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,64,No,No,Employed,Urban,College,1671256800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4554cbbb-dda2-4e6b-9ec1-a75c8bfa698a,no_churn,0.77563375,0,no_churn,0.0010166513631247,-0.0046693661287281,-0.0606195811103953,-0.0254001908884129,0.0111051932841382,0.0645905511500404,-0.0394222650657502,0.0185016713221921,Female,20,No,No,Employed,Urban,High School or Below,1671256800
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4df05768-4ff3-4e51-81f0-b7a54f6b9e3a,churn,0.328104,1,churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,45,No,No,Unemployed,Suburban,College,1671256800
60,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,a44f7164-595e-4ae6-a6d1-f9b263e6561e,no_churn,0.011764142,0,no_churn,-0.043885505143935,-0.0035077624906625,-0.0113083207939052,-0.0232578822027062,-0.023544354130172,-0.136455404325206,-0.0131870350411463,-0.0138798866032811,Female,74,Yes,Yes,Employed,Suburban,Bachelor,1671256800
62,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,ce715035-5695-4290-bc7b-747d29ddffe8,no_churn,0.053540204,0,no_churn,-0.0701370877752742,-0.0052907574555865,-0.0412105366051764,0.0064672353133664,-0.0854261130483064,0.0366159065244573,-0.0489746069807006,-0.06107018954679,Male,59,No,Yes,Unemployed,Suburban,Bachelor,1671256800
41,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,410e5556-5bdf-4f05-a99d-4b048d4140c2,no_churn,0.106553495,0,no_churn,-0.0565537921607028,-0.0013734212593772,-0.0801815062292917,-0.0146985348913949,-0.0173943261694512,-0.0639109860417193,0.0679963317994042,0.0595900830750179,Female,21,No,No,Unemployed,Urban,High School or Below,1671256800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,92eb35d4-beb6-419b-aa5d-780be85c7271,churn,0.6737457,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,67,No,Yes,Employed,Suburban,Master,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a26ae34a-4b68-474d-9c23-8de7a6562fe7,churn,0.8918155,1,churn,0.284109536350757,-0.0049073646088027,0.0705388562640155,0.0646269527253207,0.0804939714271859,0.157836252349562,0.0365735889801772,0.0417020625339409,Female,40,No,Yes,Unemployed,Suburban,College,1671256800
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,d4cf5f7a-a57e-438c-8586-4bf09e5b9bb2,no_churn,0.2749001,0,no_churn,-0.0894650204574009,-0.001677106756797,0.0172317746244061,-0.050880570009167,-0.0412896031053514,-0.105865362018376,0.0347038753813103,0.0382158602880554,Female,49,No,No,Employed,Suburban,High School or Below,1671256800
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a3466306-06fd-4667-a119-d454be4e3a64,no_churn,0.087089665,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Female,47,No,Yes,Employed,Suburban,Doctor,1671256800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8e515ac9-1f3b-432b-a770-2724162b3f98,churn,0.59898466,1,churn,0.10575391909988,-0.0030654594344014,0.0629771914244793,0.0478410038121364,0.056950159441385,0.140060853950763,0.13880740830894,0.0662916370124548,Male,25,No,Yes,Employed,Rural,High School or Below,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,25dbbc64-6229-40b1-bd75-a803a1f9dcc6,churn,0.8312189,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,75,No,No,Unemployed,Suburban,Bachelor,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5b16606-92fc-466c-a171-15d687a603c6,no_churn,0.33158183,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,29,No,No,Unemployed,Suburban,College,1671256800
44,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,cd8a91b9-6810-40fa-a412-5ca5110b82da,no_churn,0.15459353,0,no_churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Male,66,No,Yes,Employed,Rural,Bachelor,1671256800
52,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,b57ced8b-3650-4e92-8431-fa0167e8ef52,no_churn,0.03743643,0,no_churn,-0.0714904818414652,-0.0053491516400026,-0.0101567984607027,-0.0412237433334848,0.0071984137948129,-0.089305441397646,-0.0301823612338921,-0.0285165886688628,Male,46,Yes,No,Unemployed,Suburban,College,1671256800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94e974cc-a645-4867-8512-37eecec99bdd,churn,0.46106103,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,80,No,No,Unemployed,Suburban,College,1671256800
24,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,7bc2b50a-d049-4e60-a662-38e256f4addb,no_churn,0.21840431,0,no_churn,-0.105834454132419,-0.0167304146254537,-0.0553483909300666,-0.0213827383743773,-0.0623735971894529,0.028993594178537,-0.0093486607168051,0.032998510941652,Female,39,No,No,Employed,Suburban,College,1671256800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,be41ab6f-d694-4040-a169-57d9dbcb50bc,no_churn,0.043196794,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,61,No,Yes,Employed,Urban,College,1671256800
58,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,a6beda9b-57e9-4bae-982c-190707d0c507,no_churn,0.018331213,0,no_churn,-0.0266449487257978,-0.0029940317295404,0.0026030555319448,-0.006025354331914,-0.0085301833829907,-0.144645835222,-0.0108521362696683,-0.0119367159411694,Female,35,No,No,Employed,Suburban,High School or Below,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b03cab66-69bb-4174-803f-2857f3d1e639,churn,0.85786307,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,44,No,No,Retired,Suburban,Bachelor,1671256800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6f90093b-8f35-4a39-841e-b4e12eee13fc,churn,0.64954966,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,78,No,Yes,Unemployed,Rural,College,1671256800
16,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,3685efae-6cc4-44f8-8bf1-a57240ae1607,no_churn,0.034090526,0,no_churn,0.0091154507924784,-0.0041918805033492,-0.0309087901425846,-0.0163005874370173,-0.0319714103857677,-0.143701976254743,-0.0222935428880191,-0.0287734145359809,Male,51,No,Yes,Employed,Suburban,Bachelor,1671256800
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,733eee12-dd8b-476f-90d2-127027db514d,no_churn,0.17535888,0,no_churn,-0.050099753653094,-0.0047821835900685,-0.107538785799616,-0.0690490156118812,-0.134896258596364,0.0546404685810739,0.0606081101102245,0.0220912661172587,Male,48,No,No,Employed,Urban,Master,1671256800
60,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e7aebf4a-aa29-419f-b948-7269dfae94a8,no_churn,0.00692434,0,no_churn,-0.0561285779140234,-0.0039680920775572,-0.0102306318351293,-0.0270645601545402,-0.0052444435887809,-0.110848204789327,-0.0293850799806568,-0.0261565619024804,Female,42,No,Yes,Employed,Urban,High School or Below,1671256800
66,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,0f952ffa-f5da-4737-8404-fe4efb71f760,no_churn,0.044582453,0,no_churn,-0.093061463744184,0.0075350368860654,-0.0050766350505591,-0.0179372389471245,0.0067405882370894,-0.10609288377349,-0.0185502716485689,-0.0225832850727829,Female,63,Yes,Yes,Employed,Suburban,Bachelor,1671256800
19,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7d296e9d-82bb-460e-9293-435097b54eca,no_churn,0.09073529,0,no_churn,-0.0526891629652709,-0.007144461650605,-0.0301109275590079,-0.11083067210443,0.0180203103242365,0.0419501612224212,-0.0619626197686466,-0.0662587796361731,Female,47,No,No,Unemployed,Suburban,Doctor,1671256800
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,adfe106e-d093-4a3d-8497-541dd630f1ca,no_churn,0.2706707,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,62,No,No,Employed,Suburban,College,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,0b250983-38b2-4908-b729-f77c70f7ecd9,no_churn,0.006004563,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,54,Yes,Yes,Employed,Suburban,College,1671256800
51,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,603708e5-dfcd-47d2-897a-acf83a590be7,no_churn,0.1363331,0,no_churn,-0.175485040675267,-0.0040216096466247,-0.142657463194209,0.0357302979626183,0.0207133302491274,0.0437571088463482,-0.026085833371435,-0.0209769398834032,Female,33,No,Yes,Unemployed,Suburban,Bachelor,1671256800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3aa4d663-1b3b-4717-8d31-9aae5ba545d6,no_churn,0.5835856,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,74,No,No,Disabled,Suburban,College,1671256800
11,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,bdc5f569-c1f8-4b1a-b631-47aa940fa224,no_churn,0.03595809,0,no_churn,-0.0099358011463846,-0.0090744815293328,-0.0141005807345027,-0.0418473632391396,0.0259629038438834,-0.0709044612000252,-0.026984537393746,-0.0421418304372491,Female,61,No,Yes,Employed,Suburban,College,1671256800
38,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,0eb3c9df-97ca-4227-8014-5d00db8f3dd6,no_churn,0.04169057,0,no_churn,-0.0468915055935576,-0.0068625778808564,-0.0062715990481274,-0.0479227448020583,-0.0010141431249167,-0.0945331000082887,-0.0224171068322903,-0.0385679205809719,Female,23,No,Yes,Unemployed,Suburban,High School or Below,1671256800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ba9dabed-6291-4308-96ea-afca9993b5c5,no_churn,0.77563375,0,no_churn,0.0010166513631247,-0.0046693661287281,-0.0606195811103953,-0.0254001908884129,0.0111051932841382,0.0645905511500404,-0.0394222650657502,0.0185016713221921,Male,34,No,Yes,Employed,Rural,Master,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c24f1f46-446d-421e-b49d-1b6a179b7590,churn,0.756187,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,45,No,Yes,Disabled,Suburban,Bachelor,1671256800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,10cc9eba-698a-46d7-ae64-262c9f8beb7f,no_churn,0.77563375,0,no_churn,0.0010166513631247,-0.0046693661287281,-0.0606195811103953,-0.0254001908884129,0.0111051932841382,0.0645905511500404,-0.0394222650657502,0.0185016713221921,Female,71,No,Yes,Retired,Suburban,College,1671256800
68,Yes,No,Medium Speed,In_Store_Support,Two year,100hrs+,Active,fd7c2fd9-e38c-4d4c-8bc9-b5b4d8fabb08,no_churn,0.016652174,0,no_churn,-0.0436397218639467,-0.0031160902291594,-0.0193277100478008,-0.0220978131905212,-0.0575350592770337,-0.138997615724948,0.009832926699928,0.0158549309874069,Male,21,No,Yes,Employed,Urban,College,1671256800
58,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,08d007e2-9fc5-4107-ab1c-517f66ce6de0,no_churn,0.010566126,0,no_churn,-0.0544491990988603,0.0224425056846416,0.0056700267869405,-0.0139245089955625,-0.0489590371897998,-0.220709082966946,0.0396139579331611,0.0312891822039114,Male,48,Yes,Yes,Employed,Suburban,High School or Below,1671256800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,d0aa4f39-3d42-4be3-a1c8-f21e472be134,no_churn,0.13448447,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,77,No,Yes,Unemployed,Suburban,College,1671256800
26,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,75804025-55a3-423a-875c-9829678da728,no_churn,0.08878177,0,no_churn,-0.156466474737581,0.0117122070516597,-0.0735896051721283,-0.0381908150900108,0.0144344526041732,0.0538005270568373,0.031240497245526,0.0446997260053649,Female,74,No,Yes,Employed,Suburban,College,1671256800
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,88ec003e-d952-4fb5-9e0e-fc7cdac781df,churn,0.82693344,1,churn,0.158927072376919,-0.002755613003228,0.0408618168695738,0.120456568711361,0.0981831817245347,0.150658824094444,0.107302442462551,0.0573395693866041,Male,72,No,Yes,Employed,Suburban,Bachelor,1671256800
11,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,6985f218-7d5b-4ecf-aaa0-a15551b62578,no_churn,0.03595809,0,no_churn,-0.0099358011463846,-0.0090744815293328,-0.0141005807345027,-0.0418473632391396,0.0259629038438834,-0.0709044612000252,-0.026984537393746,-0.0421418304372491,Female,42,Yes,Yes,Employed,Rural,College,1671256800
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eeaf9590-7cd6-4383-937d-7860abd2352d,no_churn,0.10547379,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,46,No,Yes,Medical Leave,Suburban,Doctor,1671256800
72,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,f3b1a161-b2ac-426a-b409-91e9a0b0ef02,no_churn,0.0020017275,0,no_churn,-0.0631905368447428,-0.0034431213215248,-0.0116582619308974,-0.0188187082883041,-0.0157903111913674,-0.131200954998817,-0.0115601029773733,-0.0133641551146411,Female,51,Yes,No,Employed,Urban,High School or Below,1671256800
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,710f5e03-187c-4c7d-b09a-e51ccdef43ae,no_churn,0.22162636,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Female,47,No,No,Employed,Suburban,High School or Below,1671256800
56,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,17b69c1e-a73a-4739-8a20-2866b7ab1e3b,no_churn,0.0241693929999999,0,no_churn,0.0040043917576622,-0.0030984011210421,0.0132402550363985,0.0066707274708824,-0.0025531001037415,-0.222005366387111,-0.0346652709964837,-0.0306193867336514,Female,32,No,Yes,Disabled,Rural,College,1671256800
8,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,0b0938e5-74c9-4c39-abc9-182ba77170e8,churn,0.012962038,0,no_churn,0.0390385325986881,-0.002506898390493,-0.0106762841033014,0.0106595659993217,0.0950504530051694,-0.223228856985543,0.0789477260860076,0.0736896092659662,Male,63,No,Yes,Employed,Rural,High School or Below,1671256800
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5793454-86d7-42db-830d-e0241012624c,churn,0.328104,1,churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,62,No,No,Employed,Suburban,College,1671256800
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,479abe6b-9682-4700-ba46-1bade916090c,churn,0.33397385,1,churn,-0.12655907277333,-0.0031680559419874,0.08377700684523,0.0676866095586592,0.0529602646629518,0.085136874972627,0.003365526649195,0.0102530583754833,Female,34,No,No,Unemployed,Suburban,Bachelor,1671256800
62,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,9909b1e9-17e7-4485-a40e-25739836ef84,no_churn,0.07176972,0,no_churn,-0.113653809719453,-0.0023555602463966,0.0030683849772321,0.0111931119356086,0.0368361160682616,-0.244045041926893,0.0442573979515691,0.055673248706189,Female,26,Yes,Yes,Employed,Rural,College,1671256800
69,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,79ace218-ba36-43d9-80cf-bb2a3ed2b0d3,no_churn,0.07518663,0,no_churn,-0.0428491661635598,-0.0023421341981884,0.0165717926890556,-0.0740933117922486,-0.0464359844420323,-0.155237662080053,0.0502780612953938,0.0350822511530532,Female,46,No,No,Employed,Suburban,College,1671256800
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a2df37eb-60d3-4c63-b68d-fd75cd14e9d3,no_churn,0.006306749,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Female,38,No,No,Employed,Urban,Bachelor,1671256800
18,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,60257230-b589-410e-8962-908e98c2250e,no_churn,0.025884734,0,no_churn,-0.0442372723152675,-0.0062038938474142,-0.0349290395292337,-0.0182056647268836,-0.0002607025767338,-0.0830251998611402,-0.0405118159476114,-0.0416525644950616,Female,45,No,No,Unemployed,Urban,College,1671256800
52,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,da37b037-ba2c-4212-92d3-575681f3ebce,no_churn,0.03743643,0,no_churn,-0.0714904818414652,-0.0053491516400026,-0.0101567984607027,-0.0412237433334848,0.0071984137948129,-0.089305441397646,-0.0301823612338921,-0.0285165886688628,Male,48,Yes,No,Employed,Suburban,Master,1671256800
27,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,89b6cd2f-cb7e-471a-8efb-401f7dd802c2,no_churn,0.114061065,0,no_churn,-0.109256256682511,-0.0072080896069383,-0.035838919936823,-0.0699631484084238,0.015852059611343,0.036850656279139,-0.0534204965997741,-0.046041955844812,Female,79,Yes,Yes,Employed,Urban,Bachelor,1671256800
15,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,37789e64-3b78-45e5-84a8-efe816684b17,churn,0.71545047,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,68,No,Yes,Unemployed,Suburban,High School or Below,1671256800
38,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,48d5d794-d529-4160-8ed8-cfa551678415,no_churn,0.04169057,0,no_churn,-0.0468915055935576,-0.0068625778808564,-0.0062715990481274,-0.0479227448020583,-0.0010141431249167,-0.0945331000082887,-0.0224171068322903,-0.0385679205809719,Female,45,No,No,Employed,Suburban,Bachelor,1671256800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,18700acd-b4ab-42c8-8bcf-4aff63903469,no_churn,0.6748972,1,churn,0.11737812633417,-0.0159894548086958,-0.105141134601054,-0.0666311461396435,-0.185648727154676,0.0633038040301471,-0.0389465489963731,-0.021517737010472,Male,54,Yes,No,Employed,Suburban,Bachelor,1671256800
48,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2d4f29ba-f527-4cbf-816d-4473107a0b00,no_churn,0.009673285,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Male,28,Yes,Yes,Unemployed,Rural,College,1671256800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c4bc2cbf-ca12-40db-bcf9-4c334d8abd9f,no_churn,0.3362302,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,37,No,Yes,Unemployed,Suburban,College,1671256800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3ae79beb-1b8b-4a88-929f-b46869399b5f,churn,0.46106103,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,73,No,Yes,Employed,Suburban,Bachelor,1671256800
62,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,a9ee6fd9-c653-4941-9cdf-1b95ed92595e,churn,0.07176972,0,no_churn,-0.113653809719453,-0.0023555602463966,0.0030683849772321,0.0111931119356086,0.0368361160682616,-0.244045041926893,0.0442573979515691,0.055673248706189,Male,25,Yes,No,Unemployed,Suburban,Bachelor,1671256800
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,079c8362-b294-4e90-b9d4-31bccd892117,churn,0.6926946,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Male,33,No,Yes,Employed,Suburban,College,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,468abe7b-5afe-4f88-a760-7ec5b312c4ca,no_churn,0.5701121,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,59,No,No,Unemployed,Suburban,Bachelor,1671256800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d462c134-a1cf-45c5-bad7-ee6fb2bd499a,churn,0.55367124,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,47,No,Yes,Employed,Rural,Bachelor,1671256800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8196f0dd-fc22-49fc-89b6-b6eef9f73e3c,no_churn,0.77563375,0,no_churn,0.0010166513631247,-0.0046693661287281,-0.0606195811103953,-0.0254001908884129,0.0111051932841382,0.0645905511500404,-0.0394222650657502,0.0185016713221921,Female,54,No,No,Employed,Urban,College,1671256800
4,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3a001bb5-5933-443b-aa75-ccb03a45faaf,no_churn,0.44338217,0,no_churn,0.0787543942860656,-0.0112426136399517,-0.0378800518101707,-0.109607622335479,-0.130874069052597,0.0642111513366853,-0.0342703460118536,-0.0244275985938293,Female,49,No,Yes,Unemployed,Suburban,High School or Below,1671256800
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,13164e88-dcb9-4392-91ba-3fa37b485020,churn,0.3266425,1,churn,-0.0242136609192311,-0.0035017524494469,0.0605420416645756,0.0190035786831504,0.146503125724776,0.0578198546932981,0.0902143168679686,0.0868444485184227,Male,26,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,940ee43e-07c2-44f3-9c84-b1fe0ba0b2a5,no_churn,0.44838983,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,42,No,Yes,Employed,Rural,High School or Below,1671256800
33,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,599e5f82-5afa-49c2-9db3-77509f1596bb,no_churn,0.01927212,0,no_churn,-0.0275899527071942,-0.0038489536671659,-0.0217558591858505,-0.0910920113526481,0.0149710355581828,-0.0625176905029184,-0.0362635181160476,-0.0409292038054081,Male,73,No,No,Employed,Urban,High School or Below,1671256800
37,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,086b0755-85c7-433c-b485-0e5e02d848dd,no_churn,0.054264594,0,no_churn,-0.107790394810618,-0.0188829950493163,-0.0767063133053216,-0.0386549406923677,-0.0364950228524048,0.0480666459126314,-0.0166179338759593,-0.0219451946880326,Male,53,No,Yes,Employed,Urban,Bachelor,1671256800
58,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,36b8227b-ee67-4b15-a9ae-8af08f4694e0,no_churn,0.25571942,0,no_churn,-0.18345165084359,-0.0052313142136881,-0.0382843162794415,-0.0778439591692404,0.0108666889993946,0.0344400380252409,-0.0002550486311156,0.031566743128551,Male,45,No,Yes,Employed,Urban,Master,1671256800
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,5266d00f-1e43-4abb-b352-76e798934d49,no_churn,0.006306749,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Male,41,No,No,Employed,Urban,Bachelor,1671256800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,346ca8de-49b7-4b4d-addd-5737588a5f5c,churn,0.64954966,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,67,No,Yes,Unemployed,Suburban,High School or Below,1671256800
63,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,e2c53bf1-6ae1-4f94-bf14-756161812bc4,no_churn,0.0141197789999999,0,no_churn,-0.0683731900000657,-0.0029182567181123,-0.0086463884222484,-0.0170077017160838,-0.0512361982032052,-0.157246466318866,0.0154276961398863,0.0209743523298675,Male,80,No,Yes,Unemployed,Suburban,Master,1671256800
11,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,34780ce6-a073-4ca9-8351-d071f840664a,churn,0.6010288,1,churn,0.0972970003810951,-0.0014564081826028,-0.0136699211068844,0.044235732288962,0.159999340895029,0.112133110726409,0.127233383633957,0.126034947762128,Female,22,No,No,Unemployed,Suburban,Bachelor,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b4e7811f-58d6-4c7c-a15b-0c055b08049b,churn,0.8782551,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,30,Yes,No,Employed,Rural,College,1671256800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,aa2b2908-4727-4366-8355-0537708070c2,no_churn,0.025313405,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,77,No,Yes,Employed,Rural,College,1671256800
52,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,0eb9c928-83ef-42c8-a084-20ce5d9ec317,no_churn,0.03743643,0,no_churn,-0.0714904818414652,-0.0053491516400026,-0.0101567984607027,-0.0412237433334848,0.0071984137948129,-0.089305441397646,-0.0301823612338921,-0.0285165886688628,Female,21,Yes,Yes,Unemployed,Suburban,College,1671256800
11,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7d90467c-b8bb-4ae5-ac14-9b7760c38d6b,churn,0.6010288,1,churn,0.0972970003810951,-0.0014564081826028,-0.0136699211068844,0.044235732288962,0.159999340895029,0.112133110726409,0.127233383633957,0.126034947762128,Female,67,No,No,Medical Leave,Suburban,College,1671256800
31,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,74caa1fc-7e02-4161-94a0-9ce91da4ce8e,no_churn,0.15612593,0,no_churn,-0.0400858342177116,-0.0033840665560273,0.0178346748817011,0.0417867135107735,-0.0042558680999172,-0.149965989983921,-0.0258533448525668,-0.0651024343947483,Female,32,No,No,Retired,Suburban,College,1671256800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b92b16d-1a51-4844-a91a-20781e746f06,churn,0.64954966,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,23,No,Yes,Retired,Suburban,Bachelor,1671256800
60,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,9c36f546-d0b9-4b69-965e-f8a9cebac297,no_churn,0.00692434,0,no_churn,-0.0561285779140234,-0.0039680920775572,-0.0102306318351293,-0.0270645601545402,-0.0052444435887809,-0.110848204789327,-0.0293850799806568,-0.0261565619024804,Male,65,Yes,Yes,Employed,Rural,High School or Below,1671256800
8,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,d9b0f861-44da-4ff7-b3ed-f0b918174645,no_churn,0.011927215,0,no_churn,-0.0037011712809817,-0.0047647880989097,-0.0126315093011999,-0.0348499681232897,-0.0298628911472224,-0.138300127979555,-0.019023534406715,-0.0192254942178897,Female,51,Yes,Yes,Retired,Suburban,College,1671256800
26,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,5f954aae-c6a5-4705-9fe8-ac094122b4d9,no_churn,0.020773316,0,no_churn,-0.0955793418198754,-0.0038899139724162,-0.0156691466846768,-0.0303100345368966,-0.030857002019602,-0.0515663646209668,-0.0176115718616347,-0.0235427751740598,Female,58,Yes,No,Retired,Rural,College,1671256800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,21fdca5c-0ca4-445a-bb69-6074cebcf6a7,churn,0.7266941,1,churn,0.219952129634812,-0.0006744721554787,-0.0156230571928608,0.114801776761624,0.0978264735435004,0.141496236501462,0.0774940885409159,0.0857006816995817,Male,44,Yes,No,Unemployed,Suburban,High School or Below,1671256800
19,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f73a41b4-a562-4601-8407-ea1e435232ac,no_churn,0.09073529,0,no_churn,-0.0526891629652709,-0.007144461650605,-0.0301109275590079,-0.11083067210443,0.0180203103242365,0.0419501612224212,-0.0619626197686466,-0.0662587796361731,Female,60,No,No,Employed,Suburban,College,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d9264c07-3972-46b8-b91d-8d12b94ca6d4,churn,0.78337675,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,40,No,Yes,Employed,Urban,Bachelor,1671256800
9,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,1b5ae831-dbc3-4064-a6bf-b2c0a8c566ab,no_churn,0.046600107,0,no_churn,-0.0049803008426806,-0.0062846293145776,-0.0201445947696083,-0.0478877783459574,-0.03098163576572,-0.10667074097184,-0.0226248857209975,-0.0294515864641834,Female,32,Yes,Yes,Medical Leave,Urban,Bachelor,1671256800
31,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,020e33a2-7331-404f-ac09-19960042d7ac,no_churn,0.15612593,0,no_churn,-0.0400858342177116,-0.0033840665560273,0.0178346748817011,0.0417867135107735,-0.0042558680999172,-0.149965989983921,-0.0258533448525668,-0.0651024343947483,Male,47,No,Yes,Unemployed,Rural,High School or Below,1671256800
72,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,c7d8b2a3-a046-479b-a075-4a4ecf905170,no_churn,0.0017776585999999,0,no_churn,-0.0786412172661403,-0.0039566961195305,-0.0106974367856855,-0.0202068396298727,0.0002683731199431,-0.112404840981817,-0.0197156683507819,-0.0236718268840377,Male,71,No,Yes,Unemployed,Rural,High School or Below,1671256800
3,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,7f717b8e-4179-4f9e-8c20-9ddc83b74af2,no_churn,0.012051412,0,no_churn,0.0687705315535777,-0.0044459788167296,0.0303642277491417,-0.0312095322718323,0.0250319014549131,-0.244411254231418,-0.0197454677477071,-0.0233805787811798,Female,49,No,No,Retired,Urban,Bachelor,1671256800
60,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,148651fa-755b-406f-bb94-e66df34e63e4,no_churn,0.017550282,0,no_churn,-0.044228675445911,-0.0046693405945734,-0.016506516083491,-0.071238134356663,0.0086847762044089,-0.074774319943981,-0.0349174159815811,-0.0313765264566427,Male,31,Yes,No,Employed,Suburban,Bachelor,1671256800
61,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,ebbaaefc-11bc-4f00-bf5e-cb2119f96062,churn,0.22985992,1,churn,-0.0639958650392509,-0.0011027193358131,-0.030837286036658,-0.0185781881727234,0.0641522397087646,-0.0447776679988419,0.0376343312883182,0.0684790068130678,Male,76,No,No,Employed,Urban,Master,1671256800
18,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,68b93022-6f53-46bd-9146-1ce95a678925,no_churn,0.16076832,0,no_churn,-0.0084542822284947,-0.0060066560650739,0.0040135926952916,0.0023386264878718,0.0202684786391,0.062351802617286,-0.0284005362495827,-0.013683653254211,Male,44,No,Yes,Unemployed,Suburban,College,1671256800
12,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,1eb8871b-56e6-4543-9d52-018d0b9b504c,churn,0.7513472,1,churn,0.100111511592445,-0.0023688217900507,0.109363062510538,-0.0085595089988373,0.0739972403091451,0.108014209265839,0.0322043723054048,0.0629260762035664,Male,80,Yes,Yes,Unemployed,Urban,High School or Below,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,427d1a29-62a5-4b4e-b947-736d6916ab8e,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,49,No,No,Employed,Suburban,College,1671256800
69,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,a2e6cf89-3842-4519-8d4a-d98d2d2f102f,churn,0.4322744,1,churn,0.0842642253962321,0.0006839689465869,0.0993253382393277,0.14401617614827,0.0507558706210511,-0.0068617541690264,0.176276978806745,0.082513057619235,Male,66,No,No,Unemployed,Suburban,College,1671256800
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3d96d7d-784f-4039-8470-11aced205bc8,churn,0.33397385,1,churn,-0.12655907277333,-0.0031680559419874,0.08377700684523,0.0676866095586592,0.0529602646629518,0.085136874972627,0.003365526649195,0.0102530583754833,Female,59,No,No,Unemployed,Urban,High School or Below,1671256800
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,7084770e-399a-465b-99b0-4ef603efa444,no_churn,0.04437108,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Male,54,No,No,Employed,Rural,College,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ae08e5e0-3042-4aa6-9acc-679a5ff1f2b4,churn,0.85786307,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,56,No,Yes,Employed,Urban,High School or Below,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c81c7dcb-85f5-4c7c-9851-e1045c3ad222,churn,0.81626725,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,58,No,Yes,Employed,Suburban,Master,1671256800
48,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,a0bb70e8-871b-4ab1-8916-16d152b1c82b,churn,0.26004884,1,churn,-0.0898855138269937,-0.005023478120438,0.02228742102252,-0.0251560629008236,0.033127500543178,-0.140700146697573,-0.0672726515795693,0.0575967799316094,Male,58,No,Yes,Employed,Suburban,High School or Below,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,059b01a6-8308-40d6-9696-23380855bf8f,churn,0.42249867,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,71,No,Yes,Employed,Suburban,College,1671256800
48,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,b616dbb6-33f7-42ae-83e4-a2f664b99603,churn,0.26004884,1,churn,-0.0898855138269937,-0.005023478120438,0.02228742102252,-0.0251560629008236,0.033127500543178,-0.140700146697573,-0.0672726515795693,0.0575967799316094,Male,64,No,Yes,Employed,Suburban,Bachelor,1671256800
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,51ff30c6-8805-4927-b190-77628a6ebbf5,churn,0.33397385,1,churn,-0.12655907277333,-0.0031680559419874,0.08377700684523,0.0676866095586592,0.0529602646629518,0.085136874972627,0.003365526649195,0.0102530583754833,Female,73,No,No,Employed,Suburban,High School or Below,1671256800
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a70b8217-df87-4d2e-9731-8f6892beb956,churn,0.6014198,1,churn,-0.0799026373430115,-0.0008656348928161,0.0923157660931883,-0.0287864331547279,0.0615105083145499,0.0699458332251379,0.0550003335316068,0.0788870746868087,Male,74,No,No,Employed,Suburban,Master,1671256800
64,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,a61c2cd9-7fa2-4fa9-a2c2-700dd700f307,churn,0.23913914,1,churn,-0.001606316511461,0.0002545624755475,0.0285875427200335,0.0177923639213622,0.0992672079402837,-0.0104610005883478,0.0977462894216296,0.0927265402638659,Female,31,Yes,No,Unemployed,Suburban,High School or Below,1671256800
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a23e091f-57b0-4c39-90de-7d5474004012,no_churn,0.3137359,0,no_churn,-0.0643093417683712,-0.0016869314962968,0.109327355096575,0.055900436992797,0.0008351263621625,0.104889375849284,-0.0212421088448536,-0.0142699133863334,Male,62,No,Yes,Employed,Suburban,Bachelor,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5af7e62-b87f-4f49-8d7c-19a9521e2d87,churn,0.7550064,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,60,Yes,No,Employed,Suburban,Bachelor,1671256800
25,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,ca0bc21f-ee3d-4294-8a20-735fb410257c,no_churn,0.13633133,0,no_churn,0.0506368897013635,-0.0018125697573123,0.0109499380284614,-0.0167736465252346,0.0748451821473827,-0.222403201346233,0.0588855879070433,0.0606456685576995,Female,68,No,Yes,Unemployed,Suburban,Bachelor,1671256800
61,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,fd2deefc-028b-43f4-8c5f-7de248f499dc,no_churn,0.063210726,0,no_churn,-0.111354468662548,-0.0022769064982821,-0.0090207904171893,-0.0362299780852845,-0.0137009416168439,-0.0485952022702531,-0.0171701060733903,-0.0063444247396546,Male,34,Yes,Yes,Employed,Urban,College,1671256800
71,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,c745d12b-5d7f-470c-b91b-ee0da17f98db,no_churn,0.0027474184,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,33,Yes,No,Employed,Suburban,High School or Below,1671256800
18,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b0bf98d8-9c1c-43be-b5ee-65bee12dffe6,no_churn,0.35245377,0,no_churn,-0.030481991531542,0.106478194156762,0.0421329568300143,0.0369589112128505,0.0254657860675797,0.102661386884806,-0.0402019468484877,-0.0337894438868443,Female,48,Yes,Yes,Employed,Suburban,Bachelor,1671256800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,598aa27f-a02e-4fd8-91c6-5e9443df0ac3,churn,0.55367124,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,20,Yes,No,Medical Leave,Suburban,High School or Below,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,5444bdc9-3330-4ac2-b083-9041b4112387,no_churn,0.008930212,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,33,No,No,Employed,Suburban,High School or Below,1671256800
59,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e67a3aa9-1a24-4198-8832-89d380aabc25,no_churn,0.13015431,0,no_churn,-0.100649846348479,-0.0054295713749706,-0.0157424771304067,-0.0397455626863848,0.0062023947004308,0.0365392458633687,-0.0548666996757856,-0.0453336349791243,Male,23,No,No,Retired,Suburban,Bachelor,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4e942758-0009-4fa1-8601-4c4c51a0ce3c,churn,0.8918155,1,churn,0.284109536350757,-0.0049073646088027,0.0705388562640155,0.0646269527253207,0.0804939714271859,0.157836252349562,0.0365735889801772,0.0417020625339409,Male,74,No,No,Employed,Suburban,Bachelor,1671256800
58,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cc43699c-e355-4ff7-b2f3-9811a4086438,no_churn,0.25571942,0,no_churn,-0.18345165084359,-0.0052313142136881,-0.0382843162794415,-0.0778439591692404,0.0108666889993946,0.0344400380252409,-0.0002550486311156,0.031566743128551,Male,73,Yes,No,Employed,Suburban,Bachelor,1671256800
68,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,3f69c9e9-85eb-438e-9c2e-30980f7bcc3c,no_churn,0.008456011,0,no_churn,-0.0614203654643461,-0.0037060325556376,-0.0143773516941837,-0.0182693018839381,-0.000219495494839,-0.11634013835197,-0.0249788759849616,-0.0297145911534426,Male,47,No,No,Employed,Urban,Bachelor,1671256800
11,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,16e886bd-baa8-4368-98af-389bb48d4ab3,no_churn,0.21106233,0,no_churn,-0.0323613280964491,-0.0070196624349955,-0.0323399159960354,-0.0613402958320875,-0.0427430499526417,0.0528508342708755,-0.031715151452754,-0.0250242475407139,Female,40,No,No,Retired,Suburban,College,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3bab8778-ce64-4961-ab9c-86aa8caf9a9d,no_churn,0.6303459,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,49,No,No,Employed,Suburban,College,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,63b9937b-9bb3-44c6-9692-b8d1fa2f64d9,no_churn,0.33158183,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,38,No,No,Disabled,Rural,High School or Below,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f19f51ae-2a50-4940-bfc1-52eb3fb0c962,no_churn,0.33158183,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,20,No,Yes,Employed,Suburban,Bachelor,1671256800
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,197973ee-1a5b-435d-8ede-f19704cb24a5,churn,0.328104,1,churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,37,No,Yes,Unemployed,Suburban,Bachelor,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5bbd1a2b-9537-49ff-bbfa-612ccec570e0,no_churn,0.33158183,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,28,Yes,No,Employed,Suburban,College,1671256800
72,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,e7b67246-c49f-4d17-835c-a49ae7860bae,no_churn,0.0017776585999999,0,no_churn,-0.0786412172661403,-0.0039566961195305,-0.0106974367856855,-0.0202068396298727,0.0002683731199431,-0.112404840981817,-0.0197156683507819,-0.0236718268840377,Female,69,No,Yes,Unemployed,Urban,College,1671256800
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a542753f-e6fc-4106-8c73-e8b437457a88,no_churn,0.0083792405,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Female,41,No,Yes,Employed,Suburban,Master,1671256800
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,abee5a68-1417-49cb-8cad-b9c29aee2db5,no_churn,0.063870974,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,72,Yes,Yes,Employed,Rural,Doctor,1671256800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b44c5762-36b4-4135-80fa-08d7b2048a0b,churn,0.54367065,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,56,No,Yes,Employed,Suburban,High School or Below,1671256800
61,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,58749c43-14d0-4f3f-a579-105908eee898,no_churn,0.015616366,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Female,37,No,Yes,Employed,Rural,High School or Below,1671256800
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,77f6a123-db6e-4a78-948c-31a517a1c720,no_churn,0.22162636,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Male,28,No,No,Employed,Suburban,High School or Below,1671256800
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,da9098d8-cfa4-43b2-8312-ac14b78b4e3b,no_churn,0.10547379,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,64,Yes,Yes,Employed,Suburban,Bachelor,1671256800
23,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,4db5c03b-8e6f-4682-9de8-e52d3d7aabe6,no_churn,0.0510184359999999,0,no_churn,-0.0917206970352344,-0.0041321210639762,-0.0160086030155798,-0.0245363469688709,0.0075627820545196,-0.0590363818093464,-0.0300893721021384,-0.0510654125756082,Female,79,No,Yes,Employed,Urban,Bachelor,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e31d19af-6eef-4386-9adf-0c375fdd48c9,churn,0.6040357,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,31,No,No,Employed,Suburban,High School or Below,1671256800
64,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,f1ef20a0-0402-47c0-a1f8-6746416a0014,no_churn,0.107269816,0,no_churn,-0.115665557361936,-0.0044653438618843,0.0008224334079932,-0.0083627988443004,-0.124769325145407,-0.0513727312204628,0.0321576491525092,0.0326295200125559,Male,69,No,Yes,Employed,Suburban,College,1671256800
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d2b9bab7-b7ee-41e4-93ef-a2e2ecf9b02d,no_churn,0.3137359,0,no_churn,-0.0643093417683712,-0.0016869314962968,0.109327355096575,0.055900436992797,0.0008351263621625,0.104889375849284,-0.0212421088448536,-0.0142699133863334,Female,64,No,Yes,Employed,Suburban,High School or Below,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,341600a8-b054-4522-82c3-b811e449d9c3,churn,0.78337675,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,44,Yes,No,Unemployed,Suburban,High School or Below,1671256800
22,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,565f9af0-50ed-467a-8d98-6b5812eb0cea,churn,0.32546505,1,churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,75,No,Yes,Employed,Urban,College,1671256800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f8fceddc-7ef2-4aec-aec4-1b9131ea2513,no_churn,0.5835856,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,55,No,No,Unemployed,Suburban,Bachelor,1671256800
48,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,84ad5c92-1b1e-42f4-9b7b-b49e713a0b35,no_churn,0.009673285,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Female,59,No,No,Unemployed,Suburban,College,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a30cbd8-800b-4cd6-a6db-51e333bd65f9,no_churn,0.6303459,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,49,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
18,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9d429749-2ed8-4f2d-8011-47a5ceef133e,no_churn,0.35245377,0,no_churn,-0.030481991531542,0.106478194156762,0.0421329568300143,0.0369589112128505,0.0254657860675797,0.102661386884806,-0.0402019468484877,-0.0337894438868443,Female,71,No,No,Unemployed,Urban,College,1671256800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,231fbfad-7f9d-41e6-81d2-574fb046e5e8,no_churn,0.44838983,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,72,No,No,Employed,Urban,College,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6a403409-ba14-44ad-9f05-b8ff14489d34,churn,0.42249867,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,77,No,No,Retired,Suburban,Bachelor,1671256800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,752212e6-7b0f-47fb-a831-219fcd75c8df,churn,0.025313405,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,79,Yes,No,Unemployed,Rural,Bachelor,1671256800
33,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,3f4d1511-09ff-430c-a112-3061e1931e71,no_churn,0.01927212,0,no_churn,-0.0275899527071942,-0.0038489536671659,-0.0217558591858505,-0.0910920113526481,0.0149710355581828,-0.0625176905029184,-0.0362635181160476,-0.0409292038054081,Female,35,No,No,Employed,Suburban,High School or Below,1671256800
47,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,51f7599a-357c-436a-a79b-2559c2a6e339,churn,0.017329214,0,no_churn,-0.0553418933445937,-0.003811920024309,-0.0225002826206582,-0.0205000328080677,-0.0751881008521013,-0.127171194583643,0.011091128834123,0.024396144736529,Female,63,No,No,Employed,Rural,Master,1671256800
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,100hrs+,Active,75d37deb-4b38-4818-bf18-947aef57968d,no_churn,0.023419982,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,26,No,Yes,Unemployed,Rural,High School or Below,1671256800
42,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,2f42b11e-85f4-42bd-8281-d12152defac5,no_churn,0.20632535,0,no_churn,-0.038316439503742,-0.0548483943504106,-0.0155216230088899,-0.100960606531644,-0.0426446307210426,0.0510953279308341,-0.0219381491618605,-0.0358916351399602,Male,45,Yes,Yes,Employed,Suburban,Bachelor,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,827901ca-46e8-4f31-aa96-9ad25b9a1673,churn,0.8918155,1,churn,0.284109536350757,-0.0049073646088027,0.0705388562640155,0.0646269527253207,0.0804939714271859,0.157836252349562,0.0365735889801772,0.0417020625339409,Male,79,No,No,Employed,Suburban,Bachelor,1671256800
4,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e62792eb-6426-4652-8395-b0ba91ecf064,no_churn,0.44338217,0,no_churn,0.0787543942860656,-0.0112426136399517,-0.0378800518101707,-0.109607622335479,-0.130874069052597,0.0642111513366853,-0.0342703460118536,-0.0244275985938293,Male,61,No,No,Employed,Rural,High School or Below,1671256800
55,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1f181f0b-e08e-48ab-9808-6625d0836080,no_churn,0.21559091,0,no_churn,-0.0848117568921679,-0.007286105859257,0.0121999589422921,-0.0093034419614923,-0.113293822103087,0.0260836393517911,-0.0349193899517013,-0.0276952330359745,Female,49,No,No,Unemployed,Suburban,High School or Below,1671256800
72,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,19ec6439-cc00-4f44-bfa7-5bf486031d34,no_churn,0.0024849903,0,no_churn,-0.0682230975083803,-0.0030099704574604,-0.0046665940280854,-0.0183307676810454,0.0022647620371844,-0.127098081603781,-0.0222977212565911,-0.027664682346467,Male,59,Yes,Yes,Employed,Suburban,Master,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,36587e71-003c-49e0-a55e-7b8d85b46ebb,churn,0.62904423,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,31,No,Yes,Employed,Urban,High School or Below,1671256800
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f8191542-c8f9-4347-aa0e-adb3b339f876,no_churn,0.2706707,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,79,No,No,Employed,Rural,College,1671256800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,62addbfe-5375-4342-8c9c-593a726b998f,no_churn,0.255325,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Male,38,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
15,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,7af68b84-a5cf-4170-a6df-bf44fbba0b3d,no_churn,0.0304212229999999,0,no_churn,-0.0045225792141354,-0.006068179023423,-0.0367726204631981,-0.027621787620119,-0.0427332723083145,-0.0996614600080829,-0.0210836769449633,-0.0305625769335529,Male,60,No,No,Employed,Suburban,Bachelor,1671256800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,40934349-7078-45d5-9182-7a00a3bb974d,churn,0.64954966,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,29,Yes,No,Medical Leave,Suburban,College,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dabb5090-173e-466b-a846-d10b5289f04c,churn,0.42249867,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,30,No,No,Medical Leave,Urban,College,1671256800
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5e9f828b-66b6-4004-a779-efda5cf69a44,no_churn,0.22162636,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Female,80,No,Yes,Employed,Suburban,High School or Below,1671256800
28,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e4a6bc88-8a0d-45e1-97cc-2942f2ad170b,churn,0.34089142,0,no_churn,-0.108946141301221,0.0944195973898149,0.0275272327631637,-0.0173900221673193,0.0025343539303503,0.081461117218746,-0.0279736360096512,-0.030658651073636,Male,65,No,Yes,Medical Leave,Suburban,Bachelor,1671256800
46,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,88a6de97-a031-46de-a75f-32addc6e20c6,no_churn,0.23049836,0,no_churn,-0.214877860027364,-0.0027101696388854,0.0210093626348771,-0.0542386668425388,-0.0243017645775853,0.0601272086490644,0.0249538632896565,0.0310118711905306,Male,76,No,Yes,Employed,Suburban,Bachelor,1671256800
33,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8e26898c-beac-4a63-a206-f4a56117ed47,no_churn,0.052153487,0,no_churn,-0.0461111299547383,-0.0048113090548713,-0.0036799365043771,-0.103317012556035,0.0413148571949386,0.0439478768019034,-0.0538079682856869,-0.0575615307263251,Male,46,No,No,Medical Leave,Rural,Bachelor,1671256800
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,932464aa-2bd6-4892-9dd8-f5c8eb281f08,churn,0.3266425,1,churn,-0.0242136609192311,-0.0035017524494469,0.0605420416645756,0.0190035786831504,0.146503125724776,0.0578198546932981,0.0902143168679686,0.0868444485184227,Male,31,No,No,Unemployed,Suburban,Bachelor,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7af5c07d-4c6e-4fd7-a7fb-fd8913075114,churn,0.62904423,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,36,No,Yes,Medical Leave,Suburban,College,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,25fd9473-1100-4768-8fa9-a2e6b0ef2b9e,no_churn,0.51666427,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,38,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
47,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,eb20459a-1084-4a28-ad43-9f9bc98f38ba,churn,0.017329214,0,no_churn,-0.0553418933445937,-0.003811920024309,-0.0225002826206582,-0.0205000328080677,-0.0751881008521013,-0.127171194583643,0.011091128834123,0.024396144736529,Female,28,No,Yes,Employed,Suburban,Bachelor,1671256800
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,2c928d44-ecf9-4d68-b511-1dfcab41ac66,no_churn,0.04437108,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Male,78,Yes,No,Employed,Urban,High School or Below,1671256800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,351336bb-0445-40cc-beec-7ec01f833dfd,no_churn,0.025313405,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,47,No,Yes,Employed,Suburban,Master,1671256800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,307343bc-03c4-445d-80a1-1fd3496c42d9,no_churn,0.6891068,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,50,No,Yes,Disabled,Urban,College,1671256800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b6a7d2ba-b272-4bd4-97cb-f861cc0942cc,churn,0.46106103,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,41,Yes,No,Unemployed,Suburban,Doctor,1671256800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,64351b15-ca0e-4a1b-abfb-9f3a76fb777d,no_churn,0.3362302,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Female,34,No,No,Employed,Suburban,High School or Below,1671256800
53,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,dd03db32-6999-45d3-a60b-9eb2e162b278,no_churn,0.09594376,0,no_churn,-0.075812182142472,-0.0025767055430696,0.0297689370589068,-0.0242630539204037,-0.0561094052767657,-0.0977554808329296,0.0019151719390538,0.0158065664446621,Female,60,Yes,Yes,Medical Leave,Urban,High School or Below,1671256800
48,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,814b65d7-3df8-4194-92b4-00520fea2b68,no_churn,0.0095425694999999,0,no_churn,-0.034955879688714,-0.0049705612983416,0.0167477141756353,-0.0235606702747463,0.0177158657804284,-0.195391517325043,-0.0160571574004825,-0.0285539459453502,Female,28,No,No,Employed,Suburban,Bachelor,1671256800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,b8c2c6e2-cf89-4b6d-b136-d7bd07a829b1,no_churn,0.0035968705,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,78,No,Yes,Employed,Urban,College,1671256800
43,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,c007a58b-0785-47b6-95f6-806d1cf11343,no_churn,0.06253307,0,no_churn,-0.0476052386141145,0.0567114699368448,0.0071225556713307,-0.0173483066193875,0.0376285778581314,-0.0664194979405329,-0.0091234159407167,-0.0199922960765661,Male,25,No,Yes,Employed,Suburban,High School or Below,1671256800
35,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,06b2d634-1049-4fcf-9006-d951b8e02a49,no_churn,0.008507477,0,no_churn,-0.0455066569625796,-0.0046713790168905,0.0035463647449159,-0.0321931955389845,0.0120108776398046,-0.125463522096752,-0.0367145948522193,-0.0400340459546168,Female,47,No,No,Employed,Rural,High School or Below,1671256800
45,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,8bb518b0-7703-437e-932a-ee6bf3da87c1,no_churn,0.05256782,0,no_churn,-0.0613151903628386,0.0555544376012858,0.0134942466068696,-0.0008905177045562,0.049779033481509,-0.0479184738654294,-0.010453157441475,-0.0172765297862179,Female,79,Yes,Yes,Employed,Suburban,College,1671256800
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,e34d819c-0fa2-4502-8d10-773be433a415,no_churn,0.04437108,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Female,24,No,No,Unemployed,Urban,High School or Below,1671256800
64,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,107a4da9-6c4b-4917-bb59-6e81dea14f5c,no_churn,0.107269816,0,no_churn,-0.115665557361936,-0.0044653438618843,0.0008224334079932,-0.0083627988443004,-0.124769325145407,-0.0513727312204628,0.0321576491525092,0.0326295200125559,Male,21,No,Yes,Employed,Suburban,College,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,4aca07b8-28f2-452d-8138-524b5a298763,no_churn,0.008930212,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,42,No,No,Employed,Suburban,Doctor,1671256800
61,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,9e75f4e9-21b4-4ffa-8ddd-3b4932ebb2cb,no_churn,0.015616366,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Male,59,No,Yes,Unemployed,Suburban,Bachelor,1671256800
65,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,6ff938a9-6e90-4800-aad6-96d0c0177a1d,churn,0.016101493,0,no_churn,0.0232939775197337,0.001783813443908,0.0192312082031458,-0.0471374089073833,-0.0035720980225596,-0.067370066539006,0.0567497708320297,0.0579946543698679,Male,62,No,Yes,Employed,Suburban,High School or Below,1671256800
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,319d2f92-84a2-42d4-9eff-55cc7b798ac6,churn,0.33397385,1,churn,-0.12655907277333,-0.0031680559419874,0.08377700684523,0.0676866095586592,0.0529602646629518,0.085136874972627,0.003365526649195,0.0102530583754833,Male,68,No,No,Retired,Suburban,College,1671256800
26,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,f6512848-70cd-400f-8eb9-c2b1421ae6fe,no_churn,0.020773316,0,no_churn,-0.0955793418198754,-0.0038899139724162,-0.0156691466846768,-0.0303100345368966,-0.030857002019602,-0.0515663646209668,-0.0176115718616347,-0.0235427751740598,Male,49,No,No,Employed,Rural,College,1671256800
18,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c55d5451-923f-4453-97b9-192601216873,no_churn,0.16076832,0,no_churn,-0.0084542822284947,-0.0060066560650739,0.0040135926952916,0.0023386264878718,0.0202684786391,0.062351802617286,-0.0284005362495827,-0.013683653254211,Female,77,No,Yes,Unemployed,Urban,Master,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,0bddb88b-6402-410e-88af-4a9f2c4c1a64,no_churn,0.5667139,0,no_churn,-0.0036117153660688,-0.0054640265187481,-0.101965888760542,-0.0486623633968884,0.0489805790065292,0.0931339254429622,0.0539984773270043,0.0238981962996604,Male,30,No,Yes,Employed,Suburban,High School or Below,1671256800
64,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,7ce02579-66c5-4e7f-85d5-f51620149b4b,no_churn,0.011794843,0,no_churn,-0.087927357981689,-0.0060736387124234,-0.009515665670051,-0.0151705124816089,-0.0505435818104797,-0.133587271469296,0.014604071662834,0.019187803408754,Female,73,No,Yes,Employed,Suburban,College,1671256800
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d498284a-ee97-4bfb-86b0-507ca3fef69e,no_churn,0.3137359,0,no_churn,-0.0643093417683712,-0.0016869314962968,0.109327355096575,0.055900436992797,0.0008351263621625,0.104889375849284,-0.0212421088448536,-0.0142699133863334,Female,51,No,No,Retired,Urban,High School or Below,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,a11fad58-2291-4d3c-9c4d-765f5ca805ea,no_churn,0.00530445,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,80,Yes,Yes,Employed,Suburban,High School or Below,1671256800
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b74b6157-6b91-4874-8439-c3ff8ff5b196,no_churn,0.22162636,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Male,62,No,Yes,Employed,Urban,Bachelor,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ddd430dd-7290-418c-b046-590d19805e70,no_churn,0.51666427,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,59,No,No,Unemployed,Urban,High School or Below,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9c7740d-0967-4ec9-aee5-eb5b7e414efe,churn,0.756187,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,51,No,No,Retired,Suburban,Bachelor,1671256800
9,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,60191eb9-ca5f-4a10-8f19-dd84863aeab0,churn,0.5778905,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,76,No,No,Medical Leave,Suburban,College,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,9333a3ba-4490-4061-a11e-396ae4513836,no_churn,0.005170811,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,38,No,Yes,Employed,Suburban,College,1671256800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8a97d173-e164-4111-bb1e-520138e876d7,churn,0.69911534,1,churn,0.219952129634812,-0.0006744721554787,-0.0156230571928608,0.114801776761624,0.0978264735435004,0.141496236501462,0.0774940885409159,0.0857006816995817,Male,67,Yes,Yes,Employed,Rural,High School or Below,1671256800
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6dedd99a-f909-42ee-ab84-2db8bd94d612,churn,0.82693344,1,churn,0.158927072376919,-0.002755613003228,0.0408618168695738,0.120456568711361,0.0981831817245347,0.150658824094444,0.107302442462551,0.0573395693866041,Male,71,Yes,Yes,Employed,Suburban,Bachelor,1671256800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,51d96843-7175-4e5d-8923-85bb86c007fb,churn,0.70168805,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Female,38,Yes,Yes,Employed,Suburban,Master,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,67fa2765-2619-457f-b366-58cf9a718c7b,churn,0.78337675,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,20,Yes,Yes,Employed,Suburban,College,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,74c2e35d-91c3-457a-b174-99e0ebbf64f0,churn,0.89108837,1,churn,0.315653309756576,-0.0034854517670055,0.023281325820958,0.0573506532223109,0.0607018983436955,0.161475905471489,0.0495065043632712,0.0464897077670957,Female,80,No,Yes,Employed,Suburban,College,1671256800
59,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,e01ecacd-9518-4707-a96f-802d28ac4aee,no_churn,0.020378688,0,no_churn,-0.023914085049264,-0.0027609563239821,-0.0017714013827571,-0.0113135500796943,-0.0118645275909693,-0.154656819949741,-0.013081093221017,-0.0096637165114361,Female,69,No,Yes,Employed,Suburban,Bachelor,1671256800
26,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,b7bfb4da-59a1-4c44-8135-ddd8bb1c92bf,no_churn,0.026203657,0,no_churn,-0.0666734530157282,-0.0046178832989244,-0.0399755034043028,-0.021963998081992,-0.0247974504800095,-0.0718303173515778,-0.0177389015424887,-0.0214286454858756,Male,32,Yes,Yes,Unemployed,Suburban,Master,1671256800
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,91a39db7-1359-4bcb-8d16-bbb085ceb59b,no_churn,0.017794244,0,no_churn,-0.0965766116029408,-0.0024235979126751,0.0148606131701262,0.051391232625001,-0.0077969230896542,-0.102994310152444,-0.0053416571539764,-0.0094782311878407,Male,52,Yes,No,Unemployed,Urban,Bachelor,1671256800
48,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6af082f3-3a18-4bb7-b9e5-b679512289e8,no_churn,0.0095425694999999,0,no_churn,-0.034955879688714,-0.0049705612983416,0.0167477141756353,-0.0235606702747463,0.0177158657804284,-0.195391517325043,-0.0160571574004825,-0.0285539459453502,Male,51,No,No,Employed,Suburban,High School or Below,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0fe98aba-d285-4e60-bbae-d45de14401b5,churn,0.42249867,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,28,No,Yes,Disabled,Suburban,College,1671256800
38,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,8b49af5d-f98b-4625-833c-37bdf1c27343,no_churn,0.04169057,0,no_churn,-0.0468915055935576,-0.0068625778808564,-0.0062715990481274,-0.0479227448020583,-0.0010141431249167,-0.0945331000082887,-0.0224171068322903,-0.0385679205809719,Female,58,Yes,Yes,Unemployed,Suburban,College,1671256800
26,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,526f26db-63f3-4779-871f-a86cd4ac5aea,no_churn,0.020773316,0,no_churn,-0.0955793418198754,-0.0038899139724162,-0.0156691466846768,-0.0303100345368966,-0.030857002019602,-0.0515663646209668,-0.0176115718616347,-0.0235427751740598,Male,25,Yes,Yes,Disabled,Urban,College,1671256800
63,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,45d333aa-fc18-4eb9-91b8-01c01b253ede,no_churn,0.20200801,0,no_churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Female,67,Yes,No,Unemployed,Rural,High School or Below,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc66946f-b826-4350-a67f-c6888b21df28,churn,0.42249867,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,36,Yes,No,Employed,Suburban,College,1671256800
61,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,906a976c-2fb6-4144-bb47-5abda66d8881,no_churn,0.063210726,0,no_churn,-0.111354468662548,-0.0022769064982821,-0.0090207904171893,-0.0362299780852845,-0.0137009416168439,-0.0485952022702531,-0.0171701060733903,-0.0063444247396546,Male,40,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
72,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,53a3b5a9-4fed-4f84-8289-ee172a36638b,no_churn,0.0045431545,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Male,53,Yes,Yes,Employed,Urban,Bachelor,1671256800
35,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,d3451f7c-cffd-4f67-8aee-dccb0e17476a,no_churn,0.008507477,0,no_churn,-0.0455066569625796,-0.0046713790168905,0.0035463647449159,-0.0321931955389845,0.0120108776398046,-0.125463522096752,-0.0367145948522193,-0.0400340459546168,Male,43,No,Yes,Employed,Urban,College,1671256800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,28b21888-d9b7-415d-913e-b0eb58e62828,churn,0.70168805,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Female,63,No,No,Employed,Urban,College,1671256800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,90394b34-8a49-4e26-8dac-7780b6e1788e,churn,0.64954966,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,80,Yes,Yes,Employed,Suburban,College,1671256800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f852cb8-eeea-480f-b792-a220e64afa83,churn,0.6737457,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,78,No,Yes,Employed,Rural,Bachelor,1671256800
15,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,1528afa4-61c7-4a90-b39d-8d3b4411728e,no_churn,0.0304212229999999,0,no_churn,-0.0045225792141354,-0.006068179023423,-0.0367726204631981,-0.027621787620119,-0.0427332723083145,-0.0996614600080829,-0.0210836769449633,-0.0305625769335529,Female,34,No,No,Employed,Suburban,Bachelor,1671256800
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,84212050-20bc-4ea2-8a25-f852d1c0435b,churn,0.5774484,1,churn,-0.0899472388734784,-0.0028897022199271,0.0601286459145467,0.11292714846908,0.0053760809149753,0.093744560875325,-0.0090210859208855,-0.0483844746139675,Male,24,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d145159f-32b6-47bf-97bb-bb7156e9cf6e,churn,0.4544258,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,61,No,No,Employed,Suburban,College,1671256800
2,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,18dcd31e-077e-48a6-95bf-2319680ecd5c,no_churn,0.2793573,0,no_churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Male,22,Yes,No,Employed,Suburban,College,1671256800
68,Yes,No,Medium Speed,In_Store_Support,Two year,100hrs+,Active,f4e93d92-42f8-4a18-9a69-d988633e7c0a,no_churn,0.016652174,0,no_churn,-0.0436397218639467,-0.0031160902291594,-0.0193277100478008,-0.0220978131905212,-0.0575350592770337,-0.138997615724948,0.009832926699928,0.0158549309874069,Male,60,No,No,Unemployed,Suburban,College,1671256800
16,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,033dc40e-8c43-45a7-803f-c52530d52403,churn,0.5335797,1,churn,0.140586647747732,-0.0021437161625271,0.0499338014996101,0.0515065247027359,0.101762467345761,0.147712266818789,0.0763730870400831,0.0683380155370105,Male,24,Yes,Yes,Unemployed,Urban,Doctor,1671256800
38,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,9dd11463-ab14-4a9d-9e25-e8a7b14a9b45,no_churn,0.04169057,0,no_churn,-0.0468915055935576,-0.0068625778808564,-0.0062715990481274,-0.0479227448020583,-0.0010141431249167,-0.0945331000082887,-0.0224171068322903,-0.0385679205809719,Female,71,Yes,No,Employed,Urban,Bachelor,1671256800
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,df54dc2e-3cfb-419b-8789-fc22763d3f83,no_churn,0.017794244,0,no_churn,-0.0965766116029408,-0.0024235979126751,0.0148606131701262,0.051391232625001,-0.0077969230896542,-0.102994310152444,-0.0053416571539764,-0.0094782311878407,Female,80,Yes,No,Employed,Suburban,Master,1671256800
68,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,29497875-a531-4b10-8b2a-691abef4b19f,no_churn,0.008456011,0,no_churn,-0.0614203654643461,-0.0037060325556376,-0.0143773516941837,-0.0182693018839381,-0.000219495494839,-0.11634013835197,-0.0249788759849616,-0.0297145911534426,Male,30,No,No,Medical Leave,Suburban,High School or Below,1671256800
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f1756ab-b3c4-4f96-a80a-73adbc757ee0,no_churn,0.22162636,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Female,74,Yes,Yes,Employed,Urban,College,1671256800
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,48f04a3d-bbce-4140-83b0-dd6843818912,no_churn,0.16001901,0,no_churn,-0.178070706977387,-0.0021594161431494,0.0140288570433949,-0.013224817008122,-0.0231692562030912,-0.0738608829731038,0.0336331452169542,0.0316778763510046,Male,23,No,No,Employed,Urban,High School or Below,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6ed62d01-6df2-4089-bde4-ec66ee03f6ff,churn,0.5587322,1,churn,0.178600135515644,-0.0033197778587054,-0.0088520130958931,0.141425761229302,0.0512602005343978,0.138743542548291,0.176978833730755,0.0561371760817746,Female,29,No,No,Unemployed,Suburban,High School or Below,1671256800
2,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,09b07b17-297d-47ff-8f64-6ba670b84234,no_churn,0.2793573,0,no_churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Male,79,No,Yes,Employed,Urban,High School or Below,1671256800
11,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,28b40b75-f2b6-40a3-9924-b103580cf78a,no_churn,0.03595809,0,no_churn,-0.0099358011463846,-0.0090744815293328,-0.0141005807345027,-0.0418473632391396,0.0259629038438834,-0.0709044612000252,-0.026984537393746,-0.0421418304372491,Male,75,Yes,Yes,Disabled,Urban,High School or Below,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a573278-0c8f-4816-b3fd-a2e63c79bae9,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,40,Yes,Yes,Employed,Suburban,Doctor,1671256800
68,Yes,No,Medium Speed,In_Store_Support,Two year,100hrs+,Active,01a88483-92d9-4308-9140-76b6e0455ce8,churn,0.016652174,0,no_churn,-0.0436397218639467,-0.0031160902291594,-0.0193277100478008,-0.0220978131905212,-0.0575350592770337,-0.138997615724948,0.009832926699928,0.0158549309874069,Male,21,Yes,No,Retired,Rural,College,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9d024452-ee57-4c5e-8f52-98024dac8a46,churn,0.83836484,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,32,No,No,Unemployed,Suburban,College,1671256800
32,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,165a8484-356f-4a75-9ae3-d2f64d36e46b,no_churn,0.21328448,0,no_churn,-0.0439251032558377,-0.0154799784644819,-0.0101457330133871,-0.0243299470468173,-0.0165833872630764,0.060272148626118,-0.0296441394667817,-0.0461900093707663,Female,43,No,Yes,Employed,Urban,Master,1671256800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,c939df28-6f13-4196-88df-aa2678c4f245,churn,0.6748972,1,churn,0.11737812633417,-0.0159894548086958,-0.105141134601054,-0.0666311461396435,-0.185648727154676,0.0633038040301471,-0.0389465489963731,-0.021517737010472,Female,34,No,No,Unemployed,Urban,Bachelor,1671256800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,352d57c7-287c-4703-9e38-f6eb06a416e7,churn,0.4544258,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,54,Yes,Yes,Employed,Suburban,Doctor,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0fa97aa2-6b6b-430e-b32e-7649a1f8dcbf,churn,0.83836484,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,47,No,Yes,Unemployed,Suburban,Bachelor,1671256800
65,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,aff3efe2-35c2-4172-b1df-b0573b42ab94,no_churn,0.015045837,0,no_churn,-0.0860185848988294,-0.0027710048632434,-0.008179923105672,-0.0199923530814157,-0.053019200591043,-0.1254773879812,0.000169457269053,0.0262628441418883,Male,51,No,No,Employed,Suburban,Bachelor,1671256800
27,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,101b6ebe-6501-49f5-aacd-99247d363d16,no_churn,0.114061065,0,no_churn,-0.109256256682511,-0.0072080896069383,-0.035838919936823,-0.0699631484084238,0.015852059611343,0.036850656279139,-0.0534204965997741,-0.046041955844812,Female,54,No,No,Unemployed,Rural,Bachelor,1671256800
23,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,72990bd9-b890-4917-8584-e96d2adf0586,no_churn,0.0510184359999999,0,no_churn,-0.0917206970352344,-0.0041321210639762,-0.0160086030155798,-0.0245363469688709,0.0075627820545196,-0.0590363818093464,-0.0300893721021384,-0.0510654125756082,Female,70,No,No,Unemployed,Suburban,Bachelor,1671256800
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2aa42a73-3133-4473-afa2-5531cfb20281,no_churn,0.04023807,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,74,No,No,Employed,Suburban,Bachelor,1671256800
70,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,af722feb-0ba5-464f-bdbc-94c811a6df20,no_churn,0.058093872,0,no_churn,-0.0992561159567776,-0.0026549822606102,0.0155402375539961,0.0410876470220864,-0.056391350690128,-0.11100219567868,-0.0228952278047108,-0.0284541633830303,Female,73,No,No,Unemployed,Suburban,High School or Below,1671256800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,b5af778c-e5c5-4899-b2bd-fff54f26d48c,no_churn,0.01606381,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,29,No,Yes,Unemployed,Suburban,College,1671256800
60,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,5f34cea9-537a-4582-9c23-29bb769e95b8,no_churn,0.017550282,0,no_churn,-0.044228675445911,-0.0046693405945734,-0.016506516083491,-0.071238134356663,0.0086847762044089,-0.074774319943981,-0.0349174159815811,-0.0313765264566427,Female,64,No,Yes,Employed,Suburban,Doctor,1671256800
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,177c04c5-e151-4c13-bc83-74f72954f0ba,no_churn,0.04023807,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,27,Yes,No,Employed,Suburban,High School or Below,1671256800
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,88378f1f-1916-4182-a839-81db03ba371e,churn,0.5490413,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,48,No,Yes,Employed,Suburban,College,1671256800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f6cceac3-0fd7-43b2-88d3-fba80e0ce0c0,no_churn,0.255325,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,42,No,Yes,Medical Leave,Suburban,College,1671256800
38,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,87372491-b7cb-438b-b55b-447d154c4be2,no_churn,0.04169057,0,no_churn,-0.0468915055935576,-0.0068625778808564,-0.0062715990481274,-0.0479227448020583,-0.0010141431249167,-0.0945331000082887,-0.0224171068322903,-0.0385679205809719,Male,68,No,No,Unemployed,Urban,Bachelor,1671256800
48,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,1556e499-f284-44ba-b04c-4b221531c851,no_churn,0.0095425694999999,0,no_churn,-0.034955879688714,-0.0049705612983416,0.0167477141756353,-0.0235606702747463,0.0177158657804284,-0.195391517325043,-0.0160571574004825,-0.0285539459453502,Male,47,No,No,Employed,Urban,High School or Below,1671256800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,db95e72e-c5b5-44a1-b6cb-fb5ba126a60f,no_churn,0.44838983,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,20,No,Yes,Employed,Rural,High School or Below,1671256800
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f084ba4f-9d18-4b35-83ce-7b611fb1853c,no_churn,0.22162636,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Female,23,No,Yes,Employed,Suburban,Bachelor,1671256800
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f05e0644-26f1-496d-a9ff-6a8b6e8cf34e,churn,0.48151094,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,35,Yes,Yes,Employed,Suburban,College,1671256800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,d31bc84b-9133-467d-93dd-614b298c24d4,no_churn,0.13448447,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,61,Yes,No,Employed,Suburban,High School or Below,1671256800
21,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,5aa23dc8-f2ea-48e3-b069-22343cd88792,churn,0.64241654,1,churn,-0.0620689989804759,-0.0055768431643809,0.0580419753714341,-0.0334193258907271,0.0802378100909936,0.0642728768098822,-0.0166390966605285,0.0952921199562843,Male,75,No,Yes,Medical Leave,Suburban,College,1671256800
63,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,131f3b17-f4a1-48c7-8de0-fbfea8b266b2,no_churn,0.11156393,0,no_churn,-0.19634037524359,-0.0022916549537876,0.0292076612351047,-0.074958910614896,0.0160258905553382,-0.0756474654333124,0.0061272954975902,0.0321847384955071,Male,62,No,Yes,Employed,Suburban,College,1671256800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32df5e44-e831-42fd-b662-fdd1ce798bb0,no_churn,0.6891068,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,64,Yes,Yes,Employed,Suburban,Bachelor,1671256800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef41603e-ce69-49a0-9f02-8b13f8d2d7eb,churn,0.4108741,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,23,No,No,Employed,Suburban,College,1671256800
61,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c2aa0515-28b1-4de5-875c-12b88c501999,no_churn,0.015616366,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Female,52,No,No,Employed,Suburban,Bachelor,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5b5cd554-f0ee-416e-85c2-449c6ba22e95,no_churn,0.33158183,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,43,Yes,Yes,Employed,Suburban,Master,1671256800
55,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d2943d47-954c-4908-ab60-a1d8172a9943,no_churn,0.21559091,0,no_churn,-0.0848117568921679,-0.007286105859257,0.0121999589422921,-0.0093034419614923,-0.113293822103087,0.0260836393517911,-0.0349193899517013,-0.0276952330359745,Male,51,No,Yes,Employed,Urban,Bachelor,1671256800
46,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,ba4234fb-ddd2-4c6e-875d-eb5ebaad201b,no_churn,0.23049836,0,no_churn,-0.214877860027364,-0.0027101696388854,0.0210093626348771,-0.0542386668425388,-0.0243017645775853,0.0601272086490644,0.0249538632896565,0.0310118711905306,Female,60,No,Yes,Employed,Rural,High School or Below,1671256800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,26ab64d2-0b6b-4425-affc-4bf9a154c608,no_churn,0.33158183,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,67,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,079ef044-4fdc-4567-a79c-58a4f036ce6b,no_churn,0.006647004,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,52,No,Yes,Employed,Suburban,Bachelor,1671256800
56,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,31a56ef4-c21a-4c9f-b157-0de3721a3419,no_churn,0.0241693929999999,0,no_churn,0.0040043917576622,-0.0030984011210421,0.0132402550363985,0.0066707274708824,-0.0025531001037415,-0.222005366387111,-0.0346652709964837,-0.0306193867336514,Female,22,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
63,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,a90299b9-c937-4c94-a634-d4e25ef9b4b7,no_churn,0.11156393,0,no_churn,-0.19634037524359,-0.0022916549537876,0.0292076612351047,-0.074958910614896,0.0160258905553382,-0.0756474654333124,0.0061272954975902,0.0321847384955071,Female,28,No,Yes,Unemployed,Suburban,High School or Below,1671256800
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,0e90dd5b-1a45-44a4-ad21-b2bbd89337cf,no_churn,0.40799218,0,no_churn,0.12531086945859,-0.0018875235846644,-0.0361092170270058,-0.0689575475303899,-0.175579882633283,0.0701194296639914,-0.0126679832795707,0.0357457008192068,Male,65,No,Yes,Unemployed,Rural,High School or Below,1671256800
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,e25d6690-eda0-46b5-9473-9403f4f1c884,no_churn,0.04437108,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Male,25,No,No,Retired,Suburban,College,1671256800
37,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2b1feb87-5002-4dbe-877f-b03773ba932f,no_churn,0.054264594,0,no_churn,-0.107790394810618,-0.0188829950493163,-0.0767063133053216,-0.0386549406923677,-0.0364950228524048,0.0480666459126314,-0.0166179338759593,-0.0219451946880326,Male,25,No,No,Employed,Suburban,Bachelor,1671256800
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6cd54289-9dbc-4592-a318-32bdc81fefdf,churn,0.6003627,1,churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Male,46,No,No,Employed,Suburban,High School or Below,1671256800
23,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,afbb4d36-4351-49c5-8bb3-ef824f4ba983,no_churn,0.0510184359999999,0,no_churn,-0.0917206970352344,-0.0041321210639762,-0.0160086030155798,-0.0245363469688709,0.0075627820545196,-0.0590363818093464,-0.0300893721021384,-0.0510654125756082,Male,37,No,No,Unemployed,Suburban,High School or Below,1671256800
53,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,9aea7a2a-a5d4-4259-81fc-5f7a30d06fe2,churn,0.09594376,0,no_churn,-0.075812182142472,-0.0025767055430696,0.0297689370589068,-0.0242630539204037,-0.0561094052767657,-0.0977554808329296,0.0019151719390538,0.0158065664446621,Female,24,No,No,Unemployed,Suburban,High School or Below,1671256800
51,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,4bb52d73-b3c8-4f7e-9605-87c42a31e4f5,no_churn,0.041663155,0,no_churn,0.0710887940377506,-0.0032286411617769,0.0999085308637359,0.111263767550572,0.069614181454649,-0.147477177493206,0.0051007717153152,0.0078003139745032,Male,62,Yes,Yes,Unemployed,Suburban,Bachelor,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a0da7e1c-1ee9-44da-b0bf-4644afe0bf0f,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,23,No,No,Employed,Urban,Bachelor,1671256800
22,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,2441c41c-c6ad-48ab-b9a3-bfe7da26aceb,churn,0.32546505,1,churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Female,27,No,No,Employed,Suburban,High School or Below,1671256800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f6cac6ba-7a02-4dd7-8e08-37c1f6144bb2,churn,0.7266941,1,churn,0.219952129634812,-0.0006744721554787,-0.0156230571928608,0.114801776761624,0.0978264735435004,0.141496236501462,0.0774940885409159,0.0857006816995817,Male,77,Yes,No,Employed,Suburban,High School or Below,1671256800
47,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,08436817-31c6-4acd-86d3-ef4279739439,churn,0.017329214,0,no_churn,-0.0553418933445937,-0.003811920024309,-0.0225002826206582,-0.0205000328080677,-0.0751881008521013,-0.127171194583643,0.011091128834123,0.024396144736529,Female,59,Yes,Yes,Employed,Suburban,College,1671256800
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,aed7bc19-a556-4f9e-bda9-b91ef03a8fe8,churn,0.6926946,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Male,56,Yes,No,Employed,Suburban,Doctor,1671256800
15,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,ffd420ff-95a6-4b02-a89c-2f32b7aa9e8c,no_churn,0.0304212229999999,0,no_churn,-0.0045225792141354,-0.006068179023423,-0.0367726204631981,-0.027621787620119,-0.0427332723083145,-0.0996614600080829,-0.0210836769449633,-0.0305625769335529,Male,70,No,Yes,Employed,Suburban,Bachelor,1671256800
18,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ceaf5375-5348-4908-99cc-99e5d304cafd,no_churn,0.35245377,0,no_churn,-0.030481991531542,0.106478194156762,0.0421329568300143,0.0369589112128505,0.0254657860675797,0.102661386884806,-0.0402019468484877,-0.0337894438868443,Female,58,No,No,Disabled,Suburban,Bachelor,1671256800
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,051fcfab-e6e6-4cf6-8671-e6b3dc84a868,no_churn,0.063870974,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,39,No,No,Employed,Suburban,Bachelor,1671256800
72,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,1ae6c26e-c8d4-4440-87c5-4af03ea84608,no_churn,0.0024849903,0,no_churn,-0.0682230975083803,-0.0030099704574604,-0.0046665940280854,-0.0183307676810454,0.0022647620371844,-0.127098081603781,-0.0222977212565911,-0.027664682346467,Female,75,No,Yes,Unemployed,Rural,Master,1671256800
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,13b25a29-4f51-419d-acd0-519c4dbeafa3,churn,0.40092763,1,churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Female,36,No,Yes,Employed,Suburban,Bachelor,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,30716e3a-69bc-430d-bc92-0c1560661cd3,churn,0.7550064,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,61,Yes,No,Employed,Suburban,Master,1671256800
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,45986307-0f53-4ea2-91ba-db3d521c9888,churn,0.16724868,1,churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,47,No,Yes,Unemployed,Suburban,Bachelor,1671256800
2,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,027b61a9-e7db-439b-8ba8-36caf47ab679,no_churn,0.2793573,0,no_churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Female,43,Yes,Yes,Medical Leave,Suburban,College,1671256800
35,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,aad0be8f-85d7-437a-b914-a668ee5e386c,no_churn,0.008507477,0,no_churn,-0.0455066569625796,-0.0046713790168905,0.0035463647449159,-0.0321931955389845,0.0120108776398046,-0.125463522096752,-0.0367145948522193,-0.0400340459546168,Male,41,No,Yes,Disabled,Suburban,Master,1671256800
25,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,29eb6a07-e02c-4f37-9261-fa8e9065d86e,no_churn,0.13633133,0,no_churn,0.0506368897013635,-0.0018125697573123,0.0109499380284614,-0.0167736465252346,0.0748451821473827,-0.222403201346233,0.0588855879070433,0.0606456685576995,Male,62,No,Yes,Employed,Suburban,College,1671256800
59,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,b5d97376-7f3f-415d-bad8-05f2aa73572c,no_churn,0.010776807,0,no_churn,-0.023914085049264,-0.0027609563239821,-0.0017714013827571,-0.0113135500796943,-0.0118645275909693,-0.154656819949741,-0.013081093221017,-0.0096637165114361,Male,24,No,Yes,Employed,Suburban,College,1671256800
62,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,5734775f-4144-47c5-b8fe-a108ed12aa47,no_churn,0.07176972,0,no_churn,-0.113653809719453,-0.0023555602463966,0.0030683849772321,0.0111931119356086,0.0368361160682616,-0.244045041926893,0.0442573979515691,0.055673248706189,Male,39,No,Yes,Medical Leave,Suburban,High School or Below,1671256800
40,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,7bb74d28-8b11-4187-b74c-ac7cf5d67792,no_churn,0.08064928,0,no_churn,-0.205289153628892,-0.0122717122553149,-0.0508491204461461,-0.0301355337479071,0.047915848753073,0.0233831081974312,0.0189199994512091,0.0448242214390484,Male,77,No,Yes,Employed,Suburban,High School or Below,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,15258b5d-3a24-4124-8649-8663ee2d123b,churn,0.6040357,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,72,No,Yes,Employed,Suburban,High School or Below,1671256800
11,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,4fa64ba1-3b2d-40b2-856e-d24d6120c545,churn,0.6010288,1,churn,0.0972970003810951,-0.0014564081826028,-0.0136699211068844,0.044235732288962,0.159999340895029,0.112133110726409,0.127233383633957,0.126034947762128,Female,28,No,No,Medical Leave,Suburban,High School or Below,1671256800
64,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,c543a83f-48fb-46e3-9161-520a925f3088,no_churn,0.029890502,0,no_churn,-0.067262335288442,-0.0039810849412424,0.0090763395896283,-0.0097282252529657,0.0146780317784759,-0.113981002182873,-0.0411694730749695,-0.056658403383426,Female,60,No,Yes,Employed,Suburban,High School or Below,1671256800
63,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,191431d6-b13e-4bc4-b455-688f1cbf8fc0,no_churn,0.0141197789999999,0,no_churn,-0.0683731900000657,-0.0029182567181123,-0.0086463884222484,-0.0170077017160838,-0.0512361982032052,-0.157246466318866,0.0154276961398863,0.0209743523298675,Female,25,Yes,No,Unemployed,Suburban,Doctor,1671256800
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1a28accc-698b-4156-8d89-f70ef5df6d04,churn,0.3266425,1,churn,-0.0242136609192311,-0.0035017524494469,0.0605420416645756,0.0190035786831504,0.146503125724776,0.0578198546932981,0.0902143168679686,0.0868444485184227,Female,42,No,Yes,Employed,Suburban,Master,1671256800
42,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d2207bfb-3e08-4e5c-9c20-5f39429f0ada,no_churn,0.18115781,0,no_churn,-0.062861650239829,0.0733055896648693,0.0312622375651335,-0.0009764010807066,-0.0397733348129713,0.0728378974667793,-0.0101858307606198,-0.012634655264128,Male,38,No,No,Employed,Suburban,High School or Below,1671256800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e451561d-8aba-496c-99c0-f272c7610883,churn,0.59898466,1,churn,0.10575391909988,-0.0030654594344014,0.0629771914244793,0.0478410038121364,0.056950159441385,0.140060853950763,0.13880740830894,0.0662916370124548,Female,72,No,No,Employed,Suburban,College,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0a7f3c19-3294-463f-ac0e-b215891d50ff,no_churn,0.6171868,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,31,No,No,Unemployed,Suburban,College,1671256800
16,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,45434032-d9da-404c-9900-dc81fa3fc60d,churn,0.5335797,1,churn,0.140586647747732,-0.0021437161625271,0.0499338014996101,0.0515065247027359,0.101762467345761,0.147712266818789,0.0763730870400831,0.0683380155370105,Female,28,Yes,No,Employed,Suburban,College,1671256800
59,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,e20e9612-9c43-4a52-893e-47046684e8de,no_churn,0.010776807,0,no_churn,-0.023914085049264,-0.0027609563239821,-0.0017714013827571,-0.0113135500796943,-0.0118645275909693,-0.154656819949741,-0.013081093221017,-0.0096637165114361,Male,21,Yes,No,Employed,Suburban,Bachelor,1671256800
22,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,f175f2c0-7bce-4cc4-92b0-49a56c6a04aa,churn,0.32546505,1,churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,26,Yes,No,Unemployed,Urban,Bachelor,1671256800
52,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,ab551a8e-0951-4b2d-90f5-93e5dd0ab32c,no_churn,0.06369032,0,no_churn,-0.0177014711753827,-0.0058363651653053,-0.0592514219628219,-0.0032639326707248,0.0508496661724802,-0.136668784600038,0.0345624299717383,0.0632837294905857,Male,66,Yes,No,Employed,Urban,College,1671256800
1,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,7c399837-c599-4b48-8f58-2b4a0e519891,churn,0.89666253,1,churn,0.286908693510745,0.0132669555651364,-0.0091434313354011,-0.0595201595885282,0.0198723918429277,0.152218537605381,0.108006482667811,0.101864377918873,Female,27,No,Yes,Employed,Suburban,High School or Below,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ab52a87f-c1fb-443d-b56e-b3995d9ab2b1,no_churn,0.5701121,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,23,Yes,No,Unemployed,Suburban,High School or Below,1671256800
63,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,1a553e1d-dcd5-41e2-b479-aad8e432bd9f,no_churn,0.20200801,0,no_churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Male,74,No,Yes,Employed,Suburban,Master,1671256800
59,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,abde904b-76d1-4ee1-aebe-1b37131761db,no_churn,0.010776807,0,no_churn,-0.023914085049264,-0.0027609563239821,-0.0017714013827571,-0.0113135500796943,-0.0118645275909693,-0.154656819949741,-0.013081093221017,-0.0096637165114361,Female,69,No,Yes,Employed,Suburban,Bachelor,1671256800
18,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b7eb27fc-6a54-4966-acf4-2fa2f02c2b45,no_churn,0.16076832,0,no_churn,-0.0084542822284947,-0.0060066560650739,0.0040135926952916,0.0023386264878718,0.0202684786391,0.062351802617286,-0.0284005362495827,-0.013683653254211,Female,73,No,Yes,Retired,Suburban,High School or Below,1671256800
59,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,49f265d9-ebdf-4349-adc6-a37d8cbab717,no_churn,0.13015431,0,no_churn,-0.100649846348479,-0.0054295713749706,-0.0157424771304067,-0.0397455626863848,0.0062023947004308,0.0365392458633687,-0.0548666996757856,-0.0453336349791243,Male,59,No,No,Unemployed,Suburban,High School or Below,1671256800
35,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,6fb5ff92-4a95-42f6-ae56-44d97f1b1ea7,no_churn,0.008507477,0,no_churn,-0.0455066569625796,-0.0046713790168905,0.0035463647449159,-0.0321931955389845,0.0120108776398046,-0.125463522096752,-0.0367145948522193,-0.0400340459546168,Female,64,Yes,No,Unemployed,Urban,High School or Below,1671256800
53,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,a84cea3f-d76f-4e63-9592-909641e3fc01,no_churn,0.010331501,0,no_churn,-0.0534276805439185,-0.0032861490940922,-0.0137977827289523,-0.0138824444349666,-0.0577472896799645,-0.0902076239297275,-0.0117394129613239,-0.0159377686036987,Female,79,Yes,No,Employed,Rural,College,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b2d74c48-fed1-4102-9012-d18d9a98da73,no_churn,0.51666427,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,20,No,No,Unemployed,Urban,Bachelor,1671256800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,1b9ed216-1d76-45f8-b003-b4aab56842a0,no_churn,0.00530445,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,24,Yes,Yes,Employed,Suburban,College,1671256800
11,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0e61cf90-76a5-4326-a380-78d98b330645,no_churn,0.21106233,0,no_churn,-0.0323613280964491,-0.0070196624349955,-0.0323399159960354,-0.0613402958320875,-0.0427430499526417,0.0528508342708755,-0.031715151452754,-0.0250242475407139,Female,51,Yes,No,Employed,Suburban,Bachelor,1671256800
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,fcf7fe4b-54d8-46ba-9d3b-72355a9fa279,no_churn,0.2749001,0,no_churn,-0.0894650204574009,-0.001677106756797,0.0172317746244061,-0.050880570009167,-0.0412896031053514,-0.105865362018376,0.0347038753813103,0.0382158602880554,Male,65,No,No,Disabled,Suburban,High School or Below,1671256800
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f99bc5d-77bd-4cc0-b91b-dbf5a21d2ef6,no_churn,0.063870974,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,68,No,No,Unemployed,Suburban,College,1671256800
64,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,57932960-319f-453c-a6e0-6e24d1498675,no_churn,0.029890502,0,no_churn,-0.067262335288442,-0.0039810849412424,0.0090763395896283,-0.0097282252529657,0.0146780317784759,-0.113981002182873,-0.0411694730749695,-0.056658403383426,Male,55,No,No,Disabled,Suburban,High School or Below,1671256800
19,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6765ce54-bb78-4c08-9459-e15835327e47,no_churn,0.09073529,0,no_churn,-0.0526891629652709,-0.007144461650605,-0.0301109275590079,-0.11083067210443,0.0180203103242365,0.0419501612224212,-0.0619626197686466,-0.0662587796361731,Female,67,Yes,No,Employed,Suburban,Bachelor,1671256800
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,97aed4e3-0782-4b8b-9d65-a34249713bc1,no_churn,0.2706707,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,49,No,Yes,Medical Leave,Rural,High School or Below,1671256800
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e01fb204-6d77-4da2-a2a2-f0473377902e,no_churn,0.64236116,0,no_churn,0.213748895135359,-0.0035264634110353,-0.0327107734597575,0.141968572530277,0.0662231502260419,0.141772432101097,0.150105173980428,0.053392866502736,Female,21,No,No,Disabled,Suburban,High School or Below,1671256800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e61abaca-1a4c-4a1c-8535-3525b7cf3e93,churn,0.89108837,1,churn,0.315653309756576,-0.0034854517670055,0.023281325820958,0.0573506532223109,0.0607018983436955,0.161475905471489,0.0495065043632712,0.0464897077670957,Female,73,No,No,Employed,Suburban,Bachelor,1671256800
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aa8ec547-91d7-4c0b-86f1-716920696e39,no_churn,0.10547379,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,57,No,Yes,Unemployed,Suburban,Doctor,1671256800
51,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,7825c281-cf6c-49ef-8896-300107e0160c,no_churn,0.041663155,0,no_churn,0.0710887940377506,-0.0032286411617769,0.0999085308637359,0.111263767550572,0.069614181454649,-0.147477177493206,0.0051007717153152,0.0078003139745032,Female,30,Yes,Yes,Employed,Rural,College,1671256800
63,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,d3486fc2-f576-4b1d-b065-8de20e54fc01,no_churn,0.0141197789999999,0,no_churn,-0.0683731900000657,-0.0029182567181123,-0.0086463884222484,-0.0170077017160838,-0.0512361982032052,-0.157246466318866,0.0154276961398863,0.0209743523298675,Female,55,No,No,Employed,Suburban,Master,1671256800
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1dd5537f-ff08-4b57-bdab-89c30bf5ee75,no_churn,0.10547379,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,29,Yes,No,Employed,Rural,Bachelor,1671256800
33,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,f8b8e911-940c-4126-80f6-9ae253c30505,no_churn,0.052153487,0,no_churn,-0.0461111299547383,-0.0048113090548713,-0.0036799365043771,-0.103317012556035,0.0413148571949386,0.0439478768019034,-0.0538079682856869,-0.0575615307263251,Male,45,No,No,Employed,Suburban,Bachelor,1671256800
67,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,d08eea81-94c1-4bf1-bed8-75c7521d60f1,no_churn,0.2622315,0,no_churn,-0.0589928320595208,0.0002265288063608,0.088552350953978,0.0420455127118293,0.112369000599283,0.0073011861965369,0.12310488736226,0.0943672256369609,Male,69,No,Yes,Medical Leave,Urban,Bachelor,1671256800
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,655c52df-47fe-48a1-a3b6-501374f0a033,churn,0.5490413,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,77,Yes,Yes,Unemployed,Suburban,High School or Below,1671256800
36,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,fc26fe87-6600-4567-8562-579e4a63e9fa,no_churn,0.39383084,0,no_churn,-0.141526806541769,-0.0053251356801047,-0.0936919050754659,0.0154001416053324,0.0013164870677337,0.0027578373772848,-0.006765935808271,-0.0039408332208586,Male,71,No,No,Medical Leave,Rural,College,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,baed4f82-7fa2-4d5a-93bd-e96fb4e007f6,churn,0.8856268,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,43,No,No,Employed,Urban,College,1671256800
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,cbd07020-a4a9-440a-93c3-9d52ee6c6095,no_churn,0.04437108,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Female,40,No,No,Employed,Suburban,Bachelor,1671256800
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d1fafdd-4299-4fd4-b944-6c41616ea9b8,churn,0.5774484,1,churn,-0.0899472388734784,-0.0028897022199271,0.0601286459145467,0.11292714846908,0.0053760809149753,0.093744560875325,-0.0090210859208855,-0.0483844746139675,Male,20,Yes,No,Employed,Rural,High School or Below,1671256800
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c9b8392-1a23-4e63-bf72-0c6e657d5d66,churn,0.42249867,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,80,No,No,Employed,Suburban,College,1671256800
47,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,975ca10d-e024-4edc-b285-79d63ea4683a,churn,0.4030543,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,46,No,No,Unemployed,Rural,Bachelor,1671256800
33,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,705756a4-3654-45c7-b84b-b538036e084b,no_churn,0.253423,1,churn,0.0723589610184535,0.0020707613295235,0.0224093307960083,0.019973089580244,0.0368579811582094,0.0243147042466443,0.133887336507541,0.0991016936256164,Male,69,Yes,Yes,Disabled,Suburban,Master,1671256800
61,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,9827c674-881a-42ed-becd-694cf71ae00f,churn,0.22985992,1,churn,-0.0639958650392509,-0.0011027193358131,-0.030837286036658,-0.0185781881727234,0.0641522397087646,-0.0447776679988419,0.0376343312883182,0.0684790068130678,Male,20,No,No,Employed,Suburban,College,1671256800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3543638b-191d-4ab7-8e6a-eebd55d42e89,churn,0.8511619,1,churn,0.218786102569129,-0.0051161882878841,0.1298176941764,0.0484231042483679,0.0559291522300372,0.146592137886519,0.0642665761395892,0.062275273922105,Male,59,No,No,Retired,Rural,High School or Below,1671256800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a085056d-36e9-47ec-863d-df0f0cd3e667,no_churn,0.6303459,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,71,No,No,Retired,Suburban,Bachelor,1671256800
52,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,fc787328-e686-4719-8f44-77ccfcacfdbe,no_churn,0.03743643,0,no_churn,-0.0714904818414652,-0.0053491516400026,-0.0101567984607027,-0.0412237433334848,0.0071984137948129,-0.089305441397646,-0.0301823612338921,-0.0285165886688628,Female,20,No,No,Unemployed,Suburban,Bachelor,1671256800
35,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,a8e5cadb-49a3-4b33-bbf6-10f5e9e7f696,no_churn,0.0605648529999999,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,71,No,No,Unemployed,Suburban,Bachelor,1671256800
53,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,9bea7dbe-bf6a-4da8-9016-2f9584f1cdb7,churn,0.09594376,0,no_churn,-0.075812182142472,-0.0025767055430696,0.0297689370589068,-0.0242630539204037,-0.0561094052767657,-0.0977554808329296,0.0019151719390538,0.0158065664446621,Male,33,No,Yes,Unemployed,Suburban,Bachelor,1671256800
35,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,d1632692-2816-42a1-a3c1-4a06b0b99d99,no_churn,0.008507477,0,no_churn,-0.0455066569625796,-0.0046713790168905,0.0035463647449159,-0.0321931955389845,0.0120108776398046,-0.125463522096752,-0.0367145948522193,-0.0400340459546168,Female,43,No,No,Employed,Suburban,High School or Below,1671256800
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7d62da29-1f4f-4bee-94db-0b8d874525d7,churn,0.6014198,1,churn,-0.0799026373430115,-0.0008656348928161,0.0923157660931883,-0.0287864331547279,0.0615105083145499,0.0699458332251379,0.0550003335316068,0.0788870746868087,Male,77,No,Yes,Employed,Suburban,College,1671256800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,93fb138e-9564-4ea8-9fa8-7eec492aeb4a,no_churn,0.5701121,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,21,No,Yes,Employed,Rural,Doctor,1671256800
42,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b31098e4-0464-4ffa-89a9-7ee70de9e422,no_churn,0.20632535,0,no_churn,-0.038316439503742,-0.0548483943504106,-0.0155216230088899,-0.100960606531644,-0.0426446307210426,0.0510953279308341,-0.0219381491618605,-0.0358916351399602,Male,45,Yes,Yes,Employed,Suburban,Bachelor,1671256800
58,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,e21d0410-fe8f-4b2e-848a-f7824c245a6c,no_churn,0.21909517,0,no_churn,-0.0901193067187341,-0.0022719868398417,-0.0110017759896345,-0.0651834675325426,-0.0365270576970215,-0.130367891258938,0.0532395557025938,0.0604835559265666,Male,57,No,Yes,Employed,Urban,Bachelor,1671256800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2dcddf33-6b6d-41b1-b4fc-b8696951ef73,churn,0.78337675,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,31,Yes,No,Unemployed,Suburban,Master,1671256800
64,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,97dcf008-2b0d-405e-9c4c-e0fd0cae3c72,no_churn,0.011794843,0,no_churn,-0.087927357981689,-0.0060736387124234,-0.009515665670051,-0.0151705124816089,-0.0505435818104797,-0.133587271469296,0.014604071662834,0.019187803408754,Male,51,No,Yes,Employed,Suburban,College,1671256800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,48c04ea8-9e9b-45a5-b510-85203fc590a5,churn,0.4544258,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,35,No,No,Employed,Suburban,College,1671256800
68,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,6f6fef80-cc5a-43cc-8453-3756f0b9d8de,no_churn,0.008456011,0,no_churn,-0.0614203654643461,-0.0037060325556376,-0.0143773516941837,-0.0182693018839381,-0.000219495494839,-0.11634013835197,-0.0249788759849616,-0.0297145911534426,Female,35,No,Yes,Disabled,Suburban,College,1671256800
32,Yes,Yes,Medium Speed,In_Store_Support,One year,<50hrs,Active,09c5b665-59da-4edd-bf3e-5f061a833b22,no_churn,0.14131667,0,no_churn,-0.07928616363753,-0.0025063603521448,0.0069062307630065,-0.088543932046723,-0.05980922464807,-0.0976215654185489,0.0278154529967923,0.034019409220532,Female,63,No,Yes,Unemployed,Rural,Bachelor,1671343200
61,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,12d256dc-25e8-40f9-8a63-7c9a766e2d1c,no_churn,0.01978097,0,no_churn,-0.0984977590128073,-0.0023388241780776,-0.0289931236731717,-0.04007289297846,0.0366176641427227,-0.161633469520475,0.0323636680799245,0.0435285853366804,Female,49,No,Yes,Retired,Suburban,High School or Below,1671343200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,19744f10-fbab-4e23-8f67-3b4e2b429215,no_churn,0.0147864019999999,0,no_churn,-0.0102219192312622,-0.0028787381804431,0.0160933945073338,-0.126100869205848,-0.0456603094199454,-0.125583286451265,0.0368397292482313,0.0284858448478962,Female,44,No,Yes,Employed,Urban,Bachelor,1671343200
33,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,974caf6e-69b4-4f10-bbf8-52cd8840faec,no_churn,0.29081884,0,no_churn,-0.127533099492221,0.041807575809662,0.0140857348465988,-0.0539498823253643,-0.0454916710825955,0.0681406093579607,0.0157175601763083,0.0381970238881876,Male,31,Yes,Yes,Unemployed,Suburban,College,1671343200
70,No,No phone service,Low Speed,In_Store_Support,Two year,<80hrs,Active,67842f37-3b04-4770-b92b-6857357ada3d,no_churn,0.008997058,0,no_churn,-0.0964398061875226,0.0054393938848807,-0.00746125980761,-0.0184629183868946,-0.0306455939601164,-0.157641771501771,0.0117954581393269,0.0243903443371573,Male,35,Yes,No,Disabled,Urban,Bachelor,1671343200
72,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,07db4da4-c0c2-4c9a-9d19-64b38b253861,no_churn,0.0043752934,0,no_churn,-0.118882149299384,0.0036077430522482,-0.0096809283622133,-0.0068674342127042,0.0057596641725285,-0.174075613838334,0.0251642286255241,0.0372860018920073,Male,77,Yes,No,Retired,Rural,Bachelor,1671343200
71,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,1d4a6179-9c58-4a6b-93c4-768a6666acaa,no_churn,0.0021488797,0,no_churn,-0.115654693967717,-0.002449679763431,-0.016616533902561,-0.0751847799179449,0.0297609843370446,-0.165716127932519,0.0362032178316076,0.0506314613452559,Female,60,No,No,Employed,Suburban,Bachelor,1671343200
22,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,87ae807e-21f7-438e-baaa-7ccedb8cb7d1,no_churn,0.0292304829999999,0,no_churn,0.0302504318606588,-0.0056578815432021,-0.0073161485658692,0.0237322229980691,0.0798607693775557,-0.191612998266864,0.0795751471405856,0.0621423059748667,Male,39,Yes,No,Employed,Suburban,Bachelor,1671343200
56,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,d7873783-6a94-43cb-ae4f-08fdf1039be1,no_churn,0.016668346,0,no_churn,0.0063576585196642,-0.0007132176437517,-0.0561679403970083,-0.0171494676846305,0.0882095691616086,-0.103444126038366,0.040025204756057,0.058856169054361,Female,59,No,No,Unemployed,Suburban,High School or Below,1671343200
72,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,497c094e-c1d4-4cca-a834-4dcf7c3368e9,no_churn,0.0033742625,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Female,67,No,Yes,Employed,Urban,Bachelor,1671343200
27,Yes,No,Low Speed,In_Store_Support,One year,<80hrs,Active,eea5c936-8f53-4854-a4cc-33e03af5a2fa,no_churn,0.10453788,0,no_churn,-0.0882469512712668,-0.009781688298226,-0.0166865205402518,-0.0268157853985303,-0.0722243794597307,-0.0974356982846711,0.0134598763810936,0.0387049954164012,Female,60,No,No,Unemployed,Rural,Bachelor,1671343200
68,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,1a0a6599-72d2-4ed5-8d4f-b46a2124f7ed,no_churn,0.022836842,0,no_churn,-0.0848031883868861,-0.0010019213325358,0.0158768445255373,0.0135518303433127,-0.0339846991945887,-0.231337479460635,0.051249244496048,0.0697565505363672,Female,22,Yes,Yes,Unemployed,Suburban,Bachelor,1671343200
40,No,No phone service,High Speed,Phone_Support,One year,100hrs+,Active,b1086a41-b7bd-434c-8d32-20f0bc14f224,no_churn,0.15124518,0,no_churn,-0.0571534480533682,0.0076135403109947,-0.0448665660674851,0.0051415557688051,0.0256047941479755,-0.1293096507273,0.0237808202219639,0.0151628032768712,Female,56,No,Yes,Unemployed,Suburban,Bachelor,1671343200
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,19e79064-13c6-47fb-b7cf-b823326ca44b,churn,0.0048483927,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Male,75,No,Yes,Employed,Suburban,College,1671343200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,1695b0fc-4f3a-4fde-98fd-f84775bcaa64,no_churn,0.00530445,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,60,No,Yes,Employed,Suburban,Bachelor,1671343200
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,a2daa51d-637d-4b1a-896d-0beb838f9e07,churn,0.004502368,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Male,71,Yes,No,Unemployed,Suburban,High School or Below,1671343200
14,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,7fbf11e7-4e05-4203-a080-55c044601fe4,no_churn,0.010647687,0,no_churn,0.0027609737875354,-0.0043418320635373,-0.0142300171470378,-0.0303832556914039,-0.0624811570679048,-0.170501909883051,0.0388370231149019,0.0413140243109956,Female,25,Yes,Yes,Retired,Rural,Master,1671343200
71,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,891f016a-7c9d-49ef-aa50-de886cafea69,no_churn,0.0045431545,0,no_churn,-0.113889507444273,-0.0027140958176096,0.0010592158640247,-0.0494952891832144,0.0334721320221979,-0.221915652944545,0.0415806787182555,0.0508763677109345,Female,72,Yes,No,Unemployed,Suburban,Master,1671343200
42,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,dbe7b406-5a8c-4f1a-8837-2c9b7c639517,churn,0.090656936,1,churn,-0.0260757442384056,-0.0062216753830944,-0.0190619476327174,-0.0658056556872452,-0.0220309173532405,-0.113178652548722,0.0094301460340557,0.0539182949982114,Female,64,Yes,Yes,Employed,Rural,Master,1671343200
64,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,3eb2f13e-c5f0-4152-a9aa-e9be877129bc,no_churn,0.0158538999999999,0,no_churn,-0.0985936047120594,-0.0043458759085478,-0.0149073736785612,-0.0140087007958118,-0.0404644212726816,-0.122728690208451,0.0090071322172252,0.0170153811472073,Female,42,No,No,Employed,Urban,Bachelor,1671343200
67,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,6cb62544-ab30-4086-82a9-19d35d8e3b05,no_churn,0.095949,0,no_churn,-0.129020356238493,-0.0081432147692294,0.0241706381342373,0.0115678167750047,0.0433385951025775,0.056005667212139,0.0405410257654557,0.0725136773403119,Female,28,No,Yes,Unemployed,Suburban,College,1671343200
44,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,0f3cf1ea-55cb-418c-ac04-be260059784d,no_churn,0.19348863,0,no_churn,-0.0673370725802544,-0.0396765985268302,-0.0088796123666975,-0.024780298155141,0.0237628664106989,-0.0717493404128106,0.0359823846372353,0.0436515192360229,Male,26,No,No,Unemployed,Urban,College,1671343200
60,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,39ec9d5e-98ba-4641-93dd-eb913fdce5d9,no_churn,0.012876252,0,no_churn,-0.063792648165072,-0.0031364282019785,-0.0116196676169511,-0.0159410765272514,-0.0631053789998259,-0.162165333356679,0.0276599336541858,0.0230744460644655,Male,62,No,No,Unemployed,Urban,High School or Below,1671343200
7,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,e7efddd7-ed03-4e1a-9684-d9d6ad7691c0,churn,0.36575696,1,churn,-0.0274700466620652,-0.0028273791507308,-0.100454673506979,-0.023757175520036,0.0786110329065104,0.0719940993430736,-0.0690277151814234,0.0676199896279922,Female,67,No,No,Employed,Suburban,College,1671343200
49,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,09d259a9-8cd5-400b-a57c-2fdea0cac73f,churn,0.019104136,0,no_churn,-0.079943877629521,-0.0018601244824458,-0.0118012088169962,-0.0705476184707004,0.0371438018244589,-0.190999276043967,0.0364308588952008,0.0625512929866818,Male,73,No,No,Disabled,Suburban,College,1671343200
13,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4c7606a6-ff4c-43c9-9b9d-ee34053a8b2d,no_churn,0.23554756,0,no_churn,0.0914371861017207,-0.0109777542202391,0.0731035850218722,0.00470824193726,0.0038978843997301,0.0888896434700018,-0.017489087930171,-0.0179212421758347,Male,52,No,No,Unemployed,Urban,High School or Below,1671343200
47,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,8fe85e14-e727-4a5c-89ac-225653f2fbfe,no_churn,0.021741249,0,no_churn,-0.0423728731778828,-0.0040275758891766,-0.0058795859602651,-0.0371053860631218,-0.0326004597369319,-0.109791013684771,-0.0171011916552015,-0.0201480662223002,Female,24,No,Yes,Employed,Suburban,College,1671343200
52,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,28cfdcdd-9722-404c-9aa4-9b80d6d9da3f,no_churn,0.044145823,0,no_churn,-0.0509983457645103,-0.0067952924664314,0.0138359348296216,-0.0042089642494829,0.0176582589686586,-0.177653452011045,-0.0281231018488688,-0.0327411898892023,Male,79,Yes,No,Employed,Suburban,College,1671343200
15,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,4033ae5a-3fce-46b3-a78c-176b57e84cfc,no_churn,0.06490238,0,no_churn,-0.0342391749305716,-0.0057846246685221,-0.0481701377135141,-0.0367785307251233,-0.0286301380757686,-0.0658180402052948,-0.0201509587210421,-0.0294545457609547,Female,26,No,Yes,Employed,Suburban,Bachelor,1671343200
66,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,577ace5f-e11f-4bff-a00f-c2f632ed581f,no_churn,0.03188191,0,no_churn,-0.0386023552249571,-0.0064577497095342,-0.0007717877193863,-0.0385684091153598,-0.03067803732426,-0.0870338720043582,-0.020731886628273,-0.026182055246827,Female,21,No,No,Employed,Suburban,Bachelor,1671343200
18,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,04576a7e-a26c-4315-9bd8-689ab2601bc3,no_churn,0.062461533,0,no_churn,-0.0442372723152675,-0.0062038938474142,-0.0349290395292337,-0.0182056647268836,-0.0002607025767338,-0.0830251998611402,-0.0405118159476114,-0.0416525644950616,Female,79,No,No,Unemployed,Suburban,High School or Below,1671343200
72,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,97619031-ff16-4aa8-8586-7413fb4a0508,no_churn,0.012554227,0,no_churn,-0.0794341018525312,0.0045907798312043,-0.0034991105374467,-0.0180400161873626,-0.0282650555662121,-0.121278223929647,-0.0109958059160624,-0.0121046182451948,Female,51,No,Yes,Employed,Rural,Master,1671343200
17,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,47dfb4dd-de05-4543-b0e3-76281ebc8f17,no_churn,0.05476314,0,no_churn,0.0861508526476427,-0.0033411481427174,0.0313562658589125,0.0084871760093756,0.0239173717617814,-0.23338997642134,-0.0359431426098854,-0.0562635508593848,Female,65,No,Yes,Disabled,Suburban,Master,1671343200
7,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,66d7d8d9-15d3-416d-bb86-3a8c2d820179,no_churn,0.11822976,0,no_churn,0.0836203383764223,0.0368643591545787,0.0274915987204622,0.0405264165490916,0.018240461811074,-0.13492026534469,-0.0163682174913447,-0.0244808406544143,Male,61,No,No,Employed,Urban,Master,1671343200
27,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,27749c5b-f7d1-4f0f-9534-875190dacd39,no_churn,0.036225714,0,no_churn,-0.0654168684296018,-0.005162049967912,-0.0250887612115639,-0.0285373245859773,-0.0299586705840465,-0.0710016576707676,-0.0208039425252536,-0.023056877537756,Female,21,No,Yes,Medical Leave,Suburban,Master,1671343200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e5f7adf7-3aff-4d7d-9b91-141ae68da8e9,churn,0.4513229,1,churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,79,No,Yes,Unemployed,Suburban,High School or Below,1671343200
3,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,95455bd6-15e6-459b-9051-4d472d5b084a,churn,0.49527773,1,churn,0.0652638712447605,-0.010272341548989,-0.0311406363544847,-0.110484808374913,-0.147546755569592,0.0556692198620203,-0.0475429992749559,-0.0389716998481344,Male,78,No,No,Unemployed,Suburban,Bachelor,1671343200
58,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,4ddf4463-547d-4500-87b5-4cd91acf3958,no_churn,0.0115245419999999,0,no_churn,-0.0490711237454888,-0.0037533832783992,0.0110059088357593,-0.0064448266518229,0.0207068102628727,-0.167948772302188,-0.0348461329441488,-0.0386746317874349,Male,39,No,Yes,Employed,Urban,Master,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7cac903f-5855-4b63-aeff-a86cd8994b00,no_churn,0.35842606,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,69,No,Yes,Employed,Rural,Bachelor,1671343200
25,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,6cd03051-1de7-4796-9de6-5fca47bf5218,no_churn,0.08917529,0,no_churn,-0.04727107632365,-0.00313551644178,-0.0158256856321168,-0.0391008874672661,0.0111334025895848,-0.0739013433671607,-0.0359254893950128,-0.0649995560977186,Male,39,No,No,Employed,Suburban,College,1671343200
21,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,2b46b765-a7ed-461b-8f28-f2b4fe446518,no_churn,0.01973509,0,no_churn,0.0105521845548992,-0.0026522912910149,-0.0159985288653388,-0.0036343592306184,-0.0008286514609881,-0.228626342232692,-0.0144078430476838,-0.0134303201006241,Female,22,No,Yes,Employed,Suburban,Bachelor,1671343200
41,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,b32ca8d4-5d50-4e57-b8f1-be7e6ca09ae8,no_churn,0.04968862,0,no_churn,-0.0373790522021317,-0.0045480605007833,-0.0183241608639309,-0.0462879254740073,-0.0177956044438451,-0.0705524169346972,-0.0207049425690911,-0.0534339905208889,Female,61,Yes,No,Employed,Suburban,Bachelor,1671343200
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,73bc5919-fe0e-473a-8ea3-b496df6a1bb7,no_churn,0.0039624227,0,no_churn,-0.058452675230701,-0.0033702463730151,-0.0132270750043016,-0.0316349279588439,-0.0124880534618023,-0.125122653490034,-0.0101113028588679,-0.0146192187443921,Male,41,No,Yes,Employed,Suburban,Bachelor,1671343200
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,85d9ee64-796a-4191-94ab-5158bacd9e4c,churn,0.31546772,1,churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Female,30,Yes,Yes,Employed,Suburban,Master,1671343200
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,5553d94c-fd20-4767-a490-5c8b4fae3a59,no_churn,0.0022947078,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,50,No,Yes,Employed,Rural,High School or Below,1671343200
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,5213d3c6-dfe5-4308-a167-50860c230e23,no_churn,0.25387678,0,no_churn,-0.0613497029135305,-0.0028622831594475,0.0144894763157026,-0.0403489135793643,0.0234919562243158,0.0960926493820079,0.0594050549153053,0.0102460926459843,Male,49,No,No,Employed,Rural,College,1671343200
64,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,ec350c62-dfbc-4793-aecc-a39868ef8917,churn,0.10017959,0,no_churn,-0.131446971327641,-0.0024544848641926,-0.0035158193264214,0.0059999486759988,0.0262470379439218,-0.233006165119277,0.0399003661029564,0.0492499347636112,Male,50,No,No,Unemployed,Suburban,High School or Below,1671343200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,049860d5-b6bf-4e76-8364-0cb7db5765cf,no_churn,0.012395332,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,67,Yes,No,Employed,Suburban,Bachelor,1671343200
35,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,3d805de4-86fe-4f31-96a9-ff49f0d9e46d,no_churn,0.24399856,0,no_churn,-0.129636869642536,-0.0027844418523454,0.0870976932088524,-0.0321056876545571,0.0517394164050347,0.0833895556620518,0.125037050298888,0.0642490460147837,Female,70,No,Yes,Employed,Rural,High School or Below,1671343200
28,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,f72f1c13-5792-4792-9513-48b4d3fbaa6e,no_churn,0.6191868,0,no_churn,0.0274422249422968,-0.0017595437996715,0.0916441145362569,-0.0192014220352575,0.123099342061832,0.129507954784658,0.166986258962661,0.133254931010879,Female,65,No,Yes,Unemployed,Suburban,College,1671343200
40,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,a7362db6-4e00-4b94-9b19-2e720273b9f4,no_churn,0.28923753,0,no_churn,-0.0980642369783345,-0.0050647673316052,0.0014315819878811,-0.0267491514570519,-0.022604541956316,-0.138798544800229,-0.0171408192126318,0.0454643261995852,Male,71,No,Yes,Employed,Rural,High School or Below,1671343200
72,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,fd434035-cc8c-4a2c-bf42-ed8651974ccb,no_churn,0.010934455,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,73,Yes,No,Unemployed,Suburban,High School or Below,1671343200
41,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,c580b2ca-8d81-4d9d-a62d-16cb6c8141e7,churn,0.21517889,1,churn,-0.0685377645105654,-0.0060354038660807,0.0120246257001235,-0.0606545265481327,-0.0089463466306187,0.0894059534909683,0.0324676942870428,0.0685353328792007,Male,32,No,Yes,Employed,Rural,High School or Below,1671343200
35,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,e6cc100c-1221-44df-a3f5-9d4ec8965ac9,churn,0.3065799,0,no_churn,-0.02303898951488,-0.0013697592693461,-0.0383860022536191,0.0388386691835057,-0.0264963623895892,0.0152185056799226,0.0557580640008382,0.0704497270361753,Female,27,No,Yes,Unemployed,Rural,College,1671343200
36,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,a74677c7-d0e8-4043-898b-621b247ada34,no_churn,0.2245196,0,no_churn,-0.0699678470952494,-0.0029585913258415,0.011942927532491,-0.0252593686474028,-0.0411366771757093,-0.20747426398726,0.0380053276362923,0.0278223379773226,Female,54,Yes,No,Employed,Suburban,High School or Below,1671343200
67,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,de32f9ed-54fb-40fc-80a6-af2e024023a8,no_churn,0.21914192,0,no_churn,-0.0953540844363124,-0.0031800640901929,0.0070500245625589,-0.0101139026712098,-0.0548648271383899,-0.0580726628384309,0.0168204124040721,0.0386889528583151,Female,71,No,Yes,Employed,Suburban,Master,1671343200
49,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,5185b214-5404-4e79-8880-4893c6670cbd,no_churn,0.26869538,0,no_churn,-0.0637590099065709,-0.0156199902859589,0.0065639577215188,-0.0928329742973619,-0.0396174345144936,-0.103725733142546,0.0128598124627569,0.0471052176087869,Male,48,Yes,No,Employed,Suburban,High School or Below,1671343200
70,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,dd00b518-00c9-4071-a367-c22afb2892d9,no_churn,0.16504169,0,no_churn,-0.0532989541805545,-0.0025256001434172,0.0248357694510923,-0.0479263148390327,0.0092337748098907,-0.037673648005275,-0.0004133370412773,0.0587421593723911,Female,38,No,Yes,Disabled,Suburban,College,1671343200
29,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,fb886236-a77a-4776-b15a-4f527ee024ab,no_churn,0.35115954,0,no_churn,-0.121865374637036,-0.0050387817448609,-0.0779257089604107,-0.0532089902524421,0.0377123473562096,0.0515307978371311,-0.019255667756206,-0.0243081054270442,Female,72,Yes,No,Unemployed,Urban,College,1671343200
45,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,7fd22115-0d7f-45a9-b52b-a6fd0ad3b222,no_churn,0.33274588,0,no_churn,-0.143193031743622,-0.0023341428603635,-0.0165694859012273,-0.0338347234515276,-0.0328407646433515,-0.0919722576682579,0.0245617367398699,0.0371565152560833,Female,68,No,No,Employed,Suburban,High School or Below,1671343200
49,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,10fd4c60-abe0-4dc7-aa22-d5e69da796af,no_churn,0.21089575,0,no_churn,-0.130761264995963,-0.0032302558806986,-0.0952194737437821,0.0424943872811491,-0.0536945571288197,-0.0509776830939517,0.0282606565784954,0.0441020374617801,Male,58,No,No,Employed,Suburban,Bachelor,1671343200
65,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,a3c3fc18-a819-4164-91b5-7d4613fb4251,no_churn,0.07516284,0,no_churn,-0.125713245936659,-0.0017733432435852,-0.0224289856921677,-0.0168811855782405,0.0090576832358965,-0.108324642997177,0.0083102133151987,0.0287273541622016,Male,76,No,Yes,Employed,Suburban,Doctor,1671343200
15,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,c80db7cc-bb94-4e5c-8c19-e25c847749fb,churn,0.8011676,1,churn,-0.0355909249977776,-0.0057465726938244,-0.115054959877134,-0.0746620331101621,-0.0056707441695471,0.0740108910577873,-0.0893891496800824,0.0130773391697857,Male,76,No,No,Employed,Suburban,High School or Below,1671343200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,aa04276d-73f8-4e3c-bfe8-7e1a4272c977,no_churn,0.013260665,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Female,32,Yes,No,Employed,Suburban,College,1671343200
42,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,986ff5ae-de4b-4b06-938a-57c6331e4077,churn,0.5179073,1,churn,0.108097735392521,-0.0035882127259174,0.0760476372334324,0.111977974706915,0.0568844440184511,0.158047411588177,0.155539680192678,0.0604671881899412,Female,25,Yes,No,Employed,Suburban,College,1671343200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,e4e35925-eeac-43fb-bd14-1944b8ddd321,no_churn,0.04938176,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Male,53,No,No,Employed,Suburban,Bachelor,1671343200
46,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,58fe0272-c4c9-468b-8a35-114493eecb5f,no_churn,0.090891615,0,no_churn,-0.0916486114292092,-0.0015284620747479,-0.023897440983701,-0.0368831636749382,-0.0059769153648085,-0.127767838600448,0.0149969160626278,0.0336793625928748,Female,57,No,Yes,Employed,Suburban,College,1671343200
46,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,207f0755-bb48-4ef6-80f8-5c3a205a0bdf,no_churn,0.048102807,0,no_churn,-0.0829627822802012,-0.0022794401659484,0.0264493005247823,0.0495511634054219,0.0375765780907022,-0.197671626134561,0.0323614462391196,0.057949208969876,Male,21,No,Yes,Medical Leave,Suburban,College,1671343200
14,Yes,No,Fiber optic,In_Store_Support,One year,<80hrs,Active,814677e7-646d-4064-aa2b-298369701cdb,churn,0.48159468,1,churn,0.017970775986123,-0.0050028543893859,0.0139377247109769,0.139711998422595,0.0074789813656116,-0.0259488571138899,0.0528872834387766,0.0889387979524235,Male,33,No,Yes,Medical Leave,Rural,High School or Below,1671343200
57,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,869ff74c-5350-425a-9b95-f4f1bc2970d9,no_churn,0.07862889,0,no_churn,-0.197238551918895,-0.0043286335148695,-0.0924788683606493,0.0105683901500742,0.0343530666012247,0.0430687615107444,-0.0270094908878581,-0.025960821395156,Female,24,Yes,No,Employed,Suburban,Bachelor,1671343200
43,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,dfc2f9c1-654c-4caf-ab6e-e15fd678169c,no_churn,0.39959827,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,67,No,Yes,Unemployed,Urban,College,1671343200
11,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,2b21b04c-3f28-493f-a999-0168b7b58f1a,churn,0.62245935,1,churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,36,No,Yes,Unemployed,Urban,College,1671343200
54,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,1fdf2702-fff6-4c0c-9939-245486a9d29e,no_churn,0.08361096,0,no_churn,-0.0981147485954534,-0.0038991686110966,-0.0298244059151875,0.0185169873365612,-0.043318016992307,-0.0587317945777522,-0.0291575987809665,-0.0244974073427147,Male,60,No,Yes,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,91e99f5f-88ce-4219-84d0-d528b676fc94,churn,0.5868349,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,43,Yes,Yes,Employed,Suburban,College,1671343200
67,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,7791c5b1-1c16-41ff-b09a-756b0332ef0b,no_churn,0.15317799,0,no_churn,-0.0773805654727129,-0.0027451636106161,0.0218682083095882,0.0426959149778213,0.0012271786914698,-0.174105238098673,-0.0277933905616737,-0.0194597617254839,Female,80,Yes,No,Employed,Rural,High School or Below,1671343200
57,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,09cf3bff-5dde-4153-8834-8e1d02e032a6,no_churn,0.028375996,0,no_churn,-0.0556294875690764,-0.0028391140243002,-0.0099205197095216,0.0471950409463352,-0.0336226599591191,-0.119766103601751,-0.0313723897476302,-0.053070917572586,Male,64,Yes,No,Employed,Urban,College,1671343200
5,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,e4e8d2fc-4e49-49fd-bce4-fe406de32cda,churn,0.6998509,1,churn,0.0265854680737174,-0.010038907918115,-0.0699260159676305,0.0580205826363817,-0.158468863537291,0.0517833336980129,-0.0409611336744092,-0.0493539471635267,Female,75,No,Yes,Medical Leave,Urban,High School or Below,1671343200
48,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Active,e28b421d-b96c-4c77-8308-97e155216088,no_churn,0.10871977,0,no_churn,-0.0711635540047791,-0.0023844336522233,0.0343262240377316,-0.138245946743591,0.0343428516568838,-0.111877817530776,0.0684052583217089,0.0675712667699917,Male,32,No,Yes,Retired,Suburban,Master,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,e6509fc0-9bc4-4106-b8e0-86e8f817ddcb,churn,0.7228079,1,churn,0.323946269418902,-0.0090297206993273,-0.0214363382479177,-0.022361634283261,-0.0677982444373674,0.149797798942845,0.16278930701772,0.0494085188016538,Female,39,No,Yes,Employed,Suburban,High School or Below,1671343200
10,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,55338509-3f87-41af-a007-82bc05c6f5be,no_churn,0.45958024,0,no_churn,-1.599362944944e-05,0.0205346425272773,-0.0601073007721379,-0.100364778920916,-0.0193869755607329,0.0787561494780084,-0.0357754612942562,0.0556668959007902,Male,32,No,Yes,Employed,Suburban,High School or Below,1671343200
68,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,23414c69-0856-460f-b693-f2612b91aa17,no_churn,0.02652864,0,no_churn,-0.122755869320863,-0.0104195097487718,-0.0193656880987873,-0.0023100717903253,0.0193158653960927,-0.175540132711376,0.0273059219083734,0.0447433327988073,Female,21,No,No,Employed,Suburban,College,1671343200
12,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,6c02cfc7-fb3a-44b3-8749-190731ad2056,no_churn,0.40072763,0,no_churn,-0.0755903377469212,-0.0019417656893983,-0.0585872895462807,-0.0374161571800596,0.0014029347869836,0.0804067538533581,0.0292893758559148,0.0554103335760373,Female,78,No,No,Employed,Rural,Bachelor,1671343200
53,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,6165c9a3-600a-4b37-838c-f86919370eae,no_churn,0.13420524,0,no_churn,-0.0616768030624655,0.0986191134890168,0.0296519476162666,0.0171249773347847,-0.0067459781807508,0.077754115582004,0.162971156591633,0.0732753282024327,Female,44,No,Yes,Employed,Suburban,College,1671343200
55,No,No phone service,High Speed,In_Store_Support,One year,<50hrs,Active,25a9ce97-0671-40ad-ac28-ded3bae081b2,no_churn,0.19692352,0,no_churn,-0.0444980880589491,0.0242807035180339,-0.000777628526439,-0.0033085449710915,-0.0107496156687966,-0.0288432223537847,0.06070668426878,0.0441635630736436,Female,44,No,No,Employed,Urban,High School or Below,1671343200
35,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,087f4036-fe23-4789-9b79-1874704b1441,no_churn,0.31617674,0,no_churn,-0.0837786008784814,0.0610886333723692,0.0269188290791134,0.0384191238461744,-0.0033196089445664,0.0940015496677142,0.0728093571314184,0.064834570475914,Male,58,Yes,Yes,Unemployed,Suburban,College,1671343200
54,No,No phone service,Medium Speed,In_Store_Support,One year,<50hrs,Active,61175372-cf9a-4670-923d-c30f4f8885ef,no_churn,0.22777604,0,no_churn,-0.081181198298068,-0.0074161845920207,-0.0184409596580008,-0.0761903241763184,-0.0656992964582787,-0.0436454611578301,0.0162486515024738,0.0272986196687043,Male,46,No,Yes,Retired,Suburban,Master,1671343200
1,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,008821ff-fe04-4188-96a5-beb80fec45e5,no_churn,0.69620365,0,no_churn,0.17177365076685,0.0597646244255702,-0.0157133967070876,-0.0487398124919582,-0.0360442543687167,0.138407169386828,-0.0741946995387843,-0.001779435029257,Female,56,Yes,Yes,Unemployed,Rural,Bachelor,1671343200
2,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,f3716ef9-98fe-4a36-bd09-f296c9009f6d,no_churn,0.5375293,0,no_churn,0.11034890797293,-0.0063717066552271,-0.0842630184014888,-0.0081245636659696,0.0605442531873086,0.11130174088923,0.0109342262017344,0.0966595637841055,Male,64,Yes,Yes,Unemployed,Urban,High School or Below,1671343200
31,No,No phone service,Medium Speed,Phone_Support,One year,<80hrs,Active,47802121-707d-4bf1-9974-650e852c3335,no_churn,0.11798565,0,no_churn,-0.0755118402791868,-0.0054090093384547,-0.0216698322210004,-0.0036435827561217,0.0444161717201723,-0.122912157875217,0.0095046624307269,0.0561994386049855,Male,76,Yes,No,Employed,Urban,College,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8c4013e6-8cde-4c31-b2b5-8dd47de3a5f7,churn,0.33046174,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,66,No,Yes,Unemployed,Suburban,Bachelor,1671343200
30,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,803b338c-49a1-4b0a-963a-57af6fa3e22a,no_churn,0.16812274,0,no_churn,0.0724417265847205,-0.0146698697116153,-0.0374154751974674,-0.07052044690834,0.0607456638602889,0.0909774987265882,-0.0069799503918602,0.0047168543356019,Female,75,No,Yes,Employed,Suburban,High School or Below,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9aecf18b-d3aa-41b4-9afe-71728eaa6c5d,no_churn,0.3472617,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,63,No,Yes,Employed,Suburban,College,1671343200
36,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,724245c6-b00f-4f78-af82-657f6812c197,no_churn,0.019990863,0,no_churn,-0.0637524485893391,0.0194649092605141,0.0009438556311306,-0.0296119871081236,-0.044269620131663,-0.122499803050741,-0.0127979670400782,-0.0165030915564784,Female,39,No,Yes,Employed,Suburban,College,1671343200
43,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,cd8548fa-f591-46ba-ba51-c8b765937f71,no_churn,0.013121173,0,no_churn,-0.0297838979216976,-0.0030553066216634,-0.0175564314421899,-0.0398367691245221,0.0189028311926085,-0.128984005607554,-0.0366832000773138,-0.0320293728035539,Male,25,Yes,No,Unemployed,Suburban,College,1671343200
69,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a10a29a0-f1af-41e9-b29a-cdc63f44e3e3,no_churn,0.0059545534,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Female,30,Yes,No,Employed,Suburban,Bachelor,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a17999f-59dd-4265-907a-fcf6e02a51d4,churn,0.5300618,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,47,No,Yes,Employed,Suburban,Master,1671343200
17,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,5ca4ac53-dd5f-4e99-a42c-69e8bcc5e419,no_churn,0.039016876,0,no_churn,0.033628519820304,-0.0067477832324038,-0.0109596723196136,-0.0276308149861506,-0.0093381315433543,-0.159324150029706,-0.0375158027691031,-0.0411383152090547,Male,58,No,No,Employed,Rural,High School or Below,1671343200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1dde75ea-7a0d-4b5c-b550-ed70f84907b9,no_churn,0.30501375,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,35,No,Yes,Employed,Suburban,College,1671343200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6efa4cee-2d9b-40c5-a461-4f7db315ab67,churn,0.52748454,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,39,Yes,Yes,Unemployed,Urban,High School or Below,1671343200
12,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,419413f2-966a-4490-b69f-007f24c5cdb9,churn,0.057822883,1,churn,0.0113984246661857,-0.0053004744256031,-0.0300384182437665,-0.016062614373277,-0.0342661882342054,-0.0977767617536574,-0.0297755100084396,-0.0315379430421671,Male,36,No,Yes,Employed,Suburban,Doctor,1671343200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c6d262d8-09b6-4252-a4c2-97b51ed7ab84,no_churn,0.088051744,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,75,No,Yes,Employed,Suburban,Bachelor,1671343200
42,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,b64c50e1-e310-4fc6-8b49-d255075acf70,no_churn,0.030883301,0,no_churn,-0.0212732508527369,-0.0072685469459429,-0.0214098422033748,-0.0641690341130561,0.0094294919523872,-0.111536472744929,-0.0174360726883332,-0.0353624254249643,Male,24,No,Yes,Employed,Suburban,College,1671343200
70,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,574e993f-c19e-4ac3-a0dc-a51c76c33bfb,no_churn,0.06999478,0,no_churn,-0.140685943717981,0.0203175440182622,0.0026211712140229,-0.0091042547307279,-0.011920387621194,-0.0725019919838541,-0.0233738635586269,-0.024378424810402,Male,21,Yes,Yes,Employed,Urban,High School or Below,1671343200
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,b0eb6533-dce9-4301-ba6c-327b55526f60,no_churn,0.0024682153,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Female,23,No,Yes,Employed,Rural,High School or Below,1671343200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6146cf0a-8a34-4b69-be2e-6cceb8f9f966,no_churn,0.1685849,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,34,No,Yes,Employed,Urban,High School or Below,1671343200
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a5872390-90eb-4656-8ee2-02ec3915910c,no_churn,0.27763796,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,25,No,Yes,Employed,Suburban,Bachelor,1671343200
67,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,f7ffdaf2-c8ea-405f-b020-edbd2ad8fa06,no_churn,0.0076591919999999,0,no_churn,-0.057531713523831,-0.0035146058732789,0.0027985847080162,-0.0313205622006717,-0.0002206384838791,-0.120896963744722,-0.0249055088141904,-0.0334347444105333,Male,69,No,No,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2b3a586b-e94b-48fd-871c-1060e4d9868b,churn,0.51025766,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,66,No,No,Employed,Suburban,Bachelor,1671343200
13,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,fda4ffdd-f516-4913-a4a6-e1b69e445c9d,no_churn,0.010161674,0,no_churn,-0.0188040461570381,-0.0061781191889895,-0.0102691275538745,-0.0523537126385963,0.0115939935119786,-0.115474460749283,-0.0331182359118975,-0.0444224442389349,Female,72,No,Yes,Employed,Suburban,College,1671343200
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7a330d69-b03b-4ab3-a153-37c4245974d0,no_churn,0.014722581,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Male,41,No,No,Unemployed,Suburban,Bachelor,1671343200
5,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,3528ecfb-0919-47e6-88fe-2968321d0c0f,no_churn,0.07311864,0,no_churn,0.0133794955835128,-0.0105632873621289,-0.0162291589399774,-0.0444984199399004,-0.038494847269294,-0.0757635106616271,-0.0406827993988645,-0.0411736238320372,Male,30,No,Yes,Unemployed,Suburban,College,1671343200
3,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7d988040-a64d-4e94-a4e1-5f29248daf98,no_churn,0.37857282,0,no_churn,0.133637620044369,0.105985099303889,0.0401523601869484,-0.0021166778488213,0.0329653735391184,0.113468223795999,-0.0160787661633094,-0.0035949272717152,Female,40,No,No,Unemployed,Urban,Bachelor,1671343200
52,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,446976bf-f729-491d-aa5c-fb150269249c,no_churn,0.0150597719999999,0,no_churn,-0.0646913866023624,-0.0037655204500697,-0.0100485194136126,-0.0280153963347402,-0.0323136221575077,-0.097436715829117,-0.0141159363295628,-0.0186390550149553,Male,72,No,Yes,Employed,Suburban,High School or Below,1671343200
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1cf7d438-a3b4-437b-b09a-b71cb14df6b5,no_churn,0.29102817,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Female,63,No,Yes,Retired,Rural,Bachelor,1671343200
48,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,22ffe5bf-9f0b-4d20-b8e6-25c67c237655,no_churn,0.009222925,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Female,39,No,No,Employed,Rural,College,1671343200
61,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,93f81719-d186-4b85-9672-cabc972ddc02,no_churn,0.019407647,0,no_churn,-0.0468020516735305,-0.0036322033848045,-0.0087353444521522,-0.0479372097798204,-0.0176574771977084,-0.0987800235886607,-0.0177341357615841,-0.0177477060945057,Male,56,Yes,No,Employed,Suburban,Master,1671343200
60,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,d06e9aaa-ac5b-4f72-940c-2eb53ed40dbd,no_churn,0.027776359,0,no_churn,-0.0506333967222235,-0.0036624672712423,-0.0141515663856534,-0.0284035753770876,-0.0198607741398063,-0.124808686968299,-0.0127928628434619,-0.0147128227712437,Male,41,No,Yes,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fbf6318e-b755-46ef-ac62-8d5d40ef1204,churn,0.62222433,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,48,No,Yes,Employed,Urban,College,1671343200
43,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,487b3af2-1f34-4b3e-9b9e-e935981dbe52,no_churn,0.010865901,0,no_churn,-0.0453244278265901,-0.0038964712960114,-0.0025261613572183,-0.0318880831297974,-0.0323865243970794,-0.117471966554749,-0.0183908961869201,-0.0171416216319812,Female,45,Yes,No,Employed,Rural,Master,1671343200
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b537afb9-f4fb-4447-ac47-8fe5461fe989,no_churn,0.20911956,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,66,Yes,No,Employed,Suburban,College,1671343200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7032a1df-4264-4dee-b15a-c41a93f99f25,no_churn,0.11156407,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,31,No,Yes,Retired,Rural,High School or Below,1671343200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,07b1b1ff-3213-446c-b8e7-f1b05ba9314f,churn,0.46799362,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,50,No,Yes,Employed,Suburban,High School or Below,1671343200
69,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,1ac10813-0847-443b-9984-e8bf6fcb2966,no_churn,0.013482411,0,no_churn,-0.0504522466582238,-0.002598098327453,-0.0076227705510791,0.000875838948059,-0.0044597160255216,-0.164413564150827,-0.0183441736214717,-0.0220114191294396,Male,26,No,Yes,Employed,Suburban,College,1671343200
16,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4e695a9c-371e-42ca-9174-9f3cc5343085,churn,0.14233692,1,churn,0.103155172808838,-0.0048148354626755,-0.0267934860802961,0.0253934072238007,-0.0628383842554467,0.0960901231202478,-0.0127813485440037,-0.023743789190039,Female,27,Yes,No,Employed,Urban,Doctor,1671343200
71,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,faaaeeed-2490-442e-a915-e21e2d4b37dc,no_churn,0.0023266089,0,no_churn,-0.0667987097162767,-0.0030564956164016,-0.0056970154217742,-0.0192607141415464,0.0029061155466479,-0.126097678561982,-0.0223829157745785,-0.0286387391604512,Male,80,No,Yes,Unemployed,Suburban,Bachelor,1671343200
11,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,13d840c3-63b8-45ae-b722-c8ea76e1c180,no_churn,0.0107166089999999,0,no_churn,-0.0116288320551029,-0.0046777177650801,-0.0171389031812213,-0.0353898416913034,-0.0379052419077197,-0.125079131745333,-0.0182411349893664,-0.0189653483053189,Male,39,Yes,No,Unemployed,Suburban,Bachelor,1671343200
69,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,dce1127a-112c-4998-ace4-406ffb6f4d19,no_churn,0.011962621,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Female,78,No,Yes,Employed,Rural,Master,1671343200
65,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,c7201dc7-fea3-40f5-adb3-1b3485df9870,no_churn,0.016473157,0,no_churn,-0.0565527047382784,-0.0029058074804743,-0.0161867660533153,-0.0155025534944797,0.0017469285272818,-0.124477683937657,-0.0217104849441057,-0.0334370815854345,Female,66,Yes,No,Employed,Rural,High School or Below,1671343200
50,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,69b21f2c-ad2e-47f0-bc45-f61d9bc1fe28,no_churn,0.044937834,0,no_churn,-0.0429564243067488,-0.0084652136604745,-0.0283900268348315,-0.0280720494228262,0.0146179576559552,-0.113769323832576,-0.0253990144869931,-0.0365920585054482,Male,32,Yes,No,Employed,Rural,High School or Below,1671343200
70,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,58b303ae-fbc8-4cd4-a229-77ff504158c1,no_churn,0.0066985306,0,no_churn,-0.0668312413055264,-0.0035685343446493,-0.0188860915927853,-0.015845690412716,0.0013109211377377,-0.12253759068014,-0.0178053975440252,-0.0248625288927542,Female,55,No,No,Employed,Suburban,Bachelor,1671343200
9,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,10b94dde-dd51-49c8-865d-a60c757c947d,no_churn,0.03236928,0,no_churn,0.0067474718254015,-0.0085445686564526,-0.0184035964194845,-0.0002572890932606,-0.0213691635494251,-0.142364265708293,-0.0255067666471404,-0.0426613060992622,Male,31,No,Yes,Unemployed,Suburban,Bachelor,1671343200
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,353609b1-3fb2-4495-b5c2-1ff458bf4324,no_churn,0.06669358,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Female,40,Yes,No,Employed,Suburban,Bachelor,1671343200
59,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,6cb55996-bbd6-4a9f-84d0-5eff8c4af2e1,no_churn,0.026989354,0,no_churn,-0.0833010893626715,-0.0504106472233797,-0.0138234288408784,-0.0032066926158813,0.0007557909762999,-0.0649552567981481,-0.0202131693251612,-0.0138716582621964,Male,30,No,No,Employed,Urban,College,1671343200
8,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,ae0dad0f-f0e3-4003-ac78-0cba8b506746,no_churn,0.2437329,0,no_churn,0.0170887389093059,-0.0114536998776293,-0.0265589734563127,-0.134057152302548,0.0231934106326843,0.0437875892383363,-0.0535683541087382,-0.069957709336395,Male,55,Yes,No,Employed,Suburban,College,1671343200
7,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ebfc82ff-5506-42d5-aa23-e8636c454fba,no_churn,0.12181752,0,no_churn,0.0550461271225049,-0.0142579192465518,0.0239484654395664,-0.0295972441668618,-0.0030848407024268,0.0622429262636615,-0.0448031760813682,-0.0374411227994551,Female,63,No,Yes,Unemployed,Suburban,Doctor,1671343200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d2736ba3-a486-434b-85da-6947cc0cf65e,no_churn,0.17554255,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,73,No,No,Unemployed,Suburban,High School or Below,1671343200
37,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,6047dc7c-d7ef-457a-a5db-dbd0c7014209,no_churn,0.0242549629999999,0,no_churn,-0.0585392638395114,-0.0043593959655481,-0.0151207282346604,-0.0316519831644836,-0.0214348598900414,-0.0677391927788994,-0.0235673860922361,-0.0466133429665478,Male,34,No,No,Medical Leave,Suburban,College,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a2a4a70e-64fb-4c1e-bb70-9b229cbe9804,churn,0.33677492,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,22,No,No,Employed,Suburban,High School or Below,1671343200
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,84da401a-2ec4-46d6-b383-dd533d563fd3,churn,0.19496942,1,churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Male,65,No,Yes,Employed,Suburban,Bachelor,1671343200
9,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,9d74eda5-cccb-42f4-8527-80c5c46e2cdb,no_churn,0.04602696,0,no_churn,-0.0118238935635781,0.044709591382134,0.0126961074739392,-0.0553728859089733,0.0053471509562132,-0.198568709691244,-0.0237713721586305,-0.022242139364157,Female,20,Yes,Yes,Unemployed,Suburban,Bachelor,1671343200
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5431ea32-efec-417c-a29d-1a92d185eeb2,no_churn,0.38693023,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,57,No,Yes,Employed,Suburban,Bachelor,1671343200
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a28328f1-744c-4dae-8d77-2544554629dc,churn,0.528835,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,76,Yes,Yes,Unemployed,Urban,Bachelor,1671343200
71,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,82f26ac9-aada-46f1-9b9f-bfb8256b1a82,no_churn,0.0023285989,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,74,Yes,No,Employed,Rural,Bachelor,1671343200
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2a1e34f0-3bb3-4c8a-8a1a-dcc511d3355e,churn,0.20871231,1,churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,77,No,No,Employed,Suburban,Bachelor,1671343200
7,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,48d89049-ad7b-4aff-abf0-ef5af5d3294d,no_churn,0.010880583,0,no_churn,0.0580193196000073,-0.0039973358569386,0.005184872062,-0.0118516893542891,0.0353442626405194,-0.22058777298621,-0.0270545380861676,-0.0388451742393863,Female,78,Yes,Yes,Unemployed,Suburban,Bachelor,1671343200
50,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,99db8abe-ec92-4ed7-a1fc-1132535788ec,no_churn,0.005677265,0,no_churn,-0.0112231281512686,-0.0030828470072628,0.0258992475726881,-0.0216063405148816,0.0152283921116213,-0.235521808614394,-0.0168739210349485,-0.0218457464805032,Female,48,Yes,Yes,Employed,Urban,College,1671343200
12,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,624c2344-2ada-471a-9345-ca831b36f90d,no_churn,0.041577403,0,no_churn,0.0295377805559019,-0.0043566308785739,0.0201903997131648,-0.0017919062517921,0.0038932456318434,-0.180005763590061,-0.0330571802100894,-0.0584360972815557,Female,38,Yes,Yes,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,11a545c3-b659-47e9-8b5b-99f76cac9b13,churn,0.30501375,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,58,No,No,Unemployed,Rural,High School or Below,1671343200
42,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5b8fc3f-9631-4f92-900f-2616bca78cea,no_churn,0.15947284,0,no_churn,-0.0313916755374975,-0.0066938023546754,-0.0659064914296777,-0.139985924753664,0.0213790543916729,0.0511985746316986,-0.0264090856440907,-0.025502513971187,Female,28,No,No,Employed,Suburban,Bachelor,1671343200
47,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,a850cfaa-bb3f-4470-b687-943b80669809,no_churn,0.0123097289999999,0,no_churn,-0.0246915737041854,-0.0049898180875061,-0.0122560313874419,-0.0351892286217116,0.0120736412130281,-0.130154756332086,-0.0258770771621493,-0.0479413089911759,Male,56,Yes,Yes,Employed,Suburban,Bachelor,1671343200
14,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,19231c05-606d-4f11-99c9-85e49107d74d,no_churn,0.014270996,0,no_churn,-0.0272639380519103,-0.005606464892844,-0.0199339658684584,-0.0320528588546767,0.0090166007403786,-0.1168683665362,-0.0350537831539077,-0.0412633766788167,Male,77,No,Yes,Employed,Suburban,College,1671343200
18,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a7f87b17-d195-4a26-a79d-4ba374b0aa86,no_churn,0.14616829,0,no_churn,-0.020945282536868,0.0697312598336611,0.0248026183250658,-0.0207879253399914,0.0162800450986651,0.0690203961471706,-0.0365958508678522,-0.0537933154072379,Female,62,No,Yes,Disabled,Suburban,College,1671343200
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a85e7407-b70d-4b1d-a711-477ec49d6164,no_churn,0.19277357,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,20,No,No,Unemployed,Suburban,Bachelor,1671343200
8,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,c741307f-85fa-40b3-a37c-8172a4bd0ebf,no_churn,0.008134052,0,no_churn,0.0098518657831755,-0.0082110496525729,-0.0157272167392511,-0.0435238161695906,0.0142331289032154,-0.151783146898133,-0.0338525417712207,-0.0400133751882094,Male,32,No,No,Employed,Rural,Master,1671343200
18,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,476976cb-baf7-4838-9b6e-03f877724378,no_churn,0.04622411,0,no_churn,-0.0742939740836118,-0.0098718039399682,-0.0602655172941922,-0.0208434494284301,-0.0254808305112783,0.0453864369789516,-0.0527706940481039,-0.0708863188104805,Male,64,No,No,Unemployed,Suburban,High School or Below,1671343200
29,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,4861cef0-863e-498f-8d3b-aef5bae8f21d,no_churn,0.0060507934999999,0,no_churn,-0.0405434662148036,-0.0053652876747764,-0.0194230934563711,-0.0373867921955206,0.0178773253939834,-0.111583140656803,-0.0317630204282977,-0.0408386786348091,Female,53,Yes,Yes,Unemployed,Rural,High School or Below,1671343200
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f99cfd00-72f8-4cb1-b5bc-ce219b7f0cfe,no_churn,0.15955782,0,no_churn,0.0894523444372589,0.0047790094127412,0.124798851141441,0.0107535561546683,0.0822380537004573,0.137950696047528,-0.0098370010938379,-0.006352134177614,Female,70,No,Yes,Retired,Rural,College,1671343200
63,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,733770b6-6abb-4a7f-a8cc-a1fbd7f58f55,no_churn,0.020364942,0,no_churn,-0.0498171895242194,-0.0029221788747236,-0.0077575272172725,-0.0182110255277984,0.0027083177785425,-0.133579941683911,-0.0280193939584387,-0.0314272131680081,Female,25,Yes,No,Employed,Urban,Master,1671343200
35,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,952ec761-ea2b-4a63-a623-a0f20901fd3c,churn,0.18255162,1,churn,-0.126870740562308,-0.0101845303821028,-0.0435427571779746,-0.0948360014757781,0.0201282810829161,0.0334629838925957,-0.0179145052071089,-0.0259355470348054,Male,29,No,No,Retired,Urban,College,1671343200
13,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,ddd329e9-ea65-4f6f-8709-b06b9555f86d,no_churn,0.015231347,0,no_churn,-0.0077527871854726,-0.0099824014274781,-0.0281700831191119,-0.0327604058717406,0.0079087305855864,-0.123614322611538,-0.0325019959334713,-0.0421528870608199,Female,67,Yes,Yes,Employed,Suburban,College,1671343200
67,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,45f5527c-818e-4913-9790-08379edd557e,no_churn,0.026562434,0,no_churn,-0.0619213286940521,-0.0043020469376097,-0.0333824654708951,-0.0255231070798799,0.0052231983873116,-0.0946545768638043,-0.0222269896844591,-0.0289055040403127,Male,23,No,No,Employed,Rural,Master,1671343200
56,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,e0f65f40-2288-4add-9ba3-1a3dc4b346f8,no_churn,0.23845613,0,no_churn,0.119123442370092,-0.0005485413189308,0.100458844103377,0.0856967547007479,0.125843925013241,-0.0537131841759855,0.070076840149486,0.0458453057215228,Female,24,Yes,No,Employed,Suburban,High School or Below,1671343200
72,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,41dab685-5df9-450c-aee1-76f5d82ede4a,no_churn,0.052260716,0,no_churn,-0.167524788114013,-0.0018935501695295,0.0490506049311079,0.0299516019526686,0.0500857264863861,-0.107833290082535,0.092444248109773,0.076693301436735,Male,46,No,No,Employed,Suburban,Bachelor,1671343200
43,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,58978ac4-28b2-444f-8f15-45e35b998362,no_churn,0.21449953,0,no_churn,-0.120586882024891,-0.0041569078031716,0.0136863721034569,-0.043543010882895,-0.0003088268093961,-0.122141937150227,-0.0256261997953515,0.0536512399246021,Female,25,No,No,Medical Leave,Urban,College,1671343200
15,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,769c7906-f814-4708-9155-24458920919c,no_churn,0.5943872,0,no_churn,0.0826915120941157,-0.0009092512819552,0.0019433770949945,-0.111665063712317,0.100394141859924,0.126767216457338,0.111224098578296,0.100527822650529,Male,70,No,Yes,Retired,Suburban,Bachelor,1671343200
52,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5ff73d39-825a-4b64-8a26-c94bf8e20ee9,churn,0.61358166,1,churn,-0.0236990587788204,-0.0010125226941636,-0.0044763729322039,0.0108256404172243,0.141649954740587,0.11114557468889,0.0631815298113542,0.0433591087405147,Male,55,Yes,Yes,Employed,Urban,High School or Below,1671343200
35,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f15ea7fa-f984-44bb-bf9d-cff9dffdb393,churn,0.61203194,1,churn,-0.0834659829823886,-0.002294546709927,0.110601774243623,0.121864561145012,0.0789444300798641,0.11435269483607,0.076870201272668,0.106005486345966,Male,24,No,Yes,Employed,Suburban,High School or Below,1671343200
17,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3632bc9b-3084-401d-9be8-8ce9a6f822cf,no_churn,0.5328361,1,churn,0.0482901456106992,-0.0052360371523172,-0.0601704085909659,0.100463125663082,0.116034445735531,0.102666652970765,0.0881335578642938,0.0902368102327091,Female,66,No,No,Unemployed,Suburban,College,1671343200
14,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f43a1646-6b21-4832-b8d3-a1fb7ff06c36,churn,0.52292454,1,churn,0.006569151423655,-0.0035715678458109,-0.072578951077653,0.0086311818911553,0.102851112708067,0.0972397656481007,-0.0035519109443339,0.0957898288610067,Female,55,No,Yes,Unemployed,Suburban,Bachelor,1671343200
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8c36c149-75f1-4b9c-8fb0-9cceb8222d60,churn,0.8642757,1,churn,0.0841595232692043,-0.0006141868570102,0.110813754498513,0.0476681639980347,0.137900277367762,0.133520743276113,0.086384533893547,0.12114104638141,Male,41,Yes,Yes,Unemployed,Urban,Master,1671343200
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e251d8a9-f686-4e44-92e4-54972f839e86,churn,0.70011526,1,churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Male,73,No,No,Employed,Suburban,Bachelor,1671343200
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2b65ab17-ec04-487d-a4c0-cb8770d32bbb,no_churn,0.2861589,0,no_churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Male,25,No,Yes,Employed,Urban,College,1671343200
45,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,cd0b22a8-7203-4ce1-bd60-54465498dc1e,no_churn,0.3132817,0,no_churn,-0.211793534805574,-0.0028503115139392,-0.0027379261561236,-0.161126272234678,0.0463485981820485,-0.0024761532688535,0.0609731031528917,0.0446363419016415,Female,36,Yes,No,Employed,Suburban,Bachelor,1671343200
66,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f9c82acf-7f21-43db-baf0-5a5fffd18652,churn,0.46403676,1,churn,-0.163193682575702,-0.0021995912803322,-0.0147161549774045,-0.0484306332359483,0.0409033486944827,0.0506742645491795,-0.0470648307003466,0.0650011248259397,Male,28,No,No,Employed,Rural,College,1671343200
51,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6212180b-8bf4-4b46-9ebe-75735fe2a01f,no_churn,0.24715306,0,no_churn,-0.124491409190114,-5.04122786151129e-05,0.0808851189803317,0.0225651851769725,0.0550735919775252,0.130924066550324,0.0691409942131758,0.0969267156870591,Female,35,No,No,Disabled,Rural,Bachelor,1671343200
56,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,47101442-12ec-4831-9314-1b2ef36efc1c,no_churn,0.48766553,0,no_churn,-0.0217183854317136,-0.0011030159535584,0.046109588995032,0.11032744433207,0.0801012762698519,0.0555358262427762,0.114172812245961,0.0475483104666545,Female,40,No,Yes,Employed,Suburban,Bachelor,1671343200
30,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,36550f6f-5de7-4dd3-8195-72024541c333,churn,0.5755994,1,churn,-0.168997263379024,-0.0037590187198475,-0.0457916639610539,-0.0807896463812448,0.0326588870531304,0.044025316574116,-0.0351028350090928,0.0598967354879096,Female,38,No,No,Retired,Suburban,Bachelor,1671343200
66,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,ca22f6b2-090d-4019-b5c5-bc2f65bb643d,churn,0.5121387,0,no_churn,-0.0199154063315563,-0.0008956534350363,0.0267653712491483,0.0398119347962529,0.119141398159081,0.0878061586851617,0.0631373920559417,0.0663528151956234,Female,80,No,No,Employed,Suburban,High School or Below,1671343200
56,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,b02508ed-b938-44b9-b5b9-def76584a0c0,churn,0.3310163,1,churn,-0.0341288761059968,0.0003436381556093,0.0550171462597973,0.0858729400109223,0.0789591771187224,0.0160272639718914,0.0120193526056755,0.0344584554699213,Female,45,No,No,Unemployed,Rural,High School or Below,1671343200
8,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8983d924-9ba3-4c21-bf3c-0ee773591959,no_churn,0.7107691,0,no_churn,0.136401777713618,-0.0008756143899699,0.0367710411827374,-0.0023967429198364,0.0963913339120335,0.162652018138815,0.159345892627771,0.142684142675889,Female,69,Yes,No,Employed,Suburban,High School or Below,1671343200
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,0ab800a8-fbf8-4e5f-851f-30a9ea079f24,no_churn,0.52362597,0,no_churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Female,69,Yes,No,Unemployed,Suburban,College,1671343200
67,Yes,Yes,Low Speed,Web_Chat_Support,One year,100hrs+,Active,469241ac-9291-420e-9810-16e047393286,churn,0.24171403,0,no_churn,0.0469146158933563,0.0005535817128657,0.095683722513113,0.0756547756224972,0.0764598982899951,-0.019975164971438,0.115483483609241,0.110198946304481,Female,70,No,No,Disabled,Suburban,College,1671343200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7935bd01-e719-4cde-8a20-6389956789bb,churn,0.7079699,1,churn,0.0254800662138131,-0.0022148940392617,0.102443426711434,-0.0038946857798509,0.0316104208026172,0.114668699367739,0.0092654989978655,0.035589710465374,Female,70,No,Yes,Medical Leave,Rural,High School or Below,1671343200
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4c38b82a-90db-4d9e-b9ec-dd312bdf5a0b,no_churn,0.34674543,0,no_churn,-0.0239936453254904,-0.0052059029932752,-0.0357976944763686,0.0012837785962801,0.0825425236527735,0.080541608974363,0.0368938102386346,0.0523760419206155,Male,74,Yes,Yes,Employed,Urban,College,1671343200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,eb5d32ff-fb93-4587-9a8f-728ddc06c85a,churn,0.83500576,1,churn,0.0593982776080974,-0.0024003367141813,0.0683279208956537,0.0123667112077782,0.0722319181668717,0.0793849755988867,0.0540500015440557,0.0493643885742858,Female,78,No,No,Employed,Suburban,High School or Below,1671343200
38,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,42b4ba13-560d-4eb9-8f1b-f8a18e975fec,no_churn,0.36701834,0,no_churn,-0.158945335979761,-0.0051617289353089,-0.105857269413427,0.040729957165513,-0.051779750247515,0.0575430406403393,-0.0038304257530944,-0.0417246392499873,Male,29,Yes,No,Unemployed,Rural,Bachelor,1671343200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,ab112f8f-1b99-4fdd-b891-cf537a423ea7,no_churn,0.50274116,0,no_churn,-0.0442273047195976,-0.0020008695254,-0.0534776920915283,0.0499985741033924,0.0380153906167834,0.0447249848944011,0.0410927310829538,0.0146575641224262,Male,33,No,No,Employed,Suburban,College,1671343200
51,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,aecc80c3-81d1-4b97-b48b-f2ff4794c386,no_churn,0.10255444,0,no_churn,-0.126509466926045,-0.0053877132559318,-0.0392918386779911,-0.0390012281012059,-0.0206364071841744,-0.0917285441194599,0.0204783772510018,0.0330506665858774,Male,21,No,No,Unemployed,Suburban,Bachelor,1671343200
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5d32bafb-a476-445b-acc5-2485792082a1,churn,0.5993925,1,churn,-0.214877860027364,-0.0027101696388854,0.0210093626348771,-0.0542386668425388,-0.0243017645775853,0.0601272086490644,0.0249538632896565,0.0310118711905306,Female,52,No,No,Employed,Rural,Bachelor,1671343200
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8b380d6d-c0af-49e7-a1c1-a854e8de887e,no_churn,0.6455251,1,churn,-0.0020313410544258,-0.0040296141927319,0.101556601430375,0.122463748955979,0.0813066932027868,0.0864527225969413,0.0334186262038929,0.0836935657720641,Female,37,Yes,No,Disabled,Suburban,Bachelor,1671343200
58,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,c62710e0-c51d-45f0-b501-d017f4565839,churn,0.26104215,1,churn,-0.0686112635835252,-0.0012761917783791,0.0306391446099587,0.0301402134737782,0.0347172208915617,-0.0978685767444039,-0.0495427912956984,0.0627760936981758,Male,26,No,No,Employed,Suburban,College,1671343200
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1f0e0a46-a3cd-4faf-9bb0-e6d4d37745d2,no_churn,0.4640246,0,no_churn,-0.0922488366625657,-0.0064945136584719,-0.0684313454781022,-0.0668482873506582,0.0567952116328888,0.0761898059002487,0.0013813364452653,0.0789201644113018,Male,37,No,Yes,Employed,Urban,High School or Below,1671343200
52,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,55e64c40-6bbd-4c42-b86f-c7ed1dccd942,no_churn,0.3265882,0,no_churn,-0.143986723672988,-0.0032213538815994,0.0028782558487182,0.0122903043254427,-0.0420569020745824,-0.122832236078848,-0.0091455935728117,0.0370480969195341,Male,30,No,No,Unemployed,Suburban,Bachelor,1671343200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,358a8143-9398-4651-9e19-74bfa698957d,no_churn,0.41882738,0,no_churn,-0.169368361917677,-0.003125421504701,-0.0651735622926207,-0.0020927216323434,-0.0366279440173639,0.0541918855010408,-0.0387641497068761,-0.0080658770809532,Male,47,No,Yes,Employed,Suburban,High School or Below,1671343200
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,bdbadc13-79b8-4ead-849f-d7469108579c,no_churn,0.23629661,0,no_churn,-0.295323869828253,-0.004873240525535,0.00916928885596,-0.0797442113385705,0.0134632553795017,0.0383231802803993,0.0198555098943143,0.0301039328175829,Female,71,No,No,Employed,Suburban,Bachelor,1671343200
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c650d5b9-7880-4469-b114-fdfebd39a529,churn,0.309264,1,churn,-0.0239936453254904,-0.0052059029932752,-0.0357976944763686,0.0012837785962801,0.0825425236527735,0.080541608974363,0.0368938102386346,0.0523760419206155,Female,67,Yes,Yes,Employed,Urban,High School or Below,1671343200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,62ee3bda-0481-41bf-8e23-8cdec7c36a6a,churn,0.6621589,1,churn,0.171400064066627,-0.0032147385869757,-0.0581448130929402,0.0734413496483284,0.0483092190261322,0.133828785326159,0.0106988746132446,0.0504134181508743,Female,69,No,No,Disabled,Suburban,High School or Below,1671343200
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,dadab957-62df-4a47-bb9a-551372de2022,no_churn,0.5982829,0,no_churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Male,30,Yes,Yes,Disabled,Urban,High School or Below,1671343200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,66040bda-dc7f-486e-97b0-2ef23aff8a9c,churn,0.7775129,1,churn,0.274869423001546,-0.0051130503212516,0.0605974439247893,0.0764223539831436,0.0462467173550067,0.136682364342823,0.0667655003898653,0.0745030995263005,Female,56,No,No,Retired,Rural,Bachelor,1671343200
58,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,d31fdc0c-2d74-4e1f-9972-42dd4f6f3ac2,no_churn,0.18736765,0,no_churn,-0.1105364760885,-0.0036535475751406,0.0071430207072626,-0.0444821874800709,-0.0427722351852025,-0.125724389218558,0.010342156259494,0.050657505766685,Male,71,No,No,Retired,Suburban,College,1671343200
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c123cb14-e034-45fb-8b1f-eef962c65856,no_churn,0.39383945,0,no_churn,-0.271018111735066,-0.0047287351429076,0.0232654638454459,0.0012628479240083,0.0229861937811801,0.0234216373795516,-0.0439619528077673,-0.0102534960919183,Male,46,Yes,Yes,Employed,Urban,High School or Below,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cb59bafe-2c9d-4a66-a171-52f2cf445665,churn,0.67943966,1,churn,0.226872591148776,-0.0010851425707915,0.0616689182191657,0.0053776755445596,0.0929604769834077,0.130607475908382,0.0894662901022093,0.090105570475207,Female,32,No,No,Unemployed,Urban,Bachelor,1671343200
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5eff4d9a-689a-4a36-9fbe-59da3618d3dd,churn,0.6069612,1,churn,0.0295748792160793,-0.0013785740432831,0.0936646662917064,0.0610899449510725,0.0364074386326046,0.12547699774881,0.0584059666838857,0.029232535903684,Female,33,No,Yes,Employed,Suburban,College,1671343200
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e18ee3d8-1242-40a8-b473-3ea7eb5368cf,no_churn,0.58713025,1,churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Female,79,No,Yes,Unemployed,Suburban,High School or Below,1671343200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f6ad349c-9a1d-468b-8006-b8781a457ec7,churn,0.5714378,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,42,Yes,Yes,Employed,Suburban,Bachelor,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,82076db2-9e42-429f-b887-238602469432,churn,0.67628396,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,24,No,No,Unemployed,Rural,Master,1671343200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8731fc55-c970-4172-ba80-0dee8e8af274,churn,0.3028512,1,churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,43,Yes,No,Unemployed,Suburban,College,1671343200
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,025aadac-fb93-47c4-8554-1f48b44a5d4d,no_churn,0.25640753,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,47,Yes,Yes,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a8bbfda6-d734-43f9-9fb8-34b5c6c7bb8f,churn,0.8216526,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,79,No,No,Employed,Suburban,Doctor,1671343200
50,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,be49e19f-a058-486f-a95a-61b267bf86ea,no_churn,0.15761803,0,no_churn,-0.0400879937301351,-0.0049508090757171,0.0249612724520693,0.0403132908341285,0.0073004283066575,-0.24615948827372,-0.0153033734489508,-0.0160994782348188,Male,65,Yes,Yes,Unemployed,Suburban,Bachelor,1671343200
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d5c18ae9-62d1-434d-980c-d0d49c1b372c,churn,0.35953864,1,churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,50,No,No,Employed,Urban,Bachelor,1671343200
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,ae459fa3-661b-4571-8a1c-0cc40207f628,no_churn,0.004411112,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,55,No,No,Medical Leave,Suburban,Bachelor,1671343200
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2226c1db-f653-4a71-8694-a1f1b60a11f1,churn,0.35754013,1,churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Male,67,Yes,No,Employed,Urban,High School or Below,1671343200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b0b8a3b0-0edd-44f3-8dfb-e87664a4491b,churn,0.7285512,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,57,Yes,No,Employed,Suburban,College,1671343200
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5df20f70-455e-46ff-b30d-6bd3c952f4ed,churn,0.4742781,1,churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Female,48,No,No,Employed,Urban,College,1671343200
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1282d6d9-1cf5-41dc-99be-0e9aadeae332,no_churn,0.48614484,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Female,40,Yes,No,Employed,Urban,College,1671343200
23,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5b2aeb2-242c-4b7f-95da-0540a5209688,no_churn,0.28835842,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Male,36,No,No,Employed,Rural,Bachelor,1671343200
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c84d1571-eafe-4935-b07a-1a2cef754cae,churn,0.5961847,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,28,Yes,No,Unemployed,Rural,College,1671343200
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,42700492-9775-4b81-8e74-0d061064f72a,no_churn,0.7683881,0,no_churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,51,Yes,No,Employed,Rural,High School or Below,1671343200
35,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d300b154-7910-4ec7-b19b-ce0da6b99c9c,churn,0.49097475,1,churn,-0.0517744248988856,-0.0048081347018705,-0.0565681697420404,0.110153076007991,0.0103467828758039,0.024959557457696,0.0036635071445471,0.0033753649187929,Female,73,No,Yes,Unemployed,Suburban,Bachelor,1671343200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,04ccc64b-5b7d-48a3-9420-76c199d856f5,no_churn,0.47227186,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Male,28,No,Yes,Employed,Suburban,Master,1671343200
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,562bcf3a-38c2-4fec-b24d-c7e84db36eb0,no_churn,0.35423928,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,44,No,No,Disabled,Suburban,High School or Below,1671343200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d02fb7de-28b3-4bd2-bac4-0d23c2af98e4,churn,0.7925617,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,27,No,Yes,Employed,Urban,Bachelor,1671343200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a78d27e2-b909-4f65-be2a-57ecdb6128f4,churn,0.8660008,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,54,No,No,Employed,Suburban,College,1671343200
59,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,1fdfed2b-afb8-4f53-956c-61e010e69608,no_churn,0.061943434,0,no_churn,-0.106957170884143,-0.0035931186716516,-0.0106472152618516,0.0190424538997103,-0.002194010980329,-0.0965920333697613,-0.026133077323775,-0.0219519787527679,Male,67,No,Yes,Employed,Suburban,College,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5ec1f50d-6bbf-4e6b-91e9-9f9b1fa94ee5,churn,0.8488105,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,48,Yes,Yes,Employed,Suburban,High School or Below,1671343200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8b7f3ea8-f377-4f39-98aa-5d34cd118b0f,churn,0.37354928,1,churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,57,No,Yes,Disabled,Suburban,Bachelor,1671343200
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f6151072-09f4-41d8-883c-6188a8845e00,churn,0.6056439,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,33,No,Yes,Unemployed,Suburban,Master,1671343200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,46996d0f-edf2-4c8a-90c1-c78354df109b,churn,0.7596219,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,40,No,No,Employed,Suburban,High School or Below,1671343200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1648f34e-b77b-4a73-90c8-25e0e9a9aaac,no_churn,0.49170712,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,55,No,No,Employed,Suburban,Master,1671343200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,28c52ff0-149e-4fdb-bd31-51a83cc7cbd2,no_churn,0.34319645,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,26,No,No,Disabled,Suburban,College,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,769df161-1430-4c99-a34f-05c4e0f89818,churn,0.87484163,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,55,No,No,Employed,Rural,Bachelor,1671343200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa98f6b2-fcfb-4e76-a2ad-4bcfd5017057,churn,0.8459666,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,54,No,No,Unemployed,Urban,Master,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,155a28a5-1730-4aa2-bb58-61599482a6fa,no_churn,0.55275387,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,56,No,No,Employed,Rural,High School or Below,1671343200
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,30c0acfe-2432-4335-9abc-0aeeb09ef494,churn,0.45750487,1,churn,0.0626876453486238,-0.001059270129931,0.104769205206412,0.189686188888882,0.129825686464219,0.121890357492589,0.0131656942656309,0.024567805612869,Female,42,No,Yes,Employed,Suburban,Bachelor,1671343200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d55597b0-bbe4-49fd-a9cc-b5f02f546009,churn,0.5576662,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,80,No,No,Employed,Suburban,Doctor,1671343200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,18600611-2a2e-4ad4-a759-a334bd12c114,no_churn,0.6015906,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,76,No,No,Employed,Urban,Bachelor,1671343200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,66ff8f89-5f34-4601-81e4-4a51fe148735,no_churn,0.23402783,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Male,29,No,No,Unemployed,Suburban,College,1671343200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,63b3c373-e14f-4f79-96b9-08744fde8916,no_churn,0.5451749,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,24,No,No,Retired,Suburban,College,1671343200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,88c9cb4f-bd60-4d89-830e-36f2b03aa560,churn,0.47418636,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,31,No,No,Employed,Suburban,Bachelor,1671343200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8bf56449-e1ac-4fdf-86b8-1ecd3ebb5a86,no_churn,0.40773857,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,20,No,Yes,Medical Leave,Suburban,College,1671343200
14,Yes,No,Fiber optic,In_Store_Support,One year,<80hrs,Active,c8cf2117-581b-4b2a-a9d4-c7591c709620,churn,0.48159468,1,churn,0.017970775986123,-0.0050028543893859,0.0139377247109769,0.139711998422595,0.0074789813656116,-0.0259488571138899,0.0528872834387766,0.0889387979524235,Male,44,No,No,Employed,Suburban,Master,1671343200
65,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,150a3188-0ed6-46e4-8b8b-9e81a497d0f9,no_churn,0.07516284,0,no_churn,-0.125713245936659,-0.0017733432435852,-0.0224289856921677,-0.0168811855782405,0.0090576832358965,-0.108324642997177,0.0083102133151987,0.0287273541622016,Male,33,No,Yes,Employed,Suburban,Master,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ae7443fa-ed9b-4660-a6b1-526004e2089b,churn,0.8488105,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,66,Yes,Yes,Employed,Suburban,Bachelor,1671343200
72,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,fe5d3aa0-13bf-4834-927e-d0ab889b75a9,no_churn,0.0043752934,0,no_churn,-0.118882149299384,0.0036077430522482,-0.0096809283622133,-0.0068674342127042,0.0057596641725285,-0.174075613838334,0.0251642286255241,0.0372860018920073,Female,56,Yes,Yes,Employed,Urban,Bachelor,1671343200
63,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,b24fe128-c0bf-4ba3-8e9a-dde9fecdc896,no_churn,0.020364942,0,no_churn,-0.0498171895242194,-0.0029221788747236,-0.0077575272172725,-0.0182110255277984,0.0027083177785425,-0.133579941683911,-0.0280193939584387,-0.0314272131680081,Male,58,Yes,Yes,Unemployed,Rural,College,1671343200
32,Yes,Yes,Medium Speed,In_Store_Support,One year,<50hrs,Active,4c1ebf39-f157-456a-a093-7522e4f29daf,no_churn,0.14131667,0,no_churn,-0.07928616363753,-0.0025063603521448,0.0069062307630065,-0.088543932046723,-0.05980922464807,-0.0976215654185489,0.0278154529967923,0.034019409220532,Male,20,Yes,Yes,Employed,Urban,College,1671343200
14,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,4065d610-8bbb-4386-98e7-f67b401ed82d,no_churn,0.010647687,0,no_churn,0.0027609737875354,-0.0043418320635373,-0.0142300171470378,-0.0303832556914039,-0.0624811570679048,-0.170501909883051,0.0388370231149019,0.0413140243109956,Male,36,No,Yes,Unemployed,Suburban,Bachelor,1671343200
69,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,1375cd90-2489-476f-8121-b59fc90b10ca,no_churn,0.0059545534,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Male,59,Yes,No,Disabled,Suburban,College,1671343200
35,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a432bf42-0a59-45f2-b6f6-fbb817a7b38d,churn,0.49097475,1,churn,-0.0517744248988856,-0.0048081347018705,-0.0565681697420404,0.110153076007991,0.0103467828758039,0.024959557457696,0.0036635071445471,0.0033753649187929,Female,48,Yes,No,Employed,Suburban,Bachelor,1671343200
56,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,95b2e496-2603-4f6e-b50c-24495a4a4c9b,no_churn,0.016668346,0,no_churn,0.0063576585196642,-0.0007132176437517,-0.0561679403970083,-0.0171494676846305,0.0882095691616086,-0.103444126038366,0.040025204756057,0.058856169054361,Female,58,No,Yes,Employed,Suburban,College,1671343200
67,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,d3c38369-1c67-421a-92a6-b3bb656e0157,no_churn,0.21914192,0,no_churn,-0.0953540844363124,-0.0031800640901929,0.0070500245625589,-0.0101139026712098,-0.0548648271383899,-0.0580726628384309,0.0168204124040721,0.0386889528583151,Female,78,Yes,Yes,Disabled,Suburban,High School or Below,1671343200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6682fe2d-f900-407f-996b-47d656157d37,churn,0.8660008,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,31,Yes,Yes,Unemployed,Rural,Bachelor,1671343200
30,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b5d51059-a80f-44e8-b130-394e802cf45b,churn,0.5755994,1,churn,-0.168997263379024,-0.0037590187198475,-0.0457916639610539,-0.0807896463812448,0.0326588870531304,0.044025316574116,-0.0351028350090928,0.0598967354879096,Female,62,Yes,No,Unemployed,Suburban,Master,1671343200
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,10e61544-3978-46fe-901b-9a592f1786d4,churn,0.8642757,1,churn,0.0841595232692043,-0.0006141868570102,0.110813754498513,0.0476681639980347,0.137900277367762,0.133520743276113,0.086384533893547,0.12114104638141,Female,59,Yes,No,Employed,Rural,Bachelor,1671343200
68,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,b6aa3e6a-0f44-459f-be8c-dada18feaabe,churn,0.02652864,0,no_churn,-0.122755869320863,-0.0104195097487718,-0.0193656880987873,-0.0023100717903253,0.0193158653960927,-0.175540132711376,0.0273059219083734,0.0447433327988073,Male,77,No,No,Retired,Rural,College,1671343200
35,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,1a267e51-19e7-4e53-9212-e1787a02d9c1,churn,0.61203194,1,churn,-0.0834659829823886,-0.002294546709927,0.110601774243623,0.121864561145012,0.0789444300798641,0.11435269483607,0.076870201272668,0.106005486345966,Female,33,No,No,Medical Leave,Suburban,College,1671343200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca34a56f-b879-45af-bb84-3e1b8c4c17c0,churn,0.7285512,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,45,No,Yes,Retired,Rural,High School or Below,1671343200
35,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f119672-6140-4ccd-bfcb-91ec1bf96981,churn,0.49097475,1,churn,-0.0517744248988856,-0.0048081347018705,-0.0565681697420404,0.110153076007991,0.0103467828758039,0.024959557457696,0.0036635071445471,0.0033753649187929,Male,21,No,No,Employed,Suburban,High School or Below,1671343200
27,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,35678561-4483-434f-be8b-2fa876212a37,no_churn,0.036225714,0,no_churn,-0.0654168684296018,-0.005162049967912,-0.0250887612115639,-0.0285373245859773,-0.0299586705840465,-0.0710016576707676,-0.0208039425252536,-0.023056877537756,Male,71,No,No,Unemployed,Suburban,Master,1671343200
27,Yes,No,Low Speed,In_Store_Support,One year,<80hrs,Active,52164b7a-7751-4534-934d-b9f81815a104,no_churn,0.10453788,0,no_churn,-0.0882469512712668,-0.009781688298226,-0.0166865205402518,-0.0268157853985303,-0.0722243794597307,-0.0974356982846711,0.0134598763810936,0.0387049954164012,Female,24,No,Yes,Employed,Suburban,High School or Below,1671343200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d9dd1a5d-d079-46e5-a033-93b232b2174c,churn,0.3028512,1,churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Female,42,Yes,Yes,Employed,Suburban,Master,1671343200
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,76e8054b-8377-4b15-a9c3-213339f63ac8,no_churn,0.0039624227,0,no_churn,-0.058452675230701,-0.0033702463730151,-0.0132270750043016,-0.0316349279588439,-0.0124880534618023,-0.125122653490034,-0.0101113028588679,-0.0146192187443921,Female,45,No,No,Unemployed,Rural,Bachelor,1671343200
38,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e1bb3f00-4894-46e0-a40a-2d73e886427a,no_churn,0.36701834,0,no_churn,-0.158945335979761,-0.0051617289353089,-0.105857269413427,0.040729957165513,-0.051779750247515,0.0575430406403393,-0.0038304257530944,-0.0417246392499873,Male,28,No,Yes,Medical Leave,Suburban,Master,1671343200
22,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,f18caff1-c1a4-46cf-b0d2-fad75a610a62,no_churn,0.0292304829999999,0,no_churn,0.0302504318606588,-0.0056578815432021,-0.0073161485658692,0.0237322229980691,0.0798607693775557,-0.191612998266864,0.0795751471405856,0.0621423059748667,Female,51,Yes,Yes,Employed,Rural,Bachelor,1671343200
59,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,ba11788d-c5f0-4c06-ae4f-5620f76e6c32,no_churn,0.061943434,0,no_churn,-0.106957170884143,-0.0035931186716516,-0.0106472152618516,0.0190424538997103,-0.002194010980329,-0.0965920333697613,-0.026133077323775,-0.0219519787527679,Male,64,No,No,Employed,Urban,High School or Below,1671343200
14,Yes,No,Fiber optic,In_Store_Support,One year,<80hrs,Active,dc6d26ab-f927-472b-bf51-7a0e21c81337,churn,0.48159468,1,churn,0.017970775986123,-0.0050028543893859,0.0139377247109769,0.139711998422595,0.0074789813656116,-0.0259488571138899,0.0528872834387766,0.0889387979524235,Female,28,No,Yes,Employed,Suburban,Master,1671343200
56,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ca4b275c-cb52-4445-a07c-0cc7d91a36c0,no_churn,0.48766553,0,no_churn,-0.0217183854317136,-0.0011030159535584,0.046109588995032,0.11032744433207,0.0801012762698519,0.0555358262427762,0.114172812245961,0.0475483104666545,Male,80,No,Yes,Employed,Suburban,Doctor,1671343200
14,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9be6f8a7-ef9d-4f4f-b3f4-61c58372ed0d,churn,0.52292454,1,churn,0.006569151423655,-0.0035715678458109,-0.072578951077653,0.0086311818911553,0.102851112708067,0.0972397656481007,-0.0035519109443339,0.0957898288610067,Female,31,No,Yes,Employed,Suburban,College,1671343200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0e915b64-5578-4bca-9543-5e248093667e,churn,0.51025766,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,64,No,Yes,Employed,Suburban,Bachelor,1671343200
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,0b3ed46b-d8b2-400a-bd97-5e92289f72e4,no_churn,0.0024682153,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Male,27,No,No,Disabled,Urban,Bachelor,1671343200
8,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a9b0ceaf-ccf1-4416-a334-10c07e37c53e,no_churn,0.2437329,0,no_churn,0.0170887389093059,-0.0114536998776293,-0.0265589734563127,-0.134057152302548,0.0231934106326843,0.0437875892383363,-0.0535683541087382,-0.069957709336395,Female,60,Yes,Yes,Employed,Suburban,College,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c1618870-df6d-457c-b28a-90d5c743a20f,no_churn,0.55275387,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,40,No,No,Disabled,Urban,College,1671343200
53,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,8bc972fe-a01d-476c-9c36-44a2f312332d,no_churn,0.13420524,0,no_churn,-0.0616768030624655,0.0986191134890168,0.0296519476162666,0.0171249773347847,-0.0067459781807508,0.077754115582004,0.162971156591633,0.0732753282024327,Female,66,No,No,Unemployed,Suburban,High School or Below,1671343200
12,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,1f71ba2a-8e1b-4abf-a335-e8c231ee85e1,no_churn,0.041577403,0,no_churn,0.0295377805559019,-0.0043566308785739,0.0201903997131648,-0.0017919062517921,0.0038932456318434,-0.180005763590061,-0.0330571802100894,-0.0584360972815557,Male,72,Yes,Yes,Employed,Suburban,High School or Below,1671343200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,05fd9c13-5dcf-46af-b73f-0ad96a31cec1,no_churn,0.6015906,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Male,37,Yes,Yes,Employed,Suburban,High School or Below,1671343200
35,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,7e21b6b5-06af-4250-aadc-5d1376d904f7,churn,0.61203194,1,churn,-0.0834659829823886,-0.002294546709927,0.110601774243623,0.121864561145012,0.0789444300798641,0.11435269483607,0.076870201272668,0.106005486345966,Male,46,No,Yes,Employed,Suburban,Bachelor,1671343200
71,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,ce3d37c2-bcb5-43ec-b60b-a83ec29bb0d3,no_churn,0.0045431545,0,no_churn,-0.113889507444273,-0.0027140958176096,0.0010592158640247,-0.0494952891832144,0.0334721320221979,-0.221915652944545,0.0415806787182555,0.0508763677109345,Female,48,Yes,Yes,Unemployed,Urban,High School or Below,1671343200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8bc73f30-76a9-4c90-b64a-3cc373856942,no_churn,0.34319645,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,20,No,No,Medical Leave,Suburban,Bachelor,1671343200
56,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6013cb31-7333-4f05-90b6-57951dd90887,no_churn,0.48766553,0,no_churn,-0.0217183854317136,-0.0011030159535584,0.046109588995032,0.11032744433207,0.0801012762698519,0.0555358262427762,0.114172812245961,0.0475483104666545,Male,67,Yes,No,Unemployed,Suburban,College,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e38a259e-f1e5-4f74-b037-aa3e5cd992b8,no_churn,0.3472617,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,21,No,Yes,Unemployed,Rural,Master,1671343200
21,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,3e6b7ba8-e4eb-4caf-b196-8cfba6ecbb4a,no_churn,0.01973509,0,no_churn,0.0105521845548992,-0.0026522912910149,-0.0159985288653388,-0.0036343592306184,-0.0008286514609881,-0.228626342232692,-0.0144078430476838,-0.0134303201006241,Female,38,Yes,Yes,Employed,Suburban,College,1671343200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9ad7cab-13c6-4331-9534-7226904b54c1,churn,0.8459666,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,40,No,Yes,Employed,Suburban,Bachelor,1671343200
72,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,f8956ba1-fc39-44ea-adbc-06b716940bb6,no_churn,0.012554227,0,no_churn,-0.0794341018525312,0.0045907798312043,-0.0034991105374467,-0.0180400161873626,-0.0282650555662121,-0.121278223929647,-0.0109958059160624,-0.0121046182451948,Female,54,Yes,No,Unemployed,Suburban,College,1671343200
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,bc77bf6a-d437-4f26-af13-31842f8aa2ce,no_churn,0.2861589,0,no_churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Male,54,No,No,Disabled,Suburban,Doctor,1671343200
35,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c4de70b9-5d71-4987-9189-9d2050e874fb,churn,0.18255162,1,churn,-0.126870740562308,-0.0101845303821028,-0.0435427571779746,-0.0948360014757781,0.0201282810829161,0.0334629838925957,-0.0179145052071089,-0.0259355470348054,Male,34,No,No,Employed,Rural,High School or Below,1671343200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d0f07a96-fe18-4e32-8ac4-0db2d7a2dcb2,churn,0.5714378,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,62,No,Yes,Employed,Rural,High School or Below,1671343200
8,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,0de3e41f-00d4-4374-9081-1b84172d777f,no_churn,0.008134052,0,no_churn,0.0098518657831755,-0.0082110496525729,-0.0157272167392511,-0.0435238161695906,0.0142331289032154,-0.151783146898133,-0.0338525417712207,-0.0400133751882094,Male,28,No,Yes,Employed,Suburban,College,1671343200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0ef7bddb-a92b-4006-b384-9f0bb33122d9,no_churn,0.11156407,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,36,No,No,Employed,Urban,College,1671343200
49,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,9efb50ef-7e67-4df2-94ff-c8668884e5cd,no_churn,0.21089575,0,no_churn,-0.130761264995963,-0.0032302558806986,-0.0952194737437821,0.0424943872811491,-0.0536945571288197,-0.0509776830939517,0.0282606565784954,0.0441020374617801,Male,44,Yes,Yes,Medical Leave,Suburban,Master,1671343200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f83c8223-5fa1-4b39-9656-31be4ef268b4,churn,0.6621589,1,churn,0.171400064066627,-0.0032147385869757,-0.0581448130929402,0.0734413496483284,0.0483092190261322,0.133828785326159,0.0106988746132446,0.0504134181508743,Female,36,No,No,Unemployed,Suburban,Bachelor,1671343200
14,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4d9a9639-0cde-4356-8d08-aa9105f72775,churn,0.52292454,1,churn,0.006569151423655,-0.0035715678458109,-0.072578951077653,0.0086311818911553,0.102851112708067,0.0972397656481007,-0.0035519109443339,0.0957898288610067,Male,45,No,No,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aeb6b2bf-b78c-4615-af76-ba56b3b575fb,churn,0.8216526,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,70,No,No,Employed,Suburban,Master,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c9a1f471-77da-4970-b22a-989d2c987c41,churn,0.8216526,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,20,No,No,Employed,Suburban,Master,1671343200
72,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,b29462ee-7378-4a7b-a815-fcfe065d01de,no_churn,0.010934455,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Female,42,No,No,Employed,Urban,Bachelor,1671343200
43,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,768aa66b-fb9a-4440-b2aa-2a1eb84b6a8e,no_churn,0.39959827,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Female,66,No,No,Unemployed,Suburban,College,1671343200
15,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e2fe4888-f219-4267-85f0-1d1c359ad4db,no_churn,0.5943872,0,no_churn,0.0826915120941157,-0.0009092512819552,0.0019433770949945,-0.111665063712317,0.100394141859924,0.126767216457338,0.111224098578296,0.100527822650529,Male,28,No,Yes,Unemployed,Suburban,High School or Below,1671343200
17,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,10698116-a719-4483-9a19-78c146e50658,no_churn,0.05476314,0,no_churn,0.0861508526476427,-0.0033411481427174,0.0313562658589125,0.0084871760093756,0.0239173717617814,-0.23338997642134,-0.0359431426098854,-0.0562635508593848,Male,45,No,No,Employed,Rural,Bachelor,1671343200
49,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,302f5830-1abd-4a7e-8521-5c562931d6af,no_churn,0.26869538,0,no_churn,-0.0637590099065709,-0.0156199902859589,0.0065639577215188,-0.0928329742973619,-0.0396174345144936,-0.103725733142546,0.0128598124627569,0.0471052176087869,Female,39,No,Yes,Employed,Rural,High School or Below,1671343200
1,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,09e3b31e-c589-4f42-8aed-611f5854c0de,no_churn,0.69620365,0,no_churn,0.17177365076685,0.0597646244255702,-0.0157133967070876,-0.0487398124919582,-0.0360442543687167,0.138407169386828,-0.0741946995387843,-0.001779435029257,Male,51,No,No,Employed,Suburban,High School or Below,1671343200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1410dd0f-1783-4d4d-aa89-637c67148467,churn,0.7775129,1,churn,0.274869423001546,-0.0051130503212516,0.0605974439247893,0.0764223539831436,0.0462467173550067,0.136682364342823,0.0667655003898653,0.0745030995263005,Male,42,No,Yes,Retired,Urban,High School or Below,1671343200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6b5af128-9a26-4fb5-9cb9-571ca5802f83,no_churn,0.1685849,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,63,No,No,Employed,Suburban,Master,1671343200
30,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c95aa88d-ed25-4017-8f53-b4ca340952d2,no_churn,0.16812274,0,no_churn,0.0724417265847205,-0.0146698697116153,-0.0374154751974674,-0.07052044690834,0.0607456638602889,0.0909774987265882,-0.0069799503918602,0.0047168543356019,Female,29,No,Yes,Employed,Urban,High School or Below,1671343200
16,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,288aa392-3dce-48b8-9c4d-05d56ac2b77e,churn,0.14233692,1,churn,0.103155172808838,-0.0048148354626755,-0.0267934860802961,0.0253934072238007,-0.0628383842554467,0.0960901231202478,-0.0127813485440037,-0.023743789190039,Female,35,No,Yes,Employed,Suburban,College,1671343200
23,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3d622e66-cecb-4f8f-b298-043d83f18d4d,no_churn,0.28835842,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Male,25,No,No,Employed,Suburban,Master,1671343200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c756d45a-0e0b-47a4-a96b-7e5496fe4428,no_churn,0.49170712,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,64,No,Yes,Employed,Urban,College,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0b1e1ccf-a1da-4270-8a69-b828dca1057a,no_churn,0.35842606,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,30,Yes,No,Unemployed,Urban,College,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,03024b02-5b96-4c22-a745-9eed46ecbcf0,churn,0.33046174,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,39,No,Yes,Employed,Rural,Bachelor,1671343200
3,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ea55c55a-4728-46e0-b471-e8fb0e9a8fcd,churn,0.49527773,1,churn,0.0652638712447605,-0.010272341548989,-0.0311406363544847,-0.110484808374913,-0.147546755569592,0.0556692198620203,-0.0475429992749559,-0.0389716998481344,Male,65,No,No,Unemployed,Rural,Bachelor,1671343200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c0d863c6-9cbf-48a6-a092-a9e979eb0313,churn,0.30501375,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,44,No,Yes,Employed,Rural,College,1671343200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,261b0910-0063-435f-a398-227487891331,churn,0.7079699,1,churn,0.0254800662138131,-0.0022148940392617,0.102443426711434,-0.0038946857798509,0.0316104208026172,0.114668699367739,0.0092654989978655,0.035589710465374,Female,44,No,Yes,Unemployed,Rural,High School or Below,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0aec3ee7-4072-414c-8a72-2da5312afe96,churn,0.33046174,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,33,No,No,Employed,Suburban,High School or Below,1671343200
68,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,c59e080d-36e6-4a41-bf39-1458ec288fc6,no_churn,0.022836842,0,no_churn,-0.0848031883868861,-0.0010019213325358,0.0158768445255373,0.0135518303433127,-0.0339846991945887,-0.231337479460635,0.051249244496048,0.0697565505363672,Male,50,Yes,Yes,Employed,Suburban,High School or Below,1671343200
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,632dd932-4049-4120-a1bb-715413c896ed,churn,0.31546772,1,churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Male,77,No,No,Unemployed,Suburban,Master,1671343200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3fd9a295-9928-4f77-9bd8-e5d8a39a3dd7,no_churn,0.47227186,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,64,No,Yes,Employed,Suburban,High School or Below,1671343200
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e2e76c49-57a0-45e1-bfb9-8c0f10ad7684,no_churn,0.52362597,0,no_churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Male,49,Yes,No,Employed,Suburban,High School or Below,1671343200
13,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,e17e12bd-e9be-48bf-bd74-333c2672be5d,no_churn,0.010161674,0,no_churn,-0.0188040461570381,-0.0061781191889895,-0.0102691275538745,-0.0523537126385963,0.0115939935119786,-0.115474460749283,-0.0331182359118975,-0.0444224442389349,Female,69,No,No,Employed,Urban,High School or Below,1671343200
65,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,2a5e070e-e74a-4389-855f-d634bfce7109,no_churn,0.016473157,0,no_churn,-0.0565527047382784,-0.0029058074804743,-0.0161867660533153,-0.0155025534944797,0.0017469285272818,-0.124477683937657,-0.0217104849441057,-0.0334370815854345,Male,20,Yes,Yes,Unemployed,Suburban,Bachelor,1671343200
29,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,417692ed-cf17-4d50-a8a9-4cd29e1d3115,no_churn,0.35115954,0,no_churn,-0.121865374637036,-0.0050387817448609,-0.0779257089604107,-0.0532089902524421,0.0377123473562096,0.0515307978371311,-0.019255667756206,-0.0243081054270442,Female,64,Yes,No,Unemployed,Suburban,College,1671343200
42,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,d623b8f9-54ed-4f5f-bf8c-80219ec75249,churn,0.5179073,1,churn,0.108097735392521,-0.0035882127259174,0.0760476372334324,0.111977974706915,0.0568844440184511,0.158047411588177,0.155539680192678,0.0604671881899412,Female,57,No,No,Employed,Urban,Bachelor,1671343200
59,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,ccadb6eb-f4e1-41b8-a4ea-61e0614087c7,no_churn,0.061943434,0,no_churn,-0.106957170884143,-0.0035931186716516,-0.0106472152618516,0.0190424538997103,-0.002194010980329,-0.0965920333697613,-0.026133077323775,-0.0219519787527679,Female,77,Yes,Yes,Unemployed,Rural,High School or Below,1671343200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,71738117-3a52-44b1-941b-0c0cf9cbe29b,no_churn,0.5451749,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,50,No,Yes,Employed,Suburban,Bachelor,1671343200
5,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,f01d70e5-fd19-4edd-8ce6-05b140a5c136,churn,0.6998509,1,churn,0.0265854680737174,-0.010038907918115,-0.0699260159676305,0.0580205826363817,-0.158468863537291,0.0517833336980129,-0.0409611336744092,-0.0493539471635267,Female,46,No,No,Medical Leave,Suburban,College,1671343200
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a6a19a4c-3866-4e63-a0ec-9b0a64a6c9f7,no_churn,0.20911956,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,46,Yes,No,Employed,Urban,Bachelor,1671343200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e69560d4-c885-4022-9376-3f25c02d6094,churn,0.47418636,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,61,No,No,Unemployed,Suburban,Bachelor,1671343200
8,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,74a39d16-456e-42f1-8457-7c826669aafb,no_churn,0.7107691,0,no_churn,0.136401777713618,-0.0008756143899699,0.0367710411827374,-0.0023967429198364,0.0963913339120335,0.162652018138815,0.159345892627771,0.142684142675889,Male,58,Yes,Yes,Unemployed,Suburban,Bachelor,1671343200
59,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,33363823-f50b-4663-bbdd-d9bad04396ac,no_churn,0.061943434,0,no_churn,-0.106957170884143,-0.0035931186716516,-0.0106472152618516,0.0190424538997103,-0.002194010980329,-0.0965920333697613,-0.026133077323775,-0.0219519787527679,Female,80,No,No,Disabled,Suburban,High School or Below,1671343200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,98ddf73e-dfc5-4c4c-a4ef-74b6e2dca63f,churn,0.3028512,1,churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,64,No,Yes,Unemployed,Suburban,College,1671343200
42,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,3787f0e2-add3-4146-94e0-4d1173a1d764,churn,0.5179073,1,churn,0.108097735392521,-0.0035882127259174,0.0760476372334324,0.111977974706915,0.0568844440184511,0.158047411588177,0.155539680192678,0.0604671881899412,Female,49,Yes,Yes,Unemployed,Suburban,College,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,09b59d29-609f-458b-9915-784213aab7cb,no_churn,0.55275387,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,36,No,No,Unemployed,Suburban,Master,1671343200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5837b77c-e893-43b2-9486-899dbe58c6b8,no_churn,0.17554255,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,39,No,No,Employed,Suburban,High School or Below,1671343200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5dafe217-c554-4d96-ab2a-068b59509ed3,churn,0.7079699,1,churn,0.0254800662138131,-0.0022148940392617,0.102443426711434,-0.0038946857798509,0.0316104208026172,0.114668699367739,0.0092654989978655,0.035589710465374,Female,70,No,Yes,Employed,Suburban,High School or Below,1671343200
66,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5133ac9c-4438-44db-9949-58000c7194ba,churn,0.5121387,0,no_churn,-0.0199154063315563,-0.0008956534350363,0.0267653712491483,0.0398119347962529,0.119141398159081,0.0878061586851617,0.0631373920559417,0.0663528151956234,Male,28,Yes,No,Employed,Suburban,High School or Below,1671343200
35,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,1f0fff5f-91cc-4593-b50d-899fccae0361,churn,0.3065799,0,no_churn,-0.02303898951488,-0.0013697592693461,-0.0383860022536191,0.0388386691835057,-0.0264963623895892,0.0152185056799226,0.0557580640008382,0.0704497270361753,Female,38,Yes,No,Employed,Suburban,High School or Below,1671343200
49,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,fff92b5f-8f42-4438-b936-d34e6034b1bc,no_churn,0.21089575,0,no_churn,-0.130761264995963,-0.0032302558806986,-0.0952194737437821,0.0424943872811491,-0.0536945571288197,-0.0509776830939517,0.0282606565784954,0.0441020374617801,Male,22,No,No,Unemployed,Suburban,College,1671343200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a5e6909-6214-4784-972d-5d637dc67ce0,no_churn,0.088051744,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Female,73,Yes,Yes,Employed,Urban,College,1671343200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fef06c08-bbe0-4540-a152-54f8fa25dd64,no_churn,0.47227186,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,22,No,No,Unemployed,Suburban,Bachelor,1671343200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d4d65906-899e-4b06-b096-f654ba066819,no_churn,0.47227186,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Male,24,No,Yes,Employed,Urban,College,1671343200
13,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,5f85fd0a-41a7-4d4c-9b51-45125832fa7b,no_churn,0.010161674,0,no_churn,-0.0188040461570381,-0.0061781191889895,-0.0102691275538745,-0.0523537126385963,0.0115939935119786,-0.115474460749283,-0.0331182359118975,-0.0444224442389349,Female,60,No,Yes,Employed,Suburban,Doctor,1671343200
36,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,74b2819c-83e7-4393-a4c7-48a35d125e3f,no_churn,0.019990863,0,no_churn,-0.0637524485893391,0.0194649092605141,0.0009438556311306,-0.0296119871081236,-0.044269620131663,-0.122499803050741,-0.0127979670400782,-0.0165030915564784,Male,27,No,Yes,Medical Leave,Suburban,Master,1671343200
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,badbdfef-f802-4225-a238-b96ebae4deff,no_churn,0.38693023,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,65,No,No,Employed,Suburban,Bachelor,1671343200
70,No,No phone service,Low Speed,In_Store_Support,Two year,<80hrs,Active,6c6fc76f-2dec-475c-a8d1-bf69b422bdf9,no_churn,0.008997058,0,no_churn,-0.0964398061875226,0.0054393938848807,-0.00746125980761,-0.0184629183868946,-0.0306455939601164,-0.157641771501771,0.0117954581393269,0.0243903443371573,Female,31,No,No,Unemployed,Suburban,High School or Below,1671343200
70,No,No phone service,Low Speed,In_Store_Support,Two year,<80hrs,Active,44823981-b25f-465a-8cec-790e2cf2b588,no_churn,0.008997058,0,no_churn,-0.0964398061875226,0.0054393938848807,-0.00746125980761,-0.0184629183868946,-0.0306455939601164,-0.157641771501771,0.0117954581393269,0.0243903443371573,Male,80,Yes,Yes,Employed,Suburban,Master,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,250a550d-9242-4035-8cc7-1ff732918a10,no_churn,0.3472617,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,61,No,No,Unemployed,Suburban,College,1671343200
47,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,65e3a664-7559-4230-9c0c-c30d4a72d859,no_churn,0.021741249,0,no_churn,-0.0423728731778828,-0.0040275758891766,-0.0058795859602651,-0.0371053860631218,-0.0326004597369319,-0.109791013684771,-0.0171011916552015,-0.0201480662223002,Female,60,No,Yes,Unemployed,Rural,College,1671343200
7,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,75dfa9e4-0d6e-4697-8a33-c629c953c948,no_churn,0.12181752,0,no_churn,0.0550461271225049,-0.0142579192465518,0.0239484654395664,-0.0295972441668618,-0.0030848407024268,0.0622429262636615,-0.0448031760813682,-0.0374411227994551,Female,45,Yes,No,Unemployed,Suburban,High School or Below,1671343200
33,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,8cf88496-d3ad-4936-9287-cb6976fe95ed,no_churn,0.29081884,0,no_churn,-0.127533099492221,0.041807575809662,0.0140857348465988,-0.0539498823253643,-0.0454916710825955,0.0681406093579607,0.0157175601763083,0.0381970238881876,Male,53,No,Yes,Employed,Rural,High School or Below,1671343200
36,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,0849ad3e-b970-4825-b48d-c4d986498361,no_churn,0.2245196,0,no_churn,-0.0699678470952494,-0.0029585913258415,0.011942927532491,-0.0252593686474028,-0.0411366771757093,-0.20747426398726,0.0380053276362923,0.0278223379773226,Male,63,No,Yes,Unemployed,Suburban,High School or Below,1671343200
43,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,964fde91-4980-4ebb-a652-7602e96e9d6f,no_churn,0.21449953,0,no_churn,-0.120586882024891,-0.0041569078031716,0.0136863721034569,-0.043543010882895,-0.0003088268093961,-0.122141937150227,-0.0256261997953515,0.0536512399246021,Male,49,No,Yes,Disabled,Urban,Master,1671343200
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ba5193de-42ef-47bd-8562-2bae7b856cef,churn,0.8642757,1,churn,0.0841595232692043,-0.0006141868570102,0.110813754498513,0.0476681639980347,0.137900277367762,0.133520743276113,0.086384533893547,0.12114104638141,Female,50,No,Yes,Employed,Suburban,Bachelor,1671343200
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,0ed95d97-4f8f-4fe3-ba67-b3c9f6d2fcbb,no_churn,0.52362597,0,no_churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Female,33,No,Yes,Unemployed,Suburban,College,1671343200
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,140dba10-2c26-43a8-9f49-417465b963af,no_churn,0.20911956,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,50,Yes,Yes,Medical Leave,Urban,Bachelor,1671343200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,63c042e2-c3ce-4635-a170-d831593f478c,churn,0.7285512,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,48,No,No,Employed,Suburban,Bachelor,1671343200
54,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,74d3059d-6ce8-47c9-bf93-8a133f71bca4,no_churn,0.08361096,0,no_churn,-0.0981147485954534,-0.0038991686110966,-0.0298244059151875,0.0185169873365612,-0.043318016992307,-0.0587317945777522,-0.0291575987809665,-0.0244974073427147,Female,40,No,Yes,Employed,Rural,High School or Below,1671343200
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,6b4216b9-598d-46ac-bbdf-6e3dd2981220,no_churn,0.0022947078,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,68,No,Yes,Unemployed,Suburban,High School or Below,1671343200
44,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,9478dc6a-de57-4fe5-a690-2372e70fe90d,no_churn,0.19348863,0,no_churn,-0.0673370725802544,-0.0396765985268302,-0.0088796123666975,-0.024780298155141,0.0237628664106989,-0.0717493404128106,0.0359823846372353,0.0436515192360229,Female,59,No,No,Employed,Rural,College,1671343200
17,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,af24ff5e-93c5-4293-83dd-afd571256ba4,no_churn,0.039016876,0,no_churn,0.033628519820304,-0.0067477832324038,-0.0109596723196136,-0.0276308149861506,-0.0093381315433543,-0.159324150029706,-0.0375158027691031,-0.0411383152090547,Male,52,No,No,Employed,Suburban,High School or Below,1671343200
54,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,67704354-b1f4-4b5a-bad8-219b1a361035,no_churn,0.08361096,0,no_churn,-0.0981147485954534,-0.0038991686110966,-0.0298244059151875,0.0185169873365612,-0.043318016992307,-0.0587317945777522,-0.0291575987809665,-0.0244974073427147,Female,70,Yes,No,Unemployed,Urban,High School or Below,1671343200
63,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,f385021a-f3b0-4916-8062-09c8efa2cc76,no_churn,0.020364942,0,no_churn,-0.0498171895242194,-0.0029221788747236,-0.0077575272172725,-0.0182110255277984,0.0027083177785425,-0.133579941683911,-0.0280193939584387,-0.0314272131680081,Male,33,No,No,Retired,Rural,High School or Below,1671343200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5171eb49-3dc9-48c1-aca0-fff0a6dca208,no_churn,0.11156407,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,53,No,Yes,Employed,Suburban,High School or Below,1671343200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,01a4abf1-9c5b-4fca-a76d-d7560e05fd8c,no_churn,0.50274116,0,no_churn,-0.0442273047195976,-0.0020008695254,-0.0534776920915283,0.0499985741033924,0.0380153906167834,0.0447249848944011,0.0410927310829538,0.0146575641224262,Female,42,No,No,Employed,Suburban,Bachelor,1671343200
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,009d6020-b2af-4ee5-b50b-b12419b33db6,churn,0.8642757,1,churn,0.0841595232692043,-0.0006141868570102,0.110813754498513,0.0476681639980347,0.137900277367762,0.133520743276113,0.086384533893547,0.12114104638141,Male,25,Yes,Yes,Employed,Suburban,Bachelor,1671343200
21,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,40ffa250-dfea-4639-b61e-eb648d8146c9,no_churn,0.01973509,0,no_churn,0.0105521845548992,-0.0026522912910149,-0.0159985288653388,-0.0036343592306184,-0.0008286514609881,-0.228626342232692,-0.0144078430476838,-0.0134303201006241,Female,32,Yes,No,Employed,Suburban,High School or Below,1671343200
56,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,014ecb6e-6820-4f12-b21c-2db6a8caac58,no_churn,0.48766553,0,no_churn,-0.0217183854317136,-0.0011030159535584,0.046109588995032,0.11032744433207,0.0801012762698519,0.0555358262427762,0.114172812245961,0.0475483104666545,Male,36,Yes,Yes,Employed,Suburban,Bachelor,1671343200
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a378f2a1-323c-437a-97c8-a84d5ece7e28,no_churn,0.25640753,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,31,No,No,Medical Leave,Suburban,Bachelor,1671343200
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4aa4b23a-60ef-4ba4-94c0-6414134dce22,no_churn,0.20911956,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,55,No,No,Unemployed,Suburban,Bachelor,1671343200
18,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,f128e5c7-d76f-4c98-a994-ed42432f839d,no_churn,0.062461533,0,no_churn,-0.0442372723152675,-0.0062038938474142,-0.0349290395292337,-0.0182056647268836,-0.0002607025767338,-0.0830251998611402,-0.0405118159476114,-0.0416525644950616,Male,53,Yes,Yes,Employed,Suburban,Bachelor,1671343200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,525327ab-b570-4e9c-9e16-5d16a6bb9ace,churn,0.5714378,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,43,Yes,No,Unemployed,Rural,Bachelor,1671343200
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,32180944-7ba1-4d85-9a24-af05c1639ed8,no_churn,0.15955782,0,no_churn,0.0894523444372589,0.0047790094127412,0.124798851141441,0.0107535561546683,0.0822380537004573,0.137950696047528,-0.0098370010938379,-0.006352134177614,Male,66,No,No,Employed,Suburban,Bachelor,1671343200
21,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,86c305ad-8538-4e04-a82f-51f713f05168,no_churn,0.01973509,0,no_churn,0.0105521845548992,-0.0026522912910149,-0.0159985288653388,-0.0036343592306184,-0.0008286514609881,-0.228626342232692,-0.0144078430476838,-0.0134303201006241,Female,36,No,No,Employed,Rural,Bachelor,1671343200
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,88527c04-1035-4545-b43b-f935fcd5b7ee,no_churn,0.15955782,0,no_churn,0.0894523444372589,0.0047790094127412,0.124798851141441,0.0107535561546683,0.0822380537004573,0.137950696047528,-0.0098370010938379,-0.006352134177614,Male,37,No,No,Unemployed,Suburban,College,1671343200
56,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,7cf49376-ea22-4f66-83bf-4eefc4bc6495,no_churn,0.23845613,0,no_churn,0.119123442370092,-0.0005485413189308,0.100458844103377,0.0856967547007479,0.125843925013241,-0.0537131841759855,0.070076840149486,0.0458453057215228,Female,75,Yes,Yes,Unemployed,Rural,College,1671343200
12,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,01baadb7-0c62-4352-a333-58f0a9fe92ac,no_churn,0.40072763,0,no_churn,-0.0755903377469212,-0.0019417656893983,-0.0585872895462807,-0.0374161571800596,0.0014029347869836,0.0804067538533581,0.0292893758559148,0.0554103335760373,Female,39,Yes,No,Employed,Suburban,College,1671343200
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e52c2fef-441e-4be1-aa5b-9f9e11f2b14b,no_churn,0.52362597,0,no_churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Female,52,No,Yes,Unemployed,Rural,Master,1671343200
53,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,78a2cc8b-5dc1-4193-b5ab-8db9703fa7cd,no_churn,0.13420524,0,no_churn,-0.0616768030624655,0.0986191134890168,0.0296519476162666,0.0171249773347847,-0.0067459781807508,0.077754115582004,0.162971156591633,0.0732753282024327,Female,24,No,Yes,Unemployed,Urban,High School or Below,1671343200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,7aea59d8-dfa4-49c1-aae5-d2e7a2878c4c,churn,0.62222433,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,54,No,Yes,Unemployed,Suburban,College,1671343200
15,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,0d824c10-76b3-45be-9c6e-4d86dd580a1a,churn,0.8011676,1,churn,-0.0355909249977776,-0.0057465726938244,-0.115054959877134,-0.0746620331101621,-0.0056707441695471,0.0740108910577873,-0.0893891496800824,0.0130773391697857,Male,56,Yes,No,Medical Leave,Suburban,Master,1671343200
69,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,0d1ee3cd-5c1c-4827-985c-5a02b9f59f8a,no_churn,0.013482411,0,no_churn,-0.0504522466582238,-0.002598098327453,-0.0076227705510791,0.000875838948059,-0.0044597160255216,-0.164413564150827,-0.0183441736214717,-0.0220114191294396,Female,60,Yes,Yes,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,9d544061-14d7-4e9f-93eb-07370445c305,churn,0.51025766,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,39,No,Yes,Unemployed,Suburban,Bachelor,1671343200
2,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,2cb2d3a6-1c71-4a60-8fa9-9952190b1efd,no_churn,0.5375293,0,no_churn,0.11034890797293,-0.0063717066552271,-0.0842630184014888,-0.0081245636659696,0.0605442531873086,0.11130174088923,0.0109342262017344,0.0966595637841055,Female,27,No,Yes,Employed,Suburban,High School or Below,1671343200
22,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,a8967143-c45e-4341-921e-bd8f05db74bb,no_churn,0.0292304829999999,0,no_churn,0.0302504318606588,-0.0056578815432021,-0.0073161485658692,0.0237322229980691,0.0798607693775557,-0.191612998266864,0.0795751471405856,0.0621423059748667,Female,79,No,Yes,Unemployed,Suburban,College,1671343200
70,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,f7340bd3-c059-4d99-96b3-14e7b6913e75,no_churn,0.0066985306,0,no_churn,-0.0668312413055264,-0.0035685343446493,-0.0188860915927853,-0.015845690412716,0.0013109211377377,-0.12253759068014,-0.0178053975440252,-0.0248625288927542,Female,41,No,Yes,Unemployed,Suburban,Bachelor,1671343200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,806ebe61-bf94-4bc8-bb33-e14526b25f49,churn,0.51025766,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,49,No,No,Employed,Rural,Bachelor,1671343200
27,Yes,No,Low Speed,In_Store_Support,One year,<80hrs,Active,1a3b39a6-5eb3-42f2-b679-ad62c5c0f85b,no_churn,0.10453788,0,no_churn,-0.0882469512712668,-0.009781688298226,-0.0166865205402518,-0.0268157853985303,-0.0722243794597307,-0.0974356982846711,0.0134598763810936,0.0387049954164012,Female,75,Yes,Yes,Unemployed,Suburban,High School or Below,1671343200
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a0deec6a-bbd1-4ac9-8d4d-ef16ad3cc666,no_churn,0.06669358,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Female,79,No,Yes,Employed,Suburban,College,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,82360cba-4f10-4387-b32d-a1fe28f14963,no_churn,0.3472617,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,54,No,No,Employed,Urban,College,1671343200
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d41c08fe-96bd-4b33-9159-e28431677136,no_churn,0.58713025,1,churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Male,25,Yes,No,Employed,Suburban,Doctor,1671343200
27,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,d8faf2be-4ffc-41d5-a53c-a9678b23bc0e,no_churn,0.036225714,0,no_churn,-0.0654168684296018,-0.005162049967912,-0.0250887612115639,-0.0285373245859773,-0.0299586705840465,-0.0710016576707676,-0.0208039425252536,-0.023056877537756,Male,25,Yes,Yes,Employed,Suburban,College,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,7e049ce4-0518-4705-acf4-10bf87d15316,churn,0.7228079,1,churn,0.323946269418902,-0.0090297206993273,-0.0214363382479177,-0.022361634283261,-0.0677982444373674,0.149797798942845,0.16278930701772,0.0494085188016538,Female,46,No,Yes,Unemployed,Suburban,Bachelor,1671343200
46,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,4574d52a-0f35-4618-b041-1a170275f5c1,no_churn,0.048102807,0,no_churn,-0.0829627822802012,-0.0022794401659484,0.0264493005247823,0.0495511634054219,0.0375765780907022,-0.197671626134561,0.0323614462391196,0.057949208969876,Male,39,No,No,Unemployed,Rural,High School or Below,1671343200
35,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,0a5a530a-8af5-4261-94a2-23129825fe26,no_churn,0.24399856,0,no_churn,-0.129636869642536,-0.0027844418523454,0.0870976932088524,-0.0321056876545571,0.0517394164050347,0.0833895556620518,0.125037050298888,0.0642490460147837,Male,20,Yes,Yes,Unemployed,Suburban,High School or Below,1671343200
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,91cd60f6-2923-4301-b986-5f9a3c495215,no_churn,0.4640246,0,no_churn,-0.0922488366625657,-0.0064945136584719,-0.0684313454781022,-0.0668482873506582,0.0567952116328888,0.0761898059002487,0.0013813364452653,0.0789201644113018,Female,62,Yes,No,Unemployed,Rural,Master,1671343200
10,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,6c671204-132a-4843-a559-4eb744fdd1c7,no_churn,0.45958024,0,no_churn,-1.599362944944e-05,0.0205346425272773,-0.0601073007721379,-0.100364778920916,-0.0193869755607329,0.0787561494780084,-0.0357754612942562,0.0556668959007902,Female,45,No,No,Employed,Suburban,High School or Below,1671343200
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dccee392-9990-428a-814d-a30d37870628,churn,0.20871231,1,churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,75,No,Yes,Employed,Suburban,Bachelor,1671343200
27,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,5f3576da-a4fa-490a-82dc-3f99da3d69b0,no_churn,0.036225714,0,no_churn,-0.0654168684296018,-0.005162049967912,-0.0250887612115639,-0.0285373245859773,-0.0299586705840465,-0.0710016576707676,-0.0208039425252536,-0.023056877537756,Male,32,No,No,Employed,Rural,High School or Below,1671343200
52,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,865686b5-aa33-4fb8-bfae-c2cc8a32761d,churn,0.61358166,1,churn,-0.0236990587788204,-0.0010125226941636,-0.0044763729322039,0.0108256404172243,0.141649954740587,0.11114557468889,0.0631815298113542,0.0433591087405147,Male,41,No,Yes,Unemployed,Rural,Master,1671343200
7,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a759f897-7235-432c-8486-96deffc8c20a,no_churn,0.12181752,0,no_churn,0.0550461271225049,-0.0142579192465518,0.0239484654395664,-0.0295972441668618,-0.0030848407024268,0.0622429262636615,-0.0448031760813682,-0.0374411227994551,Female,50,No,No,Unemployed,Suburban,Bachelor,1671343200
16,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e171e441-b852-4e76-8249-bad3f8e6252a,churn,0.14233692,1,churn,0.103155172808838,-0.0048148354626755,-0.0267934860802961,0.0253934072238007,-0.0628383842554467,0.0960901231202478,-0.0127813485440037,-0.023743789190039,Female,47,No,No,Employed,Urban,High School or Below,1671343200
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6bd06098-20fb-451c-8cbb-98342cbcefcb,churn,0.6056439,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,51,No,Yes,Employed,Suburban,High School or Below,1671343200
66,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,3ed8ee2e-5077-425c-b356-4595d954ff66,no_churn,0.03188191,0,no_churn,-0.0386023552249571,-0.0064577497095342,-0.0007717877193863,-0.0385684091153598,-0.03067803732426,-0.0870338720043582,-0.020731886628273,-0.026182055246827,Female,38,No,No,Employed,Suburban,College,1671343200
43,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,a4b91a9b-14e5-4f03-a72a-1098d4d4d0dd,no_churn,0.39959827,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,62,No,No,Employed,Urban,College,1671343200
12,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,59507ac4-4180-4a26-83bd-d8d3dc9cf4c4,no_churn,0.041577403,0,no_churn,0.0295377805559019,-0.0043566308785739,0.0201903997131648,-0.0017919062517921,0.0038932456318434,-0.180005763590061,-0.0330571802100894,-0.0584360972815557,Male,55,Yes,Yes,Medical Leave,Suburban,Bachelor,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a51e731f-d0c5-4950-9b7e-e3b9fe160912,churn,0.67943966,1,churn,0.226872591148776,-0.0010851425707915,0.0616689182191657,0.0053776755445596,0.0929604769834077,0.130607475908382,0.0894662901022093,0.090105570475207,Male,80,No,No,Employed,Suburban,High School or Below,1671343200
2,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,cede97a9-f7ef-40d5-a762-bd44ad3ee8a9,no_churn,0.5375293,0,no_churn,0.11034890797293,-0.0063717066552271,-0.0842630184014888,-0.0081245636659696,0.0605442531873086,0.11130174088923,0.0109342262017344,0.0966595637841055,Female,26,No,Yes,Employed,Suburban,Bachelor,1671343200
7,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,e656dbfb-b8ab-4575-b049-f25ae8a5f26d,no_churn,0.11822976,0,no_churn,0.0836203383764223,0.0368643591545787,0.0274915987204622,0.0405264165490916,0.018240461811074,-0.13492026534469,-0.0163682174913447,-0.0244808406544143,Male,67,No,Yes,Unemployed,Suburban,Bachelor,1671343200
37,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,48856487-334e-4c9f-9bb2-6d83f9d84180,no_churn,0.0242549629999999,0,no_churn,-0.0585392638395114,-0.0043593959655481,-0.0151207282346604,-0.0316519831644836,-0.0214348598900414,-0.0677391927788994,-0.0235673860922361,-0.0466133429665478,Female,60,No,No,Unemployed,Suburban,High School or Below,1671343200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d8ed53b5-38b7-46ad-9c44-565a2890f674,churn,0.46799362,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,54,Yes,Yes,Employed,Suburban,College,1671343200
54,No,No phone service,Medium Speed,In_Store_Support,One year,<50hrs,Active,cd7a79b2-7a1f-4029-8ea8-d1b6032f7ebc,no_churn,0.22777604,0,no_churn,-0.081181198298068,-0.0074161845920207,-0.0184409596580008,-0.0761903241763184,-0.0656992964582787,-0.0436454611578301,0.0162486515024738,0.0272986196687043,Female,21,Yes,Yes,Employed,Suburban,High School or Below,1671343200
45,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,057de335-4911-4850-9862-b70f481dfc25,no_churn,0.33274588,0,no_churn,-0.143193031743622,-0.0023341428603635,-0.0165694859012273,-0.0338347234515276,-0.0328407646433515,-0.0919722576682579,0.0245617367398699,0.0371565152560833,Male,27,Yes,Yes,Employed,Suburban,High School or Below,1671343200
35,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,9b058b8d-e54d-4398-b01d-e0a465cb83d3,no_churn,0.24399856,0,no_churn,-0.129636869642536,-0.0027844418523454,0.0870976932088524,-0.0321056876545571,0.0517394164050347,0.0833895556620518,0.125037050298888,0.0642490460147837,Female,74,No,Yes,Unemployed,Suburban,High School or Below,1671343200
7,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,67363aa6-6867-410b-a6e4-380836487a43,no_churn,0.11822976,0,no_churn,0.0836203383764223,0.0368643591545787,0.0274915987204622,0.0405264165490916,0.018240461811074,-0.13492026534469,-0.0163682174913447,-0.0244808406544143,Male,40,No,Yes,Employed,Rural,High School or Below,1671343200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,184977eb-cc61-4cf2-b3d0-a22b5e24109e,no_churn,0.0147864019999999,0,no_churn,-0.0102219192312622,-0.0028787381804431,0.0160933945073338,-0.126100869205848,-0.0456603094199454,-0.125583286451265,0.0368397292482313,0.0284858448478962,Male,47,Yes,Yes,Disabled,Rural,Doctor,1671343200
47,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,eca2a30f-1163-43ce-9899-1469601d356f,no_churn,0.0123097289999999,0,no_churn,-0.0246915737041854,-0.0049898180875061,-0.0122560313874419,-0.0351892286217116,0.0120736412130281,-0.130154756332086,-0.0258770771621493,-0.0479413089911759,Female,63,No,Yes,Unemployed,Suburban,Bachelor,1671343200
30,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f438597f-61c5-448f-ade9-ce70cff9e371,churn,0.5755994,1,churn,-0.168997263379024,-0.0037590187198475,-0.0457916639610539,-0.0807896463812448,0.0326588870531304,0.044025316574116,-0.0351028350090928,0.0598967354879096,Male,49,No,Yes,Employed,Suburban,College,1671343200
11,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,41cd3c67-4769-480b-82cc-59fe2e4f740d,no_churn,0.0107166089999999,0,no_churn,-0.0116288320551029,-0.0046777177650801,-0.0171389031812213,-0.0353898416913034,-0.0379052419077197,-0.125079131745333,-0.0182411349893664,-0.0189653483053189,Female,69,Yes,Yes,Employed,Suburban,High School or Below,1671343200
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9ce2a56d-3b68-4954-a393-6138175e3f22,no_churn,0.7683881,0,no_churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,37,Yes,Yes,Employed,Urban,College,1671343200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,597fdedb-cf33-46b2-9b40-9673a9f3ddaa,churn,0.8660008,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,25,Yes,No,Unemployed,Suburban,College,1671343200
13,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f69177c1-b348-400d-9e0d-f49aa5f2e10f,no_churn,0.23554756,0,no_churn,0.0914371861017207,-0.0109777542202391,0.0731035850218722,0.00470824193726,0.0038978843997301,0.0888896434700018,-0.017489087930171,-0.0179212421758347,Female,55,No,No,Unemployed,Suburban,College,1671343200
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,40a969cb-9f30-4f01-b454-8ea1b14b634f,no_churn,0.38693023,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,33,No,No,Employed,Suburban,High School or Below,1671343200
23,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,16b16bc8-5fb8-4a0e-b171-552cf94ce277,no_churn,0.28835842,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Male,49,No,No,Medical Leave,Suburban,High School or Below,1671343200
3,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6e76000f-dc2b-4bf7-8819-3f704701e7bc,churn,0.49527773,1,churn,0.0652638712447605,-0.010272341548989,-0.0311406363544847,-0.110484808374913,-0.147546755569592,0.0556692198620203,-0.0475429992749559,-0.0389716998481344,Male,54,Yes,Yes,Employed,Rural,High School or Below,1671343200
64,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,f8f59402-b734-42f1-aa51-e4fd2a7d7975,no_churn,0.0158538999999999,0,no_churn,-0.0985936047120594,-0.0043458759085478,-0.0149073736785612,-0.0140087007958118,-0.0404644212726816,-0.122728690208451,0.0090071322172252,0.0170153811472073,Female,27,No,No,Employed,Urban,College,1671343200
9,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,e4a0e8a1-3baf-4515-b3a4-f625ea2c838e,no_churn,0.03236928,0,no_churn,0.0067474718254015,-0.0085445686564526,-0.0184035964194845,-0.0002572890932606,-0.0213691635494251,-0.142364265708293,-0.0255067666471404,-0.0426613060992622,Male,80,No,Yes,Employed,Suburban,Bachelor,1671343200
70,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,dfed67bc-5505-474b-9c80-67f1c7d7d71a,no_churn,0.0066985306,0,no_churn,-0.0668312413055264,-0.0035685343446493,-0.0188860915927853,-0.015845690412716,0.0013109211377377,-0.12253759068014,-0.0178053975440252,-0.0248625288927542,Female,76,Yes,Yes,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,849753bd-3cde-4803-85f6-2b80ee5b3355,churn,0.62222433,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,62,Yes,No,Employed,Suburban,Bachelor,1671343200
66,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,ed9a5bb4-4764-46db-bd72-18e62b080479,churn,0.5121387,0,no_churn,-0.0199154063315563,-0.0008956534350363,0.0267653712491483,0.0398119347962529,0.119141398159081,0.0878061586851617,0.0631373920559417,0.0663528151956234,Female,41,No,Yes,Unemployed,Suburban,College,1671343200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,ddd69dcc-bfb5-41f6-a4aa-9111eb9a11e6,no_churn,0.0147864019999999,0,no_churn,-0.0102219192312622,-0.0028787381804431,0.0160933945073338,-0.126100869205848,-0.0456603094199454,-0.125583286451265,0.0368397292482313,0.0284858448478962,Female,23,No,Yes,Employed,Urban,College,1671343200
56,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,5ff6a3d0-45a5-465d-adca-1be6fb0a9139,no_churn,0.23845613,0,no_churn,0.119123442370092,-0.0005485413189308,0.100458844103377,0.0856967547007479,0.125843925013241,-0.0537131841759855,0.070076840149486,0.0458453057215228,Male,44,Yes,Yes,Retired,Urban,Master,1671343200
70,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,19f7f9b8-7d41-4e63-b0ac-b68edd086f9e,no_churn,0.16504169,0,no_churn,-0.0532989541805545,-0.0025256001434172,0.0248357694510923,-0.0479263148390327,0.0092337748098907,-0.037673648005275,-0.0004133370412773,0.0587421593723911,Male,37,No,No,Unemployed,Suburban,High School or Below,1671343200
61,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,bfd89b09-268d-4e41-aa48-d4c59e19b0fc,no_churn,0.01978097,0,no_churn,-0.0984977590128073,-0.0023388241780776,-0.0289931236731717,-0.04007289297846,0.0366176641427227,-0.161633469520475,0.0323636680799245,0.0435285853366804,Male,78,No,No,Disabled,Rural,Bachelor,1671343200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,4cf1a6d5-28b1-466e-a01c-c9b2d1f81350,no_churn,0.00530445,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Male,65,Yes,Yes,Unemployed,Rural,College,1671343200
3,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8108d81e-7916-4c66-96f9-76d820d96fd0,churn,0.49527773,1,churn,0.0652638712447605,-0.010272341548989,-0.0311406363544847,-0.110484808374913,-0.147546755569592,0.0556692198620203,-0.0475429992749559,-0.0389716998481344,Female,28,No,Yes,Medical Leave,Suburban,High School or Below,1671343200
7,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,b615d113-4f86-4b98-b817-ec0e7d8756a1,no_churn,0.010880583,0,no_churn,0.0580193196000073,-0.0039973358569386,0.005184872062,-0.0118516893542891,0.0353442626405194,-0.22058777298621,-0.0270545380861676,-0.0388451742393863,Male,41,Yes,No,Medical Leave,Suburban,Master,1671343200
66,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,b4e700c3-1621-4c21-a030-3c363a4dc141,no_churn,0.03188191,0,no_churn,-0.0386023552249571,-0.0064577497095342,-0.0007717877193863,-0.0385684091153598,-0.03067803732426,-0.0870338720043582,-0.020731886628273,-0.026182055246827,Female,38,No,No,Employed,Suburban,High School or Below,1671343200
46,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,07d26874-4553-4b49-b43a-df6b4d631705,no_churn,0.090891615,0,no_churn,-0.0916486114292092,-0.0015284620747479,-0.023897440983701,-0.0368831636749382,-0.0059769153648085,-0.127767838600448,0.0149969160626278,0.0336793625928748,Male,28,No,Yes,Employed,Suburban,Bachelor,1671343200
42,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,66f98dc5-e8b4-442e-868d-0284917657d1,churn,0.5179073,1,churn,0.108097735392521,-0.0035882127259174,0.0760476372334324,0.111977974706915,0.0568844440184511,0.158047411588177,0.155539680192678,0.0604671881899412,Male,62,No,No,Employed,Suburban,Master,1671343200
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,109555c7-336f-4884-b0ae-46c472ae5be8,no_churn,0.15955782,0,no_churn,0.0894523444372589,0.0047790094127412,0.124798851141441,0.0107535561546683,0.0822380537004573,0.137950696047528,-0.0098370010938379,-0.006352134177614,Male,31,Yes,Yes,Employed,Urban,Bachelor,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e01f28c5-bfc7-4509-8f23-977c3e03587c,churn,0.33046174,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,62,No,No,Employed,Rural,Bachelor,1671343200
14,Yes,No,Fiber optic,In_Store_Support,One year,<80hrs,Active,3b79b7a7-ecd7-4ad1-af8d-fceb85c76c2d,churn,0.48159468,1,churn,0.017970775986123,-0.0050028543893859,0.0139377247109769,0.139711998422595,0.0074789813656116,-0.0259488571138899,0.0528872834387766,0.0889387979524235,Male,35,No,No,Retired,Suburban,Bachelor,1671343200
72,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,25b2ab7d-8152-4b71-a0bd-e2c60588902b,no_churn,0.0033742625,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Female,53,No,Yes,Unemployed,Suburban,High School or Below,1671343200
35,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,dabb61aa-2ae1-402f-8f51-a1be724e7ab8,churn,0.3065799,0,no_churn,-0.02303898951488,-0.0013697592693461,-0.0383860022536191,0.0388386691835057,-0.0264963623895892,0.0152185056799226,0.0557580640008382,0.0704497270361753,Male,78,No,No,Medical Leave,Suburban,Master,1671343200
70,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,fa963252-c31f-49da-b54c-e97acabf4d73,no_churn,0.06999478,0,no_churn,-0.140685943717981,0.0203175440182622,0.0026211712140229,-0.0091042547307279,-0.011920387621194,-0.0725019919838541,-0.0233738635586269,-0.024378424810402,Male,74,No,Yes,Unemployed,Suburban,College,1671343200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd8e02b8-59bc-49a1-94ac-32b6ca00d1eb,churn,0.7596219,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,66,Yes,Yes,Unemployed,Rural,High School or Below,1671343200
54,No,No phone service,Medium Speed,In_Store_Support,One year,<50hrs,Active,829c1350-5349-4184-a7a7-e6ea185839ab,no_churn,0.22777604,0,no_churn,-0.081181198298068,-0.0074161845920207,-0.0184409596580008,-0.0761903241763184,-0.0656992964582787,-0.0436454611578301,0.0162486515024738,0.0272986196687043,Female,36,No,Yes,Employed,Suburban,College,1671343200
18,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2e6c1ba5-cb7c-4ce1-bf00-b258af8bbb1f,no_churn,0.14616829,0,no_churn,-0.020945282536868,0.0697312598336611,0.0248026183250658,-0.0207879253399914,0.0162800450986651,0.0690203961471706,-0.0365958508678522,-0.0537933154072379,Female,35,No,Yes,Retired,Suburban,College,1671343200
66,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,abfb5518-eed2-4175-beeb-16569dd761f0,churn,0.46403676,1,churn,-0.163193682575702,-0.0021995912803322,-0.0147161549774045,-0.0484306332359483,0.0409033486944827,0.0506742645491795,-0.0470648307003466,0.0650011248259397,Male,27,No,No,Unemployed,Suburban,Bachelor,1671343200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,0169ce08-35bb-4662-b1e9-8c5c4efdfae0,no_churn,0.013260665,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Female,80,No,No,Employed,Suburban,College,1671343200
71,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,fcb9b6a0-ad6f-4383-9a6c-f09c013e21b7,no_churn,0.0021488797,0,no_churn,-0.115654693967717,-0.002449679763431,-0.016616533902561,-0.0751847799179449,0.0297609843370446,-0.165716127932519,0.0362032178316076,0.0506314613452559,Male,32,No,No,Unemployed,Suburban,High School or Below,1671343200
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,12e5739c-9455-4b68-9033-1174cd465c76,no_churn,0.48614484,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Male,35,Yes,No,Unemployed,Rural,Master,1671343200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,d602fe72-45e8-434d-a196-67ce8b1fa2c2,no_churn,0.0147864019999999,0,no_churn,-0.0102219192312622,-0.0028787381804431,0.0160933945073338,-0.126100869205848,-0.0456603094199454,-0.125583286451265,0.0368397292482313,0.0284858448478962,Female,78,Yes,Yes,Unemployed,Suburban,College,1671343200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,085cc5d2-3733-48e5-99a2-895a2a95f1f4,churn,0.6621589,1,churn,0.171400064066627,-0.0032147385869757,-0.0581448130929402,0.0734413496483284,0.0483092190261322,0.133828785326159,0.0106988746132446,0.0504134181508743,Male,39,No,Yes,Employed,Rural,College,1671343200
58,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,dbf6547d-a3b0-4013-a660-01611f593191,no_churn,0.0115245419999999,0,no_churn,-0.0490711237454888,-0.0037533832783992,0.0110059088357593,-0.0064448266518229,0.0207068102628727,-0.167948772302188,-0.0348461329441488,-0.0386746317874349,Male,71,No,Yes,Employed,Suburban,Bachelor,1671343200
9,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,2eeb79f1-f979-4c22-9f61-521f8d70619d,no_churn,0.04602696,0,no_churn,-0.0118238935635781,0.044709591382134,0.0126961074739392,-0.0553728859089733,0.0053471509562132,-0.198568709691244,-0.0237713721586305,-0.022242139364157,Male,80,Yes,Yes,Unemployed,Suburban,Bachelor,1671343200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1de41388-b22e-4e95-ae13-c54d40b2eaa8,churn,0.3028512,1,churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Female,68,Yes,No,Unemployed,Urban,Bachelor,1671343200
27,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,514360c4-8d7a-4d23-9bdd-d128732bd0e1,no_churn,0.036225714,0,no_churn,-0.0654168684296018,-0.005162049967912,-0.0250887612115639,-0.0285373245859773,-0.0299586705840465,-0.0710016576707676,-0.0208039425252536,-0.023056877537756,Female,31,No,Yes,Unemployed,Suburban,High School or Below,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,52e2fa15-679a-44b1-a942-f1c1fb9fa563,no_churn,0.55275387,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,64,No,No,Unemployed,Rural,College,1671343200
12,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,dfc4b425-2f94-4a58-bffe-edabaac9b083,no_churn,0.40072763,0,no_churn,-0.0755903377469212,-0.0019417656893983,-0.0585872895462807,-0.0374161571800596,0.0014029347869836,0.0804067538533581,0.0292893758559148,0.0554103335760373,Female,64,Yes,Yes,Employed,Suburban,College,1671343200
45,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9bbf0c31-ce6b-4487-b70f-e09f4434635c,no_churn,0.3132817,0,no_churn,-0.211793534805574,-0.0028503115139392,-0.0027379261561236,-0.161126272234678,0.0463485981820485,-0.0024761532688535,0.0609731031528917,0.0446363419016415,Male,42,No,No,Unemployed,Urban,Bachelor,1671343200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d5a233c4-68f9-46bc-92a2-2f44d52ffae4,no_churn,0.49170712,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,77,No,Yes,Employed,Suburban,High School or Below,1671343200
45,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8976d031-bb7d-4e37-b08f-fe8b95f68c2e,no_churn,0.3132817,0,no_churn,-0.211793534805574,-0.0028503115139392,-0.0027379261561236,-0.161126272234678,0.0463485981820485,-0.0024761532688535,0.0609731031528917,0.0446363419016415,Female,79,No,Yes,Unemployed,Suburban,College,1671343200
49,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,c6b01011-cc87-45cc-b596-c646008b0a46,no_churn,0.26869538,0,no_churn,-0.0637590099065709,-0.0156199902859589,0.0065639577215188,-0.0928329742973619,-0.0396174345144936,-0.103725733142546,0.0128598124627569,0.0471052176087869,Female,49,No,No,Disabled,Rural,Bachelor,1671343200
35,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,a123fabe-cca0-4f5e-8a63-78b5d3b8f13e,no_churn,0.31617674,0,no_churn,-0.0837786008784814,0.0610886333723692,0.0269188290791134,0.0384191238461744,-0.0033196089445664,0.0940015496677142,0.0728093571314184,0.064834570475914,Female,28,No,Yes,Medical Leave,Urban,College,1671343200
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bb8bd1c3-01b3-4432-9c66-5dd538646ef0,no_churn,0.25640753,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,48,No,Yes,Unemployed,Suburban,Bachelor,1671343200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,153b5255-b852-4960-860a-3ce1629f3bb4,churn,0.62222433,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,30,No,Yes,Employed,Suburban,College,1671343200
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,705791bc-2c20-484c-aff1-ba549fd99676,no_churn,0.7683881,0,no_churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,52,Yes,No,Unemployed,Suburban,Master,1671343200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,c1d4825f-d825-4c7a-bedf-18793b430044,no_churn,0.012395332,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,59,No,Yes,Employed,Suburban,Bachelor,1671343200
67,Yes,Yes,Low Speed,Web_Chat_Support,One year,100hrs+,Active,b4c20298-7596-4961-8d98-801e55d889e1,no_churn,0.24171403,0,no_churn,0.0469146158933563,0.0005535817128657,0.095683722513113,0.0756547756224972,0.0764598982899951,-0.019975164971438,0.115483483609241,0.110198946304481,Female,47,No,Yes,Employed,Urban,High School or Below,1671343200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d2c6bfc4-561a-4887-9c42-4c307a0e1bfa,no_churn,0.50274116,0,no_churn,-0.0442273047195976,-0.0020008695254,-0.0534776920915283,0.0499985741033924,0.0380153906167834,0.0447249848944011,0.0410927310829538,0.0146575641224262,Female,60,No,No,Medical Leave,Rural,Bachelor,1671343200
18,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4a65235e-466c-4474-a41c-1d39908c6ad7,no_churn,0.04622411,0,no_churn,-0.0742939740836118,-0.0098718039399682,-0.0602655172941922,-0.0208434494284301,-0.0254808305112783,0.0453864369789516,-0.0527706940481039,-0.0708863188104805,Female,38,No,Yes,Employed,Suburban,High School or Below,1671343200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,d60e6fab-859d-4ee4-98fd-788961bbaef4,no_churn,0.0147864019999999,0,no_churn,-0.0102219192312622,-0.0028787381804431,0.0160933945073338,-0.126100869205848,-0.0456603094199454,-0.125583286451265,0.0368397292482313,0.0284858448478962,Male,76,Yes,No,Employed,Suburban,Bachelor,1671343200
7,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,bf757faf-641e-4419-bb17-4ef1815ffb2c,no_churn,0.010880583,0,no_churn,0.0580193196000073,-0.0039973358569386,0.005184872062,-0.0118516893542891,0.0353442626405194,-0.22058777298621,-0.0270545380861676,-0.0388451742393863,Female,58,No,Yes,Employed,Suburban,Bachelor,1671343200
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2d5bec86-72fb-4904-905b-759d54139878,churn,0.45750487,1,churn,0.0626876453486238,-0.001059270129931,0.104769205206412,0.189686188888882,0.129825686464219,0.121890357492589,0.0131656942656309,0.024567805612869,Female,31,Yes,No,Employed,Rural,High School or Below,1671343200
17,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3d1d0f51-9237-4830-80cd-21a5649bc2db,no_churn,0.5328361,1,churn,0.0482901456106992,-0.0052360371523172,-0.0601704085909659,0.100463125663082,0.116034445735531,0.102666652970765,0.0881335578642938,0.0902368102327091,Male,28,No,Yes,Employed,Suburban,Bachelor,1671343200
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,12e83cbc-bd92-4e68-857a-7e388ce1f4dd,churn,0.6455251,1,churn,-0.0020313410544258,-0.0040296141927319,0.101556601430375,0.122463748955979,0.0813066932027868,0.0864527225969413,0.0334186262038929,0.0836935657720641,Male,77,No,Yes,Retired,Suburban,High School or Below,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,282d5816-9f1d-47e9-a87b-a350099c5b9e,churn,0.8488105,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,66,No,No,Employed,Suburban,Bachelor,1671343200
41,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,c92a1047-4adf-4756-bb7f-b72dd4625d11,no_churn,0.04968862,0,no_churn,-0.0373790522021317,-0.0045480605007833,-0.0183241608639309,-0.0462879254740073,-0.0177956044438451,-0.0705524169346972,-0.0207049425690911,-0.0534339905208889,Male,23,No,Yes,Employed,Suburban,High School or Below,1671343200
9,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,b83e0811-bac0-4b27-b639-9befe0126afa,no_churn,0.03236928,0,no_churn,0.0067474718254015,-0.0085445686564526,-0.0184035964194845,-0.0002572890932606,-0.0213691635494251,-0.142364265708293,-0.0255067666471404,-0.0426613060992622,Female,48,No,Yes,Retired,Suburban,High School or Below,1671343200
67,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,04fffa5c-6b9c-4e03-9586-2c08359abf40,no_churn,0.095949,0,no_churn,-0.129020356238493,-0.0081432147692294,0.0241706381342373,0.0115678167750047,0.0433385951025775,0.056005667212139,0.0405410257654557,0.0725136773403119,Male,74,No,Yes,Employed,Rural,College,1671343200
14,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,0734b391-5822-4d6e-9463-35752702cfb6,churn,0.52292454,1,churn,0.006569151423655,-0.0035715678458109,-0.072578951077653,0.0086311818911553,0.102851112708067,0.0972397656481007,-0.0035519109443339,0.0957898288610067,Male,29,No,Yes,Employed,Suburban,College,1671343200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1457c462-21f5-4b8b-85ee-974466792415,churn,0.8459666,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,55,No,Yes,Employed,Rural,Doctor,1671343200
52,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,72252235-4c45-4d45-8d99-04afbbab3d85,no_churn,0.044145823,0,no_churn,-0.0509983457645103,-0.0067952924664314,0.0138359348296216,-0.0042089642494829,0.0176582589686586,-0.177653452011045,-0.0281231018488688,-0.0327411898892023,Female,27,No,No,Employed,Suburban,Bachelor,1671343200
9,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,77a67da8-8246-4136-8531-3ff6e94bae21,no_churn,0.04602696,0,no_churn,-0.0118238935635781,0.044709591382134,0.0126961074739392,-0.0553728859089733,0.0053471509562132,-0.198568709691244,-0.0237713721586305,-0.022242139364157,Male,77,Yes,Yes,Employed,Suburban,College,1671343200
67,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,56126d75-f232-4fbe-b4a6-3fb2fd8892fb,no_churn,0.15317799,0,no_churn,-0.0773805654727129,-0.0027451636106161,0.0218682083095882,0.0426959149778213,0.0012271786914698,-0.174105238098673,-0.0277933905616737,-0.0194597617254839,Male,31,No,No,Employed,Suburban,College,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,66cc876f-ccb6-4fc7-ad85-52efb24dcd4a,churn,0.5300618,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,66,No,No,Employed,Suburban,College,1671343200
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,22e78b64-588f-4193-898e-b6f489b8d856,no_churn,0.5982829,0,no_churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Female,77,No,Yes,Employed,Suburban,Bachelor,1671343200
7,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,89a85ca2-7724-40be-91bf-b7cc193076ce,no_churn,0.12181752,0,no_churn,0.0550461271225049,-0.0142579192465518,0.0239484654395664,-0.0295972441668618,-0.0030848407024268,0.0622429262636615,-0.0448031760813682,-0.0374411227994551,Female,57,No,No,Employed,Suburban,College,1671343200
68,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,dccf851b-c612-45a2-9009-ad64856adf56,no_churn,0.02652864,0,no_churn,-0.122755869320863,-0.0104195097487718,-0.0193656880987873,-0.0023100717903253,0.0193158653960927,-0.175540132711376,0.0273059219083734,0.0447433327988073,Female,29,No,No,Employed,Suburban,High School or Below,1671343200
25,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,82f2da49-784f-40f3-8702-f1d2c1071932,no_churn,0.08917529,0,no_churn,-0.04727107632365,-0.00313551644178,-0.0158256856321168,-0.0391008874672661,0.0111334025895848,-0.0739013433671607,-0.0359254893950128,-0.0649995560977186,Female,50,No,No,Medical Leave,Rural,Bachelor,1671343200
67,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,42a1f16a-0c24-4135-97b9-b196ff803cec,no_churn,0.095949,0,no_churn,-0.129020356238493,-0.0081432147692294,0.0241706381342373,0.0115678167750047,0.0433385951025775,0.056005667212139,0.0405410257654557,0.0725136773403119,Male,22,No,Yes,Employed,Rural,Bachelor,1671343200
69,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,b1f7b35e-e6cb-4db0-8b1c-3e500c27be74,no_churn,0.013482411,0,no_churn,-0.0504522466582238,-0.002598098327453,-0.0076227705510791,0.000875838948059,-0.0044597160255216,-0.164413564150827,-0.0183441736214717,-0.0220114191294396,Male,27,No,Yes,Employed,Suburban,College,1671343200
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,41905b5b-2a94-42d3-8acb-1a2db9ba2a47,no_churn,0.19277357,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,55,Yes,Yes,Unemployed,Suburban,College,1671343200
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fda17f6c-e781-4d1c-a9ca-80e8f2c98985,no_churn,0.19277357,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,64,No,No,Employed,Rural,Bachelor,1671343200
56,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,2ba03380-97ff-443d-8265-f05550c232dd,no_churn,0.016668346,0,no_churn,0.0063576585196642,-0.0007132176437517,-0.0561679403970083,-0.0171494676846305,0.0882095691616086,-0.103444126038366,0.040025204756057,0.058856169054361,Male,28,Yes,Yes,Employed,Suburban,Bachelor,1671343200
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0176a5be-dcfc-4176-abc3-bcd7faa71476,no_churn,0.34674543,0,no_churn,-0.0239936453254904,-0.0052059029932752,-0.0357976944763686,0.0012837785962801,0.0825425236527735,0.080541608974363,0.0368938102386346,0.0523760419206155,Male,55,Yes,Yes,Employed,Suburban,High School or Below,1671343200
67,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,8aef8941-706c-41f3-b447-43e12f14bf1d,no_churn,0.0076591919999999,0,no_churn,-0.057531713523831,-0.0035146058732789,0.0027985847080162,-0.0313205622006717,-0.0002206384838791,-0.120896963744722,-0.0249055088141904,-0.0334347444105333,Female,30,Yes,Yes,Employed,Suburban,Bachelor,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,09a6b60a-085b-4b0f-ac3d-5e31067ef0e6,churn,0.33677492,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,53,No,No,Employed,Suburban,High School or Below,1671343200
41,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,f9d33125-a913-4051-a817-05787230c2a0,churn,0.21517889,1,churn,-0.0685377645105654,-0.0060354038660807,0.0120246257001235,-0.0606545265481327,-0.0089463466306187,0.0894059534909683,0.0324676942870428,0.0685353328792007,Male,58,No,No,Employed,Urban,Bachelor,1671343200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,be8a3e43-b6cc-41bd-b131-725a73464a19,churn,0.5300618,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,39,No,No,Employed,Urban,College,1671343200
14,Yes,No,Fiber optic,In_Store_Support,One year,<80hrs,Active,369641b1-d58a-4a70-86ce-12c79fbbd3ad,churn,0.48159468,1,churn,0.017970775986123,-0.0050028543893859,0.0139377247109769,0.139711998422595,0.0074789813656116,-0.0259488571138899,0.0528872834387766,0.0889387979524235,Male,70,Yes,No,Employed,Suburban,Bachelor,1671343200
15,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,2d444cfa-f9d2-42ff-9288-c6e868738e36,no_churn,0.06490238,0,no_churn,-0.0342391749305716,-0.0057846246685221,-0.0481701377135141,-0.0367785307251233,-0.0286301380757686,-0.0658180402052948,-0.0201509587210421,-0.0294545457609547,Male,40,No,No,Medical Leave,Suburban,High School or Below,1671343200
35,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b38cf6e5-9e8a-4d32-9b1b-a634aea0aa49,churn,0.18255162,1,churn,-0.126870740562308,-0.0101845303821028,-0.0435427571779746,-0.0948360014757781,0.0201282810829161,0.0334629838925957,-0.0179145052071089,-0.0259355470348054,Male,27,No,No,Employed,Suburban,Bachelor,1671343200
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,04f547bb-8359-4208-aea4-f99f7c7cd3b2,no_churn,0.4640246,0,no_churn,-0.0922488366625657,-0.0064945136584719,-0.0684313454781022,-0.0668482873506582,0.0567952116328888,0.0761898059002487,0.0013813364452653,0.0789201644113018,Female,28,Yes,No,Employed,Suburban,High School or Below,1671343200
51,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,821c26e8-4ee6-4a07-b07d-df66b8e60c13,no_churn,0.24715306,0,no_churn,-0.124491409190114,-5.04122786151129e-05,0.0808851189803317,0.0225651851769725,0.0550735919775252,0.130924066550324,0.0691409942131758,0.0969267156870591,Male,55,No,No,Employed,Suburban,High School or Below,1671343200
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ed6d9e68-96d9-425c-a40e-cfd9b846ff17,churn,0.19496942,1,churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Male,57,Yes,Yes,Employed,Suburban,Bachelor,1671343200
58,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,9e787012-f2c8-46db-bf21-16497dd920e9,churn,0.26104215,1,churn,-0.0686112635835252,-0.0012761917783791,0.0306391446099587,0.0301402134737782,0.0347172208915617,-0.0978685767444039,-0.0495427912956984,0.0627760936981758,Female,69,No,No,Employed,Urban,College,1671343200
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6e1402ba-7d09-4f01-80ab-8290e08731c1,no_churn,0.25640753,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,34,Yes,No,Employed,Urban,High School or Below,1671343200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,e3178774-ecb4-4b35-9290-0b02fac1c578,no_churn,0.04938176,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Female,80,No,No,Disabled,Suburban,High School or Below,1671343200
59,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,4e887262-e2b2-4f39-ac54-63e29fb99510,no_churn,0.026989354,0,no_churn,-0.0833010893626715,-0.0504106472233797,-0.0138234288408784,-0.0032066926158813,0.0007557909762999,-0.0649552567981481,-0.0202131693251612,-0.0138716582621964,Male,51,Yes,Yes,Employed,Rural,High School or Below,1671343200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,396e6cfd-a393-48df-a93a-5e21d0b0d5f0,no_churn,0.50274116,0,no_churn,-0.0442273047195976,-0.0020008695254,-0.0534776920915283,0.0499985741033924,0.0380153906167834,0.0447249848944011,0.0410927310829538,0.0146575641224262,Female,79,Yes,Yes,Employed,Suburban,College,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b456a443-69f6-42e5-872e-257e92987526,churn,0.8216526,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,56,No,Yes,Employed,Rural,Bachelor,1671343200
42,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,41acffd1-27dc-4496-8c5c-3918d0a66cd0,churn,0.090656936,1,churn,-0.0260757442384056,-0.0062216753830944,-0.0190619476327174,-0.0658056556872452,-0.0220309173532405,-0.113178652548722,0.0094301460340557,0.0539182949982114,Male,46,No,No,Employed,Suburban,Bachelor,1671343200
3,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,878e69a9-f828-403f-b059-ee5eadc576cc,churn,0.49527773,1,churn,0.0652638712447605,-0.010272341548989,-0.0311406363544847,-0.110484808374913,-0.147546755569592,0.0556692198620203,-0.0475429992749559,-0.0389716998481344,Female,57,No,Yes,Disabled,Suburban,Bachelor,1671343200
40,No,No phone service,High Speed,Phone_Support,One year,100hrs+,Active,eb956545-488a-403a-8fab-274ec6e2e04b,churn,0.15124518,0,no_churn,-0.0571534480533682,0.0076135403109947,-0.0448665660674851,0.0051415557688051,0.0256047941479755,-0.1293096507273,0.0237808202219639,0.0151628032768712,Male,34,Yes,No,Unemployed,Suburban,College,1671343200
49,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,41b6d118-0838-47d8-b2c3-413107fedabe,no_churn,0.21089575,0,no_churn,-0.130761264995963,-0.0032302558806986,-0.0952194737437821,0.0424943872811491,-0.0536945571288197,-0.0509776830939517,0.0282606565784954,0.0441020374617801,Female,57,No,Yes,Employed,Urban,High School or Below,1671343200
72,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,c0b1160f-8af1-443d-9c80-c40338ba1a37,no_churn,0.052260716,0,no_churn,-0.167524788114013,-0.0018935501695295,0.0490506049311079,0.0299516019526686,0.0500857264863861,-0.107833290082535,0.092444248109773,0.076693301436735,Male,69,No,No,Unemployed,Rural,Bachelor,1671343200
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1d5730d7-43fe-48b9-a88c-6c4797b424ae,churn,0.35953864,1,churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,36,No,Yes,Employed,Urban,Bachelor,1671343200
52,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,f2331547-0300-4268-8f80-66650e0ebf78,no_churn,0.0150597719999999,0,no_churn,-0.0646913866023624,-0.0037655204500697,-0.0100485194136126,-0.0280153963347402,-0.0323136221575077,-0.097436715829117,-0.0141159363295628,-0.0186390550149553,Female,44,No,No,Unemployed,Suburban,High School or Below,1671343200
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9ff46084-7c71-4bfc-80a4-3b25c5c6e748,churn,0.528835,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,28,Yes,No,Unemployed,Suburban,Bachelor,1671343200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e6120e77-6e17-4f22-b031-f16af498f920,churn,0.7925617,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,69,No,Yes,Unemployed,Urban,High School or Below,1671343200
59,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,26f6bf3b-5312-4429-b09c-40e57a35fcc5,no_churn,0.026989354,0,no_churn,-0.0833010893626715,-0.0504106472233797,-0.0138234288408784,-0.0032066926158813,0.0007557909762999,-0.0649552567981481,-0.0202131693251612,-0.0138716582621964,Female,40,No,Yes,Employed,Suburban,Bachelor,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d902123-008d-4783-936b-9a5ff230407a,churn,0.67628396,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,43,Yes,No,Employed,Suburban,Master,1671343200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,38a12cca-6006-41f2-8046-c3f449aba9ff,no_churn,0.49170712,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,61,No,No,Employed,Urban,College,1671343200
35,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,e18067d3-421c-46bf-b3c8-6c83a6a1853a,churn,0.3065799,0,no_churn,-0.02303898951488,-0.0013697592693461,-0.0383860022536191,0.0388386691835057,-0.0264963623895892,0.0152185056799226,0.0557580640008382,0.0704497270361753,Female,61,No,Yes,Employed,Suburban,High School or Below,1671343200
51,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,dda7a1d0-5fbc-456b-a953-d652d15ce84b,no_churn,0.10255444,0,no_churn,-0.126509466926045,-0.0053877132559318,-0.0392918386779911,-0.0390012281012059,-0.0206364071841744,-0.0917285441194599,0.0204783772510018,0.0330506665858774,Female,49,No,Yes,Employed,Suburban,High School or Below,1671343200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,fabed715-3919-457c-b31e-93732b5b4fc7,no_churn,0.30501375,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,63,No,Yes,Employed,Suburban,Doctor,1671343200
41,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,b224dd16-c441-405f-a8be-4b46a5484973,no_churn,0.04968862,0,no_churn,-0.0373790522021317,-0.0045480605007833,-0.0183241608639309,-0.0462879254740073,-0.0177956044438451,-0.0705524169346972,-0.0207049425690911,-0.0534339905208889,Female,26,No,Yes,Unemployed,Suburban,College,1671343200
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3454e9c2-6bf8-4f82-8b1c-69429da98ec9,churn,0.528835,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,43,Yes,No,Retired,Suburban,College,1671343200
16,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2575f09e-c4ae-4718-8019-02ab027341cb,churn,0.14233692,1,churn,0.103155172808838,-0.0048148354626755,-0.0267934860802961,0.0253934072238007,-0.0628383842554467,0.0960901231202478,-0.0127813485440037,-0.023743789190039,Male,58,No,Yes,Employed,Suburban,Bachelor,1671343200
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f5711220-623b-4563-a947-f835d92579af,no_churn,0.38693023,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,63,Yes,Yes,Employed,Suburban,High School or Below,1671343200
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,f19b4d53-b73d-425e-9943-6559b1224b99,no_churn,0.25387678,0,no_churn,-0.0613497029135305,-0.0028622831594475,0.0144894763157026,-0.0403489135793643,0.0234919562243158,0.0960926493820079,0.0594050549153053,0.0102460926459843,Female,44,Yes,No,Unemployed,Urban,Bachelor,1671343200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,da339d0f-bd07-4a45-aeca-db229a341178,no_churn,0.34319645,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,43,No,Yes,Employed,Suburban,Master,1671343200
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,58ed3c01-4443-473e-8bc9-9af5bed9c5ea,no_churn,0.35423928,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,59,Yes,Yes,Unemployed,Urban,Bachelor,1671343200
71,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,2a524487-8f21-4efc-bf44-fb58663ecd9b,no_churn,0.0045431545,0,no_churn,-0.113889507444273,-0.0027140958176096,0.0010592158640247,-0.0494952891832144,0.0334721320221979,-0.221915652944545,0.0415806787182555,0.0508763677109345,Female,51,Yes,No,Retired,Rural,College,1671343200
40,No,No phone service,High Speed,Phone_Support,One year,100hrs+,Active,3a6e7e97-397f-4692-b1f2-071077cfaeaf,no_churn,0.15124518,0,no_churn,-0.0571534480533682,0.0076135403109947,-0.0448665660674851,0.0051415557688051,0.0256047941479755,-0.1293096507273,0.0237808202219639,0.0151628032768712,Male,61,No,No,Unemployed,Suburban,Doctor,1671343200
52,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,491ceb66-0d81-443f-9acf-281aab1ce182,no_churn,0.044145823,0,no_churn,-0.0509983457645103,-0.0067952924664314,0.0138359348296216,-0.0042089642494829,0.0176582589686586,-0.177653452011045,-0.0281231018488688,-0.0327411898892023,Female,58,No,Yes,Unemployed,Suburban,Bachelor,1671343200
65,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,32874e16-220e-4d02-a75a-b78168bf01e4,no_churn,0.07516284,0,no_churn,-0.125713245936659,-0.0017733432435852,-0.0224289856921677,-0.0168811855782405,0.0090576832358965,-0.108324642997177,0.0083102133151987,0.0287273541622016,Male,43,Yes,No,Employed,Suburban,College,1671343200
71,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,9658dcee-73d8-4cbb-ba8f-44949ed9934b,no_churn,0.0023285989,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Male,75,Yes,No,Employed,Urban,High School or Below,1671343200
22,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,eeb079f7-112b-4281-b965-c8e5ddef6936,no_churn,0.0292304829999999,0,no_churn,0.0302504318606588,-0.0056578815432021,-0.0073161485658692,0.0237322229980691,0.0798607693775557,-0.191612998266864,0.0795751471405856,0.0621423059748667,Male,34,Yes,No,Employed,Urban,Bachelor,1671343200
31,No,No phone service,Medium Speed,Phone_Support,One year,<80hrs,Active,60861faf-fa60-40e2-9d88-5de89ba6d97c,no_churn,0.11798565,0,no_churn,-0.0755118402791868,-0.0054090093384547,-0.0216698322210004,-0.0036435827561217,0.0444161717201723,-0.122912157875217,0.0095046624307269,0.0561994386049855,Male,30,Yes,Yes,Employed,Rural,Bachelor,1671343200
52,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,63eb0791-3435-48e6-a066-6aeae3fd2b7c,no_churn,0.0150597719999999,0,no_churn,-0.0646913866023624,-0.0037655204500697,-0.0100485194136126,-0.0280153963347402,-0.0323136221575077,-0.097436715829117,-0.0141159363295628,-0.0186390550149553,Female,26,No,No,Employed,Suburban,Bachelor,1671343200
66,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,744ef81a-5d27-4fe9-88e8-98a756907941,no_churn,0.03188191,0,no_churn,-0.0386023552249571,-0.0064577497095342,-0.0007717877193863,-0.0385684091153598,-0.03067803732426,-0.0870338720043582,-0.020731886628273,-0.026182055246827,Female,37,Yes,Yes,Unemployed,Rural,High School or Below,1671343200
52,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,86b7c528-b815-4856-9364-40f62829ca83,no_churn,0.3265882,0,no_churn,-0.143986723672988,-0.0032213538815994,0.0028782558487182,0.0122903043254427,-0.0420569020745824,-0.122832236078848,-0.0091455935728117,0.0370480969195341,Male,50,Yes,Yes,Medical Leave,Suburban,Bachelor,1671343200
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5f94b818-36d9-4f5c-a5a9-ddc3c8b2dede,no_churn,0.20911956,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,46,No,No,Employed,Urban,Bachelor,1671343200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,53edeecb-cbc3-4b2c-87db-bae3262e42cc,no_churn,0.013260665,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Female,41,No,Yes,Employed,Suburban,Bachelor,1671343200
63,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,8b435843-69c3-43af-9901-48ce3e091380,no_churn,0.020364942,0,no_churn,-0.0498171895242194,-0.0029221788747236,-0.0077575272172725,-0.0182110255277984,0.0027083177785425,-0.133579941683911,-0.0280193939584387,-0.0314272131680081,Male,64,No,No,Employed,Suburban,High School or Below,1671343200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec9b85a9-a8fb-4a85-b76f-19357ca9da99,no_churn,0.47227186,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Male,46,No,Yes,Employed,Suburban,Bachelor,1671343200
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ad0f39f2-dba9-474e-90f9-923873904de1,churn,0.8642757,1,churn,0.0841595232692043,-0.0006141868570102,0.110813754498513,0.0476681639980347,0.137900277367762,0.133520743276113,0.086384533893547,0.12114104638141,Male,61,No,No,Employed,Rural,College,1671343200
50,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,faf5a4a3-50bd-482e-9108-4dbb48eb4179,no_churn,0.005677265,0,no_churn,-0.0112231281512686,-0.0030828470072628,0.0258992475726881,-0.0216063405148816,0.0152283921116213,-0.235521808614394,-0.0168739210349485,-0.0218457464805032,Female,36,No,No,Employed,Urban,Bachelor,1671343200
61,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,1cf1f7af-041a-4041-8396-47e91329fc47,no_churn,0.01978097,0,no_churn,-0.0984977590128073,-0.0023388241780776,-0.0289931236731717,-0.04007289297846,0.0366176641427227,-0.161633469520475,0.0323636680799245,0.0435285853366804,Female,44,No,No,Unemployed,Urban,Bachelor,1671343200
43,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,0332f588-3800-465e-b42c-ca4f377bca7b,no_churn,0.013121173,0,no_churn,-0.0297838979216976,-0.0030553066216634,-0.0175564314421899,-0.0398367691245221,0.0189028311926085,-0.128984005607554,-0.0366832000773138,-0.0320293728035539,Male,63,No,Yes,Employed,Urban,College,1671343200
52,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,cafbe27d-9102-4c9f-8dea-dc1f5c41c61c,no_churn,0.3265882,0,no_churn,-0.143986723672988,-0.0032213538815994,0.0028782558487182,0.0122903043254427,-0.0420569020745824,-0.122832236078848,-0.0091455935728117,0.0370480969195341,Female,46,No,No,Retired,Urban,College,1671343200
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3edb4a73-148d-4750-99e7-791dad4dc83d,churn,0.6455251,1,churn,-0.0020313410544258,-0.0040296141927319,0.101556601430375,0.122463748955979,0.0813066932027868,0.0864527225969413,0.0334186262038929,0.0836935657720641,Male,31,No,Yes,Employed,Suburban,College,1671343200
10,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,663a7b52-b76d-4de5-b2f6-d6d3ef69533c,no_churn,0.45958024,0,no_churn,-1.599362944944e-05,0.0205346425272773,-0.0601073007721379,-0.100364778920916,-0.0193869755607329,0.0787561494780084,-0.0357754612942562,0.0556668959007902,Female,40,No,Yes,Unemployed,Suburban,Bachelor,1671343200
43,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,c41f5d76-3043-419d-8d4c-4e10173efa9d,no_churn,0.013121173,0,no_churn,-0.0297838979216976,-0.0030553066216634,-0.0175564314421899,-0.0398367691245221,0.0189028311926085,-0.128984005607554,-0.0366832000773138,-0.0320293728035539,Female,79,No,No,Unemployed,Suburban,High School or Below,1671343200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ea62c74c-a654-4e15-b285-43ea00292adc,churn,0.46799362,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,70,Yes,Yes,Unemployed,Suburban,High School or Below,1671343200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d70fed59-e665-49bc-ab29-a19927856ade,no_churn,0.41882738,0,no_churn,-0.169368361917677,-0.003125421504701,-0.0651735622926207,-0.0020927216323434,-0.0366279440173639,0.0541918855010408,-0.0387641497068761,-0.0080658770809532,Male,78,No,No,Unemployed,Suburban,College,1671343200
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,60daf87d-9d50-4308-b16e-0670ca06460a,churn,0.0048483927,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Female,75,No,No,Employed,Urban,High School or Below,1671343200
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8c36d08a-5d9f-4ef6-a98a-b99ee75030a9,churn,0.6455251,1,churn,-0.0020313410544258,-0.0040296141927319,0.101556601430375,0.122463748955979,0.0813066932027868,0.0864527225969413,0.0334186262038929,0.0836935657720641,Female,65,No,Yes,Employed,Suburban,Bachelor,1671343200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e5b6e40b-c7e4-47a5-8d97-69a56f06791b,churn,0.6621589,1,churn,0.171400064066627,-0.0032147385869757,-0.0581448130929402,0.0734413496483284,0.0483092190261322,0.133828785326159,0.0106988746132446,0.0504134181508743,Male,28,No,No,Unemployed,Suburban,Bachelor,1671343200
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,6a5ce027-a745-4b2d-86d4-2aa8910dd959,no_churn,0.25387678,0,no_churn,-0.0613497029135305,-0.0028622831594475,0.0144894763157026,-0.0403489135793643,0.0234919562243158,0.0960926493820079,0.0594050549153053,0.0102460926459843,Male,36,No,Yes,Medical Leave,Suburban,College,1671343200
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,23dd5a79-4866-4c54-90cb-f4847707c406,no_churn,0.38693023,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,62,No,Yes,Employed,Urban,Bachelor,1671343200
15,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e40a2d9d-603c-4dc6-a2b4-6a3d2542ae5a,no_churn,0.5943872,0,no_churn,0.0826915120941157,-0.0009092512819552,0.0019433770949945,-0.111665063712317,0.100394141859924,0.126767216457338,0.111224098578296,0.100527822650529,Female,37,Yes,Yes,Employed,Rural,Bachelor,1671343200
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f3b323f2-1763-4046-b0d7-c2a833ff2851,churn,0.309264,1,churn,-0.0239936453254904,-0.0052059029932752,-0.0357976944763686,0.0012837785962801,0.0825425236527735,0.080541608974363,0.0368938102386346,0.0523760419206155,Male,58,Yes,Yes,Unemployed,Rural,Bachelor,1671343200
47,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,765a4820-6cff-4d75-9fa8-2ba9bfa73de2,no_churn,0.021741249,0,no_churn,-0.0423728731778828,-0.0040275758891766,-0.0058795859602651,-0.0371053860631218,-0.0326004597369319,-0.109791013684771,-0.0171011916552015,-0.0201480662223002,Male,43,No,No,Unemployed,Suburban,Master,1671343200
43,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,0dd1337d-95ff-4a40-b407-0162cc39e9a0,no_churn,0.39959827,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,48,No,No,Employed,Urban,Bachelor,1671343200
12,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,f6f36951-117f-411f-b3a7-6d6c02248d95,no_churn,0.40072763,0,no_churn,-0.0755903377469212,-0.0019417656893983,-0.0585872895462807,-0.0374161571800596,0.0014029347869836,0.0804067538533581,0.0292893758559148,0.0554103335760373,Female,80,Yes,No,Unemployed,Suburban,College,1671343200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,98592da5-9116-4369-8b32-91b5e2440d62,churn,0.8459666,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,48,No,No,Unemployed,Urban,Bachelor,1671343200
67,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,0ce0fc9a-2def-4c92-8716-0a6e4a94fe71,no_churn,0.026562434,0,no_churn,-0.0619213286940521,-0.0043020469376097,-0.0333824654708951,-0.0255231070798799,0.0052231983873116,-0.0946545768638043,-0.0222269896844591,-0.0289055040403127,Female,75,No,No,Employed,Urban,Bachelor,1671343200
49,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,ea9068d7-2155-4d31-b38a-72e0da369cca,no_churn,0.26869538,0,no_churn,-0.0637590099065709,-0.0156199902859589,0.0065639577215188,-0.0928329742973619,-0.0396174345144936,-0.103725733142546,0.0128598124627569,0.0471052176087869,Male,78,No,No,Disabled,Suburban,High School or Below,1671343200
18,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7c4aff4b-a3ae-4848-9e82-c66fbd61b6af,no_churn,0.14616829,0,no_churn,-0.020945282536868,0.0697312598336611,0.0248026183250658,-0.0207879253399914,0.0162800450986651,0.0690203961471706,-0.0365958508678522,-0.0537933154072379,Male,70,No,No,Unemployed,Suburban,College,1671343200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bcc80ce1-5577-41b1-8db3-c8a8b322dd6a,no_churn,0.6015906,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Male,61,No,No,Medical Leave,Suburban,High School or Below,1671343200
12,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,7c333b3b-662b-4e41-9449-a0fdefffec02,no_churn,0.40072763,0,no_churn,-0.0755903377469212,-0.0019417656893983,-0.0585872895462807,-0.0374161571800596,0.0014029347869836,0.0804067538533581,0.0292893758559148,0.0554103335760373,Male,31,No,No,Employed,Suburban,High School or Below,1671343200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,93d4b472-ed86-4b72-af53-182e89b7e5e3,no_churn,0.6015906,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,67,No,Yes,Unemployed,Urban,Bachelor,1671343200
67,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,a9062775-d4dd-49a9-a2e0-b4951ea91b1c,no_churn,0.21914192,0,no_churn,-0.0953540844363124,-0.0031800640901929,0.0070500245625589,-0.0101139026712098,-0.0548648271383899,-0.0580726628384309,0.0168204124040721,0.0386889528583151,Male,43,No,Yes,Unemployed,Urban,College,1671343200
71,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,204a7aed-296e-42ed-94b8-dd53510e822b,no_churn,0.0021488797,0,no_churn,-0.115654693967717,-0.002449679763431,-0.016616533902561,-0.0751847799179449,0.0297609843370446,-0.165716127932519,0.0362032178316076,0.0506314613452559,Male,21,Yes,Yes,Employed,Urban,Bachelor,1671343200
8,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6797d7b4-156f-4c95-a1df-0b59cde0c4dd,no_churn,0.7107691,0,no_churn,0.136401777713618,-0.0008756143899699,0.0367710411827374,-0.0023967429198364,0.0963913339120335,0.162652018138815,0.159345892627771,0.142684142675889,Male,33,No,Yes,Unemployed,Suburban,College,1671343200
67,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,c70f3a4b-cdbb-4a32-8bde-417b30b4f881,no_churn,0.0076591919999999,0,no_churn,-0.057531713523831,-0.0035146058732789,0.0027985847080162,-0.0313205622006717,-0.0002206384838791,-0.120896963744722,-0.0249055088141904,-0.0334347444105333,Female,63,Yes,No,Employed,Urban,Bachelor,1671343200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,35b5f070-eba0-4720-9991-788cf5f91bbd,no_churn,0.23402783,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,40,Yes,Yes,Employed,Urban,High School or Below,1671343200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0d83a652-9443-42d3-9749-57971b02b033,no_churn,0.088051744,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,36,No,No,Unemployed,Rural,High School or Below,1671343200
71,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,ef88c1ef-ab96-4c21-ada4-4483d2946065,no_churn,0.0021488797,0,no_churn,-0.115654693967717,-0.002449679763431,-0.016616533902561,-0.0751847799179449,0.0297609843370446,-0.165716127932519,0.0362032178316076,0.0506314613452559,Female,62,No,No,Employed,Suburban,Bachelor,1671343200
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6b564282-a050-43f3-9f68-c0de26c01e59,churn,0.35953864,1,churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Female,60,No,No,Unemployed,Suburban,College,1671343200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,446976ba-c288-482c-9d5d-b69619941bb2,churn,0.7775129,1,churn,0.274869423001546,-0.0051130503212516,0.0605974439247893,0.0764223539831436,0.0462467173550067,0.136682364342823,0.0667655003898653,0.0745030995263005,Male,56,No,No,Employed,Suburban,College,1671343200
7,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,5634e433-0fc6-4f4a-9db8-c40ba796e1fe,no_churn,0.11822976,0,no_churn,0.0836203383764223,0.0368643591545787,0.0274915987204622,0.0405264165490916,0.018240461811074,-0.13492026534469,-0.0163682174913447,-0.0244808406544143,Male,65,No,No,Employed,Urban,High School or Below,1671343200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8203a0ae-75d9-42f3-9238-9f900f99f97c,no_churn,0.23402783,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,26,No,Yes,Employed,Suburban,Bachelor,1671343200
48,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,09d40b44-e192-414b-83eb-ad69b863c0ea,no_churn,0.009222925,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Female,26,No,No,Employed,Suburban,High School or Below,1671343200
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,896da14b-dfd4-4e90-9e08-3623dbd766bb,no_churn,0.0024682153,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Male,47,No,No,Employed,Suburban,Bachelor,1671343200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a089721f-939c-45c7-8904-9733fe6ac2cc,churn,0.67628396,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,54,No,No,Disabled,Urban,College,1671343200
63,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,3daa2847-4325-49db-b261-43ba441f5727,no_churn,0.020364942,0,no_churn,-0.0498171895242194,-0.0029221788747236,-0.0077575272172725,-0.0182110255277984,0.0027083177785425,-0.133579941683911,-0.0280193939584387,-0.0314272131680081,Female,49,No,Yes,Employed,Suburban,Bachelor,1671343200
42,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,36b9f28e-03f8-4429-98ea-192bd6c86f75,no_churn,0.15947284,0,no_churn,-0.0313916755374975,-0.0066938023546754,-0.0659064914296777,-0.139985924753664,0.0213790543916729,0.0511985746316986,-0.0264090856440907,-0.025502513971187,Female,68,No,No,Employed,Suburban,High School or Below,1671343200
47,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,4887217e-751e-4cca-8c77-2e2895907036,no_churn,0.0123097289999999,0,no_churn,-0.0246915737041854,-0.0049898180875061,-0.0122560313874419,-0.0351892286217116,0.0120736412130281,-0.130154756332086,-0.0258770771621493,-0.0479413089911759,Female,68,No,Yes,Unemployed,Urban,Bachelor,1671343200
43,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,25947666-232a-4527-9c6f-05f1377534aa,no_churn,0.39959827,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,39,Yes,Yes,Unemployed,Suburban,College,1671343200
61,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,79e8f1d5-1e6b-4e87-95cb-4e5c35dc9377,no_churn,0.019407647,0,no_churn,-0.0468020516735305,-0.0036322033848045,-0.0087353444521522,-0.0479372097798204,-0.0176574771977084,-0.0987800235886607,-0.0177341357615841,-0.0177477060945057,Female,69,Yes,No,Unemployed,Urban,High School or Below,1671343200
60,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,ad55b394-d53f-4021-a471-4cca42f7ac21,no_churn,0.012876252,0,no_churn,-0.063792648165072,-0.0031364282019785,-0.0116196676169511,-0.0159410765272514,-0.0631053789998259,-0.162165333356679,0.0276599336541858,0.0230744460644655,Male,24,No,No,Disabled,Suburban,College,1671343200
54,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,48295610-5d53-4b7a-adc7-ca4ee3a63f2b,no_churn,0.08361096,0,no_churn,-0.0981147485954534,-0.0038991686110966,-0.0298244059151875,0.0185169873365612,-0.043318016992307,-0.0587317945777522,-0.0291575987809665,-0.0244974073427147,Female,78,No,Yes,Employed,Suburban,Bachelor,1671343200
71,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6663ede0-cc70-4c0e-b2bb-34004052beaa,no_churn,0.0023285989,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,55,No,No,Employed,Suburban,High School or Below,1671343200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8249d9e4-5247-4edb-a942-1093e03193d7,no_churn,0.3472617,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,50,No,Yes,Unemployed,Suburban,Bachelor,1671343200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a5667a41-31a0-4dc8-8b31-f5233122fd61,churn,0.8216526,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,71,Yes,Yes,Employed,Suburban,Bachelor,1671343200
46,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,269919c4-e50a-4d5c-bf47-2eff053c888d,no_churn,0.090891615,0,no_churn,-0.0916486114292092,-0.0015284620747479,-0.023897440983701,-0.0368831636749382,-0.0059769153648085,-0.127767838600448,0.0149969160626278,0.0336793625928748,Female,41,No,No,Medical Leave,Urban,College,1671343200
5,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,bb988ea7-3747-4101-8fe5-50394fad3623,no_churn,0.07311864,0,no_churn,0.0133794955835128,-0.0105632873621289,-0.0162291589399774,-0.0444984199399004,-0.038494847269294,-0.0757635106616271,-0.0406827993988645,-0.0411736238320372,Female,73,Yes,No,Employed,Suburban,High School or Below,1671343200
64,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,fa4a7540-6683-4e18-876f-c9781a924132,no_churn,0.0158538999999999,0,no_churn,-0.0985936047120594,-0.0043458759085478,-0.0149073736785612,-0.0140087007958118,-0.0404644212726816,-0.122728690208451,0.0090071322172252,0.0170153811472073,Male,47,Yes,No,Unemployed,Suburban,Master,1671343200
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5b705f76-9670-44da-911a-bc6a27adc1f6,churn,0.31546772,1,churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Male,60,No,Yes,Medical Leave,Suburban,College,1671343200
50,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,eb31d27d-1749-457d-a15f-bd53e42ee352,no_churn,0.005677265,0,no_churn,-0.0112231281512686,-0.0030828470072628,0.0258992475726881,-0.0216063405148816,0.0152283921116213,-0.235521808614394,-0.0168739210349485,-0.0218457464805032,Female,79,No,Yes,Unemployed,Rural,High School or Below,1671343200
65,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,2e4901d8-5a41-4211-b5e8-a9e7a07cc2cb,no_churn,0.01804331,0,no_churn,-0.062589295270609,-0.000977193194958,-0.0286666522555424,0.0011238622369091,-0.057113570802594,-0.185613034432736,0.0328921552951214,0.0419175756815457,Female,69,No,Yes,Medical Leave,Suburban,College,1671429600
7,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,0acb48af-266d-4c11-872c-307d57191838,churn,0.25363535,0,no_churn,-0.024141301781392,-0.0034841061191764,-0.111937434950264,-0.0210109558355679,0.0322756451733403,0.0559033855812367,-0.178763771141976,0.0021323835604289,Female,40,No,No,Employed,Suburban,College,1671429600
22,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,3a51eeeb-800e-4318-b647-5a80af91bd4c,churn,0.23502494,1,churn,-0.122072354358215,-0.000432698646,-0.0134472106121575,-0.132010676306136,-0.0099244116360569,0.0703649175841019,-0.0128157379659023,0.0613120162718951,Female,31,Yes,No,Unemployed,Rural,High School or Below,1671429600
57,Yes,Yes,Medium Speed,Phone_Support,Two year,<50hrs,Active,0ca26189-41da-4ba3-9368-272003e6e9cb,no_churn,0.055101175,0,no_churn,-0.0290520749326424,-0.0007519584100373,-0.0180439473212572,-0.107840452834243,0.072182919734314,-0.100850203031932,0.0557766779317717,0.0595528895225652,Female,58,Yes,No,Employed,Suburban,Master,1671429600
28,No,No phone service,Low Speed,Phone_Support,One year,<50hrs,Active,58014dd8-685d-47a0-b817-ee78011d94e9,no_churn,0.1303506,0,no_churn,0.0136698240175519,-0.0279716451929925,0.0046222412566794,0.0194809995300875,0.0688458086455375,-0.087001598318875,0.0692881690607919,0.0600400524691031,Female,61,No,Yes,Unemployed,Rural,Doctor,1671429600
48,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,f0a469a1-5ccb-4003-a6af-207de724bbb0,no_churn,0.037917696,0,no_churn,-0.0471705339921027,-0.0018156204112528,-0.0428706650326057,-0.0533915862497269,0.0670612880623048,-0.174867294110836,0.0554958742685084,0.058532385859853,Male,60,Yes,Yes,Employed,Suburban,College,1671429600
63,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,41f6b023-3f18-4f6b-a635-a8614a539f03,no_churn,0.0153782814999999,0,no_churn,-0.0940189254377583,-0.0019641659714034,-0.0108488897880124,0.0058620773164511,0.0494565673845681,-0.126420244265782,0.0570842485082539,0.0451565173122071,Male,79,No,Yes,Employed,Suburban,Bachelor,1671429600
49,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,b36d6870-46b1-4446-955a-3236dee55121,no_churn,0.13053945,0,no_churn,-0.125146997485354,-0.0033548869543665,-0.0260688672822288,-0.0252295796990074,0.0212122939463006,-0.121713021040396,0.0193834145418259,0.0518914944136486,Female,47,No,Yes,Disabled,Suburban,College,1671429600
55,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,c5782556-3fdb-4ea5-90cc-8d490928db8a,churn,0.0221210229999999,0,no_churn,-0.0716915520798102,-0.0031036694229442,0.0144698728061121,-0.0133961921661102,-0.0667176545797519,-0.185554274704446,0.0202691227386458,0.0366981936501542,Female,22,No,No,Unemployed,Suburban,Bachelor,1671429600
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,6ec5ded5-e783-40a8-b20a-c1bf891ab7e9,no_churn,0.28604367,0,no_churn,0.009829076837932,-0.0066261659893643,-0.0814784273670193,-0.0674418584683189,-0.184662115658093,0.0393754400223224,0.0003097140293903,0.0316681826364947,Male,47,No,No,Employed,Suburban,Bachelor,1671429600
72,No,No phone service,Medium Speed,Phone_Support,Two year,100hrs+,Active,5affa514-4349-4079-b8b1-f3ad9ce2c214,no_churn,0.020021448,0,no_churn,-0.138840271443196,-0.0048235198928705,0.0092916131726451,0.0080208501811102,0.046018233856148,-0.144425454743296,0.0379215034237313,0.047810894203576,Male,42,No,No,Employed,Suburban,Bachelor,1671429600
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,1e7131ea-0026-4f95-8f27-42a7e5f2d583,no_churn,0.050242152,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Male,39,No,No,Unemployed,Suburban,Doctor,1671429600
70,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,5418871a-a1fd-4fd5-972b-5617d4bee125,no_churn,0.012462417,0,no_churn,-0.0983822240433073,0.0084329907923438,-0.0013424315409793,-0.0125785978968769,0.0014664875862126,-0.130033492100374,-0.0152594351632842,-0.0213294511618778,Female,36,No,Yes,Employed,Suburban,College,1671429600
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3adf96a4-52cb-4d3a-be4a-370c82cc2d65,no_churn,0.34796754,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,55,No,Yes,Employed,Suburban,College,1671429600
4,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c53d8bab-e686-45a2-8643-afa5628355d5,no_churn,0.33439955,0,no_churn,0.0787543942860656,-0.0112426136399517,-0.0378800518101707,-0.109607622335479,-0.130874069052597,0.0642111513366853,-0.0342703460118536,-0.0244275985938293,Female,58,Yes,Yes,Employed,Suburban,Bachelor,1671429600
69,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,dd1be5da-12e7-44d9-8ccb-8cb90ad23109,no_churn,0.039838247,0,no_churn,-0.065124508761246,-0.003887928169297,-0.0037845373049185,-0.0292620709625225,-0.0337198800301302,-0.0856087448674406,-0.0188952193825025,-0.0287432643082684,Female,63,No,No,Employed,Suburban,High School or Below,1671429600
12,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,74b7b21e-4543-48ce-aece-7c66079f9b6d,no_churn,0.26557505,0,no_churn,0.0286088479188947,-0.0039032958762436,-0.0195012109366507,0.0066856687138533,0.0127934228243793,0.0646439106557681,-0.0192901917974632,-0.0178490123697702,Female,62,No,No,Employed,Suburban,College,1671429600
55,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,266699bb-40f3-4edd-a827-f86e1f720b98,no_churn,0.04419335,0,no_churn,0.0055644239206867,-0.0055492844643595,-0.0181265328536665,0.0160980748964811,0.0424742995709857,-0.128755857490396,-0.0416750231473452,-0.0490562505270645,Male,36,No,Yes,Employed,Suburban,College,1671429600
55,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,964f7359-d617-42c6-a4ba-8d450703c779,no_churn,0.047219682,0,no_churn,-0.0535849471121764,-0.0037872712658645,0.0018565422542269,-0.0306081617633662,-0.0539777669904015,-0.0743806882588614,-0.0275700552461057,-0.0269738050483283,Female,74,No,No,Employed,Rural,High School or Below,1671429600
71,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,d5654805-04e7-4606-9945-cc0cfb305ed9,no_churn,0.0068502272,0,no_churn,-0.0771368467408319,-0.0039921905682422,-0.0119241481723565,-0.0210568033817253,0.0008759004161947,-0.111252103544921,-0.0196949271421272,-0.0248450336877613,Male,39,No,Yes,Employed,Suburban,High School or Below,1671429600
44,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,06c45434-63b4-455f-b894-cf487abbdaa5,no_churn,0.05636644,0,no_churn,-0.0914037751627438,-0.0077623064277941,-0.0168643755778794,-0.0401085364248138,0.0031896354521086,-0.0638105539795651,-0.0248577481230495,-0.0274084925129136,Female,24,No,Yes,Employed,Suburban,High School or Below,1671429600
32,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,025f7008-a1d5-4aac-92c7-52df2a9e8743,no_churn,0.06697829,0,no_churn,0.03153051044339,-0.0032135182176898,0.0274594541520218,-0.0973825220333765,0.0250400045775586,-0.0650063030325782,-0.0232346390762268,-0.0542191376951632,Female,21,No,No,Unemployed,Urban,High School or Below,1671429600
54,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,b794c4cb-c498-4b62-ab27-fa2eb1bbc571,no_churn,0.07268704,0,no_churn,-0.044547617445587,-0.0046207706829591,-0.0257755818153236,-0.0797110625561435,0.0229143695229322,-0.0461886189123833,-0.0376897608626859,-0.0334071093562306,Male,31,No,No,Employed,Urban,College,1671429600
63,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,8f7e69de-950c-4bf5-a3e9-bb2bd6ebe8e5,no_churn,0.037983328,0,no_churn,-0.0565247335010008,-0.0028671836308876,0.0001638047069263,-0.0281234794826195,0.0088117120858805,-0.0918394105788411,-0.0358784556796581,-0.0627684059622424,Female,34,No,No,Unemployed,Suburban,High School or Below,1671429600
63,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,35a7e447-760a-4897-82ce-24171f2961dc,no_churn,0.019346898,0,no_churn,-0.09952880793443,0.0035900346980724,-0.000601772442551,-0.0218040441872835,0.0028516419566585,-0.0766601109608564,-0.0353471249976428,-0.041525967346779,Female,60,No,Yes,Employed,Urban,High School or Below,1671429600
22,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,516605ce-915a-4580-8e6d-b61b25040d7e,no_churn,0.15906076,0,no_churn,-0.0318906842248088,-0.0056170250121795,-0.0771589323157058,-0.0837868756900388,0.0014283903831892,0.0613385801962522,-0.0185845997920841,-0.0114216693898561,Male,53,No,No,Unemployed,Suburban,College,1671429600
12,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,6174997e-c1f8-4dbc-b7b8-182ffe29893d,no_churn,0.17936118,1,churn,0.0558864033584268,-0.0074574468040736,0.0035013234878533,-0.0445841468381877,-0.0095118466829808,-0.0621565254435609,-0.0207441815288802,-0.0327075612441694,Female,48,Yes,Yes,Unemployed,Urban,College,1671429600
34,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,38ea8100-8fdb-4855-a408-d2ccdf359568,no_churn,0.2203462,0,no_churn,-0.0602716059486101,-0.0019218863223431,0.0261654201253804,-0.00139779417319,-0.126466524565421,-0.0071355731391668,0.0275650361183034,0.0264367767228486,Male,78,No,Yes,Employed,Rural,High School or Below,1671429600
56,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,5ce55e4b-7918-40bb-b64b-9276d01336b8,no_churn,0.2816726,0,no_churn,-0.121465514969059,-0.0125265046114873,0.022130098881571,-0.0190061395274642,-0.0543399816107739,0.0640278236454651,0.0168617875167365,0.065292279129153,Female,51,No,Yes,Employed,Urban,College,1671429600
43,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,e40d8b1e-be47-4194-9b6c-017eea90fa07,churn,0.4510311,1,churn,-0.170770285506687,-0.0036675660330001,-0.0066498459350259,-0.141806846568834,0.011502655636832,0.044396454394664,0.0258173394834921,0.052151941459706,Female,23,Yes,Yes,Employed,Suburban,Bachelor,1671429600
68,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,abb35e00-88eb-4046-8727-e1d050016803,no_churn,0.083426915,0,no_churn,-0.131626337639682,-0.0017661217825298,-0.0093343778207054,-0.0106684771250911,0.0374642523544935,-0.158181433251311,0.0341789436333601,0.0509073999786687,Female,48,No,No,Unemployed,Suburban,High School or Below,1671429600
50,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,bf2ceb2d-b7ae-44ef-99ae-5d070759e778,no_churn,0.022948176,0,no_churn,-0.0571829044095466,-0.0031711900693699,-0.0185498141944572,-0.0222115124781885,-0.0633556628061342,-0.151851825149006,0.030107188592201,0.0271895674830102,Male,79,No,No,Unemployed,Urban,College,1671429600
69,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,ebbaf0ec-5343-4478-b49f-e2b59e9a5c24,churn,0.09255115,0,no_churn,-0.0776366947584938,-0.0007180371523645,0.0199791385516437,0.0063778563224877,-0.0344292450918146,-0.231506422557031,0.0496730409491829,0.0675675450333437,Female,21,No,No,Employed,Suburban,High School or Below,1671429600
69,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,e76356f3-ee3d-41ad-b193-b7585f186950,churn,0.3537909,1,churn,-0.0806979108198356,-0.00346613146874,0.0042248108833882,-0.0305855138430251,-0.0523472964936445,-0.134249760358498,0.0028048258620901,0.0252908233119114,Female,66,No,Yes,Unemployed,Suburban,College,1671429600
64,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,7da4ba43-b017-4176-8d51-85ea5089c3a1,churn,0.040866796,0,no_churn,-0.131446971327641,-0.0024544848641926,-0.0035158193264214,0.0059999486759988,0.0262470379439218,-0.233006165119277,0.0399003661029564,0.0492499347636112,Female,56,No,No,Employed,Suburban,Doctor,1671429600
60,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,0ca71ae3-9139-40e3-941a-1218ccaafdd4,no_churn,0.11756499,0,no_churn,-0.133279244880114,-0.0028885397865087,0.0125768150376552,-0.0077095876820203,-0.103658916897948,0.0490492340168566,0.0366833992014108,0.0227006887491188,Female,24,Yes,Yes,Unemployed,Suburban,College,1671429600
61,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,1726ea80-2b35-4ab9-957b-7682760d9587,no_churn,0.13957411,0,no_churn,-0.0950601122897933,-0.0021360155828551,-0.0475462537871681,-0.0355290852600774,0.052161996736786,-0.0559943970104268,0.0512794870638208,0.0611633120567421,Female,64,No,Yes,Employed,Suburban,High School or Below,1671429600
19,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,8b01a4e7-dc06-4a5c-bec2-f577e010c7f6,churn,0.53061306,1,churn,-0.0038204641995434,-0.0060794544754389,0.0167887208767024,0.0417312482711895,-0.007387345582083,-0.135729596671335,0.0173115292271359,0.0641592098844194,Female,78,Yes,Yes,Employed,Suburban,Bachelor,1671429600
48,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,d3b55d8a-84ff-4825-83f9-3c299bc3f0d9,no_churn,0.30683047,0,no_churn,-0.161403832301248,-0.0069416004586673,-0.0859448655780033,0.0120744491933828,-0.0692223698833368,0.0370907282961206,0.0002545870641006,0.0300667502573196,Female,60,No,No,Employed,Suburban,High School or Below,1671429600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,67665248-0c7b-449f-a853-3bc3413a149d,no_churn,0.011941121,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Male,40,No,No,Employed,Suburban,College,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,03aab733-1391-432c-8f2e-97c5e4aa79f3,no_churn,0.038092762,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,35,No,No,Employed,Suburban,Bachelor,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,667a4c3d-0e0a-457b-beed-43a954a44840,no_churn,0.0055301822999999,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,62,No,No,Unemployed,Suburban,College,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,217d4adc-5daa-4873-845f-d8544caf3761,no_churn,0.022615215,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Male,38,No,Yes,Employed,Suburban,Bachelor,1671429600
41,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,b3c838cc-51b4-4dc4-8bcb-68632b8ec194,churn,0.26866665,1,churn,-0.0935940105125246,-0.0022009462221649,0.0043674425612607,0.0138757358984639,-0.0418712737098576,-0.175976557753911,-0.0131564632727622,0.0395299199275177,Female,39,No,No,Employed,Suburban,High School or Below,1671429600
28,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,aaf2f168-05c8-48be-8fa6-51fdd5a8a4ee,no_churn,0.06349321,0,no_churn,-0.0847903433022656,-0.0039831563077495,-0.0217583152512452,0.0356417318857165,-0.0012836585328841,-0.141274147454815,-0.0236693266096153,-0.0279089357661541,Male,25,No,Yes,Employed,Suburban,College,1671429600
30,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,3206eec5-2c27-40b3-8c8b-c0b0cbcb2e3b,no_churn,0.2321236,0,no_churn,-0.0003346603687123,-0.0094478286622688,-0.0836660625436161,0.0617156462391358,-0.0123343546714704,0.0847422506595967,-0.0208397642012823,-0.0063534370095203,Female,58,Yes,Yes,Employed,Suburban,High School or Below,1671429600
32,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,276257c9-ad91-427c-9ca5-1e68ed6cd785,no_churn,0.17099905,0,no_churn,0.0081979061774245,-0.0090289893865065,-0.055410007503342,0.128346081455729,-0.0121950187425363,0.077607573750588,-0.0203933209115348,-0.0067733860556381,Male,53,No,Yes,Retired,Suburban,College,1671429600
24,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,46a2e443-37ba-4f87-bae7-7a2280a24c34,no_churn,0.31753615,0,no_churn,-0.145868010406089,-0.0058874439746523,0.0369242900801964,0.0584076027577157,-0.115984698937787,0.0453036660091083,-0.0427871325855085,-0.0344677576555022,Female,20,No,Yes,Unemployed,Suburban,High School or Below,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,89858d76-0cc3-40ed-934c-a54d4974b808,no_churn,0.0044663079999999,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,56,No,No,Employed,Suburban,College,1671429600
34,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,682efc8f-9207-4eac-bcb6-a5dd878adb19,no_churn,0.4405178,0,no_churn,-0.117925090564736,-0.0046922806805832,-0.0760650078816524,0.0710570704234487,-0.0885505795491235,0.0459238385960407,-0.0163222572533049,-0.007285176084033,Male,71,Yes,No,Employed,Suburban,Bachelor,1671429600
21,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,23d2a419-c96c-470b-83a6-34ac50cac937,no_churn,0.18836235,0,no_churn,-0.0878713764504209,-0.0052401918611576,-0.0630419304904717,-0.0766863132953949,0.107320588355324,0.0426519208434911,0.0758655396996982,0.0834756128620392,Female,21,No,Yes,Unemployed,Suburban,College,1671429600
26,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,1883518f-f409-437a-910e-dd22f6871962,no_churn,0.27365363,0,no_churn,-0.156466474737581,0.0117122070516597,-0.0735896051721283,-0.0381908150900108,0.0144344526041732,0.0538005270568373,0.031240497245526,0.0446997260053649,Male,66,No,No,Disabled,Rural,High School or Below,1671429600
20,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,72ad90b6-e626-4e7e-8935-65f97f270390,no_churn,0.15016146,0,no_churn,0.0744137251130177,-0.0026510029530436,-0.0429898971178181,0.0616891427480686,0.129749129578267,0.114053454700497,0.092467371699422,0.114241930013668,Male,75,No,Yes,Unemployed,Suburban,High School or Below,1671429600
41,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,22e3e8b6-663d-4b3c-bb7d-99b7d0852f99,churn,0.20515369,1,churn,-0.0991356859452844,-0.005304812620352,-0.020582279704131,-0.0326230557237795,0.0249145737715207,-0.184601931896577,-0.0048187788151244,0.0531258179886572,Female,43,No,Yes,Employed,Suburban,College,1671429600
63,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,c8b4a69d-6a33-4a27-94c6-9db2407c700d,no_churn,0.08782512,0,no_churn,-0.0748671398423084,-0.0605437780254033,-0.0059473835896824,-0.005492279373293,-0.0433559200141144,-0.112249985719591,0.0184639136198302,0.0249664200508414,Male,33,No,No,Employed,Suburban,Bachelor,1671429600
51,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,e4ce6671-0e42-45ac-8023-5f3145c2ea98,no_churn,0.12913935,0,no_churn,-0.092565942599731,0.0216742507351955,0.0080572409206888,-0.0050238776629112,0.0159696645986559,-0.102681350325065,-0.0184151947409827,0.0272923942678426,Female,43,No,Yes,Unemployed,Urban,Bachelor,1671429600
60,No,No phone service,Low Speed,In_Store_Support,Two year,<80hrs,Active,255ff864-d264-43bd-81fc-0ea482f1e94f,no_churn,0.1564791,0,no_churn,-0.0731016714602765,0.0246274372112702,-0.0001867340182843,-0.0069629565715968,-0.036967302145249,-0.234165583266099,0.0429593558188162,0.024771299216004,Female,39,No,No,Employed,Suburban,High School or Below,1671429600
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,15d19f95-8a3f-4f1a-b674-2f4dba8e003d,churn,0.63486147,1,churn,0.139362037119108,0.0001707394416189,0.0085556793560408,-0.0736422201845743,0.105896068886263,0.130149253348318,0.0887351424098142,0.052294771931588,Male,33,Yes,No,Employed,Urban,High School or Below,1671429600
29,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,e8fd623c-23c7-4995-aded-9dc10e3f8fdc,no_churn,0.1588639,0,no_churn,-0.0407253832274864,-0.0008452407008735,-0.0371492258582657,0.0068468494707485,0.0336371762144972,-0.176365420867787,0.0703197137415009,0.0763387130793125,Female,20,No,No,Disabled,Suburban,Master,1671429600
52,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,20701c07-843a-40c2-ad78-819b8099e505,no_churn,0.01951266,0,no_churn,-0.0404308653544012,0.0001855056224576,0.0003737165833445,-0.0029943789744538,0.0509711910284841,-0.202960634595629,0.0151352249839055,0.0456940906644013,Male,43,No,No,Unemployed,Urban,Bachelor,1671429600
21,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,415852e7-f51f-4bfb-af8e-93d919b5d7cc,no_churn,0.14820462,0,no_churn,0.0015202394137668,-0.0016801516715895,0.0674458751496422,0.0142081439367393,0.0964018633175874,0.0336824582007557,0.116334402598732,0.0870610244702947,Female,58,Yes,No,Employed,Suburban,College,1671429600
13,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,91125be3-5520-492f-81b1-a02389347f89,no_churn,0.45116508,0,no_churn,0.123473227245495,0.0190005223172465,-0.0262541991800435,0.0103645023611943,0.0512171001334991,0.137450715765872,0.127119189109781,0.105055175277748,Female,76,Yes,Yes,Employed,Suburban,High School or Below,1671429600
48,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,68744655-dda9-4d7c-aa38-9a066ba093f9,no_churn,0.008676273,0,no_churn,-0.0405462306868048,-0.003567663296817,-0.007431285793682,-0.0331863976556815,-0.0184474686049361,-0.12262733371168,-0.0109828343270601,-0.0122369365417944,Male,34,No,No,Employed,Suburban,High School or Below,1671429600
64,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,32940ae1-9b78-40d3-998f-5a6f389bcdf9,no_churn,0.008194259,0,no_churn,-0.0589658081083143,-0.0029895495367782,-0.0120161123949856,-0.0107095201551783,-0.018520590750486,-0.113896895270991,-0.0214715033647735,-0.0284561735599345,Male,50,No,Yes,Unemployed,Suburban,College,1671429600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,98bad09c-3b68-4918-bb01-8c69207a9bb0,no_churn,0.6023412,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,60,No,Yes,Employed,Urban,Bachelor,1671429600
19,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,1855db1a-62fc-4f4a-b5c6-d4079b12726b,no_churn,0.054344594,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Female,33,No,No,Employed,Suburban,College,1671429600
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,91f072a7-259a-4408-9d17-3b6620eb356e,no_churn,0.12694511,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,21,No,Yes,Unemployed,Rural,High School or Below,1671429600
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,96241fab-910c-4e07-a330-31a83b048ac1,churn,0.21922137,1,churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,65,No,Yes,Retired,Suburban,High School or Below,1671429600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c50211db-93f9-4709-9b25-c191f63a2b9b,no_churn,0.2831284,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,27,Yes,No,Unemployed,Suburban,Bachelor,1671429600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6673c3a5-ee47-4f93-bb33-e0019320465b,churn,0.56424326,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,27,Yes,Yes,Employed,Urban,College,1671429600
66,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,de9aea88-3264-46b4-8cc6-00100880d4f1,no_churn,0.0057272753,0,no_churn,-0.0343791872024849,-0.00302957732094,-0.0327798979300587,-0.0190488912658656,-0.000835691038701,-0.127770553598775,-0.0219228900941379,-0.029259465118157,Male,41,No,No,Employed,Suburban,College,1671429600
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,58f88040-5805-481f-8316-07d6abda5c2b,churn,0.58105636,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,42,No,No,Disabled,Suburban,Bachelor,1671429600
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,626326f3-a82c-4ebe-9ef9-30a360b91369,no_churn,0.19496942,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,68,No,No,Employed,Suburban,Bachelor,1671429600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2a336d75-e303-48dd-a0f1-a0bc09b64c8f,no_churn,0.17660703,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,49,No,Yes,Medical Leave,Suburban,High School or Below,1671429600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c163157d-90ec-4cce-bdcc-b91d02d9dd9a,no_churn,0.33746538,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,71,No,No,Employed,Suburban,Bachelor,1671429600
29,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,ef3b6132-dfb9-4839-9818-a2fea41cbfa3,no_churn,0.01847755,0,no_churn,-0.0597067392723693,-0.0044944050712001,-0.0177956081321553,-0.041808878912052,-0.0237621022360326,-0.0783827614672009,-0.0198741564058582,-0.0232015016472087,Male,39,No,No,Employed,Suburban,Bachelor,1671429600
14,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,9a88b288-2dd1-4ac2-82f6-6b5e74f88ce8,no_churn,0.0414088929999999,0,no_churn,-0.0599303728787708,-0.0076885399912316,-0.0110408228325104,-0.0406305440506002,0.0057051688058345,-0.0736508027606942,-0.0307914700328001,-0.0509987687898319,Female,31,No,No,Unemployed,Suburban,Doctor,1671429600
59,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,e272bd54-7ce2-4651-a76d-3c7b20586dc8,no_churn,0.01484241,0,no_churn,-0.0584456476579544,-0.0038402450483772,-0.0151784268997926,-0.0262423842542739,-0.0284337161468374,-0.106610063236403,-0.0154740100776598,-0.0148016591227406,Male,38,No,No,Employed,Rural,College,1671429600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5ab44f95-c9e5-4477-8169-4f7bfc1502e9,churn,0.46034625,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,72,No,No,Employed,Suburban,College,1671429600
14,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,2d845eae-10fc-4291-b4ea-6c00b482a226,no_churn,0.03551388,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Female,80,Yes,No,Employed,Suburban,College,1671429600
48,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,cd5d33c2-d2a2-4058-8c49-6b6329e3e428,no_churn,0.025310982,0,no_churn,-0.0390645679702083,-0.002225876971679,0.0042167683872321,-0.0355797574189546,-0.0114841395942494,-0.0123956026284486,-0.021116607339336,-0.0113763659578717,Female,49,Yes,Yes,Unemployed,Suburban,Bachelor,1671429600
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4b0944a8-e2f4-4a71-b2f8-98ffd4709063,churn,0.29278013,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,63,No,Yes,Employed,Suburban,Master,1671429600
48,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,ac01c671-8464-4b69-9f64-ade40b310064,no_churn,0.008948195,0,no_churn,-0.0529541368582158,-0.0033905407300517,0.0051140390004911,-0.0345253548162327,-0.0431506683786938,-0.113751314444871,-0.0129281097041712,-0.0134400673898016,Female,74,No,No,Retired,Suburban,College,1671429600
34,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94679f45-c0d9-4e60-9a5f-9595ca172eff,no_churn,0.049128372,0,no_churn,-0.0940123708960891,-0.0084189655765294,-0.0232995847279016,-0.0965672449632074,-0.0274747237415613,0.0320231000933381,-0.033091609169005,-0.0181847528316939,Female,72,Yes,No,Employed,Rural,Bachelor,1671429600
40,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,dd428a30-31fd-4b7a-bf75-4be6fad6d2f5,no_churn,0.03645775,0,no_churn,-0.10410368775033,-0.0210871119605508,-0.0729490786514088,-0.0578777272643219,0.0050819841652173,0.0475902919242889,-0.026279893895753,-0.0274009260278216,Female,54,Yes,No,Employed,Urban,Master,1671429600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,264ba94e-3829-4897-8a60-508f8b6373ef,churn,0.7079943,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,60,Yes,No,Employed,Suburban,Bachelor,1671429600
47,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0912f496-be41-4087-9b27-1a614032b73c,no_churn,0.13461073,0,no_churn,-0.0849018926632015,-0.0152835073687492,0.0082421892317779,-0.077615941561844,-0.0408057404164492,0.03765134326115,-0.0230868729670237,-0.039892396145442,Female,20,No,No,Medical Leave,Suburban,College,1671429600
41,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,a4832597-b1b8-4b46-9de0-099e02384dce,no_churn,0.053436566,0,no_churn,-0.0042279517896622,-0.0095114272830505,-0.0072843996781375,-0.0067605232795722,0.0062202700107991,-0.135570003468738,-0.0201903905406288,-0.0517017242979091,Female,74,Yes,Yes,Employed,Suburban,College,1671429600
21,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,85df1229-64c8-40e1-9788-abd1eb0d12f9,no_churn,0.041798852,0,no_churn,0.0753693780630874,-0.0026959924819448,0.0616557177628646,0.0323400359552306,0.0093034353326629,0.0857467323267155,-0.0042168445036622,-0.0108619422161336,Female,21,No,No,Employed,Suburban,Bachelor,1671429600
56,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,0d4e80b2-fdaa-4d70-ae26-c9b1cd2255ab,no_churn,0.013354369,0,no_churn,-0.0240590430552219,-0.0040961914932631,-0.0227626326911558,-0.0275644381341408,-0.081804101291691,-0.0663625147378479,-0.0203377585185808,-0.0220394728243627,Female,35,No,No,Employed,Suburban,College,1671429600
8,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,c815f781-bf6b-495d-898a-6cd222341414,no_churn,0.0261583629999999,0,no_churn,-0.0147789566318988,-0.0057327334605906,-0.004740681538451,-0.0584204887449232,-0.0330666908729654,-0.0753556390827816,-0.0351080593847837,-0.0418229035754757,Female,51,No,Yes,Employed,Suburban,Bachelor,1671429600
29,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,464f2a64-94b0-4fd1-90bb-25bcf370696c,no_churn,0.0159182569999999,0,no_churn,-0.0165544840138773,-0.0065242885920815,-0.0058640404111429,-0.0023333701606134,0.0221243040540594,-0.167345563551808,-0.0358368761618294,-0.0366918333484864,Male,63,No,Yes,Employed,Urban,High School or Below,1671429600
34,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,6c2aecac-0363-4078-ac03-8882aef28658,no_churn,0.025634857,0,no_churn,-0.0419194827916453,-0.0038041795562821,-0.0392141437591362,-0.0463940873190404,-0.0368480751510742,-0.0616363878792617,-0.0164967436894585,-0.0227130530820886,Female,59,Yes,No,Employed,Suburban,Bachelor,1671429600
35,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,964f7b73-e1e3-4e4a-83b6-d8960c720102,no_churn,0.09928276,0,no_churn,-0.114374366904667,-0.0085161041517858,-0.0462580126352622,-0.0583777322320747,-0.0239007357912305,0.0338011742095477,-0.0300787138926352,-0.0159883269910824,Male,48,No,Yes,Employed,Urban,Master,1671429600
8,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,db6ba25f-3948-46a7-93b8-220d32eb38e6,no_churn,0.17856932,0,no_churn,0.0840885075336154,0.156134750174351,0.0534663258144178,0.113068103493792,-0.0460248428883232,0.0941129649378467,0.00431305213217,0.0118149969289515,Male,69,Yes,No,Employed,Rural,Bachelor,1671429600
67,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,7730278a-7e4b-49ff-8c0b-6a0629a01f29,no_churn,0.011691092,0,no_churn,-0.047254881992676,-0.0033150704766558,-0.0011439499364678,-0.0227767602928543,-0.0282017997156435,-0.107220922238084,-0.016447227408571,-0.0162369692101128,Male,72,No,No,Employed,Suburban,College,1671429600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,157f6dd0-15e6-4c30-ac93-b316621ba3a1,no_churn,0.0946966259999999,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,20,No,Yes,Employed,Suburban,High School or Below,1671429600
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,1cc89a06-77ea-44c7-97cb-dc8adf5e3240,no_churn,0.03466248,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Male,56,No,Yes,Employed,Rural,High School or Below,1671429600
11,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,9e25247a-ea1f-4503-ae8c-1e5edf9cbfd5,no_churn,0.028962828,0,no_churn,-0.0095578135533287,-0.0117683726590075,-0.0189013674103444,-0.0262312970829407,-0.0436069361736918,-0.0784236429189968,-0.027838791271406,-0.0326979297818434,Male,39,Yes,Yes,Employed,Suburban,College,1671429600
24,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6db44db4-5209-4647-aa27-b2a2abeee916,no_churn,0.20769618,0,no_churn,-0.0949150802904296,-0.0112293781031985,-0.0507260783282254,-0.0254122579251998,-0.0209002547097406,0.0448301184482261,-0.0510126305077756,-0.0596605887536134,Male,31,No,No,Unemployed,Suburban,High School or Below,1671429600
23,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,0bb369a3-3afb-427d-b5ab-45fceb43a51a,no_churn,0.0065840709999999,0,no_churn,-0.0597786317827649,-0.0039288217570356,-0.026107772594014,-0.022485475331814,-0.0256078139263354,-0.100226594727828,-0.0141731787636308,-0.0167178633051753,Female,57,No,No,Employed,Suburban,Doctor,1671429600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0a1947e1-07eb-4cd5-8386-b9652b7c6acd,no_churn,0.4515207,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,72,No,Yes,Employed,Suburban,Master,1671429600
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d47b0324-4fd3-4ec3-a017-23d7177c04ca,no_churn,0.21878311,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Male,61,Yes,No,Unemployed,Urban,Bachelor,1671429600
26,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,d7b4fda2-8546-4ad4-a877-13bcd7b1d3e8,no_churn,0.1363815,0,no_churn,-0.0895778521770898,-0.0081521498960137,0.0225206830328534,-0.0709078874077931,0.0109795482190384,0.0523782115072936,-0.0562458148014502,-0.0800208928198299,Male,64,No,No,Employed,Suburban,College,1671429600
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7df89203-1029-48a7-a384-ed43b79394c6,churn,0.6530481,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,51,No,No,Employed,Suburban,High School or Below,1671429600
6,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,fbb1cc4c-cb40-42c0-bff6-42337c8f85e0,no_churn,0.030559892,0,no_churn,-0.008592848107437,-0.0119164960334637,-0.0144587178827805,-0.048237502857155,-0.0315548068023053,-0.0664594493101231,-0.037191476958369,-0.033948186532807,Female,26,No,Yes,Unemployed,Rural,High School or Below,1671429600
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,17fcd93a-63c8-4c5f-84ea-e6eb89fa32a9,no_churn,0.22448634,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,29,Yes,Yes,Employed,Suburban,High School or Below,1671429600
64,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,d319c79b-4e56-4bb4-aca6-4d50653d693c,no_churn,0.014985461,0,no_churn,-0.0609698744565503,-0.0033500091930545,-0.0233239505979145,-0.0276021977369055,-0.0197293896174596,-0.104244368135587,-0.0127133393477743,-0.0170930237881839,Male,24,Yes,No,Employed,Suburban,Bachelor,1671429600
68,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,c26bf1d7-bf54-49ec-89cb-1ac156d0c096,no_churn,0.0125895889999999,0,no_churn,-0.0518259733348259,-0.0034258005983792,-0.0136699002868044,-0.0216762236447539,-0.0171501994343361,-0.132780250001424,-0.0123759934131612,-0.0161218115211704,Male,50,Yes,No,Disabled,Suburban,High School or Below,1671429600
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,97eb571f-6fee-44ed-b0f6-ac20d50c04fe,no_churn,0.002594895,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Male,34,Yes,Yes,Employed,Urban,Bachelor,1671429600
28,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,a65ceeeb-e8d9-40b2-b8a3-1f9f8f4e9d37,no_churn,0.03681418,0,no_churn,-0.0691946613480195,-0.0035595039286727,-0.0017829853345347,-0.0428844365409395,0.0091169083940667,-0.0768864427676044,-0.0409704990407954,-0.0428645314204823,Female,80,Yes,No,Unemployed,Suburban,High School or Below,1671429600
42,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,74eef0ab-4750-425d-a18e-2cbd491a77ea,no_churn,0.031176258,0,no_churn,-0.0212732508527369,-0.0072685469459429,-0.0214098422033748,-0.0641690341130561,0.0094294919523872,-0.111536472744929,-0.0174360726883332,-0.0353624254249643,Male,71,No,No,Employed,Suburban,College,1671429600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7de089f9-051a-4a14-9873-b8bf22bb1974,no_churn,0.12217736,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,64,No,Yes,Employed,Urban,College,1671429600
66,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,ed28b53e-2483-4a3b-a1da-017427495614,no_churn,0.02058817,0,no_churn,-0.025367546107941,-0.0030605665868279,0.0207633428869849,-0.0225180765247978,0.0076118129483893,-0.155491331734011,-0.0237423999327438,-0.0522213869541519,Male,72,No,No,Employed,Urban,College,1671429600
7,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,d55c4c2c-c65a-4d0c-8fe6-29e6e328a221,no_churn,0.28592932,0,no_churn,0.245917344899781,0.0012738797482597,0.0693367694646804,0.0951633929661511,0.146562228006187,0.0966132054862555,-0.0128702748024397,-0.0410226913213091,Female,67,Yes,Yes,Unemployed,Suburban,High School or Below,1671429600
16,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0a930452-e9ee-42f0-860e-980bac5d80ba,no_churn,0.16188899,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Male,23,No,Yes,Employed,Rural,College,1671429600
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,ce3b7438-1850-4778-a59e-15db37ac9904,no_churn,0.0024682153,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Male,60,No,No,Medical Leave,Urban,Master,1671429600
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,978f5da1-5799-4c1b-93dc-aa749ef7966f,no_churn,0.0022312423999999,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Female,63,No,No,Unemployed,Suburban,College,1671429600
23,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,4a4ac97a-1399-48bf-9519-35ae0a639b8c,no_churn,0.029614976,0,no_churn,-0.0917206970352344,-0.0041321210639762,-0.0160086030155798,-0.0245363469688709,0.0075627820545196,-0.0590363818093464,-0.0300893721021384,-0.0510654125756082,Male,55,No,Yes,Employed,Urban,High School or Below,1671429600
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,cb85f32d-5140-47d0-a221-445f879489ed,no_churn,0.12673257,0,no_churn,-0.0521925794888557,-0.0099281934980717,-0.0222958712387116,-0.108020845381943,0.0169476634673083,0.0470759123501557,-0.0659991354084195,-0.0746131042189517,Male,63,No,Yes,Medical Leave,Rural,Master,1671429600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0bebbed5-44cc-490b-a035-8e6c597b5f9b,no_churn,0.36049086,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,29,No,No,Employed,Urban,Bachelor,1671429600
7,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a9f6b189-293c-4181-81c8-e799a21cf18a,no_churn,0.10523576,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Female,62,No,No,Unemployed,Suburban,Bachelor,1671429600
66,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,38f71d68-1b7a-4550-acc5-e24f0bdf2150,no_churn,0.013271271,0,no_churn,-0.0316514762746555,-0.0041297297569326,0.0109475477125715,-0.0384825825689495,0.0054763836879828,-0.107160078603238,-0.0393992649438041,-0.0646269520573878,Female,62,Yes,Yes,Employed,Rural,High School or Below,1671429600
17,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,7b11695f-58fe-45ac-bea2-0d1d4483bd9e,no_churn,0.047810327,0,no_churn,-4.91529399369028e-06,-0.0036396408315522,-0.0215651112154773,-0.0449619996657202,0.0010411066924643,-0.129864029567252,-0.0263046030832083,-0.0437269591907534,Male,71,No,No,Employed,Rural,High School or Below,1671429600
8,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca19dd9b-3ee3-4759-98b4-97f8b8416a29,no_churn,0.18459837,0,no_churn,0.0179702100414351,-0.0152244899860124,-0.0642119019341589,-0.0983494144311589,0.0210454565808686,0.0625969056154053,-0.0656922264266813,-0.0671606921875127,Male,26,No,Yes,Unemployed,Suburban,High School or Below,1671429600
26,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,95026031-eee0-449a-8602-18520a1fb93f,no_churn,0.1421339,0,no_churn,-0.123165666204159,-0.0072693325417822,-0.0444384528099999,-0.0499715910424038,0.0127995004418244,0.0355403932888566,-0.0479716463152999,-0.0445493560634531,Female,65,No,Yes,Employed,Suburban,Master,1671429600
4,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,83801c01-40e6-4e00-ae14-23491a9e227d,no_churn,0.03678879,0,no_churn,0.0143510264456199,-0.0055025481684788,-0.0322894141456345,-0.0546976847098085,-0.0042950748457951,-0.105919588214374,-0.0394609649063204,-0.0412119055792845,Female,27,No,Yes,Retired,Suburban,Bachelor,1671429600
70,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,e50d7442-c427-488f-bd76-2c49af6731e5,no_churn,0.0037828456,0,no_churn,-0.0665233164437631,-0.0031911918201694,0.008400813602293,-0.0111752377658558,-0.0045238291834539,-0.148784206972305,-0.0191733672086047,-0.0240558163791138,Male,40,Yes,Yes,Employed,Suburban,Bachelor,1671429600
19,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,be0474ad-18d5-44aa-9462-4a3e12a5c043,no_churn,0.1956631,0,no_churn,-0.0096517782918272,-0.0046381290323552,-0.0028117379991635,-0.0903393792266251,-0.0375420065348589,0.0528193284248664,-0.0393485826496908,-0.0475138660465199,Male,24,No,Yes,Employed,Urban,College,1671429600
54,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,63877fe0-2e83-4475-aa0b-bfe4584f3d08,no_churn,0.0292078479999999,0,no_churn,0.0153389508162945,-0.0049936849657933,-0.0319614829374586,0.0109408095702929,0.0453635731566828,-0.14165275238096,-0.0341309654211727,-0.0479305976424257,Female,70,No,Yes,Employed,Suburban,College,1671429600
48,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,ba09f1ae-95a2-45a7-a0fb-e88e0f30a628,no_churn,0.010060895,0,no_churn,-0.0481003149222306,-0.0032775107099041,0.0063043712886428,-0.0636861517327452,0.0116387385107555,-0.119662943088069,-0.0256507430068495,-0.0265915986734398,Female,24,Yes,Yes,Retired,Suburban,College,1671429600
15,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,d459ecdc-fbab-4db6-b86d-bbd3bebb1e9b,no_churn,0.045198075,0,no_churn,0.0296104713567638,-0.0051575634690743,-0.0404288642588289,-0.0137839358046585,0.020824073906233,-0.199854104237702,-0.0298289324307916,-0.0304072975405961,Female,38,No,Yes,Unemployed,Suburban,Doctor,1671429600
33,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,13b2831b-baf9-4415-892c-71edb4dd1b8e,no_churn,0.0067113764,0,no_churn,-0.0199513657987699,-0.0031205455509007,-0.0758561200113945,-0.0425984278609939,0.0244213866175596,-0.0875363336442933,-0.0277397838798242,-0.0366449624603592,Female,29,No,Yes,Disabled,Suburban,Bachelor,1671429600
20,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,51f3f6e9-10e0-4299-a24f-4f56bb828a5e,no_churn,0.045922242,0,no_churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Female,47,No,Yes,Employed,Suburban,College,1671429600
63,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,373829ec-5690-402a-a521-700776db96e5,no_churn,0.0054941,0,no_churn,-0.0676102977007394,-0.0038718955554577,0.003077306269397,-0.03223113429779,0.0049600672901215,-0.127746054673071,-0.0210327287036489,-0.0245714148333354,Male,76,No,No,Employed,Suburban,College,1671429600
27,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e6210f97-6347-427c-a068-388fef3019da,no_churn,0.011122715,0,no_churn,-0.0377952251384704,-0.00555702157837,-0.0168210337076197,-0.0291624744237924,0.0122191702724921,-0.103162785482782,-0.0418257849225119,-0.0469209979337574,Male,22,No,Yes,Employed,Rural,High School or Below,1671429600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b208e241-c4f0-4847-8ad8-026b398e1f3f,churn,0.55356205,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,54,Yes,No,Employed,Rural,Master,1671429600
8,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,b8cc77cb-0065-4944-a330-f8c25f07eb04,no_churn,0.0082555794999999,0,no_churn,0.0329136917550476,-0.0065235001025303,-0.0020514359297158,-0.0290040377262994,0.021123150487092,-0.204431635772262,-0.0305270221978662,-0.0405253622478267,Male,24,Yes,Yes,Employed,Urban,College,1671429600
35,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,2c9c98be-34f9-4348-b8af-ba026f4d3bb7,no_churn,0.007880273,0,no_churn,-0.0078469992475947,-0.0024053612950046,0.0041185728697473,-0.0295873106729141,0.0310473763064328,-0.194360513246838,-0.0262363449242184,-0.0437555716572751,Male,31,Yes,Yes,Employed,Suburban,College,1671429600
39,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,f78e9cf9-c282-4155-972b-38cda777d6c0,no_churn,0.0082323669999999,0,no_churn,-0.0176286880949555,-0.0056617666938927,-0.0078459067881067,-0.0696917222463798,0.0052589858995816,-0.112189969630763,-0.024067814731261,-0.0371992704478543,Male,35,No,Yes,Employed,Suburban,College,1671429600
65,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b93bea83-bb43-4f57-87b5-6208438d2255,no_churn,0.13676307,0,no_churn,-0.0836854155212267,-0.0019288763905569,0.0365948744708885,0.0412335640103037,0.0927497590004168,0.057054706324393,0.0381932548785698,0.080761982730055,Male,29,No,No,Unemployed,Suburban,High School or Below,1671429600
35,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e34ba594-e6af-4f62-a983-e0b109869a5b,no_churn,0.59830964,0,no_churn,0.0127901103804742,-6.37669448042288e-05,0.0491029423089003,0.0638201629105242,0.130088992412984,0.0899884035603281,0.0924014084222926,0.102845603852074,Female,20,No,Yes,Employed,Urban,College,1671429600
43,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,6346274b-c295-4dfb-837e-f82a8b971eb7,churn,0.139238,1,churn,-0.0565161591878495,-0.0024989753967747,0.0032313299627821,-0.0436669005449039,0.0426362131530004,-0.126543209163065,0.0211259102187978,0.0532056410723998,Female,22,No,No,Employed,Rural,College,1671429600
32,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e5e56402-e35a-4f98-867a-e1c86fd2ea53,no_churn,0.45047733,0,no_churn,-0.147395784575856,-0.0032281083251473,-0.067230294175697,-0.0218727291003051,-0.0188707985793553,0.0532817679708568,0.0132099043485141,0.0661238487430091,Male,76,Yes,No,Unemployed,Suburban,Bachelor,1671429600
56,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,f10299f1-e712-4c7b-8920-9feaf41e1eb7,churn,0.32903415,1,churn,-0.0341288761059968,0.0003436381556093,0.0550171462597973,0.0858729400109223,0.0789591771187224,0.0160272639718914,0.0120193526056755,0.0344584554699213,Male,69,No,Yes,Employed,Suburban,College,1671429600
41,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d159d46d-fd28-40e1-8255-23a46ee533e5,churn,0.62771815,1,churn,-0.141259264834389,-0.0073268095205821,0.0354303499273009,-0.102547955199861,0.0478496173380335,0.0337941025504915,-0.0244633263155083,0.0281638025111897,Female,48,No,Yes,Disabled,Urban,Master,1671429600
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b9aad74e-cf29-41e9-bc30-a95daac4b708,churn,0.7334437,1,churn,-0.0274669915194817,-0.0024352154456937,0.0887459324544715,0.0636728920190444,0.0823343766937796,0.093103746277502,0.0767620284003896,0.0562570881770625,Male,41,No,No,Employed,Urban,Bachelor,1671429600
23,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,736e5f5f-0834-4cbf-8118-c3ebfbdf0c55,no_churn,0.41573527,0,no_churn,-0.224539650495444,-0.0068031482111837,-0.103079066880091,-0.022574911022184,0.0577672172940947,0.0018367167173892,0.0121993559559268,0.0511673332387727,Female,21,No,No,Employed,Urban,Bachelor,1671429600
63,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,b8221ebe-2d30-4d43-a02f-4f09ef71350e,no_churn,0.07653895,0,no_churn,-0.092033234576811,-0.0024138837164355,-0.018925717745169,-0.0061408000830306,0.0408432100254322,-0.213724669104286,0.0386222219254159,0.0447467212736774,Female,28,No,Yes,Employed,Suburban,Master,1671429600
63,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,d894d39f-1fd9-4160-9748-a11b4f501ab9,churn,0.2768955,1,churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Male,50,No,No,Unemployed,Suburban,College,1671429600
66,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,91ce7948-68e4-4a14-ac3b-6d3a288c03a6,churn,0.34860155,1,churn,-0.054590999992838,-0.002744088757845,-0.0243450929165692,0.0357896774101209,0.0844842342894571,0.0830140586594461,0.0146213205032927,0.0797447403956994,Female,35,No,No,Retired,Suburban,College,1671429600
1,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a6d872a3-3f06-4cf4-b9e2-c472bf030a26,churn,0.9399784,1,churn,0.20670441541562,-0.003067231676141,0.0274159559100826,-0.0099894211653827,0.0842747750598391,0.175565121485561,0.117985453775855,0.132084776537886,Male,66,No,Yes,Disabled,Rural,High School or Below,1671429600
48,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<80hrs,Active,6d71ed46-68af-4628-a253-7b72246e8bd3,no_churn,0.26543343,0,no_churn,0.0393735938527879,-0.0012172023930088,0.0067735690700465,0.0305013404819146,0.129901830569688,0.0534540623611792,0.133700645694071,0.09848601886908,Female,78,No,Yes,Employed,Urban,Bachelor,1671429600
46,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,fabed58b-22ec-4a5c-9162-0d1d3e54bda1,no_churn,0.25207454,0,no_churn,-0.128532795045176,-0.0063290021427019,0.0003614997015574,-0.0195587902132319,0.0230575592410241,-0.107764792599301,-0.0330208004282394,0.0527609695412138,Male,50,Yes,Yes,Unemployed,Suburban,Bachelor,1671429600
50,Yes,Yes,Low Speed,Web_Chat_Support,Two year,<50hrs,Active,5a669fec-f55e-4f49-ad7c-bbce4560c99c,no_churn,0.11357162,0,no_churn,-0.0846387241160482,-0.0011804664921874,0.0032670300231256,-0.0258491392443465,-0.0171768113005055,-0.155713984605118,0.0203599414750533,0.0519060045094192,Female,78,No,Yes,Employed,Suburban,Bachelor,1671429600
36,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,c75e5c47-6ae4-4bcb-9e68-9c740eca39f5,churn,0.5576168,1,churn,-0.184636017973653,-0.0048506505044497,0.0604291979247409,-0.115021869412931,0.0123352785273527,0.0803027885262781,0.0429755230523187,0.018772933201435,Female,63,Yes,Yes,Unemployed,Rural,High School or Below,1671429600
13,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,0b4ffe5c-95be-48eb-9ff8-2c38bce2fe1f,churn,0.6964809,1,churn,0.115684097684025,-0.0028660380943256,0.0959160857958158,-0.0072996381394295,0.160370386829891,0.137686693250998,0.0942153518124541,0.113933587586635,Male,44,Yes,Yes,Employed,Suburban,High School or Below,1671429600
71,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,220fe8dc-e2c3-400b-8f86-b1b4facedd3d,no_churn,0.07756982,0,no_churn,-0.156268177557067,-0.0031380412826365,0.0098845814099513,0.0001255019781001,0.0207167719991594,-0.144702733653457,-0.0089065509654119,0.04994539469777,Male,21,No,Yes,Unemployed,Suburban,Bachelor,1671429600
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,1f4f196c-c11f-4f3a-bee8-08dc46dbde3e,no_churn,0.017423593,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Female,42,Yes,Yes,Employed,Rural,High School or Below,1671429600
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7f74db6b-1bba-4ccd-9520-8bee0a12b2e1,churn,0.73507595,1,churn,0.235255003370965,-0.0023770807496475,-0.0493925587612102,0.129346825355442,0.0393537944316176,0.12634812666859,0.0292696369049281,0.0559918953305987,Male,50,Yes,No,Unemployed,Suburban,Master,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,98bebffe-42b6-4d7d-ae55-b9a77bc28146,churn,0.78517383,1,churn,0.102516282007655,-0.0045641832204819,0.0199027771025066,-0.0147321386875592,0.0819065777757714,0.119982260856877,0.0586023526894041,0.0079562480588538,Male,77,No,No,Employed,Suburban,High School or Below,1671429600
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6f83d6f2-fd9e-4161-8ffc-3dc869b79724,no_churn,0.23173642,0,no_churn,-0.122912091422768,-0.0048530845034247,0.0915134765218817,0.0932375593001279,0.0734966665675165,0.0574936843157547,0.0263356084110273,0.0613287055014552,Male,69,No,No,Employed,Suburban,Master,1671429600
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,63c10201-980e-4781-a965-d55e15006d67,no_churn,0.5058223,0,no_churn,0.0095012010558548,-0.0030634006636864,0.131314836850788,0.0151716620834849,0.0868894217181423,0.0674945485943408,0.0959733806509211,0.0831594519479222,Female,39,No,No,Unemployed,Suburban,College,1671429600
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,cfe3beb2-6596-4fd8-8e57-0ced588fdcef,churn,0.64566314,1,churn,0.0470100274285323,-0.0029281533259927,0.130930497357613,0.12032130613452,0.048330442076658,0.134388222664202,0.170544758552342,0.062376760126117,Male,62,No,No,Employed,Suburban,College,1671429600
58,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b90af42c-8218-4637-a718-c4fea04fafbb,no_churn,0.5297873,0,no_churn,-0.0140542011712386,-0.0027206849606909,0.135951279755986,0.119320241865421,0.128005337342302,0.089561540092659,0.143154312387524,0.131756038165131,Female,41,No,No,Employed,Suburban,Bachelor,1671429600
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,92bdd029-630d-4e7a-a5b5-004f10ad9297,no_churn,0.6792346,0,no_churn,0.0714930276607356,-0.0046434856797714,0.08510857051534,-0.0072279543529657,0.0902102563634434,0.0927963243116482,0.0609819416389109,0.0621129201513667,Female,22,Yes,No,Employed,Suburban,College,1671429600
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,172b6229-f6ad-4940-a341-8f928fc18c25,no_churn,0.4400433,0,no_churn,-0.108361548588764,-0.003539764138095,0.0468466001501201,-0.0297480183192328,-0.0165190712587536,0.0741250655570184,-0.0406756197683716,0.0329977210199831,Female,71,No,No,Medical Leave,Rural,High School or Below,1671429600
60,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,d847ad94-5a33-4ff5-8034-675e39a7902d,no_churn,0.20602389,0,no_churn,-0.0198302368756958,-0.0014752438490904,0.0148279104937864,-0.0239788570913151,0.0153698682023241,-0.0619317356500141,0.0569489917626742,0.0020431568376079,Female,62,Yes,Yes,Employed,Suburban,College,1671429600
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f2368668-e750-45db-a4a6-7f19526716b1,churn,0.60841686,1,churn,-0.190409723667326,-0.002409510586076,0.0427834312082177,-0.0608867118586022,0.0057910084060677,0.0482652256127403,-0.0561196896441924,-0.0431830387752052,Male,40,No,Yes,Employed,Suburban,Bachelor,1671429600
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,bdc2f2f3-4db9-418b-b272-08af2cda1b0e,churn,0.24827996,0,no_churn,-0.2087968170981,-0.0038016169505681,-0.0004207340907851,0.0063383639416861,0.0407260466900515,0.0171491605972642,-0.015151596438427,0.0249310424228133,Female,63,No,No,Employed,Urban,Bachelor,1671429600
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,dd6aa193-4f06-4e75-9ed9-194b0be689b1,churn,0.6451988,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Female,75,No,No,Employed,Suburban,Bachelor,1671429600
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1a97946b-610f-469d-8622-0bf1dd1fe386,no_churn,0.24591963,0,no_churn,-0.190409723667326,-0.002409510586076,0.0427834312082177,-0.0608867118586022,0.0057910084060677,0.0482652256127403,-0.0561196896441924,-0.0431830387752052,Female,69,No,Yes,Employed,Urban,High School or Below,1671429600
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8caf6fd1-b273-4566-b93e-71003b7abd74,no_churn,0.6917503,0,no_churn,-0.170431171718647,-0.0049727713903666,0.0842815571314986,-0.0791761001927443,0.0041664800705802,0.0118615350507116,0.0068605841599674,-0.0199495970040879,Female,44,Yes,No,Employed,Suburban,Bachelor,1671429600
45,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,e3e08048-972b-4199-9f42-bfd51f806fdc,no_churn,0.2868123,0,no_churn,-0.169020064701717,-0.0020021433816873,0.0365673452687497,-0.0193547691750973,-0.012489977084233,-0.0679713225561135,0.0440916084500167,0.0496055526093186,Male,63,No,No,Unemployed,Suburban,Master,1671429600
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8d4ee1ba-5571-40a9-822b-fe61f00780bb,churn,0.4669607,1,churn,0.057216750351672,-0.0015180011237316,0.0354909538137235,0.043710450877279,0.0391562347748913,0.142080363790901,0.112565437296771,0.0558430949025932,Male,45,No,No,Employed,Suburban,College,1671429600
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b4f88ab4-fe74-49dc-998f-824bb16db5f3,no_churn,0.4801552,0,no_churn,-0.102232889582756,-0.0052279942693894,0.0882485230270594,0.0683911509801146,0.046942409517851,0.0856544614843187,-0.003465160893902,0.0247070062762213,Male,39,Yes,No,Disabled,Suburban,High School or Below,1671429600
43,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,08254f29-0dec-4000-baa5-02bceaf8bee2,no_churn,0.2702146,0,no_churn,-0.0909837087665346,-0.0020386755233084,-0.0283369360526103,-0.0034890557076323,-0.0600123255529251,-0.119182343296889,0.0075070519494329,0.0375098384221382,Male,80,Yes,Yes,Medical Leave,Suburban,Bachelor,1671429600
54,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,a22c6da2-22a8-4d2f-8457-121aadd8c48b,no_churn,0.20095786,0,no_churn,-0.0920033030266495,-0.0026712620144462,-0.120012823438665,-0.0513026290074412,0.015745737632551,-0.0702279999573147,0.0245429958808199,0.0369031314655876,Male,72,No,Yes,Employed,Suburban,Bachelor,1671429600
23,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f6d3589d-3fc8-4e6b-a42b-306ccee17a26,no_churn,0.30448323,0,no_churn,-0.0432343812191356,-0.0036593838023691,0.0397461359459885,0.0962872917520508,0.0802521754589543,0.110664556291194,0.201584230285098,0.0867618076174949,Female,39,No,Yes,Unemployed,Rural,High School or Below,1671429600
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b7489e54-314d-4291-a80c-912b67588233,no_churn,0.26920384,0,no_churn,-0.0139695582731383,-0.0018268339116502,0.0509667264551944,0.0370941225802516,0.124617630112525,0.107420559775487,0.232747288719038,0.103923921370133,Female,74,No,No,Employed,Suburban,Bachelor,1671429600
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,39da370c-6a94-41a2-abdd-a61a9a3ee768,churn,0.6074872,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Female,41,No,Yes,Employed,Suburban,Bachelor,1671429600
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,335d590f-98a1-440d-b104-1b439dca50b8,churn,0.53418434,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,70,No,Yes,Unemployed,Suburban,High School or Below,1671429600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,510b3284-bba5-42d8-932c-5136e7882d60,no_churn,0.34215274,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,51,No,Yes,Retired,Suburban,Master,1671429600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,36dd9ddc-1775-4435-9797-b35012b9b441,churn,0.7905351,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,76,No,No,Employed,Suburban,High School or Below,1671429600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8aa95281-4df9-46b2-9c12-b3bfe16519fa,no_churn,0.41021562,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,70,No,No,Unemployed,Suburban,College,1671429600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2a09b3d8-2956-4f45-be7c-58d8c8576224,no_churn,0.47077543,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,46,No,Yes,Unemployed,Suburban,Doctor,1671429600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f91b314d-5769-43d0-bf87-bdb297217e6f,churn,0.8522526,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,22,Yes,No,Employed,Urban,Bachelor,1671429600
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7a9853b2-e8c1-4faf-89ce-8a44d6934776,churn,0.36882788,1,churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,22,No,Yes,Employed,Suburban,High School or Below,1671429600
37,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,48937f46-45c8-4d7b-9619-91eab73efd11,no_churn,0.28254044,0,no_churn,-0.128372264404607,-0.0107114718337106,-0.0790015982426848,0.0706559510498118,-0.0503930750606196,0.052283698000283,-0.0104491140810023,-0.0080660512427857,Male,64,No,Yes,Disabled,Suburban,High School or Below,1671429600
50,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5ee500c-a27e-4465-ae54-a5d8386f2024,no_churn,0.2213027,0,no_churn,-0.0066585497038977,-0.0008130098671608,-0.0718743094865021,0.112656243458223,0.0839133090405812,0.0947402195979702,-0.0066407281624924,0.003150679102946,Male,72,Yes,No,Unemployed,Suburban,Bachelor,1671429600
53,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,be774a7e-a1e5-4af7-a8ee-c8bbf14a66b1,no_churn,0.15808064,0,no_churn,-0.0889630282454118,-0.0022332408475085,0.0846736323363256,0.0379397455103207,0.0849328479107134,0.0879569972844865,-0.0159976088241455,-0.0458354913866878,Male,65,No,Yes,Employed,Suburban,High School or Below,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d6357ff2-2452-4f74-a706-65bc4051aff2,churn,0.81812453,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,48,No,Yes,Employed,Suburban,Master,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,04bfa103-2ac9-4f2a-907f-9447ffc2e724,churn,0.7914249,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,77,Yes,No,Retired,Suburban,High School or Below,1671429600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5c77b6aa-ae3a-4dbf-addd-dcc2b6c485c3,no_churn,0.3543388,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,70,No,No,Employed,Suburban,High School or Below,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6610f551-efc3-44ec-8471-7838b8d12a11,churn,0.82230365,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,78,No,Yes,Employed,Suburban,Bachelor,1671429600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,af4a8a26-7c80-48e6-a07a-d110b83af18f,churn,0.8346008,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,77,No,Yes,Employed,Suburban,Bachelor,1671429600
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0afccaac-b83a-4c7b-93d1-50bf4d231d02,no_churn,0.5781459,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,45,No,No,Employed,Suburban,Master,1671429600
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,f2e73bbd-3792-4aa1-83af-e384ec12282e,no_churn,0.13138205,0,no_churn,-0.124174166654557,-0.0033027388457412,0.0079342640215054,0.0237041840710026,-0.0213093634161214,-0.10686649183257,-0.0152084505152924,-0.0298033885283257,Female,65,No,Yes,Unemployed,Suburban,College,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9b08dafe-f00a-43da-a943-2c359d90465d,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,36,No,No,Disabled,Suburban,College,1671429600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d54cbc0d-43e9-46d3-a9bb-9b9351dbfd58,no_churn,0.44173938,0,no_churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,24,Yes,Yes,Medical Leave,Rural,College,1671429600
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e31e05e-dd1b-4701-ba40-d31873429772,churn,0.5169348,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,38,Yes,Yes,Unemployed,Suburban,College,1671429600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,765e5b3b-c28a-4386-8d08-d930ab3b41f0,churn,0.72852033,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,59,No,No,Employed,Rural,Bachelor,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,243862f0-7906-4819-8f51-383a45ffd110,no_churn,0.8782551,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,65,Yes,No,Retired,Urban,College,1671429600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e6397aa7-280f-46f8-870b-5bb80f779b71,no_churn,0.26948392,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,68,No,Yes,Employed,Suburban,Bachelor,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ce79d8e-5b02-4408-82a2-38dcf515b8f4,churn,0.7705327,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,35,Yes,No,Retired,Suburban,Master,1671429600
58,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,629d5338-c8f4-42c7-9e5d-4529da24c435,no_churn,0.24837196,0,no_churn,-0.180108824166109,-0.0048976499310447,-0.0182472472340123,0.0398487330359057,0.0274402085079509,0.0424397938530819,-0.0214654847625206,-0.0240356783303104,Female,33,No,No,Disabled,Rural,College,1671429600
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,66a5ef01-f82b-4e8f-a037-d7ad4587e958,churn,0.39867923,1,churn,-0.0899472388734784,-0.0028897022199271,0.0601286459145467,0.11292714846908,0.0053760809149753,0.093744560875325,-0.0090210859208855,-0.0483844746139675,Male,27,No,Yes,Employed,Suburban,College,1671429600
68,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,d97fb48a-7274-434c-8576-ac4dec015c2a,no_churn,0.0195820999999999,0,no_churn,-0.108396058734079,-0.0029917560221474,0.0085565980637738,0.0322951074009415,-0.0080582151035378,-0.140239294639323,-0.0221862983250139,-0.0280062341703705,Female,67,No,Yes,Unemployed,Urban,College,1671429600
46,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,c9945b07-2fd1-4106-ba79-c5a3c9ee7bec,no_churn,0.10137325,0,no_churn,-0.116201770867119,-0.0076270780632148,-0.0112058186826652,-0.0010508825241595,-0.0057519214321655,-0.0835034295097193,-0.0220138205316288,-0.021671429497037,Male,71,No,Yes,Unemployed,Suburban,High School or Below,1671429600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,a90804a8-7d92-4e48-bd11-2ebdfe984c78,no_churn,0.004411112,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,58,Yes,No,Employed,Suburban,High School or Below,1671429600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ce9f942e-66f1-4c7d-9f95-996384108820,churn,0.8040309,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,51,No,No,Employed,Suburban,Bachelor,1671429600
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a9434780-0e6c-4b21-88bc-dd15209b6613,no_churn,0.56791246,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,78,No,Yes,Unemployed,Suburban,Master,1671429600
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a079d766-0ae0-4af4-a5cd-0c81c414c2cf,churn,0.48992696,1,churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,64,Yes,No,Unemployed,Suburban,High School or Below,1671429600
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c6137fce-c5fa-4f37-a308-a2299a7449af,no_churn,0.3127871,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,23,No,No,Employed,Urban,College,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7b2f39cb-48d1-48bc-a751-c7a60d23eaad,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,67,No,Yes,Unemployed,Suburban,Bachelor,1671429600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ccbb5c3b-a846-4a71-88a8-df7e86dcaf51,churn,0.76176053,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,46,Yes,Yes,Unemployed,Suburban,Master,1671429600
56,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,ff4ad1d9-dd04-4276-87c2-2335d5de568a,no_churn,0.013354369,0,no_churn,-0.0240590430552219,-0.0040961914932631,-0.0227626326911558,-0.0275644381341408,-0.081804101291691,-0.0663625147378479,-0.0203377585185808,-0.0220394728243627,Female,50,No,No,Unemployed,Suburban,Bachelor,1671429600
55,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,dc6eebd7-f13e-4710-99c0-4b9d3225fe5e,no_churn,0.047219682,0,no_churn,-0.0535849471121764,-0.0037872712658645,0.0018565422542269,-0.0306081617633662,-0.0539777669904015,-0.0743806882588614,-0.0275700552461057,-0.0269738050483283,Female,64,Yes,Yes,Unemployed,Urban,College,1671429600
11,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,f94efdb7-143c-41c8-b1ae-39d4a20e3d27,no_churn,0.028962828,0,no_churn,-0.0095578135533287,-0.0117683726590075,-0.0189013674103444,-0.0262312970829407,-0.0436069361736918,-0.0784236429189968,-0.027838791271406,-0.0326979297818434,Male,39,No,No,Unemployed,Suburban,Bachelor,1671429600
23,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,039f8c7c-07c4-4e80-9d24-e6619cb94ccc,no_churn,0.029614976,0,no_churn,-0.0917206970352344,-0.0041321210639762,-0.0160086030155798,-0.0245363469688709,0.0075627820545196,-0.0590363818093464,-0.0300893721021384,-0.0510654125756082,Female,35,No,No,Employed,Suburban,High School or Below,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,65d8d2a6-2164-4165-be75-d830e53a2bf6,churn,0.7705327,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,57,No,Yes,Disabled,Suburban,College,1671429600
54,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,b8400ce9-da91-4b6a-932f-c8423c4df27f,no_churn,0.0292078479999999,0,no_churn,0.0153389508162945,-0.0049936849657933,-0.0319614829374586,0.0109408095702929,0.0453635731566828,-0.14165275238096,-0.0341309654211727,-0.0479305976424257,Female,21,No,No,Unemployed,Suburban,High School or Below,1671429600
44,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,b80746fc-5138-4e86-95c0-b9b7f9e589ae,no_churn,0.05636644,0,no_churn,-0.0914037751627438,-0.0077623064277941,-0.0168643755778794,-0.0401085364248138,0.0031896354521086,-0.0638105539795651,-0.0248577481230495,-0.0274084925129136,Male,64,Yes,No,Unemployed,Suburban,College,1671429600
55,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,de66b13d-cf32-46d2-aebd-71b9f116cca5,no_churn,0.04419335,0,no_churn,0.0055644239206867,-0.0055492844643595,-0.0181265328536665,0.0160980748964811,0.0424742995709857,-0.128755857490396,-0.0416750231473452,-0.0490562505270645,Male,21,No,No,Employed,Urban,Bachelor,1671429600
51,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,4e23701f-2374-4393-94fc-4d68429a52cf,no_churn,0.12913935,0,no_churn,-0.092565942599731,0.0216742507351955,0.0080572409206888,-0.0050238776629112,0.0159696645986559,-0.102681350325065,-0.0184151947409827,0.0272923942678426,Female,35,No,Yes,Employed,Suburban,Bachelor,1671429600
8,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6a48083b-9a41-4c38-b4f6-0e6696b41afd,no_churn,0.17856932,0,no_churn,0.0840885075336154,0.156134750174351,0.0534663258144178,0.113068103493792,-0.0460248428883232,0.0941129649378467,0.00431305213217,0.0118149969289515,Female,57,No,Yes,Unemployed,Suburban,High School or Below,1671429600
46,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,a2ceb141-83ef-4d59-a791-39b353a67b44,no_churn,0.10137325,0,no_churn,-0.116201770867119,-0.0076270780632148,-0.0112058186826652,-0.0010508825241595,-0.0057519214321655,-0.0835034295097193,-0.0220138205316288,-0.021671429497037,Male,30,No,No,Employed,Suburban,Bachelor,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,fb6c7bb5-72ad-4372-bf45-d4e195091ee6,no_churn,0.022615215,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Male,39,No,No,Employed,Rural,Bachelor,1671429600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4dcb1e79-1179-4147-9b2f-a9a7c10e3e53,no_churn,0.47077543,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,39,No,No,Unemployed,Suburban,College,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7e42e322-34c8-4b06-aee2-0c4ec24d75d2,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,38,Yes,Yes,Employed,Suburban,Bachelor,1671429600
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9b1732f5-40bd-4b0d-9f7a-590f24d99327,churn,0.6451988,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Male,44,No,No,Retired,Suburban,College,1671429600
14,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,9f178319-52b0-47a0-84b1-507d2e39d9dc,no_churn,0.03551388,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Female,74,No,No,Employed,Suburban,Master,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,d606379a-3840-424c-8a72-60dacd11b47c,no_churn,0.0044663079999999,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,46,No,Yes,Employed,Urban,High School or Below,1671429600
70,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,cb72efe5-d5d3-419f-956b-485de61700fe,no_churn,0.012462417,0,no_churn,-0.0983822240433073,0.0084329907923438,-0.0013424315409793,-0.0125785978968769,0.0014664875862126,-0.130033492100374,-0.0152594351632842,-0.0213294511618778,Female,70,No,No,Employed,Suburban,High School or Below,1671429600
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,95c6034c-c6b7-4e1a-a118-3e1e60bbf259,no_churn,0.12694511,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,72,Yes,Yes,Unemployed,Suburban,Bachelor,1671429600
7,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,cdf276ee-7e24-4f9a-b54d-eb1df70e3a16,no_churn,0.28592932,0,no_churn,0.245917344899781,0.0012738797482597,0.0693367694646804,0.0951633929661511,0.146562228006187,0.0966132054862555,-0.0128702748024397,-0.0410226913213091,Female,78,No,Yes,Employed,Suburban,College,1671429600
4,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ccf85c3e-fe74-402c-829a-f3d536929cd4,no_churn,0.33439955,0,no_churn,0.0787543942860656,-0.0112426136399517,-0.0378800518101707,-0.109607622335479,-0.130874069052597,0.0642111513366853,-0.0342703460118536,-0.0244275985938293,Male,51,No,No,Employed,Suburban,College,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,6789b8a7-7cbf-4ede-8d08-69959ed97f9d,no_churn,0.0055301822999999,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,55,Yes,Yes,Unemployed,Rural,College,1671429600
34,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,a4523eab-fadf-41a5-8494-3177af82f33b,no_churn,0.4405178,0,no_churn,-0.117925090564736,-0.0046922806805832,-0.0760650078816524,0.0710570704234487,-0.0885505795491235,0.0459238385960407,-0.0163222572533049,-0.007285176084033,Female,71,Yes,No,Employed,Suburban,High School or Below,1671429600
32,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,94aed45f-b9f8-4190-8dae-e9aece40f107,no_churn,0.06697829,0,no_churn,0.03153051044339,-0.0032135182176898,0.0274594541520218,-0.0973825220333765,0.0250400045775586,-0.0650063030325782,-0.0232346390762268,-0.0542191376951632,Female,54,No,No,Employed,Suburban,High School or Below,1671429600
55,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,00750926-6c5b-4b93-bb23-628a123a1b33,no_churn,0.047219682,0,no_churn,-0.0535849471121764,-0.0037872712658645,0.0018565422542269,-0.0306081617633662,-0.0539777669904015,-0.0743806882588614,-0.0275700552461057,-0.0269738050483283,Male,64,No,No,Disabled,Urban,Bachelor,1671429600
30,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,132a1fb1-8fe4-44aa-89c7-ac412892371e,no_churn,0.2321236,0,no_churn,-0.0003346603687123,-0.0094478286622688,-0.0836660625436161,0.0617156462391358,-0.0123343546714704,0.0847422506595967,-0.0208397642012823,-0.0063534370095203,Female,23,Yes,No,Employed,Suburban,College,1671429600
41,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,d09b4bac-25c3-48f3-aa97-5effa0a10399,churn,0.26866665,1,churn,-0.0935940105125246,-0.0022009462221649,0.0043674425612607,0.0138757358984639,-0.0418712737098576,-0.175976557753911,-0.0131564632727622,0.0395299199275177,Male,56,Yes,No,Medical Leave,Rural,College,1671429600
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9efd36ac-7282-48f3-952c-49dc295cb9f8,no_churn,0.21878311,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Male,78,No,No,Employed,Suburban,High School or Below,1671429600
29,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,09497403-99dc-4678-9536-dd54a8974bee,no_churn,0.01847755,0,no_churn,-0.0597067392723693,-0.0044944050712001,-0.0177956081321553,-0.041808878912052,-0.0237621022360326,-0.0783827614672009,-0.0198741564058582,-0.0232015016472087,Male,34,No,No,Disabled,Suburban,Bachelor,1671429600
50,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7149e04a-1dbd-4469-a7e6-7665ea395fce,no_churn,0.2213027,0,no_churn,-0.0066585497038977,-0.0008130098671608,-0.0718743094865021,0.112656243458223,0.0839133090405812,0.0947402195979702,-0.0066407281624924,0.003150679102946,Male,71,No,Yes,Unemployed,Urban,High School or Below,1671429600
24,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ca7e7b6e-c2c0-4458-b48b-c2acf96a65cf,no_churn,0.31753615,0,no_churn,-0.145868010406089,-0.0058874439746523,0.0369242900801964,0.0584076027577157,-0.115984698937787,0.0453036660091083,-0.0427871325855085,-0.0344677576555022,Male,55,No,Yes,Employed,Urban,Bachelor,1671429600
23,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7d516276-9640-46d1-834e-3da436463207,no_churn,0.41573527,0,no_churn,-0.224539650495444,-0.0068031482111837,-0.103079066880091,-0.022574911022184,0.0577672172940947,0.0018367167173892,0.0121993559559268,0.0511673332387727,Male,41,No,Yes,Employed,Suburban,College,1671429600
66,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,cbaea33d-93aa-41ba-a422-c10011140e37,churn,0.34860155,1,churn,-0.054590999992838,-0.002744088757845,-0.0243450929165692,0.0357896774101209,0.0844842342894571,0.0830140586594461,0.0146213205032927,0.0797447403956994,Male,47,No,Yes,Retired,Suburban,Doctor,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f56faa89-caed-484c-952a-35daccf4c0c4,churn,0.82230365,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,27,No,Yes,Employed,Rural,College,1671429600
40,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6f348f69-4847-451a-8b1b-5f96b1f0c9ff,no_churn,0.03645775,0,no_churn,-0.10410368775033,-0.0210871119605508,-0.0729490786514088,-0.0578777272643219,0.0050819841652173,0.0475902919242889,-0.026279893895753,-0.0274009260278216,Male,36,No,Yes,Employed,Rural,High School or Below,1671429600
71,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,20e88eed-91b3-4988-b968-7b3b20888d67,no_churn,0.07756982,0,no_churn,-0.156268177557067,-0.0031380412826365,0.0098845814099513,0.0001255019781001,0.0207167719991594,-0.144702733653457,-0.0089065509654119,0.04994539469777,Male,25,No,No,Unemployed,Suburban,Master,1671429600
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4a106fea-6a3a-4fa9-a7d2-15643794e088,churn,0.5169348,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,33,No,No,Unemployed,Suburban,Master,1671429600
48,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,9c46b158-f637-4cb9-b574-04ebecb39078,no_churn,0.008676273,0,no_churn,-0.0405462306868048,-0.003567663296817,-0.007431285793682,-0.0331863976556815,-0.0184474686049361,-0.12262733371168,-0.0109828343270601,-0.0122369365417944,Male,37,No,No,Employed,Suburban,College,1671429600
43,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,eebb309b-379e-4e50-8fe8-73836701c5f5,churn,0.4510311,1,churn,-0.170770285506687,-0.0036675660330001,-0.0066498459350259,-0.141806846568834,0.011502655636832,0.044396454394664,0.0258173394834921,0.052151941459706,Female,78,Yes,Yes,Retired,Suburban,Bachelor,1671429600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa9a0440-2740-4d64-8561-97ccc6da1ec2,no_churn,0.26948392,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,78,Yes,Yes,Unemployed,Suburban,Bachelor,1671429600
1,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,bb1f099a-282b-4b42-9754-d71475f5e19b,no_churn,0.9399784,1,churn,0.20670441541562,-0.003067231676141,0.0274159559100826,-0.0099894211653827,0.0842747750598391,0.175565121485561,0.117985453775855,0.132084776537886,Female,24,No,Yes,Employed,Suburban,College,1671429600
28,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,aedab318-846c-4b19-8f49-dd14104c35cd,no_churn,0.06349321,0,no_churn,-0.0847903433022656,-0.0039831563077495,-0.0217583152512452,0.0356417318857165,-0.0012836585328841,-0.141274147454815,-0.0236693266096153,-0.0279089357661541,Female,78,No,No,Employed,Suburban,Doctor,1671429600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,3420a259-70f7-4836-8d5e-13eadc4f0cbf,no_churn,0.011941121,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Male,27,No,Yes,Medical Leave,Rural,College,1671429600
1,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,98471e15-f5ec-40c2-8438-015ecd6dd758,churn,0.9399784,1,churn,0.20670441541562,-0.003067231676141,0.0274159559100826,-0.0099894211653827,0.0842747750598391,0.175565121485561,0.117985453775855,0.132084776537886,Female,23,No,No,Medical Leave,Rural,Bachelor,1671429600
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d893225e-cf85-4c96-b426-1bbc9d98b7ed,no_churn,0.12673257,0,no_churn,-0.0521925794888557,-0.0099281934980717,-0.0222958712387116,-0.108020845381943,0.0169476634673083,0.0470759123501557,-0.0659991354084195,-0.0746131042189517,Female,46,No,No,Unemployed,Suburban,Bachelor,1671429600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2d3612e3-1d22-4402-9103-cb84e69fad56,churn,0.56424326,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,73,No,Yes,Unemployed,Rural,Bachelor,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0870b754-0ef9-4687-8a85-cd312fb1322a,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,28,Yes,Yes,Employed,Suburban,College,1671429600
21,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f6ce9a95-9447-400d-a8b2-3cd5b79f5ea0,no_churn,0.041798852,0,no_churn,0.0753693780630874,-0.0026959924819448,0.0616557177628646,0.0323400359552306,0.0093034353326629,0.0857467323267155,-0.0042168445036622,-0.0108619422161336,Male,40,No,Yes,Employed,Rural,College,1671429600
29,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,0883a209-e09f-4575-94df-a04350406665,no_churn,0.0159182569999999,0,no_churn,-0.0165544840138773,-0.0065242885920815,-0.0058640404111429,-0.0023333701606134,0.0221243040540594,-0.167345563551808,-0.0358368761618294,-0.0366918333484864,Male,28,No,Yes,Unemployed,Suburban,High School or Below,1671429600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a3201fab-1c0e-4f29-a3ff-1d290beed861,no_churn,0.4515207,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,65,No,Yes,Unemployed,Rural,College,1671429600
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,63ef7233-3c2d-487b-a014-453453fce0f4,no_churn,0.24591963,0,no_churn,-0.190409723667326,-0.002409510586076,0.0427834312082177,-0.0608867118586022,0.0057910084060677,0.0482652256127403,-0.0561196896441924,-0.0431830387752052,Male,76,No,No,Medical Leave,Suburban,Bachelor,1671429600
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,650d10e9-6ca6-43b0-a615-04d7ce0381e5,no_churn,0.03466248,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Male,71,Yes,No,Employed,Rural,Bachelor,1671429600
32,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,274da6d1-02cd-4fd5-a04d-6b6d1466fee8,no_churn,0.17099905,0,no_churn,0.0081979061774245,-0.0090289893865065,-0.055410007503342,0.128346081455729,-0.0121950187425363,0.077607573750588,-0.0203933209115348,-0.0067733860556381,Female,67,No,No,Employed,Suburban,Bachelor,1671429600
56,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,e37aebba-4c54-4a09-8d9d-d4b9023fa733,churn,0.32903415,1,churn,-0.0341288761059968,0.0003436381556093,0.0550171462597973,0.0858729400109223,0.0789591771187224,0.0160272639718914,0.0120193526056755,0.0344584554699213,Male,25,No,Yes,Employed,Suburban,Master,1671429600
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d61b6ac3-f5a4-415c-b916-6644cdd7b9a2,churn,0.7334437,1,churn,-0.0274669915194817,-0.0024352154456937,0.0887459324544715,0.0636728920190444,0.0823343766937796,0.093103746277502,0.0767620284003896,0.0562570881770625,Male,38,Yes,No,Employed,Suburban,High School or Below,1671429600
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,1f86de84-6404-44ed-b126-dabf7fa66a2d,no_churn,0.28604367,0,no_churn,0.009829076837932,-0.0066261659893643,-0.0814784273670193,-0.0674418584683189,-0.184662115658093,0.0393754400223224,0.0003097140293903,0.0316681826364947,Male,38,No,Yes,Employed,Suburban,High School or Below,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,baf8edb7-0245-403f-95ad-d9e7e64cd62d,no_churn,0.0044663079999999,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,33,No,Yes,Employed,Urban,College,1671429600
63,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,393b4e61-42a9-4a10-890e-2fa093ac4528,no_churn,0.037983328,0,no_churn,-0.0565247335010008,-0.0028671836308876,0.0001638047069263,-0.0281234794826195,0.0088117120858805,-0.0918394105788411,-0.0358784556796581,-0.0627684059622424,Male,32,Yes,Yes,Unemployed,Urban,High School or Below,1671429600
54,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,06e47335-969e-486e-bcd5-0e16fb9cca6d,no_churn,0.20095786,0,no_churn,-0.0920033030266495,-0.0026712620144462,-0.120012823438665,-0.0513026290074412,0.015745737632551,-0.0702279999573147,0.0245429958808199,0.0369031314655876,Female,70,No,No,Employed,Urban,Bachelor,1671429600
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3ea2ce5-5d95-4de9-abce-9faa490f7d0c,no_churn,0.5781459,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,71,No,No,Unemployed,Suburban,Master,1671429600
34,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,65fdb6bc-76be-43cb-98fe-2e91488c5f42,no_churn,0.4405178,0,no_churn,-0.117925090564736,-0.0046922806805832,-0.0760650078816524,0.0710570704234487,-0.0885505795491235,0.0459238385960407,-0.0163222572533049,-0.007285176084033,Male,74,No,No,Employed,Suburban,Bachelor,1671429600
47,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8c172dbf-edaf-4e0e-af15-691d4dea62ac,no_churn,0.13461073,0,no_churn,-0.0849018926632015,-0.0152835073687492,0.0082421892317779,-0.077615941561844,-0.0408057404164492,0.03765134326115,-0.0230868729670237,-0.039892396145442,Male,76,Yes,Yes,Employed,Suburban,Bachelor,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,14518741-c957-48a2-a222-056c74b80d33,no_churn,0.0055301822999999,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,48,No,No,Employed,Urban,College,1671429600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb9e94f5-1b72-4608-ad7e-b5bd753d0206,no_churn,0.34215274,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,64,No,No,Employed,Suburban,High School or Below,1671429600
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,082d03db-27dd-4aa3-bfff-3a29c1f09b85,no_churn,0.5781459,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,77,No,No,Employed,Rural,High School or Below,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a0619dc5-0897-497c-9ffa-b56f19d0f4b8,churn,0.7914249,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,22,Yes,Yes,Unemployed,Suburban,High School or Below,1671429600
63,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,f8ebcdfe-754a-4978-b018-7045d8e2884d,no_churn,0.0153782814999999,0,no_churn,-0.0940189254377583,-0.0019641659714034,-0.0108488897880124,0.0058620773164511,0.0494565673845681,-0.126420244265782,0.0570842485082539,0.0451565173122071,Female,47,No,No,Medical Leave,Suburban,Bachelor,1671429600
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,da861e5b-4f05-4d0b-aa97-aac5939e8223,no_churn,0.017423593,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Female,50,No,No,Employed,Rural,Bachelor,1671429600
59,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,0e41e05f-c64e-4fd0-b72a-5b00c229d497,no_churn,0.01484241,0,no_churn,-0.0584456476579544,-0.0038402450483772,-0.0151784268997926,-0.0262423842542739,-0.0284337161468374,-0.106610063236403,-0.0154740100776598,-0.0148016591227406,Female,38,No,Yes,Employed,Urban,College,1671429600
56,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,b8e65ac5-d593-4ebd-bd13-4b555835bc5c,no_churn,0.013354369,0,no_churn,-0.0240590430552219,-0.0040961914932631,-0.0227626326911558,-0.0275644381341408,-0.081804101291691,-0.0663625147378479,-0.0203377585185808,-0.0220394728243627,Male,52,No,Yes,Unemployed,Suburban,High School or Below,1671429600
30,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,163699b9-8330-4f43-a438-b269922d87f4,no_churn,0.2321236,0,no_churn,-0.0003346603687123,-0.0094478286622688,-0.0836660625436161,0.0617156462391358,-0.0123343546714704,0.0847422506595967,-0.0208397642012823,-0.0063534370095203,Male,49,Yes,No,Employed,Suburban,High School or Below,1671429600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ef277203-5e02-48ce-9a09-a50a7fb7e69c,churn,0.46034625,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,57,Yes,No,Employed,Suburban,College,1671429600
51,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,01e0f096-3435-49f1-8052-be8bcebc9859,no_churn,0.12913935,0,no_churn,-0.092565942599731,0.0216742507351955,0.0080572409206888,-0.0050238776629112,0.0159696645986559,-0.102681350325065,-0.0184151947409827,0.0272923942678426,Female,48,No,Yes,Employed,Suburban,Bachelor,1671429600
65,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f768ccc8-5d5e-4099-9fc1-b6ce654cf8cf,no_churn,0.13676307,0,no_churn,-0.0836854155212267,-0.0019288763905569,0.0365948744708885,0.0412335640103037,0.0927497590004168,0.057054706324393,0.0381932548785698,0.080761982730055,Female,42,No,Yes,Employed,Suburban,College,1671429600
68,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,9f328700-362b-4d28-a821-d7f97682bc46,no_churn,0.0195820999999999,0,no_churn,-0.108396058734079,-0.0029917560221474,0.0085565980637738,0.0322951074009415,-0.0080582151035378,-0.140239294639323,-0.0221862983250139,-0.0280062341703705,Female,51,No,No,Employed,Suburban,Bachelor,1671429600
63,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,dcb42ca9-24eb-4bf4-8700-85e202566d05,no_churn,0.08782512,0,no_churn,-0.0748671398423084,-0.0605437780254033,-0.0059473835896824,-0.005492279373293,-0.0433559200141144,-0.112249985719591,0.0184639136198302,0.0249664200508414,Female,65,No,Yes,Disabled,Suburban,High School or Below,1671429600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c37ba6a2-b8b7-46a5-9564-036e4761ff61,no_churn,0.4515207,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,35,No,Yes,Unemployed,Rural,Bachelor,1671429600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ed4868e0-7716-488e-84a5-ed6a8c9f08f3,churn,0.76176053,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,48,No,Yes,Employed,Suburban,College,1671429600
33,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,9fb91e03-340b-4ef0-840e-fe94667bc5a8,no_churn,0.0067113764,0,no_churn,-0.0199513657987699,-0.0031205455509007,-0.0758561200113945,-0.0425984278609939,0.0244213866175596,-0.0875363336442933,-0.0277397838798242,-0.0366449624603592,Male,22,No,No,Unemployed,Suburban,College,1671429600
54,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,41f40b08-bb86-464c-b997-f44ee6373e04,no_churn,0.0292078479999999,0,no_churn,0.0153389508162945,-0.0049936849657933,-0.0319614829374586,0.0109408095702929,0.0453635731566828,-0.14165275238096,-0.0341309654211727,-0.0479305976424257,Female,26,Yes,Yes,Employed,Suburban,High School or Below,1671429600
48,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,87f09736-2c19-4734-9eda-7c4fed7b75b9,no_churn,0.008948195,0,no_churn,-0.0529541368582158,-0.0033905407300517,0.0051140390004911,-0.0345253548162327,-0.0431506683786938,-0.113751314444871,-0.0129281097041712,-0.0134400673898016,Male,80,No,No,Unemployed,Suburban,Master,1671429600
26,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,48ebac5a-f280-45b5-a5fa-57e0b6fb9f18,no_churn,0.27365363,0,no_churn,-0.156466474737581,0.0117122070516597,-0.0735896051721283,-0.0381908150900108,0.0144344526041732,0.0538005270568373,0.031240497245526,0.0446997260053649,Female,38,No,Yes,Employed,Suburban,High School or Below,1671429600
55,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,894a4639-384e-46a9-9233-43d1104497cc,churn,0.0221210229999999,0,no_churn,-0.0716915520798102,-0.0031036694229442,0.0144698728061121,-0.0133961921661102,-0.0667176545797519,-0.185554274704446,0.0202691227386458,0.0366981936501542,Female,45,No,No,Unemployed,Suburban,College,1671429600
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,197ad01c-d089-4045-9783-d8e660cef44c,churn,0.4669607,1,churn,0.057216750351672,-0.0015180011237316,0.0354909538137235,0.043710450877279,0.0391562347748913,0.142080363790901,0.112565437296771,0.0558430949025932,Female,44,Yes,No,Unemployed,Suburban,Bachelor,1671429600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bdf6e950-cdf4-47e7-965f-c2108ebd1447,no_churn,0.17660703,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,39,Yes,No,Unemployed,Rural,Bachelor,1671429600
12,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,4b2b1249-bd2f-431b-9e44-03c157efb39f,no_churn,0.17936118,1,churn,0.0558864033584268,-0.0074574468040736,0.0035013234878533,-0.0445841468381877,-0.0095118466829808,-0.0621565254435609,-0.0207441815288802,-0.0327075612441694,Female,46,No,No,Medical Leave,Rural,College,1671429600
12,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ade61117-37d2-4ef0-8fdc-657facdb01d2,no_churn,0.26557505,0,no_churn,0.0286088479188947,-0.0039032958762436,-0.0195012109366507,0.0066856687138533,0.0127934228243793,0.0646439106557681,-0.0192901917974632,-0.0178490123697702,Female,28,No,No,Employed,Suburban,College,1671429600
50,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4aae47bb-dc5d-4603-beac-e042e795fe27,no_churn,0.2213027,0,no_churn,-0.0066585497038977,-0.0008130098671608,-0.0718743094865021,0.112656243458223,0.0839133090405812,0.0947402195979702,-0.0066407281624924,0.003150679102946,Female,73,No,Yes,Employed,Suburban,College,1671429600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4126990b-5799-4895-892c-7a375a9b612b,churn,0.55356205,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,77,Yes,No,Unemployed,Rural,College,1671429600
48,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,009d34eb-ff3c-4b29-bfcb-673c29c314d3,no_churn,0.008676273,0,no_churn,-0.0405462306868048,-0.003567663296817,-0.007431285793682,-0.0331863976556815,-0.0184474686049361,-0.12262733371168,-0.0109828343270601,-0.0122369365417944,Female,24,No,No,Employed,Suburban,College,1671429600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a3683827-b06b-499f-a8e8-ebb4bbc28d06,no_churn,0.26948392,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,35,No,No,Employed,Urban,Master,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,1f354196-fd57-4810-86ec-33236394f78c,no_churn,0.0044663079999999,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,50,No,Yes,Unemployed,Suburban,College,1671429600
34,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,eb6082ff-7ffa-4eb6-ad9a-80e25e545035,no_churn,0.025634857,0,no_churn,-0.0419194827916453,-0.0038041795562821,-0.0392141437591362,-0.0463940873190404,-0.0368480751510742,-0.0616363878792617,-0.0164967436894585,-0.0227130530820886,Female,74,No,No,Employed,Suburban,College,1671429600
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0f4c416d-0174-458f-9802-c1d05b491dab,no_churn,0.6917503,0,no_churn,-0.170431171718647,-0.0049727713903666,0.0842815571314986,-0.0791761001927443,0.0041664800705802,0.0118615350507116,0.0068605841599674,-0.0199495970040879,Male,40,No,Yes,Employed,Suburban,Bachelor,1671429600
15,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,f43d05e1-4f17-46f8-8b00-e422aaccd1e2,no_churn,0.045198075,0,no_churn,0.0296104713567638,-0.0051575634690743,-0.0404288642588289,-0.0137839358046585,0.020824073906233,-0.199854104237702,-0.0298289324307916,-0.0304072975405961,Male,76,Yes,No,Employed,Suburban,High School or Below,1671429600
32,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2b7558a3-205a-452a-bc7a-980ec93d3341,no_churn,0.45047733,0,no_churn,-0.147395784575856,-0.0032281083251473,-0.067230294175697,-0.0218727291003051,-0.0188707985793553,0.0532817679708568,0.0132099043485141,0.0661238487430091,Male,58,No,No,Employed,Suburban,Bachelor,1671429600
29,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,97c4af09-880a-460b-a8d4-6da24d8406e2,no_churn,0.01847755,0,no_churn,-0.0597067392723693,-0.0044944050712001,-0.0177956081321553,-0.041808878912052,-0.0237621022360326,-0.0783827614672009,-0.0198741564058582,-0.0232015016472087,Female,27,Yes,Yes,Unemployed,Suburban,Master,1671429600
40,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1c980352-18c8-4e74-91ad-22e4d522927a,no_churn,0.03645775,0,no_churn,-0.10410368775033,-0.0210871119605508,-0.0729490786514088,-0.0578777272643219,0.0050819841652173,0.0475902919242889,-0.026279893895753,-0.0274009260278216,Female,23,No,Yes,Disabled,Rural,College,1671429600
19,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,45d445b5-7dda-4879-8e92-cb3733c0577f,no_churn,0.054344594,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Male,71,No,Yes,Employed,Urban,College,1671429600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,84e5b270-0747-46b6-b8bc-6e7551776dbd,no_churn,0.44173938,0,no_churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,77,No,No,Employed,Suburban,High School or Below,1671429600
41,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,cb83ca38-04d3-43a3-9794-66a1cd346ee2,churn,0.62771815,1,churn,-0.141259264834389,-0.0073268095205821,0.0354303499273009,-0.102547955199861,0.0478496173380335,0.0337941025504915,-0.0244633263155083,0.0281638025111897,Male,41,No,No,Employed,Urban,College,1671429600
66,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,46de316c-dabd-4014-ae8c-0cf9b775c096,no_churn,0.02058817,0,no_churn,-0.025367546107941,-0.0030605665868279,0.0207633428869849,-0.0225180765247978,0.0076118129483893,-0.155491331734011,-0.0237423999327438,-0.0522213869541519,Female,45,No,No,Employed,Suburban,Master,1671429600
46,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,26ee3607-6179-4773-ba03-001c202378ee,no_churn,0.25207454,0,no_churn,-0.128532795045176,-0.0063290021427019,0.0003614997015574,-0.0195587902132319,0.0230575592410241,-0.107764792599301,-0.0330208004282394,0.0527609695412138,Male,76,Yes,No,Employed,Suburban,College,1671429600
6,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,f8833750-e284-49f9-a3e2-4be08f338078,no_churn,0.030559892,0,no_churn,-0.008592848107437,-0.0119164960334637,-0.0144587178827805,-0.048237502857155,-0.0315548068023053,-0.0664594493101231,-0.037191476958369,-0.033948186532807,Female,31,No,No,Employed,Urban,High School or Below,1671429600
66,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,d0bb0150-2771-430f-80af-30eccfccbaeb,no_churn,0.0057272753,0,no_churn,-0.0343791872024849,-0.00302957732094,-0.0327798979300587,-0.0190488912658656,-0.000835691038701,-0.127770553598775,-0.0219228900941379,-0.029259465118157,Male,75,No,Yes,Employed,Urban,College,1671429600
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,6871c1c9-e6ba-4057-9466-0b0ce30564f9,no_churn,0.0022312423999999,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Male,46,Yes,Yes,Unemployed,Rural,Bachelor,1671429600
37,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dcd0971e-958a-4677-bac2-f307846de3a3,no_churn,0.28254044,0,no_churn,-0.128372264404607,-0.0107114718337106,-0.0790015982426848,0.0706559510498118,-0.0503930750606196,0.052283698000283,-0.0104491140810023,-0.0080660512427857,Male,22,No,No,Disabled,Rural,Bachelor,1671429600
68,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,d88e4bba-ff6c-493c-9888-2fda3cbdabe0,no_churn,0.0125895889999999,0,no_churn,-0.0518259733348259,-0.0034258005983792,-0.0136699002868044,-0.0216762236447539,-0.0171501994343361,-0.132780250001424,-0.0123759934131612,-0.0161218115211704,Female,28,No,Yes,Unemployed,Urban,Bachelor,1671429600
50,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dcebb69b-0ce6-451b-bd14-56acad66191e,no_churn,0.2213027,0,no_churn,-0.0066585497038977,-0.0008130098671608,-0.0718743094865021,0.112656243458223,0.0839133090405812,0.0947402195979702,-0.0066407281624924,0.003150679102946,Female,48,Yes,No,Unemployed,Urban,College,1671429600
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cc832cc0-e8ae-404f-bdca-6174fc2d2839,churn,0.73507595,1,churn,0.235255003370965,-0.0023770807496475,-0.0493925587612102,0.129346825355442,0.0393537944316176,0.12634812666859,0.0292696369049281,0.0559918953305987,Female,29,Yes,No,Employed,Suburban,Master,1671429600
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9201795e-052e-4f67-b324-0270e6137a72,churn,0.7334437,1,churn,-0.0274669915194817,-0.0024352154456937,0.0887459324544715,0.0636728920190444,0.0823343766937796,0.093103746277502,0.0767620284003896,0.0562570881770625,Male,21,No,Yes,Employed,Rural,College,1671429600
69,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,8c89654c-b7cf-4f5a-a633-5ca5192fb386,churn,0.09255115,0,no_churn,-0.0776366947584938,-0.0007180371523645,0.0199791385516437,0.0063778563224877,-0.0344292450918146,-0.231506422557031,0.0496730409491829,0.0675675450333437,Male,67,No,Yes,Employed,Rural,College,1671429600
22,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,1410106e-24a9-4ac8-a12a-fdd98da08b62,churn,0.23502494,1,churn,-0.122072354358215,-0.000432698646,-0.0134472106121575,-0.132010676306136,-0.0099244116360569,0.0703649175841019,-0.0128157379659023,0.0613120162718951,Female,69,No,No,Employed,Suburban,College,1671429600
66,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,783bfe5c-ddef-4461-bb0a-13df9b86e73c,no_churn,0.013271271,0,no_churn,-0.0316514762746555,-0.0041297297569326,0.0109475477125715,-0.0384825825689495,0.0054763836879828,-0.107160078603238,-0.0393992649438041,-0.0646269520573878,Female,34,No,No,Retired,Suburban,College,1671429600
26,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a8b68b62-13d5-4d13-a787-ae15e13aaf89,no_churn,0.1363815,0,no_churn,-0.0895778521770898,-0.0081521498960137,0.0225206830328534,-0.0709078874077931,0.0109795482190384,0.0523782115072936,-0.0562458148014502,-0.0800208928198299,Female,62,No,Yes,Medical Leave,Urban,High School or Below,1671429600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7fdbfff2-609b-4479-8a1f-a63a677c93a2,churn,0.56424326,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,32,No,No,Employed,Suburban,Bachelor,1671429600
58,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,592a1403-aa9d-42f7-8ff6-760c62b7028e,no_churn,0.5297873,0,no_churn,-0.0140542011712386,-0.0027206849606909,0.135951279755986,0.119320241865421,0.128005337342302,0.089561540092659,0.143154312387524,0.131756038165131,Female,74,Yes,Yes,Employed,Suburban,High School or Below,1671429600
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9d0d9498-3ccb-4f79-b648-7fd64610b24a,no_churn,0.24591963,0,no_churn,-0.190409723667326,-0.002409510586076,0.0427834312082177,-0.0608867118586022,0.0057910084060677,0.0482652256127403,-0.0561196896441924,-0.0431830387752052,Female,25,No,No,Unemployed,Suburban,College,1671429600
14,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,1859c399-56fe-4db2-affc-5abfe205e3b4,no_churn,0.0414088929999999,0,no_churn,-0.0599303728787708,-0.0076885399912316,-0.0110408228325104,-0.0406305440506002,0.0057051688058345,-0.0736508027606942,-0.0307914700328001,-0.0509987687898319,Male,56,No,Yes,Unemployed,Suburban,College,1671429600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2b9de14c-b41a-4e3b-8299-b5bb9f9038e0,no_churn,0.26948392,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,66,No,No,Employed,Suburban,Bachelor,1671429600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e547e448-e5c2-4a03-9ff7-05e98ce6d44b,no_churn,0.17660703,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,78,No,Yes,Unemployed,Suburban,Bachelor,1671429600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3b9172ab-43f2-4ade-9ce1-f0a2aca942cc,no_churn,0.36049086,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,46,No,No,Employed,Suburban,Bachelor,1671429600
63,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,287449a8-603c-4b9c-9adc-64cc28e7e10a,no_churn,0.07653895,0,no_churn,-0.092033234576811,-0.0024138837164355,-0.018925717745169,-0.0061408000830306,0.0408432100254322,-0.213724669104286,0.0386222219254159,0.0447467212736774,Male,60,No,Yes,Employed,Suburban,Bachelor,1671429600
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,87ddf5b5-61c3-4d0d-b7e1-e41c0f413266,churn,0.4669607,1,churn,0.057216750351672,-0.0015180011237316,0.0354909538137235,0.043710450877279,0.0391562347748913,0.142080363790901,0.112565437296771,0.0558430949025932,Female,46,No,No,Employed,Urban,Bachelor,1671429600
16,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e960c498-0b78-4279-99af-b825ceb97f14,no_churn,0.16188899,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Female,47,No,No,Employed,Suburban,College,1671429600
7,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,661e2cd8-2a2b-461c-a37a-102ec74427c4,no_churn,0.10523576,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Male,23,Yes,Yes,Retired,Rural,Master,1671429600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,dc4db449-f196-4fb3-a4d7-75edec371db2,no_churn,0.004411112,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,44,No,No,Employed,Urban,Bachelor,1671429600
43,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,4b3e1fd2-4bd2-47d2-ac54-f8d864ffb890,churn,0.4510311,1,churn,-0.170770285506687,-0.0036675660330001,-0.0066498459350259,-0.141806846568834,0.011502655636832,0.044396454394664,0.0258173394834921,0.052151941459706,Female,57,No,No,Employed,Rural,Bachelor,1671429600
72,No,No phone service,Medium Speed,Phone_Support,Two year,100hrs+,Active,826232e3-7801-47a4-85ea-96fe63c67e89,no_churn,0.020021448,0,no_churn,-0.138840271443196,-0.0048235198928705,0.0092916131726451,0.0080208501811102,0.046018233856148,-0.144425454743296,0.0379215034237313,0.047810894203576,Male,25,No,Yes,Unemployed,Suburban,College,1671429600
8,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,4ab7c869-be67-4bfc-804f-c8d2f81f853a,no_churn,0.0082555794999999,0,no_churn,0.0329136917550476,-0.0065235001025303,-0.0020514359297158,-0.0290040377262994,0.021123150487092,-0.204431635772262,-0.0305270221978662,-0.0405253622478267,Male,49,No,No,Unemployed,Urban,Master,1671429600
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,305aee68-2ebe-4a62-bb0a-d4052e4adc9d,no_churn,0.21878311,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Male,44,Yes,No,Medical Leave,Urban,Master,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,9e9d649e-7e05-47f9-81e9-76651f711314,no_churn,0.0055301822999999,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,77,No,Yes,Employed,Urban,Bachelor,1671429600
63,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,d7c029ff-b372-4a1c-b7af-fa5bb9c3d0e3,churn,0.2768955,1,churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Female,61,No,Yes,Unemployed,Suburban,High School or Below,1671429600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d119cd9d-3411-4dc5-8045-e8366591c5c9,no_churn,0.44173938,0,no_churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,48,Yes,No,Employed,Rural,High School or Below,1671429600
48,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,51641c59-ae8c-4ff6-b190-833b50c417c1,no_churn,0.008676273,0,no_churn,-0.0405462306868048,-0.003567663296817,-0.007431285793682,-0.0331863976556815,-0.0184474686049361,-0.12262733371168,-0.0109828343270601,-0.0122369365417944,Female,72,No,Yes,Unemployed,Rural,Bachelor,1671429600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb2ae2fa-64d7-4f2f-a581-57f89f2cf881,churn,0.8346008,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,40,No,Yes,Employed,Suburban,College,1671429600
20,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,7b774a1b-8861-44fe-bbc3-3ef7d2e60f90,no_churn,0.15016146,0,no_churn,0.0744137251130177,-0.0026510029530436,-0.0429898971178181,0.0616891427480686,0.129749129578267,0.114053454700497,0.092467371699422,0.114241930013668,Male,74,No,Yes,Unemployed,Rural,College,1671429600
17,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,c56eb3de-e918-4ee9-a4c3-f121c4d6bb7f,no_churn,0.047810327,0,no_churn,-4.91529399369028e-06,-0.0036396408315522,-0.0215651112154773,-0.0449619996657202,0.0010411066924643,-0.129864029567252,-0.0263046030832083,-0.0437269591907534,Female,67,No,No,Employed,Suburban,College,1671429600
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8d143269-4313-4105-930c-6cbedc6b2dc3,no_churn,0.4400433,0,no_churn,-0.108361548588764,-0.003539764138095,0.0468466001501201,-0.0297480183192328,-0.0165190712587536,0.0741250655570184,-0.0406756197683716,0.0329977210199831,Male,80,No,No,Employed,Suburban,High School or Below,1671429600
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1d9262fb-3367-4c6c-8c63-a3742f71fb04,no_churn,0.0022312423999999,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Female,52,Yes,No,Employed,Suburban,High School or Below,1671429600
27,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,521cb9ce-743b-4896-b1a3-3bac206075aa,no_churn,0.011122715,0,no_churn,-0.0377952251384704,-0.00555702157837,-0.0168210337076197,-0.0291624744237924,0.0122191702724921,-0.103162785482782,-0.0418257849225119,-0.0469209979337574,Female,66,No,No,Employed,Suburban,Bachelor,1671429600
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,134b920f-f870-4a61-8ce7-a14e793ebc38,no_churn,0.3127871,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,31,No,No,Employed,Suburban,College,1671429600
41,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,07c5f38e-8d07-4954-af07-57948cb2e7bb,no_churn,0.053436566,0,no_churn,-0.0042279517896622,-0.0095114272830505,-0.0072843996781375,-0.0067605232795722,0.0062202700107991,-0.135570003468738,-0.0201903905406288,-0.0517017242979091,Male,77,No,No,Employed,Suburban,High School or Below,1671429600
48,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,94bcf638-d4b1-40fd-9b71-7e90dc6c10f8,no_churn,0.037917696,0,no_churn,-0.0471705339921027,-0.0018156204112528,-0.0428706650326057,-0.0533915862497269,0.0670612880623048,-0.174867294110836,0.0554958742685084,0.058532385859853,Female,63,No,Yes,Unemployed,Suburban,Bachelor,1671429600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d5c219d3-e0e9-4b90-8d62-9601516b842b,no_churn,0.44173938,0,no_churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,71,No,Yes,Unemployed,Rural,Bachelor,1671429600
48,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,9c3dcad9-88a5-4d1a-ac60-5c15ff33ec29,no_churn,0.010060895,0,no_churn,-0.0481003149222306,-0.0032775107099041,0.0063043712886428,-0.0636861517327452,0.0116387385107555,-0.119662943088069,-0.0256507430068495,-0.0265915986734398,Female,30,No,No,Employed,Suburban,High School or Below,1671429600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cf0d3a52-90a9-402a-aac8-5ce70c572b7f,no_churn,0.6023412,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,20,No,Yes,Disabled,Suburban,Bachelor,1671429600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,990e194d-781a-4f59-b126-e960026a07a8,churn,0.8522526,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,37,No,Yes,Unemployed,Suburban,Bachelor,1671429600
36,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,80830939-b108-4855-af6b-64c5bc927dd3,churn,0.5576168,1,churn,-0.184636017973653,-0.0048506505044497,0.0604291979247409,-0.115021869412931,0.0123352785273527,0.0803027885262781,0.0429755230523187,0.018772933201435,Male,61,No,No,Retired,Suburban,High School or Below,1671429600
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4e7cdc87-3ef8-4462-885c-35d7d34d946a,no_churn,0.6792346,0,no_churn,0.0714930276607356,-0.0046434856797714,0.08510857051534,-0.0072279543529657,0.0902102563634434,0.0927963243116482,0.0609819416389109,0.0621129201513667,Female,21,No,Yes,Employed,Suburban,Bachelor,1671429600
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,eb1471fb-f054-43c7-bbcc-6955fe740bbf,no_churn,0.017423593,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,53,No,Yes,Employed,Suburban,Bachelor,1671429600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7077c649-9075-4f11-9c2f-b886871ca748,churn,0.72852033,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,73,No,No,Unemployed,Rural,High School or Below,1671429600
53,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,56e26595-6a3d-4b75-b49a-1d243b41ac3e,no_churn,0.15808064,0,no_churn,-0.0889630282454118,-0.0022332408475085,0.0846736323363256,0.0379397455103207,0.0849328479107134,0.0879569972844865,-0.0159976088241455,-0.0458354913866878,Female,56,Yes,Yes,Employed,Suburban,College,1671429600
55,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,99059114-aebd-4bcd-9387-b41bae2193cc,no_churn,0.047219682,0,no_churn,-0.0535849471121764,-0.0037872712658645,0.0018565422542269,-0.0306081617633662,-0.0539777669904015,-0.0743806882588614,-0.0275700552461057,-0.0269738050483283,Female,45,No,No,Unemployed,Urban,Bachelor,1671429600
8,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ae6ade34-e787-44bc-b6da-4cc454a359cc,no_churn,0.18459837,0,no_churn,0.0179702100414351,-0.0152244899860124,-0.0642119019341589,-0.0983494144311589,0.0210454565808686,0.0625969056154053,-0.0656922264266813,-0.0671606921875127,Female,65,No,Yes,Medical Leave,Suburban,Bachelor,1671429600
58,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,60c3a4fe-0e6f-4524-a7eb-d10695a347dd,no_churn,0.5297873,0,no_churn,-0.0140542011712386,-0.0027206849606909,0.135951279755986,0.119320241865421,0.128005337342302,0.089561540092659,0.143154312387524,0.131756038165131,Female,80,No,No,Employed,Urban,Bachelor,1671429600
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,2d54a435-a06b-4b8e-8ca1-70aa9acbcaaa,no_churn,0.0022312423999999,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Male,31,No,No,Employed,Suburban,Bachelor,1671429600
7,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f8e7bd44-41b2-44bc-8150-6a32498de0a9,no_churn,0.10523576,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Female,29,No,No,Employed,Urban,High School or Below,1671429600
48,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,5af933dd-de54-4e89-a87d-63ab5cea7dc3,no_churn,0.008676273,0,no_churn,-0.0405462306868048,-0.003567663296817,-0.007431285793682,-0.0331863976556815,-0.0184474686049361,-0.12262733371168,-0.0109828343270601,-0.0122369365417944,Male,44,No,Yes,Employed,Urban,Master,1671429600
66,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,66c79871-f7af-4ce0-915d-4fb8691483b3,no_churn,0.02058817,0,no_churn,-0.025367546107941,-0.0030605665868279,0.0207633428869849,-0.0225180765247978,0.0076118129483893,-0.155491331734011,-0.0237423999327438,-0.0522213869541519,Female,53,No,Yes,Unemployed,Rural,High School or Below,1671429600
14,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,74cd0fe8-afc1-494c-b919-1c672a95f2f7,no_churn,0.0414088929999999,0,no_churn,-0.0599303728787708,-0.0076885399912316,-0.0110408228325104,-0.0406305440506002,0.0057051688058345,-0.0736508027606942,-0.0307914700328001,-0.0509987687898319,Female,55,No,Yes,Employed,Urban,Master,1671429600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8877ddbe-afad-4a3a-8807-ced2d8fdaa33,no_churn,0.4515207,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,37,No,Yes,Employed,Urban,Bachelor,1671429600
56,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,47c4cd13-ab27-4f7d-96aa-a4648fa38a3b,no_churn,0.2816726,0,no_churn,-0.121465514969059,-0.0125265046114873,0.022130098881571,-0.0190061395274642,-0.0543399816107739,0.0640278236454651,0.0168617875167365,0.065292279129153,Female,31,No,No,Employed,Suburban,College,1671429600
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,638b6695-a0ba-4851-badd-8ba07b45535e,no_churn,0.017423593,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,56,No,Yes,Employed,Suburban,High School or Below,1671429600
19,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e97b04ef-bd9b-4741-bfc4-4644f1ff4de7,no_churn,0.054344594,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Female,71,No,No,Employed,Suburban,College,1671429600
55,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,0917c51d-98e9-4111-bfc8-f07f322c8537,no_churn,0.047219682,0,no_churn,-0.0535849471121764,-0.0037872712658645,0.0018565422542269,-0.0306081617633662,-0.0539777669904015,-0.0743806882588614,-0.0275700552461057,-0.0269738050483283,Male,80,No,No,Employed,Suburban,College,1671429600
8,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,8dd64c7c-b6a2-44a6-9dbe-65a3dad57789,no_churn,0.0261583629999999,0,no_churn,-0.0147789566318988,-0.0057327334605906,-0.004740681538451,-0.0584204887449232,-0.0330666908729654,-0.0753556390827816,-0.0351080593847837,-0.0418229035754757,Female,58,Yes,No,Medical Leave,Rural,Doctor,1671429600
48,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,23362dbf-36a2-4d62-b1c7-e703279f02fa,no_churn,0.008676273,0,no_churn,-0.0405462306868048,-0.003567663296817,-0.007431285793682,-0.0331863976556815,-0.0184474686049361,-0.12262733371168,-0.0109828343270601,-0.0122369365417944,Male,49,No,Yes,Retired,Suburban,High School or Below,1671429600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,1e1d3056-2933-47fa-abd9-d103bfd9fa55,no_churn,0.004411112,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,79,No,No,Employed,Suburban,Bachelor,1671429600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2d14520e-3553-4eda-bb2e-9c605deacc94,no_churn,0.26948392,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,23,Yes,No,Employed,Suburban,Bachelor,1671429600
30,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,87e34280-76a9-487f-9052-81f9153f0cb9,no_churn,0.2321236,0,no_churn,-0.0003346603687123,-0.0094478286622688,-0.0836660625436161,0.0617156462391358,-0.0123343546714704,0.0847422506595967,-0.0208397642012823,-0.0063534370095203,Male,53,No,No,Employed,Rural,Bachelor,1671429600
54,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,9cc40664-1f7e-4e6b-853b-c066fae5b9f5,no_churn,0.0292078479999999,0,no_churn,0.0153389508162945,-0.0049936849657933,-0.0319614829374586,0.0109408095702929,0.0453635731566828,-0.14165275238096,-0.0341309654211727,-0.0479305976424257,Male,80,No,Yes,Medical Leave,Suburban,Bachelor,1671429600
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,44e9d5d6-486f-44dd-a9db-e61f9e504777,churn,0.63486147,1,churn,0.139362037119108,0.0001707394416189,0.0085556793560408,-0.0736422201845743,0.105896068886263,0.130149253348318,0.0887351424098142,0.052294771931588,Male,50,No,Yes,Unemployed,Suburban,Bachelor,1671429600
43,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,96367696-6a6e-43bf-b1b8-be807baa14d0,churn,0.4510311,1,churn,-0.170770285506687,-0.0036675660330001,-0.0066498459350259,-0.141806846568834,0.011502655636832,0.044396454394664,0.0258173394834921,0.052151941459706,Male,51,No,Yes,Employed,Suburban,Bachelor,1671429600
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,6625b381-30b7-4bee-a033-86de95332b02,churn,0.64566314,1,churn,0.0470100274285323,-0.0029281533259927,0.130930497357613,0.12032130613452,0.048330442076658,0.134388222664202,0.170544758552342,0.062376760126117,Female,61,Yes,Yes,Employed,Urban,High School or Below,1671429600
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4ed59ac0-6575-4f4e-957f-d6d1fc3eebdb,no_churn,0.19496942,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,50,Yes,No,Unemployed,Urban,College,1671429600
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,b3674203-0ce8-4b0c-af04-3d6226186ea0,no_churn,0.13138205,0,no_churn,-0.124174166654557,-0.0033027388457412,0.0079342640215054,0.0237041840710026,-0.0213093634161214,-0.10686649183257,-0.0152084505152924,-0.0298033885283257,Male,21,No,Yes,Employed,Suburban,Bachelor,1671429600
7,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a81fb068-6e70-4227-bef1-7de67c26942f,no_churn,0.10523576,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Female,46,No,Yes,Employed,Suburban,Master,1671429600
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,86c9af3c-fd19-4e7e-99ab-f00f2817ac1b,churn,0.21922137,1,churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,71,Yes,Yes,Employed,Urban,High School or Below,1671429600
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,8bf7a5b4-cf5e-48f1-bfb2-fd7b1b52765e,no_churn,0.0024682153,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,69,Yes,Yes,Employed,Urban,Bachelor,1671429600
55,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,d8b3cc77-3172-46da-ae70-399ee9f75992,churn,0.0221210229999999,0,no_churn,-0.0716915520798102,-0.0031036694229442,0.0144698728061121,-0.0133961921661102,-0.0667176545797519,-0.185554274704446,0.0202691227386458,0.0366981936501542,Male,24,No,No,Unemployed,Rural,Bachelor,1671429600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3395e71-b46e-469e-97ac-e2d11789e3f3,no_churn,0.41021562,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,44,Yes,Yes,Unemployed,Urban,College,1671429600
60,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,e9504ab7-48d2-4a18-83f9-f254695b0c89,no_churn,0.20602389,0,no_churn,-0.0198302368756958,-0.0014752438490904,0.0148279104937864,-0.0239788570913151,0.0153698682023241,-0.0619317356500141,0.0569489917626742,0.0020431568376079,Male,66,No,No,Unemployed,Suburban,High School or Below,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0d6d4191-0303-4750-adb2-f666cc89a0a9,churn,0.7914249,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,57,No,No,Retired,Rural,Bachelor,1671429600
21,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,2ad87461-03f2-4980-b00f-a37e4c61bee2,no_churn,0.14820462,0,no_churn,0.0015202394137668,-0.0016801516715895,0.0674458751496422,0.0142081439367393,0.0964018633175874,0.0336824582007557,0.116334402598732,0.0870610244702947,Female,38,Yes,No,Medical Leave,Suburban,High School or Below,1671429600
63,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,d1b2a69f-16a0-489f-8df2-b9794e892b7d,churn,0.2768955,1,churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Female,60,No,Yes,Employed,Urban,Bachelor,1671429600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,042b5a8a-47ce-4e24-b8a5-a647f6f2dde3,no_churn,0.0946966259999999,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,69,No,Yes,Employed,Suburban,Bachelor,1671429600
47,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,772c63d6-1529-438e-99ac-f8688b365c45,no_churn,0.13461073,0,no_churn,-0.0849018926632015,-0.0152835073687492,0.0082421892317779,-0.077615941561844,-0.0408057404164492,0.03765134326115,-0.0230868729670237,-0.039892396145442,Male,40,No,Yes,Unemployed,Rural,High School or Below,1671429600
4,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,76eaf712-dec3-48c4-8283-d3573580debb,no_churn,0.33439955,0,no_churn,0.0787543942860656,-0.0112426136399517,-0.0378800518101707,-0.109607622335479,-0.130874069052597,0.0642111513366853,-0.0342703460118536,-0.0244275985938293,Female,51,No,Yes,Unemployed,Suburban,High School or Below,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8ea1fcf4-4208-4bf7-bcff-36fa1f7b7805,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,53,No,Yes,Retired,Urban,College,1671429600
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c3932cac-7ced-491a-b6b2-4f62f702d8b9,no_churn,0.4801552,0,no_churn,-0.102232889582756,-0.0052279942693894,0.0882485230270594,0.0683911509801146,0.046942409517851,0.0856544614843187,-0.003465160893902,0.0247070062762213,Female,60,No,Yes,Unemployed,Suburban,Bachelor,1671429600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5476fa0c-baa1-41a2-96f1-5fa417772573,no_churn,0.26948392,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,51,No,No,Employed,Suburban,Bachelor,1671429600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0dfb614b-857e-4d53-8cf6-6454048c35d1,no_churn,0.26948392,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,62,Yes,Yes,Employed,Suburban,Bachelor,1671429600
39,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,71769906-1c59-4e68-ad00-5d3dad7c73f8,no_churn,0.0082323669999999,0,no_churn,-0.0176286880949555,-0.0056617666938927,-0.0078459067881067,-0.0696917222463798,0.0052589858995816,-0.112189969630763,-0.024067814731261,-0.0371992704478543,Male,73,No,Yes,Unemployed,Suburban,Bachelor,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f233532-aa0d-4150-bb49-613dc42e701d,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,32,No,Yes,Employed,Suburban,High School or Below,1671429600
39,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,2eed5386-5188-4cca-a6c0-4d5de5716daf,no_churn,0.0082323669999999,0,no_churn,-0.0176286880949555,-0.0056617666938927,-0.0078459067881067,-0.0696917222463798,0.0052589858995816,-0.112189969630763,-0.024067814731261,-0.0371992704478543,Male,23,Yes,Yes,Employed,Rural,Bachelor,1671429600
23,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,704550a2-7eff-4907-9be7-459d1f93624c,no_churn,0.41573527,0,no_churn,-0.224539650495444,-0.0068031482111837,-0.103079066880091,-0.022574911022184,0.0577672172940947,0.0018367167173892,0.0121993559559268,0.0511673332387727,Female,71,No,No,Employed,Suburban,Bachelor,1671429600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7667dcce-f27a-48a7-b12f-2127161365a9,no_churn,0.47077543,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,23,No,No,Unemployed,Urban,College,1671429600
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,51c4d263-daee-4d99-8f1d-f1a6ba8fe7fe,no_churn,0.12673257,0,no_churn,-0.0521925794888557,-0.0099281934980717,-0.0222958712387116,-0.108020845381943,0.0169476634673083,0.0470759123501557,-0.0659991354084195,-0.0746131042189517,Male,47,No,No,Employed,Suburban,High School or Below,1671429600
48,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,a10121f3-feda-44e9-b15f-191ec467c54f,no_churn,0.010060895,0,no_churn,-0.0481003149222306,-0.0032775107099041,0.0063043712886428,-0.0636861517327452,0.0116387385107555,-0.119662943088069,-0.0256507430068495,-0.0265915986734398,Male,45,No,Yes,Unemployed,Suburban,High School or Below,1671429600
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,4460864a-674a-4a77-a657-209e3fb870c6,no_churn,0.0022312423999999,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Female,45,No,No,Unemployed,Urban,College,1671429600
64,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,b0704a54-f31d-432f-9c7f-07e0238728f1,no_churn,0.008194259,0,no_churn,-0.0589658081083143,-0.0029895495367782,-0.0120161123949856,-0.0107095201551783,-0.018520590750486,-0.113896895270991,-0.0214715033647735,-0.0284561735599345,Male,43,Yes,Yes,Retired,Rural,College,1671429600
22,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,b59f6db1-637d-45de-a471-81f199a2114a,churn,0.23502494,1,churn,-0.122072354358215,-0.000432698646,-0.0134472106121575,-0.132010676306136,-0.0099244116360569,0.0703649175841019,-0.0128157379659023,0.0613120162718951,Male,33,Yes,Yes,Employed,Urban,High School or Below,1671429600
64,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,be0d8442-6a40-41e0-8b67-48230411fe33,churn,0.040866796,0,no_churn,-0.131446971327641,-0.0024544848641926,-0.0035158193264214,0.0059999486759988,0.0262470379439218,-0.233006165119277,0.0399003661029564,0.0492499347636112,Female,45,No,Yes,Unemployed,Suburban,College,1671429600
43,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,d94542d7-0526-4941-af83-fb6bdff3d9bc,no_churn,0.2702146,0,no_churn,-0.0909837087665346,-0.0020386755233084,-0.0283369360526103,-0.0034890557076323,-0.0600123255529251,-0.119182343296889,0.0075070519494329,0.0375098384221382,Male,71,Yes,No,Unemployed,Suburban,High School or Below,1671429600
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,334e9e8e-ebe8-4658-99d6-accc46c9c6c0,churn,0.21922137,1,churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,23,No,Yes,Employed,Suburban,College,1671429600
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,235f0453-6e9a-4bc6-a2eb-8de0d9253afb,churn,0.60841686,1,churn,-0.190409723667326,-0.002409510586076,0.0427834312082177,-0.0608867118586022,0.0057910084060677,0.0482652256127403,-0.0561196896441924,-0.0431830387752052,Male,68,Yes,Yes,Unemployed,Suburban,High School or Below,1671429600
30,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b8c3d724-01af-451e-af5a-c6031a92ea67,no_churn,0.2321236,0,no_churn,-0.0003346603687123,-0.0094478286622688,-0.0836660625436161,0.0617156462391358,-0.0123343546714704,0.0847422506595967,-0.0208397642012823,-0.0063534370095203,Female,51,Yes,Yes,Employed,Urban,Bachelor,1671429600
43,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,801bdf93-60d0-46e7-b4ff-4661032e9d7a,churn,0.4510311,1,churn,-0.170770285506687,-0.0036675660330001,-0.0066498459350259,-0.141806846568834,0.011502655636832,0.044396454394664,0.0258173394834921,0.052151941459706,Male,80,No,Yes,Unemployed,Suburban,Bachelor,1671429600
32,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,88f8aa89-de33-4787-b0ec-3f108300eeca,no_churn,0.45047733,0,no_churn,-0.147395784575856,-0.0032281083251473,-0.067230294175697,-0.0218727291003051,-0.0188707985793553,0.0532817679708568,0.0132099043485141,0.0661238487430091,Male,40,Yes,Yes,Employed,Urban,High School or Below,1671429600
64,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,5409f10c-09d8-4140-b8ce-05c6c772db12,no_churn,0.040866796,0,no_churn,-0.131446971327641,-0.0024544848641926,-0.0035158193264214,0.0059999486759988,0.0262470379439218,-0.233006165119277,0.0399003661029564,0.0492499347636112,Male,67,No,No,Employed,Suburban,Bachelor,1671429600
63,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,f4fd0ff0-b41e-474d-b73a-f2c4c19ecdfb,no_churn,0.037983328,0,no_churn,-0.0565247335010008,-0.0028671836308876,0.0001638047069263,-0.0281234794826195,0.0088117120858805,-0.0918394105788411,-0.0358784556796581,-0.0627684059622424,Female,31,Yes,Yes,Employed,Suburban,Bachelor,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,278a8ab0-eca0-4add-a1da-b5c6120d4ab1,no_churn,0.0044663079999999,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,35,Yes,Yes,Unemployed,Suburban,College,1671429600
7,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8cb0e775-a546-49e3-bfa9-04f688b1375f,no_churn,0.28592932,0,no_churn,0.245917344899781,0.0012738797482597,0.0693367694646804,0.0951633929661511,0.146562228006187,0.0966132054862555,-0.0128702748024397,-0.0410226913213091,Male,76,No,No,Employed,Suburban,High School or Below,1671429600
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,17127f95-82bc-40dc-8399-11605afbaebc,churn,0.7334437,1,churn,-0.0274669915194817,-0.0024352154456937,0.0887459324544715,0.0636728920190444,0.0823343766937796,0.093103746277502,0.0767620284003896,0.0562570881770625,Male,79,Yes,No,Employed,Suburban,High School or Below,1671429600
8,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d45d0949-81cd-4c84-a46f-24e0b0078253,no_churn,0.17856932,0,no_churn,0.0840885075336154,0.156134750174351,0.0534663258144178,0.113068103493792,-0.0460248428883232,0.0941129649378467,0.00431305213217,0.0118149969289515,Male,58,No,No,Employed,Suburban,Doctor,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a84bb9eb-3679-4de0-8db0-8379a1c2d925,churn,0.7914249,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,23,Yes,No,Employed,Suburban,College,1671429600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,11ff2192-c123-41d5-85e9-da53df38dc17,churn,0.55356205,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,31,No,No,Employed,Urban,Bachelor,1671429600
4,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,38625196-1887-4276-991f-b7168a8f0950,no_churn,0.03678879,0,no_churn,0.0143510264456199,-0.0055025481684788,-0.0322894141456345,-0.0546976847098085,-0.0042950748457951,-0.105919588214374,-0.0394609649063204,-0.0412119055792845,Male,71,No,No,Unemployed,Suburban,High School or Below,1671429600
48,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,168bc5fa-5976-4416-82b4-277b56cd2763,no_churn,0.025310982,0,no_churn,-0.0390645679702083,-0.002225876971679,0.0042167683872321,-0.0355797574189546,-0.0114841395942494,-0.0123956026284486,-0.021116607339336,-0.0113763659578717,Male,27,No,Yes,Unemployed,Rural,College,1671429600
8,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,74964a0f-9827-4c8b-a8b1-cc028980ec3f,no_churn,0.17856932,0,no_churn,0.0840885075336154,0.156134750174351,0.0534663258144178,0.113068103493792,-0.0460248428883232,0.0941129649378467,0.00431305213217,0.0118149969289515,Male,38,No,No,Unemployed,Urban,High School or Below,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,1046163f-7bbe-4476-a86e-ea41a0be8a34,no_churn,0.038092762,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Male,24,No,Yes,Medical Leave,Rural,Bachelor,1671429600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9d2140d5-9fc1-426d-b644-cbd3639cf646,churn,0.8522526,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,35,Yes,No,Employed,Urban,High School or Below,1671429600
48,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,62ccf81a-f367-4746-a3aa-2da2d1322a6b,no_churn,0.008948195,0,no_churn,-0.0529541368582158,-0.0033905407300517,0.0051140390004911,-0.0345253548162327,-0.0431506683786938,-0.113751314444871,-0.0129281097041712,-0.0134400673898016,Female,39,No,Yes,Employed,Suburban,College,1671429600
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,720a9939-2a5d-4038-901a-624119788c16,no_churn,0.4801552,0,no_churn,-0.102232889582756,-0.0052279942693894,0.0882485230270594,0.0683911509801146,0.046942409517851,0.0856544614843187,-0.003465160893902,0.0247070062762213,Male,24,No,No,Employed,Suburban,High School or Below,1671429600
14,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,7e2e201a-d582-47a3-95c1-405c2ae79bfe,no_churn,0.0414088929999999,0,no_churn,-0.0599303728787708,-0.0076885399912316,-0.0110408228325104,-0.0406305440506002,0.0057051688058345,-0.0736508027606942,-0.0307914700328001,-0.0509987687898319,Male,30,No,Yes,Employed,Suburban,Bachelor,1671429600
33,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,4d464292-5349-44da-957e-932937716d47,no_churn,0.0067113764,0,no_churn,-0.0199513657987699,-0.0031205455509007,-0.0758561200113945,-0.0425984278609939,0.0244213866175596,-0.0875363336442933,-0.0277397838798242,-0.0366449624603592,Female,58,No,Yes,Employed,Urban,Bachelor,1671429600
11,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,69b1fc49-800f-40c6-b808-0bf89b5e3a92,no_churn,0.028962828,0,no_churn,-0.0095578135533287,-0.0117683726590075,-0.0189013674103444,-0.0262312970829407,-0.0436069361736918,-0.0784236429189968,-0.027838791271406,-0.0326979297818434,Female,26,No,No,Employed,Urban,College,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,687064f0-ebd3-468f-981e-b3329297c9e7,churn,0.78517383,1,churn,0.102516282007655,-0.0045641832204819,0.0199027771025066,-0.0147321386875592,0.0819065777757714,0.119982260856877,0.0586023526894041,0.0079562480588538,Male,32,No,Yes,Unemployed,Suburban,Doctor,1671429600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5cf0566-1f25-4722-bfa8-8a7a74122744,churn,0.76176053,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,47,No,Yes,Employed,Rural,High School or Below,1671429600
45,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,8349be02-cdd0-402f-80eb-236fe875bc94,no_churn,0.2868123,0,no_churn,-0.169020064701717,-0.0020021433816873,0.0365673452687497,-0.0193547691750973,-0.012489977084233,-0.0679713225561135,0.0440916084500167,0.0496055526093186,Male,38,No,No,Unemployed,Suburban,High School or Below,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,413d0c02-e9ef-47d6-8285-0085ff72437f,no_churn,0.038092762,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,30,No,No,Unemployed,Urban,College,1671429600
63,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,6588009c-0385-408e-a7d4-ed650a2e9ac3,churn,0.2768955,1,churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Male,39,No,Yes,Employed,Suburban,College,1671429600
39,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,7462408b-e832-4ea5-8af6-1473c59c258c,no_churn,0.0082323669999999,0,no_churn,-0.0176286880949555,-0.0056617666938927,-0.0078459067881067,-0.0696917222463798,0.0052589858995816,-0.112189969630763,-0.024067814731261,-0.0371992704478543,Male,51,No,Yes,Employed,Suburban,Bachelor,1671429600
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a76daa23-4ccf-4e05-b652-94a27ee5f4c2,no_churn,0.4801552,0,no_churn,-0.102232889582756,-0.0052279942693894,0.0882485230270594,0.0683911509801146,0.046942409517851,0.0856544614843187,-0.003465160893902,0.0247070062762213,Female,59,No,No,Unemployed,Suburban,Master,1671429600
56,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,2168f5d2-443c-4867-bb10-2ca085e75146,churn,0.32903415,1,churn,-0.0341288761059968,0.0003436381556093,0.0550171462597973,0.0858729400109223,0.0789591771187224,0.0160272639718914,0.0120193526056755,0.0344584554699213,Female,30,No,No,Employed,Rural,High School or Below,1671429600
28,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,cbab2ca5-89ba-4eb7-9dfe-05ed48c3fb31,no_churn,0.03681418,0,no_churn,-0.0691946613480195,-0.0035595039286727,-0.0017829853345347,-0.0428844365409395,0.0091169083940667,-0.0768864427676044,-0.0409704990407954,-0.0428645314204823,Male,45,No,No,Employed,Suburban,College,1671429600
61,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,b2fc796d-a185-4326-8f44-1313772f04b6,no_churn,0.13957411,0,no_churn,-0.0950601122897933,-0.0021360155828551,-0.0475462537871681,-0.0355290852600774,0.052161996736786,-0.0559943970104268,0.0512794870638208,0.0611633120567421,Female,27,Yes,No,Employed,Urban,High School or Below,1671429600
41,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,770db3a5-15ad-4e78-a6af-a039750c2355,no_churn,0.053436566,0,no_churn,-0.0042279517896622,-0.0095114272830505,-0.0072843996781375,-0.0067605232795722,0.0062202700107991,-0.135570003468738,-0.0201903905406288,-0.0517017242979091,Female,65,No,No,Retired,Suburban,Master,1671429600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7268cff0-dae2-4df4-846f-826b986e45dc,no_churn,0.0946966259999999,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,59,Yes,Yes,Employed,Suburban,College,1671429600
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f6a047b9-fbf1-46a7-b7b5-415d75630bf0,churn,0.73507595,1,churn,0.235255003370965,-0.0023770807496475,-0.0493925587612102,0.129346825355442,0.0393537944316176,0.12634812666859,0.0292696369049281,0.0559918953305987,Male,40,No,No,Employed,Suburban,High School or Below,1671429600
50,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,f8db273a-2e01-4f08-ba5f-dcd5ad4918de,no_churn,0.022948176,0,no_churn,-0.0571829044095466,-0.0031711900693699,-0.0185498141944572,-0.0222115124781885,-0.0633556628061342,-0.151851825149006,0.030107188592201,0.0271895674830102,Female,21,No,No,Unemployed,Suburban,High School or Below,1671429600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,01b17a82-d170-462c-9095-a8320d2f971c,no_churn,0.0946966259999999,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,78,No,No,Unemployed,Rural,College,1671429600
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,69937811-875f-402a-8457-ef25bd7401c4,no_churn,0.5781459,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,45,No,Yes,Employed,Suburban,Master,1671429600
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4ed95155-08dd-44f2-94a5-45140164ebbf,no_churn,0.23173642,0,no_churn,-0.122912091422768,-0.0048530845034247,0.0915134765218817,0.0932375593001279,0.0734966665675165,0.0574936843157547,0.0263356084110273,0.0613287055014552,Female,60,Yes,Yes,Employed,Suburban,Master,1671429600
12,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,0c5d6f37-3f19-4f97-8fb8-5de6de8737ab,no_churn,0.17936118,1,churn,0.0558864033584268,-0.0074574468040736,0.0035013234878533,-0.0445841468381877,-0.0095118466829808,-0.0621565254435609,-0.0207441815288802,-0.0327075612441694,Female,32,No,No,Employed,Suburban,High School or Below,1671429600
12,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,13263cc6-a222-4bea-8be1-0aca5729f55d,no_churn,0.17936118,1,churn,0.0558864033584268,-0.0074574468040736,0.0035013234878533,-0.0445841468381877,-0.0095118466829808,-0.0621565254435609,-0.0207441815288802,-0.0327075612441694,Male,31,Yes,Yes,Employed,Suburban,Bachelor,1671429600
21,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,00d1752d-dc37-455a-9b99-8105a82e464e,no_churn,0.14820462,0,no_churn,0.0015202394137668,-0.0016801516715895,0.0674458751496422,0.0142081439367393,0.0964018633175874,0.0336824582007557,0.116334402598732,0.0870610244702947,Female,44,No,Yes,Unemployed,Suburban,High School or Below,1671429600
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d7b9b8ce-cac9-4541-b8e6-dacf6f6e793d,no_churn,0.03466248,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Male,34,Yes,Yes,Unemployed,Suburban,College,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,fde59b48-8f30-4feb-8e34-200324cf2d2c,no_churn,0.0055301822999999,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,58,No,Yes,Employed,Urban,College,1671429600
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,43614d0b-b059-43e7-b108-bfad5190b007,no_churn,0.24827996,0,no_churn,-0.2087968170981,-0.0038016169505681,-0.0004207340907851,0.0063383639416861,0.0407260466900515,0.0171491605972642,-0.015151596438427,0.0249310424228133,Male,49,Yes,No,Medical Leave,Suburban,Bachelor,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f0a2f4f6-066e-427e-8b43-c15f3649fb0a,churn,0.81812453,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,31,No,No,Employed,Suburban,Bachelor,1671429600
6,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,3e066e47-4f3c-459c-ab4e-052ef1f27475,no_churn,0.030559892,0,no_churn,-0.008592848107437,-0.0119164960334637,-0.0144587178827805,-0.048237502857155,-0.0315548068023053,-0.0664594493101231,-0.037191476958369,-0.033948186532807,Male,30,Yes,Yes,Unemployed,Suburban,Bachelor,1671429600
7,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,8842ba71-338e-4194-84f7-b6e65c9b7169,churn,0.25363535,0,no_churn,-0.024141301781392,-0.0034841061191764,-0.111937434950264,-0.0210109558355679,0.0322756451733403,0.0559033855812367,-0.178763771141976,0.0021323835604289,Male,39,No,No,Employed,Urban,College,1671429600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3fb4cda4-bac3-4feb-b53b-ca97044e8a84,no_churn,0.36049086,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,79,No,No,Unemployed,Suburban,Bachelor,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,de1abffb-6839-4360-b4da-3c28c92972cd,churn,0.82230365,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,40,Yes,No,Unemployed,Suburban,High School or Below,1671429600
55,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,e3842b67-b1e1-4298-bf95-f0f5a51b0887,no_churn,0.047219682,0,no_churn,-0.0535849471121764,-0.0037872712658645,0.0018565422542269,-0.0306081617633662,-0.0539777669904015,-0.0743806882588614,-0.0275700552461057,-0.0269738050483283,Male,50,No,Yes,Unemployed,Urban,Bachelor,1671429600
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cc8da6c8-a0f0-4579-8158-593821b6a8f1,churn,0.21922137,1,churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,27,No,No,Disabled,Suburban,Master,1671429600
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,ca9ee39d-eced-45dc-96e5-b7de7cb4380f,no_churn,0.017423593,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,53,No,No,Employed,Suburban,High School or Below,1671429600
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,03e2403c-27a7-481a-8b23-603ed997ab10,churn,0.53418434,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,41,No,No,Unemployed,Rural,College,1671429600
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,76ad385c-1c5d-40b0-a3f6-734caf00c570,no_churn,0.26948392,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,28,No,Yes,Medical Leave,Suburban,High School or Below,1671429600
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,bc1733ee-52ef-4286-a453-95f1daa8be2f,no_churn,0.03466248,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Male,46,No,No,Employed,Urban,College,1671429600
57,Yes,Yes,Medium Speed,Phone_Support,Two year,<50hrs,Active,f2cf3230-7590-412e-9ad0-fa33e0c60f79,no_churn,0.055101175,0,no_churn,-0.0290520749326424,-0.0007519584100373,-0.0180439473212572,-0.107840452834243,0.072182919734314,-0.100850203031932,0.0557766779317717,0.0595528895225652,Female,24,No,No,Employed,Urban,College,1671429600
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,dba18fab-cc93-48f5-b778-4c94286e15bd,no_churn,0.03466248,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Male,51,No,No,Unemployed,Rural,College,1671429600
12,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,00a1ee17-a6a6-4df6-b0fb-4cdf58686dd2,no_churn,0.17936118,1,churn,0.0558864033584268,-0.0074574468040736,0.0035013234878533,-0.0445841468381877,-0.0095118466829808,-0.0621565254435609,-0.0207441815288802,-0.0327075612441694,Female,38,No,No,Unemployed,Suburban,Bachelor,1671429600
56,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,17b448b4-a8ae-4a1d-9ee3-e2ed29251551,no_churn,0.2816726,0,no_churn,-0.121465514969059,-0.0125265046114873,0.022130098881571,-0.0190061395274642,-0.0543399816107739,0.0640278236454651,0.0168617875167365,0.065292279129153,Male,80,Yes,Yes,Disabled,Rural,High School or Below,1671429600
4,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,92d861ba-5d26-4df4-97b0-700a757f14e4,no_churn,0.03678879,0,no_churn,0.0143510264456199,-0.0055025481684788,-0.0322894141456345,-0.0546976847098085,-0.0042950748457951,-0.105919588214374,-0.0394609649063204,-0.0412119055792845,Female,55,Yes,Yes,Unemployed,Suburban,High School or Below,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,5a2333a9-9d6a-4349-af97-668fb1aa7cb4,no_churn,0.022615215,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,51,No,No,Employed,Suburban,College,1671429600
51,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,792f3ab4-8a5d-41b4-b42e-af19ce65a74b,no_churn,0.12913935,0,no_churn,-0.092565942599731,0.0216742507351955,0.0080572409206888,-0.0050238776629112,0.0159696645986559,-0.102681350325065,-0.0184151947409827,0.0272923942678426,Male,78,No,Yes,Employed,Suburban,High School or Below,1671429600
60,No,No phone service,Low Speed,In_Store_Support,Two year,<80hrs,Active,185f5724-31d1-40a5-b318-c1da80b37135,no_churn,0.1564791,0,no_churn,-0.0731016714602765,0.0246274372112702,-0.0001867340182843,-0.0069629565715968,-0.036967302145249,-0.234165583266099,0.0429593558188162,0.024771299216004,Female,57,No,Yes,Employed,Suburban,Bachelor,1671429600
6,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,63fb60e4-5a90-45f8-8b1a-b6b55803a476,no_churn,0.030559892,0,no_churn,-0.008592848107437,-0.0119164960334637,-0.0144587178827805,-0.048237502857155,-0.0315548068023053,-0.0664594493101231,-0.037191476958369,-0.033948186532807,Female,34,No,Yes,Employed,Suburban,High School or Below,1671429600
52,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,21fe4020-8751-4e4d-b332-517fc7842d9d,no_churn,0.01951266,0,no_churn,-0.0404308653544012,0.0001855056224576,0.0003737165833445,-0.0029943789744538,0.0509711910284841,-0.202960634595629,0.0151352249839055,0.0456940906644013,Male,41,No,No,Disabled,Suburban,College,1671429600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cf768ef8-775b-43f0-8eac-4155f11d9e41,churn,0.81812453,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,78,Yes,Yes,Employed,Suburban,College,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,20b37e3a-f251-4a8a-8766-c8f63db46cb0,churn,0.82230365,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,44,No,No,Unemployed,Suburban,Bachelor,1671429600
60,No,No phone service,Low Speed,In_Store_Support,Two year,<80hrs,Active,90ff9747-aed7-4a68-8fad-29efc7415f87,no_churn,0.1564791,0,no_churn,-0.0731016714602765,0.0246274372112702,-0.0001867340182843,-0.0069629565715968,-0.036967302145249,-0.234165583266099,0.0429593558188162,0.024771299216004,Male,67,No,Yes,Unemployed,Suburban,High School or Below,1671429600
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7cfd2ebb-f76a-4993-acd7-53e7485f1675,no_churn,0.56791246,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,23,No,No,Employed,Suburban,High School or Below,1671429600
4,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a9fb2f75-e35c-4838-8836-d38bd0e14cdd,no_churn,0.33439955,0,no_churn,0.0787543942860656,-0.0112426136399517,-0.0378800518101707,-0.109607622335479,-0.130874069052597,0.0642111513366853,-0.0342703460118536,-0.0244275985938293,Male,79,No,No,Disabled,Suburban,High School or Below,1671429600
24,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,1620e093-4823-4923-85ea-d3ee4d7effe6,no_churn,0.31753615,0,no_churn,-0.145868010406089,-0.0058874439746523,0.0369242900801964,0.0584076027577157,-0.115984698937787,0.0453036660091083,-0.0427871325855085,-0.0344677576555022,Male,46,Yes,No,Employed,Rural,College,1671429600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9703280f-46c3-42c3-891e-3b0a3bc84039,churn,0.56424326,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,80,No,Yes,Employed,Suburban,Master,1671429600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cb1c4a6d-2209-47fb-ba45-fe29515cf411,churn,0.7079943,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,80,No,Yes,Employed,Suburban,Bachelor,1671429600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,9008121c-9076-443f-a5b6-7adab4f2a876,no_churn,0.0044663079999999,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,22,Yes,Yes,Disabled,Suburban,Bachelor,1671429600
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a8fd5187-a389-43c0-b4e4-0dc6e0571572,no_churn,0.6917503,0,no_churn,-0.170431171718647,-0.0049727713903666,0.0842815571314986,-0.0791761001927443,0.0041664800705802,0.0118615350507116,0.0068605841599674,-0.0199495970040879,Male,58,Yes,Yes,Employed,Suburban,College,1671429600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,587197be-9246-45e1-80b0-340c1733063a,churn,0.78517383,1,churn,0.102516282007655,-0.0045641832204819,0.0199027771025066,-0.0147321386875592,0.0819065777757714,0.119982260856877,0.0586023526894041,0.0079562480588538,Female,25,Yes,Yes,Employed,Suburban,College,1671429600
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,46e2c414-6cfd-412f-b53f-685859679bf4,churn,0.63486147,1,churn,0.139362037119108,0.0001707394416189,0.0085556793560408,-0.0736422201845743,0.105896068886263,0.130149253348318,0.0887351424098142,0.052294771931588,Male,47,No,No,Employed,Urban,College,1671429600
48,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,ad6448ff-1da2-4f89-bf67-6836e84565fe,no_churn,0.008676273,0,no_churn,-0.0405462306868048,-0.003567663296817,-0.007431285793682,-0.0331863976556815,-0.0184474686049361,-0.12262733371168,-0.0109828343270601,-0.0122369365417944,Male,80,No,No,Employed,Urban,Master,1671429600
29,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,8521b8da-7d56-44dc-be66-545e8e91e122,no_churn,0.1588639,0,no_churn,-0.0407253832274864,-0.0008452407008735,-0.0371492258582657,0.0068468494707485,0.0336371762144972,-0.176365420867787,0.0703197137415009,0.0763387130793125,Male,69,Yes,No,Unemployed,Suburban,Bachelor,1671429600
29,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,20a10cb4-4a67-48c0-ace5-05402de8e465,no_churn,0.1588639,0,no_churn,-0.0407253832274864,-0.0008452407008735,-0.0371492258582657,0.0068468494707485,0.0336371762144972,-0.176365420867787,0.0703197137415009,0.0763387130793125,Female,28,No,Yes,Unemployed,Rural,High School or Below,1671429600
68,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,639be7e8-8d63-4dbd-bd34-55e304056dbf,no_churn,0.0125895889999999,0,no_churn,-0.0518259733348259,-0.0034258005983792,-0.0136699002868044,-0.0216762236447539,-0.0171501994343361,-0.132780250001424,-0.0123759934131612,-0.0161218115211704,Female,70,Yes,Yes,Unemployed,Suburban,College,1671429600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,15fbdacb-ee13-4674-949b-08be7f0ce8d2,no_churn,0.47077543,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,79,No,Yes,Employed,Suburban,High School or Below,1671429600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,46d8b80b-208d-4cca-9add-756e714f3452,no_churn,0.33746538,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,50,No,Yes,Employed,Urban,Bachelor,1671429600
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d8e91d81-0bf6-435f-a843-65eaef563328,no_churn,0.26920384,0,no_churn,-0.0139695582731383,-0.0018268339116502,0.0509667264551944,0.0370941225802516,0.124617630112525,0.107420559775487,0.232747288719038,0.103923921370133,Male,27,No,Yes,Medical Leave,Suburban,College,1671429600
47,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Active,0ea47abd-47cc-4112-afb3-19457994c677,churn,0.020496136,0,no_churn,-0.0003562246567162,-0.0008181716984472,-0.019476239205378,0.0160003103160852,0.0952538516311506,-0.151330122844429,0.0639863624296776,0.0777140862758278,Female,69,Yes,Yes,Employed,Rural,College,1671516000
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,b144e80f-200e-40bc-ae22-da336e027b6e,no_churn,0.03280275,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,54,No,Yes,Disabled,Suburban,Bachelor,1671516000
63,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,f45df84c-c505-4020-b453-f2d04a03c1c9,churn,0.007792044,0,no_churn,-0.0860836659540473,-0.0024991217969363,-0.0084187635310263,0.0020882846132735,-0.0506665174872614,-0.180714422105903,0.0274916255409334,0.0297764271676896,Male,51,No,Yes,Unemployed,Suburban,High School or Below,1671516000
24,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,88c6be9e-2ba7-407f-87fd-6d4422c22bf4,no_churn,0.08494273,0,no_churn,0.0004799929018463,-0.0017527717801931,-0.0155663095740783,0.0461621881395603,0.0024924745107637,0.117843032744477,0.200695762843861,0.0981194878006317,Female,66,No,Yes,Employed,Urban,College,1671516000
71,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,16240a89-ce16-4fb1-a36a-65b808f0330a,churn,0.005779408,0,no_churn,-0.113889507444273,-0.0027140958176096,0.0010592158640247,-0.0494952891832144,0.0334721320221979,-0.221915652944545,0.0415806787182555,0.0508763677109345,Male,63,No,No,Unemployed,Urban,Master,1671516000
35,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,2c2f5bd4-ff54-4260-b725-d81fbedcda86,no_churn,0.20390263,0,no_churn,-0.133853034865133,-0.003062403465592,-0.0256041906296013,-0.0618512956254926,0.0115920787542745,-0.0604672851051873,-0.0068900458591997,0.0411100256547797,Female,74,No,No,Employed,Rural,College,1671516000
20,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,415b1285-366d-4434-970c-ff183c99c7af,no_churn,0.088380545,0,no_churn,-0.0039873134008848,-0.0042672097204922,-0.0813816828412746,-0.0161405360831122,0.0130372174339572,-0.148600182308928,0.0635048195867057,0.0688087347836699,Male,36,Yes,No,Employed,Suburban,Master,1671516000
55,Yes,Yes,Medium Speed,In_Store_Support,One year,<80hrs,Active,9806547d-604a-4d5e-b754-5bd3078363ac,no_churn,0.077199325,0,no_churn,-0.0576885665109284,-0.0060199762256161,-0.0257698122703914,-0.0628913321657728,-0.10726383776946,-0.0453175786375868,0.0395741328110534,0.0413508154481905,Female,55,No,Yes,Unemployed,Suburban,College,1671516000
51,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,c973baca-ca4a-42ed-9476-e2ad8ef70678,no_churn,0.100543864,0,no_churn,-0.02432309570514,-0.0065789434618272,0.0039722306147268,-0.0367358812680686,0.0650683369687612,-0.198815703396922,0.0878649081106323,0.0673553284892477,Female,33,Yes,Yes,Employed,Suburban,Master,1671516000
47,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,40e08269-b0af-4764-9e2b-1e5288049e2c,no_churn,0.123754814,0,no_churn,-0.0772203209347935,-0.0039408428008391,-0.0179396135108891,-0.0118814948413728,-0.0732119026791224,-0.0471513758555011,0.0173593712474939,0.0449600281247876,Female,22,No,No,Employed,Rural,Bachelor,1671516000
72,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,11124da7-3535-4fc2-9af6-610c22a04d0d,no_churn,0.0062697153,0,no_churn,-0.122926814078382,-0.0007502626566724,0.0042725082496076,-9.55601726150235e-05,0.0342275597529806,-0.121657186636244,0.0278363751648817,0.0400672293058437,Female,70,Yes,No,Employed,Suburban,College,1671516000
71,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,ab37be5d-0ae4-4b00-884a-9e9aee4e9760,no_churn,0.0026431382,0,no_churn,-0.113889507444273,-0.0027140958176096,0.0010592158640247,-0.0494952891832144,0.0334721320221979,-0.221915652944545,0.0415806787182555,0.0508763677109345,Male,67,No,No,Unemployed,Suburban,College,1671516000
63,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,24dca78e-7e06-424e-86e6-24090dd69e13,no_churn,0.01840915,0,no_churn,-0.097822895759873,-0.0028459703676708,-0.005355624713311,-0.0169381655560755,-0.0519068309181602,-0.141738962999043,0.0249661495644431,0.022616146666096,Female,25,Yes,Yes,Unemployed,Urban,College,1671516000
53,No,No phone service,Low Speed,Phone_Support,One year,<80hrs,Active,0d260c71-9ced-46b7-a60a-9a38c2381e30,no_churn,0.113850616,0,no_churn,0.0072019616203124,0.0307218061265075,0.0053359266312145,0.0378750461231447,0.0435184902376022,-0.0471306737011764,0.143823600827823,0.0796276966925915,Female,66,Yes,Yes,Employed,Suburban,College,1671516000
71,Yes,No,Medium Speed,Phone_Support,Two year,<50hrs,Active,45ff11bc-3434-4892-9ff2-002e64d8749a,no_churn,0.0039115245,0,no_churn,-0.109192561539785,-0.002050900507229,-0.0017905070067718,0.0016860837746389,0.0395398623332221,-0.183783097662317,0.0206380560060915,0.0459269136058446,Female,50,No,Yes,Unemployed,Rural,High School or Below,1671516000
72,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,9c28f1ef-e374-408a-9e4f-d6306830d948,no_churn,0.005419261,0,no_churn,-0.0980479575063759,0.002195106313843,-0.0035385853472598,-0.0130007723638664,-0.0508286289281431,-0.137602499132784,0.0117232084361103,0.020073975172454,Male,32,No,No,Employed,Urban,College,1671516000
72,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,2d205c2f-5659-4e35-8018-b83202d94889,no_churn,0.0041525684999999,0,no_churn,-0.165987036184338,-0.0023189642900251,-0.0066093733330308,-0.0407731079337099,0.0351333722196432,-0.137707391752365,0.0348892821759682,0.0443470670829629,Female,60,Yes,No,Employed,Rural,High School or Below,1671516000
57,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,262841d2-2fdd-4af9-b705-c89c79c52683,no_churn,0.0343812739999999,0,no_churn,-0.0376747869053906,-0.0039730228316693,-0.0435408717023438,-0.0195655049788729,-0.0365043933421202,-0.097274257041663,-0.0125712515308714,-0.0179220645911391,Male,66,No,No,Employed,Suburban,College,1671516000
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,1f3e3ff6-25c3-41dc-85f9-680d282ff10a,no_churn,0.027080594,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,80,No,Yes,Employed,Rural,College,1671516000
12,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,11ce1a90-ff01-4b88-8762-0980bd4db08e,no_churn,0.16419905,0,no_churn,0.169594361582149,0.0004046346516588,0.123258151394748,0.006386439652997,0.100970216797414,0.135947093747454,-0.0344910905980214,-0.0462631810899438,Male,23,No,No,Employed,Rural,Bachelor,1671516000
12,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,83e513f0-f931-4920-a9dd-4a8e7dd09985,no_churn,0.27913687,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Male,62,Yes,No,Unemployed,Suburban,College,1671516000
34,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,70b89fcb-931f-4bbc-9364-09b368ea4f1c,no_churn,0.07358689,0,no_churn,-0.0502314137150187,0.0027622709366642,-0.0239530973851651,-0.0356759323299047,0.0279662295624621,-0.114184557890367,-0.0180266962862242,-0.0276829559801353,Male,79,Yes,No,Employed,Suburban,High School or Below,1671516000
8,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4a9ab8ea-4f1e-4f07-9061-60fec3b4ea29,no_churn,0.37553963,0,no_churn,0.0170887389093059,-0.0114536998776293,-0.0265589734563127,-0.134057152302548,0.0231934106326843,0.0437875892383363,-0.0535683541087382,-0.069957709336395,Female,27,No,No,Unemployed,Suburban,College,1671516000
5,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f27ef062-fdb9-4987-aeae-98820d653a1b,churn,0.29353908,1,churn,0.162232265126113,0.121038840248748,0.0365282812021723,0.0127064038924072,-0.0294949760668896,0.115663921715795,-0.022834819258378,0.0018395709036758,Female,55,No,No,Employed,Rural,College,1671516000
26,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b07ac04a-0678-411e-96f0-bdd8dbab149a,no_churn,0.07214916,0,no_churn,-0.123165666204159,-0.0072693325417822,-0.0444384528099999,-0.0499715910424038,0.0127995004418244,0.0355403932888566,-0.0479716463152999,-0.0445493560634531,Female,39,No,No,Unemployed,Suburban,College,1671516000
2,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c4cddbd5-d1e0-40cf-b2de-94775a8b994a,churn,0.23208155,1,churn,0.22183124821855,0.153174818897087,0.0721517998411809,0.0274313188855103,0.0305375740981799,0.161350421206748,-0.0252509638096808,-0.0308378591581367,Female,79,No,No,Employed,Rural,Bachelor,1671516000
9,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0b844fd7-3041-4681-8e70-9acd06019f6e,churn,0.38740695,1,churn,0.217118709908555,0.0984882251611998,0.040658207349852,0.0286600630606062,0.0438206960785737,0.122286418214044,-0.0075732369726574,-0.0093899849561648,Female,46,No,No,Employed,Suburban,Master,1671516000
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fd7551ce-d863-4e92-b67e-6985e22c2509,no_churn,0.37210068,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,70,No,No,Employed,Rural,College,1671516000
5,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6b7a1542-ad5b-41e8-9f00-4095195deec3,no_churn,0.32331765,0,no_churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Female,63,No,No,Employed,Urban,Bachelor,1671516000
70,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,d35d9634-895d-4e71-b775-816695b9d576,no_churn,0.011492315,0,no_churn,-0.0983822240433073,0.0084329907923438,-0.0013424315409793,-0.0125785978968769,0.0014664875862126,-0.130033492100374,-0.0152594351632842,-0.0213294511618778,Female,29,Yes,Yes,Employed,Rural,High School or Below,1671516000
34,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f7f03833-97f8-423e-b6f0-142c41108806,no_churn,0.11858417,0,no_churn,-0.0555013392485125,-0.0058613645481227,0.0019607746662541,-0.0356759883175527,-0.118489268352264,0.043786276881965,-0.0335000466229394,-0.0357451954141106,Male,45,No,No,Unemployed,Rural,Bachelor,1671516000
49,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,38b8445e-380b-4997-a61f-820e00bb8217,no_churn,0.024305651,0,no_churn,-0.0514835995550311,-0.0036359509791145,0.0080631441374316,-0.0387687360833297,-0.0320874576722235,-0.112510139239639,-0.0167469207461363,-0.0218564922015866,Male,73,Yes,No,Unemployed,Suburban,College,1671516000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3c5c9a89-3319-4280-a03c-43cc723e120f,no_churn,0.13626768,0,no_churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Female,30,No,Yes,Employed,Suburban,Bachelor,1671516000
0,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,f09fff9b-b442-4758-b4c5-b80059d777bd,no_churn,0.019052437,0,no_churn,0.0846525149780109,-0.0045115665630874,0.0142099751610385,-0.0665706015887281,0.0074075538150191,-0.208487191585418,-0.0344964954138413,-0.0338493887337153,Female,62,No,Yes,Unemployed,Urban,High School or Below,1671516000
54,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,a2272f7d-24ca-4ec7-9c92-831efed99397,no_churn,0.28475314,0,no_churn,-0.0706621316180417,-0.0029519047954272,0.0109837397553383,-0.051879867716816,-0.04329033471613,-0.145755910650223,0.0302939835385495,0.0342362747848756,Male,68,No,No,Medical Leave,Suburban,High School or Below,1671516000
16,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,a70e654b-68ad-46ac-b0c5-d5b982cdcd56,churn,0.67510426,1,churn,0.011229972004603,-0.00543415547123,-0.0449428516361103,-0.102898788603693,0.0113975927347564,0.0803505646691701,-0.0122349410462265,0.0627445530334989,Male,47,No,Yes,Disabled,Suburban,Master,1671516000
51,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,87c0f578-0097-4cbd-bb3b-ca3101c1d7b8,no_churn,0.18345885,0,no_churn,0.0350917908913652,-0.0047813092445176,0.0662272933297572,0.0490480281621421,0.10368601850847,-0.0849316753717084,0.12951180769548,0.0771219015000497,Female,21,No,No,Employed,Urban,College,1671516000
37,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,3d5b056e-572b-4217-9c98-1afd407b5119,churn,0.25910547,1,churn,-0.0236256199429954,0.0015436684524684,-0.030004981293041,0.0213117756336578,-0.027559820459428,-0.0589986964640957,0.025258620237364,0.0830489020107597,Female,22,No,No,Employed,Suburban,High School or Below,1671516000
62,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,545834df-168a-45e8-9cc8-137b2a0dffaa,churn,0.0619082529999999,0,no_churn,-0.115083157281788,-0.0033745626938252,0.0213089008195493,0.0233979530833858,-0.138142881886706,-0.0999331363362216,0.0392740163663074,0.0435267133196975,Female,48,No,No,Employed,Suburban,High School or Below,1671516000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,e07d6983-12ed-4252-8b5f-7a53dd2c1f71,no_churn,0.019057192,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Female,22,No,Yes,Employed,Suburban,Master,1671516000
63,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,23198e35-b523-4c4f-a149-90afb59bf2e8,no_churn,0.26778343,0,no_churn,-0.163090589294188,-0.003827748047006,0.018554016225662,-0.0005030982270727,-0.0650399870035835,0.0480564937259441,0.0124297432108687,0.0443950177430088,Male,79,No,Yes,Unemployed,Suburban,Bachelor,1671516000
57,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,d083c270-c159-46ad-ab71-13cacc8da987,no_churn,0.2762755,0,no_churn,-0.0925498922296992,-0.0043507789002433,0.0528668601408571,0.0445474927165742,0.0825244497501444,0.0809070711206368,0.119208272919404,0.0654015514942875,Female,53,Yes,Yes,Medical Leave,Suburban,Bachelor,1671516000
19,Yes,No,Fiber optic,In_Store_Support,One year,<80hrs,Active,a3b0ad41-1989-4512-a967-03f9e0215396,churn,0.48805323,1,churn,-0.0456679621263265,-0.0067796035281207,-0.0234844557474752,0.0662235214460224,-0.0161406031985461,-0.0197864122488135,0.0459055498853558,0.0672038165445701,Female,47,No,Yes,Unemployed,Suburban,High School or Below,1671516000
67,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,8820a8fd-73e5-4058-b7d3-e1b6fcd7352c,churn,0.21835184,0,no_churn,-0.122394570140841,-0.0020307889647665,0.0255092258626427,0.0152502129198819,0.0094950857143703,-0.12913666859029,0.0008650452390611,0.0334163078038363,Female,64,No,Yes,Retired,Suburban,Bachelor,1671516000
60,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,16382bad-ca98-4e67-94b7-fd4d3834b56a,no_churn,0.04806984,0,no_churn,-0.0956495228507446,-0.0021376264158789,0.0584013836002304,0.0899430927817047,0.0255307071775314,-0.0355897392714177,0.0760830441950383,0.0543925122411383,Female,42,No,Yes,Unemployed,Suburban,Bachelor,1671516000
64,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,d472502c-6913-4b98-a1b9-6ae9cc2437fd,no_churn,0.0609590079999999,0,no_churn,-0.217356575475696,-0.0026245222644502,0.0164901309937704,0.0079793205721762,0.0013020173959557,-0.117087974976803,0.0214044148504035,0.0308670368366074,Female,44,Yes,No,Unemployed,Urban,Bachelor,1671516000
71,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,3c7781d0-c1a5-4cf6-a5c1-e3fda62c6e12,no_churn,0.08788586,0,no_churn,-0.176864824801287,-0.0028359178950449,-0.0450607685310205,0.0477684063578726,-0.0147596218203625,-0.0473970319912996,0.0152204604419785,0.0449031457256296,Male,66,Yes,Yes,Employed,Suburban,College,1671516000
30,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,f2a16e97-d1d7-4117-8c17-b5445a4f201c,no_churn,0.23093483,0,no_churn,-0.0532282521822799,-0.0020736332777232,-0.0399985957498756,-0.0628331832935327,-0.0440370984492528,-0.0876100575457621,0.0339126558576572,0.0368420126181445,Female,76,No,Yes,Employed,Rural,Master,1671516000
19,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,e2893ff6-24f4-4835-8547-619224d2bbd3,no_churn,0.20479192,0,no_churn,-0.0226780618835528,-0.0052903031496498,-0.0274107109378655,0.0087290207362275,-0.0360054074960316,-0.140393694728855,0.0039672885955587,0.0415557160037678,Female,59,No,No,Employed,Suburban,Bachelor,1671516000
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,47cbcb57-0ad8-4b77-a86f-2b106c0a7bee,no_churn,0.0089019425,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Male,77,No,Yes,Unemployed,Suburban,College,1671516000
60,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,4b2896fc-f412-4157-a332-845399be4a36,no_churn,0.073418364,0,no_churn,-0.111077413756393,-0.0034889820496391,-0.0746752955125521,0.0408868631840232,-0.0129727129107777,-0.120048553781435,0.0255728202290265,0.0167771232879022,Male,24,No,No,Employed,Suburban,High School or Below,1671516000
65,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,470c1ebc-8794-46de-bc5c-e42f449715fc,no_churn,0.07079239,0,no_churn,-0.1106948296272,-0.0017421430835383,-0.0156717906997801,0.0151537632631607,-0.0613820310295159,-0.116632467742784,0.0068168441354282,0.0251265024635358,Male,30,No,No,Disabled,Rural,High School or Below,1671516000
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,0b2d0583-bbbf-4d80-bc2f-0f59c1460f3c,no_churn,0.0050381045,0,no_churn,-0.124393302092938,-0.0031237637929007,0.0030709888184333,0.0339032386152666,-0.0226064327340554,-0.131677155033829,-0.0103692914456905,-0.0138304356675826,Male,62,No,Yes,Employed,Rural,High School or Below,1671516000
70,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,6184bdc8-def9-40a7-b4ec-44f2caf399a8,no_churn,0.0159743839999999,0,no_churn,-0.0992561159567776,-0.0026549822606102,0.0155402375539961,0.0410876470220864,-0.056391350690128,-0.11100219567868,-0.0228952278047108,-0.0284541633830303,Female,74,No,Yes,Unemployed,Rural,Bachelor,1671516000
23,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,05271c18-3cfc-4a4f-a194-f3a6c439b5f4,churn,0.44532096,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,23,No,No,Unemployed,Rural,High School or Below,1671516000
39,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,4609dd49-fac6-48e7-a44f-ffde77eefb05,no_churn,0.21076302,0,no_churn,-0.0179261980727551,-0.0103634307353786,-0.0233864003628696,0.0770527183812373,-0.218635878505847,0.0220281835376863,-0.017461479232752,-0.0303336671708711,Female,57,Yes,Yes,Medical Leave,Suburban,Master,1671516000
71,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,d34c92ed-fd7a-4f27-b0eb-b40676aad87a,no_churn,0.015221523,0,no_churn,-0.146404719340621,-0.0032117532077336,0.0068226171358583,0.0322880542567872,-0.0161632465408138,-0.0977484200714525,-0.0149225989454771,-0.0296860857575939,Female,45,Yes,Yes,Employed,Rural,Bachelor,1671516000
65,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,53e0163b-9c34-4dd0-ab81-415f5112a07a,no_churn,0.081821024,0,no_churn,0.079373101224678,-0.0003503328971964,0.102263312407881,0.113986110694086,0.0853364591775016,0.0034197279738737,-0.0006104828001662,0.0104845343825763,Male,67,Yes,Yes,Employed,Suburban,College,1671516000
12,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,70598e98-a4e9-4b7b-8dac-855e4f501509,no_churn,0.5329744,1,churn,0.0061247164897031,-0.0042252229342193,-0.0265557829389945,0.0545220724300997,-0.126841335047939,0.053240121150784,-0.027931300070104,-0.0520260869707817,Female,80,No,No,Employed,Suburban,High School or Below,1671516000
61,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,1a4f056a-1d5c-4066-82b0-632d314e8751,no_churn,0.05260652,0,no_churn,-0.0950545638517132,-0.0031859947990596,-0.0613918395480004,0.0389607758369129,-0.0025855152116582,-0.0865732574874846,-0.0183564351611858,-0.0408393200345653,Female,76,Yes,No,Medical Leave,Suburban,College,1671516000
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,6c106960-d153-4c8b-b392-eab7479f19a4,churn,0.22989948,1,churn,0.0662988799595223,-4.60133137676166e-05,0.0799327866565909,0.127531784376902,0.0836453475318194,-0.0066219108642872,-0.0006319470489779,0.0184522303459016,Male,73,No,No,Employed,Suburban,Master,1671516000
56,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,1dcd4dac-2062-4562-bd16-d39660d19c97,no_churn,0.03387986,0,no_churn,-0.0641372997044345,-0.0036346141799913,-0.0116688727792097,0.0141035402429861,-0.0624195021171362,-0.0849197461345283,-0.032781356253763,-0.0235683025116486,Male,28,No,Yes,Employed,Suburban,Bachelor,1671516000
31,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,4a5dacbc-0d1a-4461-8f01-c263d4b4783b,no_churn,0.25599417,0,no_churn,0.216375037066009,-0.0055908964486479,0.0300735320688545,0.158872586107409,0.143866104808894,0.149098362141767,0.0083957917661609,0.0047404818639552,Female,38,No,No,Employed,Suburban,High School or Below,1671516000
30,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,f4bce81c-df54-4391-a232-8fdeecf107c6,no_churn,0.1737235,0,no_churn,-0.0419731507794767,-0.0028718584627131,-0.022929640535076,-0.0135353953343474,-0.0204124001413038,0.0877317268058686,0.0711784167761288,0.0167861544865081,Male,80,Yes,Yes,Employed,Rural,Doctor,1671516000
25,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,dfb9cd29-4d74-49da-9505-76dbe081cddc,churn,0.2681645,1,churn,-0.0857894444570729,0.004206989611448,-0.0070641364849871,-0.0538930459827292,-0.134090034369028,0.060296324957037,0.023909638711359,0.0433975554439621,Female,24,Yes,No,Employed,Rural,Bachelor,1671516000
58,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,be031601-d6e4-4f40-84f2-8158c53efc82,churn,0.42105073,1,churn,-0.156963340305188,-0.025505184049125,-0.0237512209850456,-0.0050806409194501,-0.106945513186934,0.0560341901743049,0.0292839518431355,0.033901604849143,Female,37,No,Yes,Employed,Suburban,College,1671516000
18,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,45b32a13-798e-4366-b8b1-45d01e5bc006,no_churn,0.22886203,0,no_churn,-0.0338128509828584,-0.0014886403650598,-0.0355837227238043,-0.0784116877330234,-0.0628095481396121,0.0604677261827419,0.111220159758941,0.0713924118107752,Female,55,No,No,Unemployed,Rural,Master,1671516000
57,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,908a9bbd-c097-497a-af8b-9d117d47abd9,no_churn,0.18901668,0,no_churn,-0.0731916234779873,-0.0188847304470255,-0.0352250317918924,0.0119587814733267,0.0532895259799443,0.07383870729117,0.0410844940757397,0.0681037245947209,Female,67,No,Yes,Employed,Rural,College,1671516000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,6a112829-f0e9-48e8-9cc4-8a0452ca758d,no_churn,0.19071372,0,no_churn,-0.042902844398784,0.0071081079759096,-0.0399188106878864,-0.0072640029523586,0.0262139925474457,0.101161601177487,-0.0232419403605058,0.0633653624762769,Male,66,No,No,Unemployed,Rural,College,1671516000
8,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,43c84d3c-3981-4c3b-8800-62c9aa1037a3,no_churn,0.43804374,0,no_churn,0.0353766575328063,-0.0435673738208288,-0.0367728257623548,-0.0545160624610662,-0.0754998975205217,0.0782239330779225,0.0363190573796919,-0.0039229740533414,Male,77,Yes,Yes,Employed,Suburban,Bachelor,1671516000
54,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,2ad045ad-1521-43ae-9a68-4cbe80abb764,no_churn,0.024315495,0,no_churn,-0.059309030858576,-0.0111135157262651,0.0066038927925819,-0.0041803189919846,0.0548688173772552,-0.145577025848588,0.0007350416261488,0.053945990221091,Male,56,No,No,Medical Leave,Rural,Bachelor,1671516000
55,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,89200364-ffd4-4b75-99c2-5de156f21fb3,no_churn,0.02596669,0,no_churn,-0.0501287732390664,-0.0025846724112125,0.0090377725813868,-0.0194487188613948,-0.0441715779817059,-0.223325756048507,0.036683992032913,0.0249115793081182,Female,68,No,Yes,Employed,Suburban,High School or Below,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,70d43140-15b0-4e7d-9da1-554d947dfacf,churn,0.59726155,1,churn,0.273244120570471,-0.0066881578208267,-0.0332032329333196,0.0050854471816819,0.167521886638606,0.145771601173728,0.0943869265205648,0.0848552624085641,Male,51,No,No,Unemployed,Suburban,College,1671516000
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,6661c8c6-c0bd-4c9f-a54a-af50adda6a15,churn,0.7591118,1,churn,0.271522209296863,0.124746870434128,0.0389900229016029,0.0012653549676178,-0.0415494683012138,0.168939300938382,0.077766061568891,0.0659601681229423,Female,44,No,No,Employed,Suburban,College,1671516000
30,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,160f0c6b-9574-4070-849b-d3426c47e6a9,no_churn,0.26514924,0,no_churn,-0.0885778850929227,0.0051345957163448,-0.0101704321206489,-0.103576796781533,-0.0978224751197376,0.0578065633757569,-0.0180232143450257,0.0062034918851009,Male,32,Yes,No,Unemployed,Rural,Bachelor,1671516000
20,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,17b73261-f035-4357-89b3-bbe7dd37af06,no_churn,0.09886142,0,no_churn,0.0457462648472574,-0.003020584946953,0.0066376898479757,0.0167410958903201,0.0471699569413794,-0.167366376760083,0.0566708957636365,0.0782282394385401,Female,57,No,No,Retired,Urban,High School or Below,1671516000
34,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,dcb76b02-4a85-4683-b26c-08215cc0d883,no_churn,0.034166478,0,no_churn,-0.0439490873490467,-0.0039874655466519,-0.0094479682932978,-0.0420473903680613,-0.0363042969840535,-0.0726635201822409,-0.0225660157165839,-0.0380604079329168,Male,67,No,Yes,Retired,Urban,College,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e466aabf-af96-4e3f-b888-1399261770cc,churn,0.46451646,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,71,No,No,Employed,Suburban,Bachelor,1671516000
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,84f31649-15c6-4aac-b897-357987f15795,churn,0.5460453,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,41,No,Yes,Employed,Urban,Bachelor,1671516000
35,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c1868ecb-787d-4e61-8d81-f01988f896cb,no_churn,0.039936967,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,59,Yes,No,Employed,Rural,Bachelor,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f3f34333-32f3-4a33-be35-93164e059d6b,no_churn,0.33924887,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,40,No,No,Employed,Suburban,College,1671516000
66,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c87ebcbb-c392-46bb-9e97-25b7d5003669,no_churn,0.069691956,0,no_churn,-0.0338986674085481,-0.0055917863425383,-0.020207695794179,-0.0514762143239204,-0.0831626821616282,0.0014904892108552,-0.0160142598047787,-0.017641524644132,Female,80,No,No,Employed,Suburban,Master,1671516000
61,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,1428d8de-cac6-439c-bed8-627c6acc416e,no_churn,0.005886145,0,no_churn,-0.0736094557089745,-0.0035267562831541,0.0037659141035146,-0.0194667349642622,0.0049526777179016,-0.141725595918851,-0.0210214199064284,-0.018394781775969,Female,58,Yes,No,Medical Leave,Urban,Bachelor,1671516000
66,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,81ca4d0c-9b52-4c88-80e8-8ff8e660f7c0,no_churn,0.02756556,0,no_churn,-0.0148795235672423,-0.0027185911971537,0.0091958475832962,-0.0565516489817673,0.002224147105735,-0.149735615152117,-0.0262890717518712,-0.0252716959937788,Female,34,No,Yes,Employed,Suburban,College,1671516000
58,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,7233e06d-904e-41ef-9d97-df53947cd9b0,no_churn,0.014100409,0,no_churn,-0.0691033434591645,-0.0042546677345126,-0.0001555232015562,-0.0203828966089076,-0.0421936861112772,-0.102033245285002,-0.0154101645128685,-0.0154926265317953,Female,69,No,Yes,Employed,Suburban,Bachelor,1671516000
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,7078a576-c970-4a9b-891b-3892a5be0832,no_churn,0.0068389927,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Male,35,No,No,Unemployed,Suburban,Bachelor,1671516000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6c0bc4a6-5aba-4901-949a-1e16f69ec3f6,churn,0.62016493,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,20,No,No,Employed,Suburban,Bachelor,1671516000
15,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,05a22f29-b17e-42d4-8d32-718fd71a363b,no_churn,0.10550265,0,no_churn,0.166007157228996,-0.0100524944071003,0.0801762970326308,-0.0562051373535359,0.0829312448541895,0.122024730556095,-0.0297086341894828,-0.0457434310590997,Male,51,No,No,Unemployed,Urban,College,1671516000
60,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,673a4873-24fc-441a-8dd5-586ee7fe3f3f,no_churn,0.0131199564999999,0,no_churn,-0.0893828171241693,0.0087025030157474,0.0023182173197164,-0.0162004826274096,0.0051200130599136,-0.133460762115619,-0.0247284580656196,-0.0213943669555465,Female,64,No,Yes,Unemployed,Urban,College,1671516000
64,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,f4b9d4f7-9912-49e6-b7ff-e6ea1a777dc5,no_churn,0.012966571,0,no_churn,-0.0589658081083143,-0.0029895495367782,-0.0120161123949856,-0.0107095201551783,-0.018520590750486,-0.113896895270991,-0.0214715033647735,-0.0284561735599345,Female,56,No,Yes,Unemployed,Suburban,High School or Below,1671516000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,91d42ef8-c97b-4b67-ab68-c5fedc8e7e3a,no_churn,0.002892264,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Male,64,No,No,Employed,Suburban,High School or Below,1671516000
39,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,cfa63994-80cc-40f9-935d-f0629fc9c42e,no_churn,0.012483473,0,no_churn,-0.0246491036296811,-0.0050961467967499,-0.0050183358837057,-0.0705428392870362,-0.0379206806755792,-0.0993722959173464,-0.0123363789986069,-0.0140903710164411,Female,71,Yes,Yes,Unemployed,Suburban,High School or Below,1671516000
13,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,b0e9120c-742b-4f2b-b8d7-52848eab0306,no_churn,0.010051467,0,no_churn,-0.0161621399183059,-0.0055947867428403,-0.0210379598292456,-0.0367375078741861,0.0089041271380847,-0.120725725068605,-0.0361113713376471,-0.0415607895390166,Female,73,No,Yes,Employed,Suburban,High School or Below,1671516000
1,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,eda6cc83-138a-4dcc-b21f-82bc5bf222d6,no_churn,0.043428995,0,no_churn,0.0957397764005327,-0.0081259349726315,-0.0332080451513138,-0.0311057659384914,-0.043655980470794,-0.11090063166147,-0.0191386372472243,-0.0196309316204269,Female,49,No,Yes,Unemployed,Suburban,High School or Below,1671516000
30,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8d459bd7-725b-4ff0-80df-75b12fc2b02d,no_churn,0.19179843,0,no_churn,-0.0003260939637129,-0.0158487713341082,-0.0812208977764157,-0.107432597582219,-0.0241815403820009,0.0532173982377571,-0.0262809843366812,-0.026952662057356,Male,21,No,Yes,Disabled,Urban,Master,1671516000
57,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,6b8e0c09-6bb9-4b62-98ed-e708555ad676,no_churn,0.01473377,0,no_churn,-0.0301366294929903,-0.004085215105515,-0.0064152218418166,-0.0450838610998107,0.0141309711256326,-0.112706654103895,-0.0367951093369265,-0.0479344325294005,Male,55,Yes,Yes,Employed,Urban,Bachelor,1671516000
30,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,71ae5737-1859-433a-a510-3b1f3ec6b754,no_churn,0.016865278,0,no_churn,-0.0283276656796442,-0.0057308769614974,-0.0265951088209294,-0.0307468968470675,0.0103738524150503,-0.115316297557874,-0.0318443378400843,-0.0408388224171722,Female,52,No,No,Employed,Urban,High School or Below,1671516000
69,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,fedd054b-754b-4233-96e9-f7ae1e29f241,no_churn,0.0488716,0,no_churn,-0.104368641259111,0.0026864431655121,-0.0041032556461505,-0.0164251009909776,-0.0129838769986236,-0.099169298288034,-0.0172151664599277,-0.0174472560372305,Female,27,No,Yes,Employed,Suburban,Doctor,1671516000
69,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,4e4e4dbe-f044-4877-bc0a-bdd8504553fe,no_churn,0.0061086463,0,no_churn,-0.0480349509012012,-0.0028869342588404,-0.0099947023530512,-0.0217995904904546,0.0020633170410656,-0.134040376538542,-0.0246585777734799,-0.0296743374162451,Male,67,No,No,Employed,Suburban,High School or Below,1671516000
5,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cb1952b3-7f20-486f-98d0-096bedcfb772,churn,0.5405738,1,churn,0.197810565583923,-0.0124861904734234,0.116927311199756,0.0317459399510607,-0.0225595179449419,0.109992753680144,-0.0243011843307522,-0.0095843914690885,Male,35,Yes,No,Unemployed,Urban,Master,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,29e74d1d-2f0b-4edf-9820-ff6c8c241144,no_churn,0.36631912,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,36,Yes,Yes,Employed,Suburban,High School or Below,1671516000
30,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,a10f898e-5bf9-4e44-96d5-650348146e99,no_churn,0.022253891,0,no_churn,-0.0562411148243245,-0.0042402631707955,-0.0084727677291175,-0.0561780560589522,-0.0201933888560051,-0.0865962143123943,-0.0161063521022879,-0.0209979944481665,Male,50,Yes,Yes,Unemployed,Suburban,High School or Below,1671516000
47,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,ae2a49cf-7d70-4527-b08a-fb5e3e88d9df,no_churn,0.04803099,0,no_churn,0.0092860559184009,-0.0010934248562807,0.0228766224292485,0.0172258842020164,0.0367159020567669,-0.0162719460294647,-0.0328348515558718,-0.0449303923331535,Male,52,No,Yes,Unemployed,Suburban,Master,1671516000
55,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,b030148a-767d-4f3d-96eb-07ebf0f1a051,no_churn,0.058623504,0,no_churn,0.0549126732007971,-0.0034860587768889,-0.0008677452850497,0.0404925658965294,0.0714544543905685,-0.0099439326513038,-0.0145335558443002,-0.0170545507068709,Female,53,No,Yes,Unemployed,Urban,Bachelor,1671516000
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,26691d93-a386-405f-b16e-6a74fe5fb07d,no_churn,0.49135274,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,61,No,No,Unemployed,Suburban,High School or Below,1671516000
47,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d2d67c4-ede0-4174-a728-539d518b06db,no_churn,0.13587618,0,no_churn,-0.0461411541633879,-0.0040977140744507,-0.0643553888595033,-0.0655050599115747,0.0412941747038439,0.0539063640404583,-0.0374008449224766,-0.0560122417530328,Female,51,No,Yes,Unemployed,Urban,College,1671516000
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,7d502cdd-1a78-41e8-9286-04a0793fd8df,no_churn,0.0057003259999999,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Male,20,Yes,No,Employed,Suburban,College,1671516000
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,63fed608-f394-41f8-bc64-f7e80764131a,no_churn,0.0046502366,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Male,50,Yes,Yes,Employed,Urban,Bachelor,1671516000
12,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e84cbe39-fee6-4fc1-9168-d0bbca676dbe,no_churn,0.1882554,0,no_churn,-0.0620700823367587,-0.0090670244376815,-0.0197647981329828,-0.104808630542793,-0.0343723925388258,0.0409518227019634,-0.0395798757791453,-0.0309818375326358,Female,69,Yes,Yes,Employed,Suburban,College,1671516000
42,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,7cc008bf-03e3-4917-9655-992922926b82,no_churn,0.0066034836,0,no_churn,0.012853394229578,-0.0038376831355344,-0.0034879945976717,-0.022311607168358,-0.0096532358988952,-0.210818610567076,-0.0140427996170728,-0.01772761328466,Male,35,Yes,No,Employed,Suburban,Bachelor,1671516000
41,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8a1234c0-d332-4e97-bc12-9399def477d0,no_churn,0.058291283,0,no_churn,-0.0722989940195839,-0.0098321897818459,-0.0013443522194575,-0.0803629685997566,0.0236687786854418,0.0577960006747162,-0.0453420598370576,-0.0788103673674231,Female,23,No,No,Medical Leave,Rural,High School or Below,1671516000
3,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e74e610b-6457-4138-88e9-d252caf13672,no_churn,0.0515964659999999,0,no_churn,0.0392044469179563,-0.0057216672255526,-0.0236470179686057,-0.065945203362844,-0.0163429661576174,-0.127023123407307,-0.0320687244498003,-0.0374818965393296,Male,50,No,Yes,Employed,Suburban,Bachelor,1671516000
27,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c8f7304f-2cf3-4af4-b353-72eb76d6e701,no_churn,0.03776875,0,no_churn,-0.0543858057343641,-0.0045936183852245,-0.023987687717672,-0.0317016254349982,0.0104966874976616,-0.0811323626838475,-0.0421750109840195,-0.0415467303716559,Female,79,No,Yes,Unemployed,Urban,Bachelor,1671516000
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d76f15bd-aa41-4a49-bd43-0ba04338f3b3,no_churn,0.22765273,0,no_churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Female,67,No,No,Employed,Urban,Bachelor,1671516000
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8eaaf398-8ccc-464e-8e18-6e904bbbc5d0,no_churn,0.14908957,0,no_churn,0.0924996759238547,-0.0145595505272285,-0.0016076459707073,-0.104886848020788,-0.11635605107489,0.073356737885424,-0.0322688501865013,-0.0228603204200953,Female,61,Yes,No,Unemployed,Suburban,Bachelor,1671516000
17,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,8d8cd4b3-f8ce-47e7-89ae-599a78effe0c,churn,0.13044661,1,churn,0.0467553496785058,-0.0083680716353774,0.0207827474369742,-0.0405889033711673,0.0170184242197365,-0.170795799475995,-0.0242189226505433,-0.0396109759678984,Male,72,No,Yes,Unemployed,Suburban,College,1671516000
4,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,5b2c09be-0fca-42d5-b5cf-c2ad3542e855,no_churn,0.04931379,0,no_churn,0.0436214965802446,-0.0051309092976953,-0.0193008407329034,-0.0629228650103505,-0.0044488998882025,-0.141483629409377,-0.0349628085779841,-0.033731029308019,Female,60,Yes,Yes,Disabled,Suburban,College,1671516000
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b5e80ec7-fbc8-401c-b0bb-9470ff38ee01,churn,0.6317868,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,23,No,Yes,Unemployed,Rural,College,1671516000
17,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,59161c33-301a-478d-9548-4ba0618b7bd5,no_churn,0.19781426,0,no_churn,-0.0074111849595738,-0.006080799822148,-0.0160908008705064,-0.195346980655659,0.0149317872354549,0.0622218765688376,-0.0326985166282975,-0.038551531119383,Male,39,No,No,Unemployed,Suburban,High School or Below,1671516000
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bdff3de4-3419-4f98-aab2-43abb09b06ee,no_churn,0.22421093,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,37,No,Yes,Unemployed,Suburban,Master,1671516000
35,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,c70c1cb4-10b5-4c11-96a6-47763b828f75,no_churn,0.01990436,0,no_churn,-0.0559164627622976,-0.0040722606186682,-0.0131930482808729,-0.0384453227355152,-0.0360490398377623,-0.0574293233324806,-0.0216781368137162,-0.0422425579279115,Male,55,No,Yes,Unemployed,Suburban,Bachelor,1671516000
68,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,9494a053-0b62-4b01-88e5-d9cbcf625a69,no_churn,0.0062926924,0,no_churn,-0.0180209566949815,-0.002677999966836,-0.0058043901718065,-0.0074739355112797,-0.0030846829220536,-0.205498997199938,-0.0115589563936555,-0.0149062309379041,Male,36,Yes,Yes,Medical Leave,Rural,College,1671516000
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3aa7c7bc-680a-4779-96ae-b9e2a947cc5d,no_churn,0.18996061,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Male,35,No,Yes,Employed,Suburban,College,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c30acf72-5c1d-4a70-9dd8-9cbf90e1b0fe,churn,0.709669,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,62,No,No,Employed,Suburban,College,1671516000
40,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,90a4cff6-0b5b-4f89-b694-9a3c39d32b92,no_churn,0.05374846,0,no_churn,-0.0555701343578221,-0.008239325651848,-0.0809070325772336,-0.0475516911267186,0.0460540175071309,0.0585992754090148,-0.0384781265814126,-0.0679331338348401,Female,20,Yes,No,Unemployed,Rural,High School or Below,1671516000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b602668c-1aa1-4c8c-8e41-fafabc8f9be8,no_churn,0.1223805,0,no_churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Male,48,Yes,No,Employed,Urban,High School or Below,1671516000
34,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,850d463a-ad8f-4b94-b971-cdbd27137fc2,no_churn,0.030301167,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Male,51,No,Yes,Employed,Suburban,College,1671516000
55,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,bb92a417-8ef0-45ad-8e90-a1864dbb074c,no_churn,0.017631896,0,no_churn,-0.0558770357285175,-0.0040488524807369,0.0062323459791423,-0.0383065507963056,0.0104713062754308,-0.124213671397583,-0.0313909142845295,-0.031892779956288,Male,67,Yes,No,Unemployed,Rural,Master,1671516000
56,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,eff2169e-f14e-4ea1-b417-96c5b4611536,no_churn,0.008006039,0,no_churn,-0.0365039374334082,-0.0033851008868441,0.002784728948045,-0.0887887564321499,-0.0213356435237619,-0.0947865512393764,-0.0146318880706894,-0.0123790039425148,Male,42,No,No,Employed,Suburban,Bachelor,1671516000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,46b1ab9f-9adb-4715-88b9-94ec4d411eab,no_churn,0.0027474184,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Male,65,No,Yes,Employed,Suburban,Master,1671516000
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,9bf24eff-a609-49d5-8129-91d0be462f5f,no_churn,0.0019963288,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Female,54,No,Yes,Employed,Suburban,College,1671516000
51,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,def4b682-da36-4691-ba66-bfaee23e8a8c,no_churn,0.006695394,0,no_churn,-0.0423617164700772,-0.00361964159958,0.0169629566162348,-0.0590715508478842,0.0102874172570773,-0.138396656941541,-0.027619985605088,-0.0252069748035137,Male,31,Yes,No,Employed,Suburban,High School or Below,1671516000
11,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,285a28b5-e49a-47b4-896a-6b4cfddb1d95,no_churn,0.15432449,0,no_churn,0.198507117814143,0.0035663072452734,-0.0301344191285079,0.06002460763837,0.0996351533111101,0.129396095896236,-0.0207205450686888,-0.02722578288789,Female,51,No,No,Employed,Suburban,College,1671516000
44,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,9c22f7e8-5778-4902-b31e-ec30cb68a160,no_churn,0.02507175,0,no_churn,-0.0818568052716364,-0.0073898961602571,-0.0261587552126275,-0.0336689982778807,0.0100363132662914,-0.0753499129954343,-0.0178909293269589,-0.0367471690417915,Female,38,No,Yes,Unemployed,Suburban,Master,1671516000
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5722ee75-5768-4e52-b2c3-e6db0e054d25,no_churn,0.16385783,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Female,42,Yes,Yes,Employed,Rural,High School or Below,1671516000
1,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,ba5e8b94-3ea5-4cbf-a280-d9557b645bde,no_churn,0.23988776,0,no_churn,0.149098677337279,-0.0055654216230595,-0.0165560855330568,-0.148578190667586,-0.0673709333554234,0.0992051732758773,-0.062406244439262,-0.07729626056298,Male,61,No,No,Unemployed,Rural,Master,1671516000
32,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,0f695725-0a32-43a3-b70c-3e05ef9fc46c,no_churn,0.019244773,0,no_churn,-0.0074057565932253,-0.0044841739082767,-0.0435662752654934,-0.107256937044422,0.0180616507079594,-0.0566275769985986,-0.0193288314206984,-0.0284182541343579,Male,26,No,No,Employed,Urban,College,1671516000
38,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e21b516-cc19-4753-91e7-dda7815b202c,no_churn,0.034158435,0,no_churn,-0.0691545796567152,-0.0118386128913516,-0.030280697531125,-0.114872784811341,-0.014857095600073,0.0383133479482239,-0.0307183552599599,-0.0356173734175536,Female,21,No,No,Employed,Suburban,Bachelor,1671516000
55,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,b26497aa-c330-487c-8573-fa6a383322c3,no_churn,0.00952491,0,no_churn,-0.0299883806459911,-0.003533103516911,0.0079103160749582,-0.003548251246284,0.0138673853356158,-0.2020763744131,-0.0226181086238648,-0.0290396339596554,Male,24,No,No,Employed,Suburban,Bachelor,1671516000
9,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,70da7dab-477f-4475-ab2a-c7a423d413e4,no_churn,0.0582812059999999,0,no_churn,0.0067474718254015,-0.0085445686564526,-0.0184035964194845,-0.0002572890932606,-0.0213691635494251,-0.142364265708293,-0.0255067666471404,-0.0426613060992622,Male,79,Yes,No,Unemployed,Rural,College,1671516000
72,No,No phone service,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,37b8a590-9e6d-4bf4-8d87-99a4b61ad02e,no_churn,0.00324965,0,no_churn,-0.115985344141836,0.0150583246348287,0.0007996923189784,-0.0160210890037842,0.0027288349205355,-0.110685943906578,-0.0151132485073412,-0.0198073784463758,Male,56,No,No,Employed,Suburban,College,1671516000
12,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e585b02-b662-46f0-94ca-8b7eeac0c544,no_churn,0.094242826,0,no_churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,31,No,No,Employed,Suburban,High School or Below,1671516000
43,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,80bb6ec3-8cd7-4af2-8e6d-b77b56ea0403,no_churn,0.16531311,0,no_churn,-0.130877084438998,0.0096179481049148,-0.0122478009623046,-0.066830443933959,-0.0150426567007161,0.0366371336029442,-0.0368941218847521,-0.0433891263694567,Female,59,No,Yes,Employed,Suburban,College,1671516000
62,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,1c69e0e9-3f8d-400a-afe9-10a1453390af,no_churn,0.0065843019999999,0,no_churn,-0.0665709280865121,-0.0039271000177541,-0.0124131512141684,-0.0196394365982996,0.0010736662054659,-0.111063982131036,-0.0283770702489346,-0.0281081503069253,Male,68,No,Yes,Employed,Urban,High School or Below,1671516000
51,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,94f25fca-5e42-4e30-8247-57b22f26eead,no_churn,0.012013807,0,no_churn,-0.0423617164700772,-0.00361964159958,0.0169629566162348,-0.0590715508478842,0.0102874172570773,-0.138396656941541,-0.027619985605088,-0.0252069748035137,Male,32,Yes,Yes,Employed,Suburban,College,1671516000
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bf16f5f2-3e4e-4953-9954-da78f37fa692,churn,0.81729287,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,67,Yes,No,Unemployed,Rural,Bachelor,1671516000
18,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4e1cbc07-aae1-4c93-a9d8-412136382d33,no_churn,0.38582072,0,no_churn,-0.0770482815335526,-0.0103540651961702,0.0426103127040914,-0.0113529612705406,0.0562084179869452,0.0726923030066518,-0.0608303014425655,-0.0609515746185025,Male,33,Yes,No,Unemployed,Urban,Bachelor,1671516000
20,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,366ebd47-bced-4c15-bb93-f9666c5f2b5b,no_churn,0.3087948,0,no_churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Male,34,Yes,No,Employed,Suburban,College,1671516000
9,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,384ce1d0-f0cb-44ee-89c2-bf05e0656173,no_churn,0.24560681,0,no_churn,0.147207271422158,-0.0094768839344033,0.0165415706043495,0.0455100359375046,0.0737251776422999,0.110001835343573,-0.0341737648806793,-0.0433613909330324,Female,39,No,Yes,Retired,Suburban,Bachelor,1671516000
51,Yes,Yes,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,a72ce0a4-193f-412b-b484-1ea97e7adad9,no_churn,0.011636805,0,no_churn,-0.0447945530929291,-0.003272630342135,0.0168131873774518,-0.0963188524263887,0.012580278313103,-0.0847233497890056,-0.0360199795557218,-0.0332902521199685,Male,25,No,Yes,Medical Leave,Suburban,College,1671516000
70,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,57a0d5c7-46c3-46c2-9765-065cc0b57cfb,no_churn,0.009530265,0,no_churn,-0.0668312413055264,-0.0035685343446493,-0.0188860915927853,-0.015845690412716,0.0013109211377377,-0.12253759068014,-0.0178053975440252,-0.0248625288927542,Female,76,Yes,No,Employed,Suburban,College,1671516000
27,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,b691d7f9-b24d-4703-86a5-462e04fd55a6,no_churn,0.017381072,0,no_churn,-0.0566809003623529,-0.007206473996066,-0.0167799446627032,-0.030889288483213,0.008514248454303,-0.0818515480845053,-0.0429403376407572,-0.0411919084637702,Female,73,No,No,Employed,Urban,Master,1671516000
69,Yes,Yes,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,c33fd2fa-847d-4da6-a3d6-c8dff72cbc89,no_churn,0.033331245,0,no_churn,-0.0596411470481507,-0.0027095392460523,0.0006591639422231,-0.0346810327864113,0.0029513054910103,-0.093417715998903,-0.0347013253099976,-0.0441525275396452,Male,38,No,Yes,Unemployed,Suburban,College,1671516000
55,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a5362c6d-90fd-4c8a-8c02-fa997a71c5e5,no_churn,0.10380191,0,no_churn,-0.128007045288859,-0.0051601937218583,-0.0146346099576567,-0.0628009523993205,0.0198755326724949,0.0249940873553896,-0.04215846159389,-0.0511345092104875,Female,65,No,No,Unemployed,Suburban,High School or Below,1671516000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4848a1d0-c8bf-41d6-8b87-c025d0395685,no_churn,0.52234733,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,27,No,No,Employed,Rural,High School or Below,1671516000
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6a6bbbd6-4af1-47c6-b462-3333643c0b66,no_churn,0.0016602854,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,65,No,No,Employed,Rural,Master,1671516000
33,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,54481ab0-2678-47d1-8651-512f3e2cd851,churn,0.0078757005,1,churn,0.0309001053156271,-0.0024740302037025,0.0316941502793179,-0.0680407226987154,0.0437627915430539,-0.0931457241578027,-0.0343669335200957,-0.0273557880312091,Male,25,No,Yes,Employed,Urban,Bachelor,1671516000
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,20c218a9-b54f-4154-90d4-33a1ff59cb16,no_churn,0.014353516,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Female,26,No,No,Unemployed,Suburban,Bachelor,1671516000
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c6ce1434-b88e-4baf-852d-8eb9a4723007,no_churn,0.08908145,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Female,60,No,Yes,Employed,Urban,High School or Below,1671516000
43,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,e36759f4-0b77-4abb-bd0b-3bf569cf10fe,no_churn,0.01811588,0,no_churn,-0.0297838979216976,-0.0030553066216634,-0.0175564314421899,-0.0398367691245221,0.0189028311926085,-0.128984005607554,-0.0366832000773138,-0.0320293728035539,Male,75,No,Yes,Employed,Urban,High School or Below,1671516000
26,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d3aea9df-8784-4ed0-b709-1e7526007993,no_churn,0.1335239,0,no_churn,-0.0914899897955092,-0.004551098245065,0.0176728836369147,-0.102567568176446,0.0093922047574051,0.0452360345459874,-0.0608797736727956,-0.08183884734618,Male,45,No,Yes,Disabled,Suburban,Bachelor,1671516000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,de2f72a9-a94e-4c89-9000-8a450e37bfd6,churn,0.09443682,1,churn,-0.0655450463370198,-0.0181974865139454,-0.0313336248497671,-0.0892309845389718,-0.0207157193474176,0.052977022136265,-0.0365708906618328,-0.0504094203807471,Female,34,Yes,No,Disabled,Suburban,High School or Below,1671516000
18,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,9922084e-8e78-4736-b0f4-bf5999e5afe4,no_churn,0.05156594,0,no_churn,-0.0637510444555118,-0.0037585012300951,-0.0140340265603481,-0.0169290758811985,-0.0143189198082109,-0.049022291976471,-0.0273089597772195,-0.0539033314352309,Female,29,No,No,Employed,Urban,High School or Below,1671516000
24,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,44d0cc13-0d73-4e2e-ae50-e29906334e85,churn,0.01679037,0,no_churn,-0.0625322594412136,-0.0061710509324802,-0.0370064986530269,-0.0189583293585565,0.0086620888624838,-0.0801278824688324,-0.034814297320072,-0.0380779243545021,Male,57,No,No,Employed,Suburban,High School or Below,1671516000
67,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,a0943d1f-c0a8-4c5b-bd9c-0972055ccfc2,no_churn,0.0039395625,0,no_churn,-0.0550606074461211,-0.0036756714447619,-0.0172718959937628,-0.0197622349818084,-0.0002034495499901,-0.116597162000708,-0.0267693440819493,-0.0296857872879081,Male,47,No,No,Employed,Suburban,Doctor,1671516000
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6558d44c-4af5-442a-bce9-e4315ace49fa,churn,0.4592167,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,59,No,Yes,Employed,Suburban,Bachelor,1671516000
30,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,45ad4105-cb98-413e-8c5b-bbed577cec1e,no_churn,0.07735668,0,no_churn,-0.0394360740262709,-0.0061548146928362,0.007606885678424,-0.0314444325989188,-0.002595437791906,-0.0999789847609008,-0.0341539600619398,-0.0628693354927781,Male,70,No,Yes,Employed,Suburban,College,1671516000
16,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,28500870-0fb8-4a2a-8133-08a8222dcf5e,churn,0.49432546,1,churn,0.182569640034985,0.132669221016413,0.037019131843881,0.112274384614666,0.104572581635957,0.119956037707052,-0.0078379671389302,-0.0189991733579154,Female,29,No,Yes,Unemployed,Suburban,College,1671516000
47,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f6921bb8-f823-4232-b829-ba2f7628a225,churn,0.5269277,1,churn,-0.136909847963116,-0.0020798715611454,0.0070969813679403,-0.166324773552233,0.0367172391731946,0.0675327288573134,0.0942954351424487,0.0706459570641527,Female,80,Yes,No,Disabled,Rural,College,1671516000
42,Yes,Yes,Low Speed,Web_Chat_Support,One year,100hrs+,Active,e599d8a5-7ee2-4367-8bd3-d3e8c62d3edb,churn,0.22855583,0,no_churn,-0.0868380905722006,-0.0032772398047018,0.0111717549824879,-0.0570865903298909,-0.0097196530510973,-0.177676206181341,0.0644313488217994,0.0599685229531678,Male,43,No,No,Employed,Suburban,College,1671516000
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3a22d26b-e3be-43e8-adb7-506a685fba16,no_churn,0.8047157,1,churn,0.151464030514971,6.98767835820036e-05,0.0268515851040183,0.0023294193066112,0.101152815259147,0.160401835959046,0.14720495003422,0.141499334247224,Male,48,No,No,Unemployed,Suburban,High School or Below,1671516000
54,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,0ae1cad8-92f2-4c74-b4f9-bd2c4b3cf557,no_churn,0.2506758,0,no_churn,-0.222866626920722,-0.0025442075327373,-0.0173038102573991,-0.0312825524663821,0.0128410922693547,0.0254866015815423,-0.0132407586224144,0.0698841088195695,Female,38,No,No,Employed,Suburban,Bachelor,1671516000
19,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,834ad3da-adcb-42f6-bdc5-474cd5a27f47,churn,0.47587,1,churn,0.120121363673461,-0.0044410573907771,0.0432398780841413,0.0354604260848736,0.0997455483138492,0.129801012538865,0.168781243603025,0.138265443342452,Male,57,No,No,Employed,Rural,Master,1671516000
16,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,bd058a6e-e778-4fd5-910b-aa20a2c25458,churn,0.7749826,1,churn,0.0929035650369769,-0.0056466418072523,0.104161506290202,-0.0177454087463866,0.14251007961564,0.0913348204246995,-0.0107384920757613,0.0167420448855409,Female,45,No,No,Unemployed,Suburban,High School or Below,1671516000
54,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8890fb76-0739-4816-a507-0b0e0f6eab2e,no_churn,0.45581838,0,no_churn,-0.156533346599726,-0.0027615014504408,-0.0187659369333687,-0.113902785204364,0.0835524407825869,-0.0007850080144453,0.0760302379637505,0.0641397443682763,Female,79,Yes,Yes,Employed,Suburban,Bachelor,1671516000
25,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c21e1659-d75a-47d7-8a30-7c98cf81974a,churn,0.67539203,1,churn,-0.114828998800267,-0.0047259073110399,0.026488558342271,-0.133823617184207,0.0464680450146261,0.0473533251543813,-0.0993366241126386,0.0333790648447757,Male,32,No,No,Unemployed,Suburban,High School or Below,1671516000
39,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ddd705ad-2b3f-4017-84e0-ddf9c4409b3c,churn,0.5814909,1,churn,-0.102859284381539,-0.0040615298198645,0.0888541024930873,0.0081757693013059,-0.028089504119307,0.116075493066837,0.0702650326762704,0.0402804395431394,Male,20,Yes,Yes,Medical Leave,Urban,High School or Below,1671516000
61,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,dee05414-b725-4011-bcd3-5400ddda702a,churn,0.50947326,1,churn,-0.0416023085208235,-0.0009413545631105,0.0184273250192291,0.0695669626123799,0.127723153778043,0.0962525825667398,0.122679492509251,0.098868000463699,Female,27,No,No,Unemployed,Suburban,Doctor,1671516000
33,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,83a665a1-8c5f-4e78-974b-a1db66be62c2,churn,0.5385393,1,churn,-0.0810868102394397,-0.0034780939121083,0.0430558048042439,0.0538331070135427,0.112534460184506,0.104435042393816,0.0837069258483097,0.0976281786704021,Female,25,Yes,No,Disabled,Suburban,Bachelor,1671516000
5,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3c75ff5f-3fad-4045-ade7-c03ce5d23bfb,churn,0.6998674,1,churn,0.198206826806118,-0.0004664862693971,-0.0008647843418475,0.0070335895250354,0.0603381347893446,0.149013827276158,0.142997544407535,0.138048533146521,Female,24,No,Yes,Unemployed,Urban,Doctor,1671516000
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,df03aff1-e8cd-491a-b9b5-cf34a1713261,no_churn,0.51504576,0,no_churn,0.0488892306444086,-0.0029438814063541,0.0765427903239651,0.0004461578219525,0.173122216017036,0.081582915895724,0.149365259666047,0.119850125435878,Male,40,Yes,No,Employed,Suburban,Bachelor,1671516000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,fd178bd1-6ecb-40ef-9d4b-8e551732eb10,no_churn,0.24984418,0,no_churn,-0.295323869828253,-0.004873240525535,0.00916928885596,-0.0797442113385705,0.0134632553795017,0.0383231802803993,0.0198555098943143,0.0301039328175829,Male,63,No,No,Unemployed,Suburban,College,1671516000
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,804d9805-baca-4257-84b2-651e9427eb8f,no_churn,0.11926381,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Female,71,Yes,Yes,Employed,Suburban,Bachelor,1671516000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,e221a7c4-72c3-41d5-83f5-81a7892c74ff,churn,0.009111798,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Male,27,No,No,Employed,Rural,Bachelor,1671516000
49,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1ec6a817-cf4f-4acd-8c65-157c1d39319c,no_churn,0.3520155,0,no_churn,-0.0616930226279419,-0.0027307748426028,-0.0062865764832895,0.057515787324628,0.0663034314394644,0.111084333321342,0.0901363353855413,0.0966443406859616,Female,57,No,No,Employed,Rural,Bachelor,1671516000
52,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,a6c5c350-5f2c-4c58-9f98-7780ab8eaece,no_churn,0.1578924,0,no_churn,-0.143986723672988,-0.0032213538815994,0.0028782558487182,0.0122903043254427,-0.0420569020745824,-0.122832236078848,-0.0091455935728117,0.0370480969195341,Female,54,No,No,Employed,Suburban,High School or Below,1671516000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4b2f425b-a075-4704-8add-cf89f405d994,churn,0.8819449,1,churn,0.050797335006473,-0.0050658895036212,-0.0681690596177577,-0.0451740529723701,-0.036704758797814,0.0907621286220182,-0.122333050211055,0.0168611916021018,Male,60,No,No,Unemployed,Suburban,High School or Below,1671516000
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a6c45088-c232-4a40-b4c8-7acd0fdd976d,churn,0.3779451,1,churn,-0.12762514890177,-0.0044607238804928,-0.0198572767972382,-0.0213955447702119,0.0323856362615697,0.0564864629455223,-0.0624794949253737,0.0269199411524641,Male,21,No,No,Medical Leave,Suburban,Bachelor,1671516000
28,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d4ea7d9c-5d46-453c-9eaf-61ecc00dfb26,churn,0.67551005,1,churn,0.0685792221102565,-0.0018893735200572,0.134263681399748,0.112813698734103,0.0791257213171229,0.147128606076499,0.078506553377174,0.102945748574912,Male,70,No,No,Employed,Suburban,Doctor,1671516000
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5ffe2985-35ea-4599-8529-47393d40ecfa,no_churn,0.35807547,0,no_churn,-0.190409723667326,-0.002409510586076,0.0427834312082177,-0.0608867118586022,0.0057910084060677,0.0482652256127403,-0.0561196896441924,-0.0431830387752052,Male,48,No,Yes,Unemployed,Suburban,Bachelor,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c70349bb-89ac-428c-9c9a-49f6cbf8537d,churn,0.8614087,1,churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Female,20,No,No,Unemployed,Suburban,Bachelor,1671516000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,a2a7a51a-2a19-411f-b386-67bc165a2170,no_churn,0.18267645,0,no_churn,-0.186873360545374,-0.0021888664795233,0.0356419930749552,-0.0033235563494963,-0.0618991509695388,-0.16155338783658,0.0528621576439991,0.058308017350846,Male,69,No,Yes,Unemployed,Suburban,College,1671516000
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,81e37df2-fe97-4bb5-bb0b-460b434586b8,no_churn,0.35070145,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,38,Yes,No,Employed,Urban,College,1671516000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4c4a47f9-c02d-4721-8c35-b72b5c656f67,churn,0.57676363,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,31,No,No,Unemployed,Suburban,High School or Below,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,33e450ac-a4d2-417b-9c3e-08267f0bfafe,churn,0.67559445,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,69,No,No,Unemployed,Suburban,College,1671516000
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,550149b3-a927-49f4-93ad-136cdb69be16,no_churn,0.23965737,0,no_churn,-0.126939929769219,-0.0026724729036504,0.0941100711488616,0.066523885575234,0.0389487806114084,0.090319351640278,-0.0159644031067,0.0057207230443145,Male,71,Yes,No,Employed,Suburban,Bachelor,1671516000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d9da1a1-4c89-4758-8771-d2a4713fe7ae,churn,0.6950936,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,75,No,No,Employed,Rural,High School or Below,1671516000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4d4a30dc-5990-4e2a-a7c5-ea50082fdc73,no_churn,0.54402184,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,32,No,No,Employed,Rural,Bachelor,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,665e79f2-0a21-431c-b93e-23cbbea6edf2,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,63,No,No,Employed,Suburban,High School or Below,1671516000
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec9f7a2c-3d16-40ec-9319-872afae317c5,no_churn,0.5176074,0,no_churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Female,49,No,No,Disabled,Suburban,Master,1671516000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,938e4873-f582-4225-8ca2-13b2f1183402,churn,0.7289222,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,47,No,Yes,Unemployed,Suburban,College,1671516000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a19e6101-66e7-48c5-8ed6-d4f4152f9b8e,churn,0.7198046,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,26,No,Yes,Employed,Suburban,Bachelor,1671516000
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f1b1ca19-d16e-43d3-98db-e26ab2ee89aa,no_churn,0.55915767,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,38,Yes,No,Employed,Suburban,Bachelor,1671516000
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7293eb66-d70e-44b3-b4a3-be23dcc5c16d,churn,0.41701758,1,churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Female,29,Yes,No,Medical Leave,Suburban,College,1671516000
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5242c45-b53f-422c-a04f-7e16faa2ca57,no_churn,0.18171231,0,no_churn,-0.126939929769219,-0.0026724729036504,0.0941100711488616,0.066523885575234,0.0389487806114084,0.090319351640278,-0.0159644031067,0.0057207230443145,Female,55,No,No,Employed,Suburban,High School or Below,1671516000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,54a4918f-3df2-40dd-8517-df5bac47d699,churn,0.51253474,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,72,Yes,No,Employed,Rural,College,1671516000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,7a00ba01-41f3-406d-b03d-d66b56ef52f2,no_churn,0.020584598,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,55,No,No,Employed,Suburban,Bachelor,1671516000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f43db458-62c9-4200-a727-d731ff9493e1,no_churn,0.38519305,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,51,Yes,No,Employed,Urban,Bachelor,1671516000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,628d761e-dd04-4b51-9410-2344a448ff3f,churn,0.66769594,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,39,Yes,No,Employed,Suburban,Bachelor,1671516000
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,94c22572-f2ec-4caf-804e-f7fa192e1c62,no_churn,0.4203278,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,54,No,Yes,Employed,Rural,High School or Below,1671516000
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,314acb20-971b-485f-8fa0-25296eed768d,churn,0.331127,1,churn,-0.0528674955030692,-0.002618435053173,-0.0918010691856034,0.106447691512476,0.0057654340322005,0.031977858461305,-0.006127879058622,0.005102511906698,Male,45,No,No,Employed,Suburban,Bachelor,1671516000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1afbf686-940d-47fc-9788-5c4347c7d021,churn,0.70124567,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,51,No,Yes,Unemployed,Suburban,Bachelor,1671516000
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,76609348-4e06-49d8-990a-bc8685305195,no_churn,0.4487967,0,no_churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Female,50,No,No,Employed,Suburban,Master,1671516000
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,17de6b36-f162-44c6-b4f0-3d681218bbb4,no_churn,0.47993928,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Male,42,No,No,Employed,Suburban,Master,1671516000
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cc4f4ac-7bd3-401c-bc34-11eac3d92778,churn,0.34810087,1,churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Female,56,No,Yes,Employed,Suburban,Bachelor,1671516000
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,41451283-c269-4bff-8390-02f1d95f60ff,no_churn,0.68065464,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,47,No,No,Employed,Suburban,College,1671516000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,67eae56a-9e04-4cc2-b7f4-5cf8903ec382,no_churn,0.6177933,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,69,No,Yes,Employed,Suburban,Bachelor,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,095c4fff-cdc8-40e2-a4d2-402ff3d088a0,churn,0.8001412,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,78,No,Yes,Unemployed,Suburban,Bachelor,1671516000
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,57a2dce2-6259-4398-bfbe-01b90cfd43ac,no_churn,0.24603365,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Female,79,Yes,Yes,Employed,Suburban,Bachelor,1671516000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1d308734-7372-403b-bfe1-927b2e699f39,churn,0.4391235,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,70,Yes,No,Unemployed,Suburban,College,1671516000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,616128a5-0088-499c-b120-8f9124b99119,no_churn,0.45673367,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,56,Yes,No,Disabled,Urban,College,1671516000
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,69880ae6-d056-40ba-815c-ccc94e07b7f2,churn,0.8325909,1,churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Female,56,No,Yes,Employed,Suburban,High School or Below,1671516000
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f404b83-1bea-4104-afbe-cec5dad0c6c4,no_churn,0.46691838,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,47,No,No,Employed,Suburban,High School or Below,1671516000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,61fd3596-b7f6-430d-b21b-e3d8c4ebf368,no_churn,0.57209456,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,50,Yes,Yes,Employed,Suburban,High School or Below,1671516000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f075a53-5f78-47c8-8cb9-b7525cdaef97,churn,0.4557225,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,22,No,Yes,Unemployed,Rural,Bachelor,1671516000
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b4d6b7b-817b-4134-9502-442477d3f300,no_churn,0.31525776,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,62,Yes,No,Employed,Rural,Bachelor,1671516000
62,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,038982e8-b51a-4caf-841d-89cf5ed9701c,no_churn,0.042577885,0,no_churn,-0.102182993678907,-0.0031166345518613,-0.0016828010199424,0.0293500365535328,0.0024399289363464,-0.0608763527514202,-0.017958659070864,-0.0149986757330771,Female,31,No,No,Employed,Suburban,College,1671516000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f795e0e6-2ae3-4a7e-8f82-fd91c3d06f31,no_churn,0.56131893,0,no_churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,71,No,Yes,Employed,Suburban,College,1671516000
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c0e05f3-8cc4-44ad-b3ca-c44542f16efa,churn,0.5422834,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,35,No,No,Medical Leave,Rural,Bachelor,1671516000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,30e34d3d-949f-46ee-a64a-36947489313e,no_churn,0.43860313,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,69,No,No,Employed,Rural,High School or Below,1671516000
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,41ec85ff-9351-402b-a66a-5d2a0e3c6123,churn,0.4688479,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,67,No,Yes,Unemployed,Suburban,Bachelor,1671516000
65,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,fbd06198-0c17-4395-9f36-e35bc04c4e63,no_churn,0.07079239,0,no_churn,-0.1106948296272,-0.0017421430835383,-0.0156717906997801,0.0151537632631607,-0.0613820310295159,-0.116632467742784,0.0068168441354282,0.0251265024635358,Female,38,No,No,Retired,Suburban,High School or Below,1671516000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7e0baba1-9783-4009-8a4c-25a1576b7cde,churn,0.6950936,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,50,No,Yes,Unemployed,Urban,College,1671516000
72,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,beb8ebd3-06f2-49dd-a34f-b001bd03ba2d,no_churn,0.005419261,0,no_churn,-0.0980479575063759,0.002195106313843,-0.0035385853472598,-0.0130007723638664,-0.0508286289281431,-0.137602499132784,0.0117232084361103,0.020073975172454,Male,31,Yes,No,Employed,Suburban,Bachelor,1671516000
54,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,e861f2a2-d4a0-43e8-a56a-6ee6e0db704c,no_churn,0.024315495,0,no_churn,-0.059309030858576,-0.0111135157262651,0.0066038927925819,-0.0041803189919846,0.0548688173772552,-0.145577025848588,0.0007350416261488,0.053945990221091,Female,45,No,No,Employed,Suburban,Bachelor,1671516000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,ab6061a3-dc9f-4e9c-9938-36a2e1859c1a,no_churn,0.020584598,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,51,No,Yes,Employed,Urban,College,1671516000
17,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,6bb96cdd-d830-4a31-9199-eebd123d5633,no_churn,0.19781426,0,no_churn,-0.0074111849595738,-0.006080799822148,-0.0160908008705064,-0.195346980655659,0.0149317872354549,0.0622218765688376,-0.0326985166282975,-0.038551531119383,Female,63,Yes,Yes,Employed,Suburban,High School or Below,1671516000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7bb382dd-f990-4d0c-866e-10b1fbb499b4,no_churn,0.1223805,0,no_churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Male,73,No,No,Employed,Suburban,College,1671516000
61,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,413b1991-772b-41c8-9996-19eae70a4c12,no_churn,0.005886145,0,no_churn,-0.0736094557089745,-0.0035267562831541,0.0037659141035146,-0.0194667349642622,0.0049526777179016,-0.141725595918851,-0.0210214199064284,-0.018394781775969,Female,53,No,No,Employed,Suburban,College,1671516000
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e82b43fc-25a8-4f62-bd07-734295dff7f4,no_churn,0.18996061,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Male,35,No,Yes,Employed,Suburban,College,1671516000
54,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e5152718-4338-4c20-885c-37d5e69222c3,no_churn,0.2506758,0,no_churn,-0.222866626920722,-0.0025442075327373,-0.0173038102573991,-0.0312825524663821,0.0128410922693547,0.0254866015815423,-0.0132407586224144,0.0698841088195695,Female,75,Yes,Yes,Unemployed,Suburban,College,1671516000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,9349adcf-58fe-4499-8535-642527ff62d3,churn,0.009111798,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,61,Yes,Yes,Unemployed,Urban,High School or Below,1671516000
39,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,1270b1f8-5b2f-4a11-a902-2dc2f85daee1,churn,0.5814909,1,churn,-0.102859284381539,-0.0040615298198645,0.0888541024930873,0.0081757693013059,-0.028089504119307,0.116075493066837,0.0702650326762704,0.0402804395431394,Male,56,No,Yes,Unemployed,Urban,Bachelor,1671516000
20,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,a0d38f24-050f-440c-8dda-6b4234710134,no_churn,0.088380545,0,no_churn,-0.0039873134008848,-0.0042672097204922,-0.0813816828412746,-0.0161405360831122,0.0130372174339572,-0.148600182308928,0.0635048195867057,0.0688087347836699,Male,47,No,Yes,Employed,Rural,Bachelor,1671516000
70,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,3f2d4175-072c-4890-8ef2-14f0330539d8,no_churn,0.0159743839999999,0,no_churn,-0.0992561159567776,-0.0026549822606102,0.0155402375539961,0.0410876470220864,-0.056391350690128,-0.11100219567868,-0.0228952278047108,-0.0284541633830303,Male,51,Yes,No,Unemployed,Suburban,Bachelor,1671516000
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,d8ea2a17-9f1d-41a2-954e-6f6a7453200f,no_churn,0.0068389927,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Male,44,No,No,Unemployed,Urban,Bachelor,1671516000
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,adae39da-5d11-4304-a39c-387fb21c7577,no_churn,0.18171231,0,no_churn,-0.126939929769219,-0.0026724729036504,0.0941100711488616,0.066523885575234,0.0389487806114084,0.090319351640278,-0.0159644031067,0.0057207230443145,Male,38,No,Yes,Unemployed,Suburban,College,1671516000
23,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,86f9b846-afce-47ac-9a91-ccc9bc510b5e,churn,0.44532096,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,78,No,Yes,Unemployed,Suburban,Master,1671516000
54,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,34bf0b8b-1555-4656-9233-783800313433,no_churn,0.28475314,0,no_churn,-0.0706621316180417,-0.0029519047954272,0.0109837397553383,-0.051879867716816,-0.04329033471613,-0.145755910650223,0.0302939835385495,0.0342362747848756,Female,63,No,No,Employed,Rural,College,1671516000
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7153f976-6a44-4b32-bbb5-929c86fb7e21,no_churn,0.11926381,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Male,29,No,Yes,Medical Leave,Suburban,Bachelor,1671516000
66,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f2f8bb6a-2f8e-4b54-960f-2c13408d6e11,no_churn,0.069691956,0,no_churn,-0.0338986674085481,-0.0055917863425383,-0.020207695794179,-0.0514762143239204,-0.0831626821616282,0.0014904892108552,-0.0160142598047787,-0.017641524644132,Male,76,No,No,Employed,Suburban,High School or Below,1671516000
26,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d583845d-8f56-4853-9b19-1787417af11b,no_churn,0.07214916,0,no_churn,-0.123165666204159,-0.0072693325417822,-0.0444384528099999,-0.0499715910424038,0.0127995004418244,0.0355403932888566,-0.0479716463152999,-0.0445493560634531,Male,48,No,Yes,Employed,Suburban,Master,1671516000
69,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,b6170074-8134-4101-aed7-297ec14be805,no_churn,0.0488716,0,no_churn,-0.104368641259111,0.0026864431655121,-0.0041032556461505,-0.0164251009909776,-0.0129838769986236,-0.099169298288034,-0.0172151664599277,-0.0174472560372305,Female,52,No,No,Disabled,Urban,College,1671516000
3,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,937dc6f7-16d7-4a99-a94c-48fa729ab4af,no_churn,0.0515964659999999,0,no_churn,0.0392044469179563,-0.0057216672255526,-0.0236470179686057,-0.065945203362844,-0.0163429661576174,-0.127023123407307,-0.0320687244498003,-0.0374818965393296,Male,28,No,No,Unemployed,Rural,High School or Below,1671516000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,18087a8e-fd37-44bc-8a22-0a560210ba29,no_churn,0.019057192,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Male,50,Yes,Yes,Disabled,Suburban,Bachelor,1671516000
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a64e80ed-27e7-48b5-bb5f-c6737d101d7c,churn,0.8325909,1,churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Male,28,No,No,Employed,Suburban,Master,1671516000
30,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,f07c5905-f61d-4fd8-80d6-ee960f74d7e4,no_churn,0.26514924,0,no_churn,-0.0885778850929227,0.0051345957163448,-0.0101704321206489,-0.103576796781533,-0.0978224751197376,0.0578065633757569,-0.0180232143450257,0.0062034918851009,Male,46,Yes,Yes,Employed,Suburban,High School or Below,1671516000
43,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,5a653dd6-b4b8-4f4e-bdad-7ce976131b83,no_churn,0.01811588,0,no_churn,-0.0297838979216976,-0.0030553066216634,-0.0175564314421899,-0.0398367691245221,0.0189028311926085,-0.128984005607554,-0.0366832000773138,-0.0320293728035539,Female,43,No,No,Employed,Suburban,High School or Below,1671516000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,298c6344-ec55-406d-a660-63edb5fbe368,no_churn,0.020584598,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,40,No,No,Unemployed,Urban,Master,1671516000
27,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,9a6fa389-3795-4f10-a160-c56642bc1d12,no_churn,0.017381072,0,no_churn,-0.0566809003623529,-0.007206473996066,-0.0167799446627032,-0.030889288483213,0.008514248454303,-0.0818515480845053,-0.0429403376407572,-0.0411919084637702,Male,69,No,No,Unemployed,Suburban,Master,1671516000
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,c58c1b6f-feed-4047-b1b9-bb6f305ffce3,no_churn,0.0050381045,0,no_churn,-0.124393302092938,-0.0031237637929007,0.0030709888184333,0.0339032386152666,-0.0226064327340554,-0.131677155033829,-0.0103692914456905,-0.0138304356675826,Male,29,No,No,Employed,Rural,Bachelor,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1deba17c-a696-41a3-a0c4-5fa41a33dc40,churn,0.8001412,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,62,Yes,No,Employed,Suburban,High School or Below,1671516000
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,99715427-3305-43ad-9b38-c7ed8f6d484d,no_churn,0.8047157,1,churn,0.151464030514971,6.98767835820036e-05,0.0268515851040183,0.0023294193066112,0.101152815259147,0.160401835959046,0.14720495003422,0.141499334247224,Male,67,No,Yes,Employed,Urban,College,1671516000
33,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e9f9905e-cc30-4675-9901-993d2d0a19e5,churn,0.0078757005,1,churn,0.0309001053156271,-0.0024740302037025,0.0316941502793179,-0.0680407226987154,0.0437627915430539,-0.0931457241578027,-0.0343669335200957,-0.0273557880312091,Male,21,Yes,No,Employed,Urban,Master,1671516000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4ee4c201-362a-4a34-8685-afc1bcb6a6c8,no_churn,0.38519305,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,36,No,No,Medical Leave,Urban,High School or Below,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,842eecad-7670-4553-8fc4-026515a8a2a6,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,31,No,Yes,Employed,Rural,Master,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d6c0c094-bc5e-44e7-b402-274466e3e78d,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,73,No,No,Employed,Suburban,High School or Below,1671516000
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c9c6b50-f5cc-4cfb-911c-8f19430007d5,churn,0.331127,1,churn,-0.0528674955030692,-0.002618435053173,-0.0918010691856034,0.106447691512476,0.0057654340322005,0.031977858461305,-0.006127879058622,0.005102511906698,Female,35,No,Yes,Disabled,Suburban,Bachelor,1671516000
43,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7c732b42-9c2d-4bff-962a-91df1bfa0ce1,no_churn,0.16531311,0,no_churn,-0.130877084438998,0.0096179481049148,-0.0122478009623046,-0.066830443933959,-0.0150426567007161,0.0366371336029442,-0.0368941218847521,-0.0433891263694567,Male,23,No,Yes,Employed,Urban,High School or Below,1671516000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cf317343-55c6-4fcb-a381-0b3eaacf77bb,churn,0.6950936,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,73,No,Yes,Employed,Rural,High School or Below,1671516000
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7c22d0f5-4b14-47b0-9097-1b113248bc69,no_churn,0.11926381,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Female,36,No,No,Medical Leave,Suburban,High School or Below,1671516000
69,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,9e48483d-6e4d-4089-870a-ad05b11766b4,no_churn,0.0061086463,0,no_churn,-0.0480349509012012,-0.0028869342588404,-0.0099947023530512,-0.0217995904904546,0.0020633170410656,-0.134040376538542,-0.0246585777734799,-0.0296743374162451,Male,40,No,No,Employed,Rural,College,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4d302adf-bcce-4621-9e27-a6725fb51604,no_churn,0.33924887,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,24,Yes,Yes,Employed,Suburban,College,1671516000
9,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,739d8f2f-1332-4c35-a854-65e797c23b76,churn,0.38740695,1,churn,0.217118709908555,0.0984882251611998,0.040658207349852,0.0286600630606062,0.0438206960785737,0.122286418214044,-0.0075732369726574,-0.0093899849561648,Male,30,Yes,No,Employed,Suburban,Bachelor,1671516000
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bd7422e3-bcc4-41a9-964f-b93642ccffa9,no_churn,0.24603365,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Female,61,No,No,Medical Leave,Suburban,Bachelor,1671516000
58,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,869817fc-e451-465f-8da2-7d0ff50e1aa2,churn,0.42105073,1,churn,-0.156963340305188,-0.025505184049125,-0.0237512209850456,-0.0050806409194501,-0.106945513186934,0.0560341901743049,0.0292839518431355,0.033901604849143,Male,32,Yes,Yes,Unemployed,Urban,High School or Below,1671516000
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6a6b0da6-2982-47d1-9f71-d8bd519a0479,churn,0.81729287,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,30,No,No,Medical Leave,Suburban,High School or Below,1671516000
71,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,ea86ba2b-6969-48e8-b609-0a82ca151a7e,no_churn,0.0026431382,0,no_churn,-0.113889507444273,-0.0027140958176096,0.0010592158640247,-0.0494952891832144,0.0334721320221979,-0.221915652944545,0.0415806787182555,0.0508763677109345,Male,21,Yes,Yes,Employed,Suburban,Bachelor,1671516000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cb00299-5f15-4db5-95c4-e0f4277ee466,churn,0.4557225,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,73,No,No,Employed,Suburban,Bachelor,1671516000
57,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,0ffbcbc3-4f31-4fc3-b7df-eb35be3a94ff,no_churn,0.01473377,0,no_churn,-0.0301366294929903,-0.004085215105515,-0.0064152218418166,-0.0450838610998107,0.0141309711256326,-0.112706654103895,-0.0367951093369265,-0.0479344325294005,Female,76,No,No,Unemployed,Suburban,Bachelor,1671516000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,18f4cb07-8ddc-4750-ac36-e89c93d2cb2c,no_churn,0.45673367,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,70,No,Yes,Employed,Urban,College,1671516000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2e320d1a-191d-43e3-9927-a4ce77a9f4b0,churn,0.66769594,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,50,No,No,Unemployed,Suburban,College,1671516000
67,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,5d3da6f0-1a96-450b-9803-812c81fceb13,churn,0.21835184,0,no_churn,-0.122394570140841,-0.0020307889647665,0.0255092258626427,0.0152502129198819,0.0094950857143703,-0.12913666859029,0.0008650452390611,0.0334163078038363,Female,41,No,No,Employed,Suburban,Bachelor,1671516000
69,Yes,Yes,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,17dc04d6-ab1e-4fc4-b4de-1c1c06ce16dd,no_churn,0.033331245,0,no_churn,-0.0596411470481507,-0.0027095392460523,0.0006591639422231,-0.0346810327864113,0.0029513054910103,-0.093417715998903,-0.0347013253099976,-0.0441525275396452,Male,72,No,Yes,Employed,Suburban,College,1671516000
43,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a70f6807-1fd7-4b07-a310-0228785320f0,no_churn,0.16531311,0,no_churn,-0.130877084438998,0.0096179481049148,-0.0122478009623046,-0.066830443933959,-0.0150426567007161,0.0366371336029442,-0.0368941218847521,-0.0433891263694567,Male,73,No,No,Unemployed,Suburban,High School or Below,1671516000
55,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,888d8dc9-e752-4df1-9e24-9b8fd017018b,no_churn,0.02596669,0,no_churn,-0.0501287732390664,-0.0025846724112125,0.0090377725813868,-0.0194487188613948,-0.0441715779817059,-0.223325756048507,0.036683992032913,0.0249115793081182,Male,33,Yes,Yes,Employed,Rural,College,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,00844562-631a-4878-be80-ecce3e7dc4cb,churn,0.8001412,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,47,Yes,No,Employed,Rural,Bachelor,1671516000
27,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,74c0220f-a548-4764-9bc4-208be2b87171,no_churn,0.017381072,0,no_churn,-0.0566809003623529,-0.007206473996066,-0.0167799446627032,-0.030889288483213,0.008514248454303,-0.0818515480845053,-0.0429403376407572,-0.0411919084637702,Female,43,No,Yes,Employed,Suburban,College,1671516000
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,0575292c-e19c-44f7-ab14-2037e6cf8086,no_churn,0.0046502366,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Female,53,No,No,Employed,Urban,Bachelor,1671516000
33,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1edac8f9-fac4-4af8-bfd3-8d37451f9fb8,no_churn,0.5385393,1,churn,-0.0810868102394397,-0.0034780939121083,0.0430558048042439,0.0538331070135427,0.112534460184506,0.104435042393816,0.0837069258483097,0.0976281786704021,Male,49,No,No,Employed,Suburban,College,1671516000
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,74a9131f-657b-418a-90f8-862509f5df7f,no_churn,0.51504576,0,no_churn,0.0488892306444086,-0.0029438814063541,0.0765427903239651,0.0004461578219525,0.173122216017036,0.081582915895724,0.149365259666047,0.119850125435878,Male,74,No,Yes,Employed,Suburban,College,1671516000
70,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,28051db2-2919-4dc1-b0e4-6222aea1e86a,no_churn,0.011492315,0,no_churn,-0.0983822240433073,0.0084329907923438,-0.0013424315409793,-0.0125785978968769,0.0014664875862126,-0.130033492100374,-0.0152594351632842,-0.0213294511618778,Male,37,Yes,No,Employed,Urban,High School or Below,1671516000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,5d849382-ab7c-4450-a331-b92d7cfb4350,no_churn,0.19071372,0,no_churn,-0.042902844398784,0.0071081079759096,-0.0399188106878864,-0.0072640029523586,0.0262139925474457,0.101161601177487,-0.0232419403605058,0.0633653624762769,Female,63,No,Yes,Employed,Suburban,High School or Below,1671516000
54,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,62205a60-1265-46b8-af5d-668f183219ea,no_churn,0.28475314,0,no_churn,-0.0706621316180417,-0.0029519047954272,0.0109837397553383,-0.051879867716816,-0.04329033471613,-0.145755910650223,0.0302939835385495,0.0342362747848756,Male,55,No,Yes,Unemployed,Rural,High School or Below,1671516000
51,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,5bd4b26d-568d-4403-bc30-f2ea995513f5,no_churn,0.100543864,0,no_churn,-0.02432309570514,-0.0065789434618272,0.0039722306147268,-0.0367358812680686,0.0650683369687612,-0.198815703396922,0.0878649081106323,0.0673553284892477,Female,69,No,No,Employed,Suburban,Bachelor,1671516000
56,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,f05836a6-4f5d-46e6-b398-c63f41f56df0,no_churn,0.03387986,0,no_churn,-0.0641372997044345,-0.0036346141799913,-0.0116688727792097,0.0141035402429861,-0.0624195021171362,-0.0849197461345283,-0.032781356253763,-0.0235683025116486,Female,26,No,Yes,Unemployed,Rural,High School or Below,1671516000
33,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,94d144d7-a4b0-4464-ae78-bd005707c388,churn,0.0078757005,1,churn,0.0309001053156271,-0.0024740302037025,0.0316941502793179,-0.0680407226987154,0.0437627915430539,-0.0931457241578027,-0.0343669335200957,-0.0273557880312091,Female,44,Yes,Yes,Unemployed,Suburban,High School or Below,1671516000
56,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,cf5dd488-7be8-4cc1-b482-0ca4b93cbb50,no_churn,0.03387986,0,no_churn,-0.0641372997044345,-0.0036346141799913,-0.0116688727792097,0.0141035402429861,-0.0624195021171362,-0.0849197461345283,-0.032781356253763,-0.0235683025116486,Male,52,Yes,Yes,Retired,Rural,High School or Below,1671516000
9,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d653f481-34a9-46fa-801d-095b4ed3f7a5,churn,0.38740695,1,churn,0.217118709908555,0.0984882251611998,0.040658207349852,0.0286600630606062,0.0438206960785737,0.122286418214044,-0.0075732369726574,-0.0093899849561648,Female,34,No,No,Employed,Rural,High School or Below,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cf8b73e7-a967-443f-b0b0-7e92ab2f0843,no_churn,0.36631912,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,79,No,Yes,Employed,Rural,Master,1671516000
43,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,27d1d3e2-b530-47f2-afc1-426207d5dc30,no_churn,0.16531311,0,no_churn,-0.130877084438998,0.0096179481049148,-0.0122478009623046,-0.066830443933959,-0.0150426567007161,0.0366371336029442,-0.0368941218847521,-0.0433891263694567,Male,65,No,No,Medical Leave,Suburban,High School or Below,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f820700-81a8-4139-9249-ecd3b934b900,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,43,No,No,Medical Leave,Suburban,Bachelor,1671516000
51,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,17610590-b24f-42f8-a82a-0a279d0d001b,no_churn,0.18345885,0,no_churn,0.0350917908913652,-0.0047813092445176,0.0662272933297572,0.0490480281621421,0.10368601850847,-0.0849316753717084,0.12951180769548,0.0771219015000497,Male,48,No,Yes,Medical Leave,Rural,High School or Below,1671516000
27,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,5b5fcb2c-52b2-46c6-8b21-52c218ed61cd,no_churn,0.03776875,0,no_churn,-0.0543858057343641,-0.0045936183852245,-0.023987687717672,-0.0317016254349982,0.0104966874976616,-0.0811323626838475,-0.0421750109840195,-0.0415467303716559,Male,22,No,Yes,Employed,Suburban,College,1671516000
0,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,f00f1ae6-7ded-46f6-956b-15c9cb8bb4ee,no_churn,0.019052437,0,no_churn,0.0846525149780109,-0.0045115665630874,0.0142099751610385,-0.0665706015887281,0.0074075538150191,-0.208487191585418,-0.0344964954138413,-0.0338493887337153,Female,49,No,No,Employed,Urban,Bachelor,1671516000
30,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,7766221d-2b3f-456c-b214-101fcac0c60d,no_churn,0.1737235,0,no_churn,-0.0419731507794767,-0.0028718584627131,-0.022929640535076,-0.0135353953343474,-0.0204124001413038,0.0877317268058686,0.0711784167761288,0.0167861544865081,Female,33,No,Yes,Employed,Suburban,Doctor,1671516000
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bd7f1eed-df68-45ce-805a-7fa0bc9f0842,no_churn,0.37210068,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,41,No,Yes,Employed,Suburban,High School or Below,1671516000
4,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,b56a5c2e-b2c8-4b81-a806-20106faf88b8,no_churn,0.04931379,0,no_churn,0.0436214965802446,-0.0051309092976953,-0.0193008407329034,-0.0629228650103505,-0.0044488998882025,-0.141483629409377,-0.0349628085779841,-0.033731029308019,Female,38,No,No,Retired,Suburban,Master,1671516000
1,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6c3f0f68-f507-4652-b28a-f29607173570,no_churn,0.23988776,0,no_churn,0.149098677337279,-0.0055654216230595,-0.0165560855330568,-0.148578190667586,-0.0673709333554234,0.0992051732758773,-0.062406244439262,-0.07729626056298,Female,24,No,Yes,Employed,Suburban,Bachelor,1671516000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,c5bf68d7-78a0-4d39-b5ed-53354513c43a,no_churn,0.0027474184,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Female,68,No,No,Disabled,Suburban,High School or Below,1671516000
30,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,cd0d6bc1-6676-4e15-9873-4d62274dd9ea,no_churn,0.26514924,0,no_churn,-0.0885778850929227,0.0051345957163448,-0.0101704321206489,-0.103576796781533,-0.0978224751197376,0.0578065633757569,-0.0180232143450257,0.0062034918851009,Male,56,No,No,Employed,Suburban,College,1671516000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cae7f609-53fa-471f-acbe-8fedcf1e2975,no_churn,0.54402184,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,51,No,Yes,Employed,Urban,High School or Below,1671516000
47,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,cee61fcb-2011-4e59-9687-4763028944f0,no_churn,0.123754814,0,no_churn,-0.0772203209347935,-0.0039408428008391,-0.0179396135108891,-0.0118814948413728,-0.0732119026791224,-0.0471513758555011,0.0173593712474939,0.0449600281247876,Female,45,Yes,Yes,Medical Leave,Suburban,College,1671516000
42,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,c863ffc9-cc82-4e81-b557-17165906cc85,no_churn,0.0066034836,0,no_churn,0.012853394229578,-0.0038376831355344,-0.0034879945976717,-0.022311607168358,-0.0096532358988952,-0.210818610567076,-0.0140427996170728,-0.01772761328466,Female,37,Yes,Yes,Employed,Suburban,Bachelor,1671516000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab0d8cea-07e1-429e-9a17-0dd19df3ca30,no_churn,0.54402184,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,60,No,Yes,Employed,Suburban,College,1671516000
58,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,f6fc523b-5f1e-489b-871f-cd48f6dc62eb,no_churn,0.014100409,0,no_churn,-0.0691033434591645,-0.0042546677345126,-0.0001555232015562,-0.0203828966089076,-0.0421936861112772,-0.102033245285002,-0.0154101645128685,-0.0154926265317953,Female,27,No,Yes,Employed,Rural,High School or Below,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c9aa8643-ea58-47b6-a9d9-6422df804ee0,no_churn,0.33924887,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,46,No,Yes,Unemployed,Suburban,Bachelor,1671516000
37,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,f3e46c90-b927-4870-acfc-d46314740b5e,churn,0.25910547,1,churn,-0.0236256199429954,0.0015436684524684,-0.030004981293041,0.0213117756336578,-0.027559820459428,-0.0589986964640957,0.025258620237364,0.0830489020107597,Male,20,Yes,No,Employed,Suburban,Bachelor,1671516000
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,52e63caa-08b9-4b86-b6d3-0015ee2f8ee2,churn,0.81729287,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,61,No,No,Unemployed,Rural,Bachelor,1671516000
58,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,8805e2d5-3832-4e97-9cc8-fea2bc26b906,churn,0.42105073,1,churn,-0.156963340305188,-0.025505184049125,-0.0237512209850456,-0.0050806409194501,-0.106945513186934,0.0560341901743049,0.0292839518431355,0.033901604849143,Female,26,Yes,Yes,Employed,Suburban,College,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bde6a331-f1a0-448d-b913-b9f43c7292b2,churn,0.46451646,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,73,No,No,Employed,Suburban,College,1671516000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3a1e6e6f-9174-445f-90ad-612e732c7404,churn,0.66769594,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,55,Yes,No,Unemployed,Suburban,College,1671516000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,d75679cb-8592-42ea-9bc8-32ef0f0a151d,no_churn,0.0027474184,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Female,69,Yes,Yes,Employed,Suburban,High School or Below,1671516000
27,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,c25dc295-1db3-47fb-a692-f95b4f6ceb37,no_churn,0.017381072,0,no_churn,-0.0566809003623529,-0.007206473996066,-0.0167799446627032,-0.030889288483213,0.008514248454303,-0.0818515480845053,-0.0429403376407572,-0.0411919084637702,Male,64,Yes,Yes,Employed,Urban,Master,1671516000
16,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a2768f6a-a084-4fff-b565-d4c15390873a,churn,0.49432546,1,churn,0.182569640034985,0.132669221016413,0.037019131843881,0.112274384614666,0.104572581635957,0.119956037707052,-0.0078379671389302,-0.0189991733579154,Male,30,No,No,Unemployed,Suburban,Bachelor,1671516000
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8db3db95-b0e6-4e39-878d-02a7ce9569fd,no_churn,0.24603365,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Male,69,No,Yes,Medical Leave,Suburban,College,1671516000
17,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,12cf39a6-0a86-4af2-b853-5a649d3c8e96,no_churn,0.19781426,0,no_churn,-0.0074111849595738,-0.006080799822148,-0.0160908008705064,-0.195346980655659,0.0149317872354549,0.0622218765688376,-0.0326985166282975,-0.038551531119383,Male,59,No,Yes,Employed,Suburban,Bachelor,1671516000
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2c3c292-a64c-49b7-bcbf-7a4a090327c5,no_churn,0.46691838,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,52,No,No,Unemployed,Suburban,High School or Below,1671516000
9,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b4e73b10-8b43-442f-9d77-2fbf66775b70,no_churn,0.24560681,0,no_churn,0.147207271422158,-0.0094768839344033,0.0165415706043495,0.0455100359375046,0.0737251776422999,0.110001835343573,-0.0341737648806793,-0.0433613909330324,Female,35,No,No,Unemployed,Urban,College,1671516000
4,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,59b8b5a0-f138-4eb7-bda2-bfe6c2126f92,no_churn,0.04931379,0,no_churn,0.0436214965802446,-0.0051309092976953,-0.0193008407329034,-0.0629228650103505,-0.0044488998882025,-0.141483629409377,-0.0349628085779841,-0.033731029308019,Male,80,No,Yes,Employed,Suburban,Bachelor,1671516000
72,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,0b6ae911-e914-4af3-9df3-58609c320eef,no_churn,0.0062697153,0,no_churn,-0.122926814078382,-0.0007502626566724,0.0042725082496076,-9.55601726150235e-05,0.0342275597529806,-0.121657186636244,0.0278363751648817,0.0400672293058437,Male,61,Yes,Yes,Employed,Suburban,High School or Below,1671516000
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d1289770-3f6e-4f5b-b04b-e7c34e3f332f,churn,0.5460453,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,27,No,Yes,Unemployed,Rural,Bachelor,1671516000
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a2f8ff6e-3e44-4900-91a4-de3293d651fd,churn,0.4592167,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,28,No,Yes,Employed,Suburban,High School or Below,1671516000
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,065b2410-54b2-430a-b086-64bf8821f478,churn,0.4592167,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,52,Yes,Yes,Disabled,Urban,College,1671516000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0eabd5d8-9ede-4234-b0c9-3bc1fe6c040c,no_churn,0.13626768,0,no_churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Female,48,No,No,Employed,Urban,College,1671516000
37,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,17776c27-dc0d-49df-aec8-3db61f7835c0,churn,0.25910547,1,churn,-0.0236256199429954,0.0015436684524684,-0.030004981293041,0.0213117756336578,-0.027559820459428,-0.0589986964640957,0.025258620237364,0.0830489020107597,Female,50,Yes,No,Unemployed,Urban,College,1671516000
70,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,d4a3c036-13c5-4049-90db-3059e906f92e,no_churn,0.009530265,0,no_churn,-0.0668312413055264,-0.0035685343446493,-0.0188860915927853,-0.015845690412716,0.0013109211377377,-0.12253759068014,-0.0178053975440252,-0.0248625288927542,Male,63,No,Yes,Employed,Suburban,College,1671516000
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8dcdd008-760b-4bbc-9efe-9321942a10a3,no_churn,0.22765273,0,no_churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Male,33,No,Yes,Employed,Suburban,High School or Below,1671516000
5,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0180e138-da53-4e25-aced-25e648b6ec85,churn,0.5405738,1,churn,0.197810565583923,-0.0124861904734234,0.116927311199756,0.0317459399510607,-0.0225595179449419,0.109992753680144,-0.0243011843307522,-0.0095843914690885,Male,31,No,No,Unemployed,Urban,High School or Below,1671516000
33,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,15633848-5478-4e38-9fb2-0194341d8377,churn,0.0078757005,1,churn,0.0309001053156271,-0.0024740302037025,0.0316941502793179,-0.0680407226987154,0.0437627915430539,-0.0931457241578027,-0.0343669335200957,-0.0273557880312091,Female,37,Yes,Yes,Unemployed,Suburban,Bachelor,1671516000
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c0cb41c0-168f-4da0-9c28-fec07e341a4b,no_churn,0.14908957,0,no_churn,0.0924996759238547,-0.0145595505272285,-0.0016076459707073,-0.104886848020788,-0.11635605107489,0.073356737885424,-0.0322688501865013,-0.0228603204200953,Female,61,No,Yes,Employed,Suburban,College,1671516000
5,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0ba2346d-c8dc-42c8-9ecd-d4e1906e16ac,churn,0.29353908,1,churn,0.162232265126113,0.121038840248748,0.0365282812021723,0.0127064038924072,-0.0294949760668896,0.115663921715795,-0.022834819258378,0.0018395709036758,Female,44,Yes,No,Medical Leave,Urban,College,1671516000
34,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,262508f5-f8cc-4efa-b9b0-4eca3503e5a8,no_churn,0.030301167,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Female,54,No,No,Employed,Suburban,High School or Below,1671516000
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b0a7e6a5-3a6a-4c95-8cc9-db783dbae6a6,no_churn,0.08908145,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Female,71,No,No,Employed,Suburban,High School or Below,1671516000
47,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Active,18d5fdd7-58c0-4614-9b7e-fbbc949ff9c7,churn,0.020496136,0,no_churn,-0.0003562246567162,-0.0008181716984472,-0.019476239205378,0.0160003103160852,0.0952538516311506,-0.151330122844429,0.0639863624296776,0.0777140862758278,Male,48,Yes,No,Employed,Urban,High School or Below,1671516000
32,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,b57341d3-ee36-4243-ba7c-3bc1a9763297,no_churn,0.019244773,0,no_churn,-0.0074057565932253,-0.0044841739082767,-0.0435662752654934,-0.107256937044422,0.0180616507079594,-0.0566275769985986,-0.0193288314206984,-0.0284182541343579,Male,30,Yes,Yes,Unemployed,Suburban,Bachelor,1671516000
32,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,f8e3b2cc-b62a-4981-92c4-9ad1b617960a,no_churn,0.019244773,0,no_churn,-0.0074057565932253,-0.0044841739082767,-0.0435662752654934,-0.107256937044422,0.0180616507079594,-0.0566275769985986,-0.0193288314206984,-0.0284182541343579,Female,24,No,Yes,Employed,Urban,High School or Below,1671516000
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,be869620-01db-4cd6-8c44-5043b92d413d,churn,0.5422834,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,59,No,No,Employed,Urban,Master,1671516000
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d8e75f6e-d0be-4917-886b-580d7d8fcd08,no_churn,0.46691838,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,36,Yes,No,Employed,Urban,Bachelor,1671516000
42,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,3e5c78c4-74e2-45f6-bca7-05f92c01e204,no_churn,0.0066034836,0,no_churn,0.012853394229578,-0.0038376831355344,-0.0034879945976717,-0.022311607168358,-0.0096532358988952,-0.210818610567076,-0.0140427996170728,-0.01772761328466,Male,73,No,Yes,Employed,Rural,College,1671516000
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32b33cd4-c17b-40d7-9878-065a4e782a1f,no_churn,0.35070145,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,40,No,No,Employed,Urban,College,1671516000
30,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,fd38b4cd-d95c-4445-bd42-2be3a9e3daf4,no_churn,0.022253891,0,no_churn,-0.0562411148243245,-0.0042402631707955,-0.0084727677291175,-0.0561780560589522,-0.0201933888560051,-0.0865962143123943,-0.0161063521022879,-0.0209979944481665,Female,34,No,No,Employed,Suburban,High School or Below,1671516000
1,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,ef4c3eb4-75a1-4af7-b6b2-64ff9c30decb,no_churn,0.23988776,0,no_churn,0.149098677337279,-0.0055654216230595,-0.0165560855330568,-0.148578190667586,-0.0673709333554234,0.0992051732758773,-0.062406244439262,-0.07729626056298,Male,71,No,No,Employed,Urban,Doctor,1671516000
16,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca519348-f9b8-4a37-a3fb-8d2cd4a96637,churn,0.49432546,1,churn,0.182569640034985,0.132669221016413,0.037019131843881,0.112274384614666,0.104572581635957,0.119956037707052,-0.0078379671389302,-0.0189991733579154,Male,42,No,Yes,Employed,Suburban,High School or Below,1671516000
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,00bbcba7-e190-42c2-9ad9-b8f4d73341d7,no_churn,0.49135274,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,75,No,No,Unemployed,Rural,Bachelor,1671516000
20,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ba113cb-5484-4666-a75e-d8811df5822e,no_churn,0.3087948,0,no_churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Male,61,No,Yes,Unemployed,Suburban,High School or Below,1671516000
4,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,2b5b934c-f798-443e-bf7d-4aae8ee29248,no_churn,0.04931379,0,no_churn,0.0436214965802446,-0.0051309092976953,-0.0193008407329034,-0.0629228650103505,-0.0044488998882025,-0.141483629409377,-0.0349628085779841,-0.033731029308019,Female,68,No,No,Unemployed,Rural,Doctor,1671516000
3,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,98577fae-0ca0-4ac0-ab44-26c8f036a1d8,no_churn,0.0515964659999999,0,no_churn,0.0392044469179563,-0.0057216672255526,-0.0236470179686057,-0.065945203362844,-0.0163429661576174,-0.127023123407307,-0.0320687244498003,-0.0374818965393296,Female,54,No,No,Unemployed,Suburban,Bachelor,1671516000
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b191e8f3-4255-4283-af66-e115213222fb,no_churn,0.16385783,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Male,78,No,No,Employed,Rural,College,1671516000
24,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,15772b1c-1c6c-4889-8a94-25dbb966a0df,no_churn,0.08494273,0,no_churn,0.0004799929018463,-0.0017527717801931,-0.0155663095740783,0.0461621881395603,0.0024924745107637,0.117843032744477,0.200695762843861,0.0981194878006317,Male,57,No,No,Medical Leave,Suburban,High School or Below,1671516000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,a543d307-1f5b-428b-88f4-7b60d8fddd04,no_churn,0.019057192,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Female,44,Yes,No,Employed,Suburban,Bachelor,1671516000
23,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,6aa59916-e14d-4e57-9ecb-6e27852e4b6f,churn,0.44532096,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,31,Yes,No,Employed,Suburban,College,1671516000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1fdb278b-b85d-4376-9bdb-90651f1a8b42,no_churn,0.24984418,0,no_churn,-0.295323869828253,-0.004873240525535,0.00916928885596,-0.0797442113385705,0.0134632553795017,0.0383231802803993,0.0198555098943143,0.0301039328175829,Male,41,Yes,No,Employed,Suburban,Bachelor,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad34c604-6fb2-4d4b-a238-b8d9a238b837,churn,0.67559445,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,80,No,No,Employed,Suburban,Bachelor,1671516000
27,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,2e104478-07c0-4dd3-a0d5-7928ffa4f261,no_churn,0.017381072,0,no_churn,-0.0566809003623529,-0.007206473996066,-0.0167799446627032,-0.030889288483213,0.008514248454303,-0.0818515480845053,-0.0429403376407572,-0.0411919084637702,Male,47,No,No,Employed,Suburban,Bachelor,1671516000
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,cf8200dd-bc9f-4b69-ab24-2772cdf5de3b,no_churn,0.35807547,0,no_churn,-0.190409723667326,-0.002409510586076,0.0427834312082177,-0.0608867118586022,0.0057910084060677,0.0482652256127403,-0.0561196896441924,-0.0431830387752052,Male,45,No,Yes,Employed,Suburban,High School or Below,1671516000
71,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,0f34941d-76a6-462e-99a7-2b49e6207423,no_churn,0.015221523,0,no_churn,-0.146404719340621,-0.0032117532077336,0.0068226171358583,0.0322880542567872,-0.0161632465408138,-0.0977484200714525,-0.0149225989454771,-0.0296860857575939,Male,44,No,Yes,Unemployed,Suburban,Bachelor,1671516000
35,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,6487fdb2-2fea-4439-85fe-f1364b8a7d52,no_churn,0.039936967,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,55,Yes,Yes,Disabled,Suburban,Bachelor,1671516000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4953ea12-b2bb-435c-b443-b8ad91b5643c,no_churn,0.57209456,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,60,No,Yes,Employed,Rural,Master,1671516000
60,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,ac0ccb61-7209-4581-81a3-193186984929,no_churn,0.073418364,0,no_churn,-0.111077413756393,-0.0034889820496391,-0.0746752955125521,0.0408868631840232,-0.0129727129107777,-0.120048553781435,0.0255728202290265,0.0167771232879022,Female,51,Yes,Yes,Employed,Urban,High School or Below,1671516000
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eabe62aa-9fea-4514-a50c-47eb6ca3e515,churn,0.34810087,1,churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Female,76,No,Yes,Disabled,Suburban,College,1671516000
30,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,63eda548-048e-43cf-8a56-8d6996c81fa1,no_churn,0.23093483,0,no_churn,-0.0532282521822799,-0.0020736332777232,-0.0399985957498756,-0.0628331832935327,-0.0440370984492528,-0.0876100575457621,0.0339126558576572,0.0368420126181445,Male,53,Yes,No,Employed,Suburban,Bachelor,1671516000
65,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,b76aceea-4a7e-4591-9ec3-6b563975d89a,no_churn,0.07079239,0,no_churn,-0.1106948296272,-0.0017421430835383,-0.0156717906997801,0.0151537632631607,-0.0613820310295159,-0.116632467742784,0.0068168441354282,0.0251265024635358,Female,75,Yes,No,Employed,Suburban,College,1671516000
54,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9b19809a-cc41-4a35-b4ec-f0b12c91bcef,no_churn,0.45581838,0,no_churn,-0.156533346599726,-0.0027615014504408,-0.0187659369333687,-0.113902785204364,0.0835524407825869,-0.0007850080144453,0.0760302379637505,0.0641397443682763,Female,23,No,Yes,Employed,Suburban,Master,1671516000
8,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5fea2fc2-98b7-41b1-af96-0850698c0948,no_churn,0.37553963,0,no_churn,0.0170887389093059,-0.0114536998776293,-0.0265589734563127,-0.134057152302548,0.0231934106326843,0.0437875892383363,-0.0535683541087382,-0.069957709336395,Male,52,No,Yes,Medical Leave,Suburban,Bachelor,1671516000
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,194275e3-4ace-42d5-8a44-87a368588961,no_churn,0.55915767,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,39,Yes,Yes,Unemployed,Suburban,College,1671516000
39,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,550cef1b-cd25-4690-b86e-14b4e979b862,no_churn,0.012483473,0,no_churn,-0.0246491036296811,-0.0050961467967499,-0.0050183358837057,-0.0705428392870362,-0.0379206806755792,-0.0993722959173464,-0.0123363789986069,-0.0140903710164411,Male,68,No,No,Employed,Suburban,Bachelor,1671516000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b758a33-73ae-48aa-8fb2-c85b64f7cb3c,no_churn,0.52234733,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,61,No,Yes,Disabled,Suburban,Bachelor,1671516000
17,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,04408772-e6dc-4dab-9b26-68eaccdd0afe,churn,0.13044661,1,churn,0.0467553496785058,-0.0083680716353774,0.0207827474369742,-0.0405889033711673,0.0170184242197365,-0.170795799475995,-0.0242189226505433,-0.0396109759678984,Male,57,No,No,Employed,Rural,Master,1671516000
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5113c1f9-1f5f-46a2-8d93-4e80bd70719a,no_churn,0.24603365,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Male,60,Yes,No,Medical Leave,Suburban,High School or Below,1671516000
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,846acfe5-d52b-4578-8a64-a888c3576be7,no_churn,0.08908145,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Female,38,No,Yes,Employed,Suburban,College,1671516000
38,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9d428e0-0a03-4df3-9c7f-283b25f96564,no_churn,0.034158435,0,no_churn,-0.0691545796567152,-0.0118386128913516,-0.030280697531125,-0.114872784811341,-0.014857095600073,0.0383133479482239,-0.0307183552599599,-0.0356173734175536,Male,39,No,No,Employed,Urban,Bachelor,1671516000
53,No,No phone service,Low Speed,Phone_Support,One year,<80hrs,Active,cbe71b1d-d729-4825-abe8-923780f508ab,no_churn,0.113850616,0,no_churn,0.0072019616203124,0.0307218061265075,0.0053359266312145,0.0378750461231447,0.0435184902376022,-0.0471306737011764,0.143823600827823,0.0796276966925915,Female,46,No,No,Employed,Suburban,High School or Below,1671516000
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9076046d-7d69-4a3c-9f96-1918670aa858,no_churn,0.11926381,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Male,40,Yes,Yes,Employed,Rural,College,1671516000
17,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,fea923e2-c54c-421a-b435-a403853322b6,no_churn,0.19781426,0,no_churn,-0.0074111849595738,-0.006080799822148,-0.0160908008705064,-0.195346980655659,0.0149317872354549,0.0622218765688376,-0.0326985166282975,-0.038551531119383,Female,46,No,Yes,Employed,Suburban,College,1671516000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7d6bb9ed-c99b-489d-b5f9-0f7853bb9948,churn,0.8819449,1,churn,0.050797335006473,-0.0050658895036212,-0.0681690596177577,-0.0451740529723701,-0.036704758797814,0.0907621286220182,-0.122333050211055,0.0168611916021018,Male,63,No,No,Employed,Urban,Bachelor,1671516000
47,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,64f798ad-d75d-4b10-933f-26ab356f7d90,no_churn,0.13587618,0,no_churn,-0.0461411541633879,-0.0040977140744507,-0.0643553888595033,-0.0655050599115747,0.0412941747038439,0.0539063640404583,-0.0374008449224766,-0.0560122417530328,Male,40,No,No,Unemployed,Suburban,College,1671516000
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,48e15b2c-5484-4878-82ef-fa643baa1e0e,no_churn,0.0016602854,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,76,Yes,No,Employed,Rural,Bachelor,1671516000
68,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,381ee801-0188-46b6-841f-2a46dc3eb0c4,no_churn,0.0062926924,0,no_churn,-0.0180209566949815,-0.002677999966836,-0.0058043901718065,-0.0074739355112797,-0.0030846829220536,-0.205498997199938,-0.0115589563936555,-0.0149062309379041,Female,76,Yes,Yes,Employed,Urban,High School or Below,1671516000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b74cbf78-cfff-4b73-b17e-1fd150d2dd32,churn,0.7289222,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,55,Yes,No,Unemployed,Urban,College,1671516000
27,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,e21f6793-c666-4947-988e-b12c569c7c7b,no_churn,0.03776875,0,no_churn,-0.0543858057343641,-0.0045936183852245,-0.023987687717672,-0.0317016254349982,0.0104966874976616,-0.0811323626838475,-0.0421750109840195,-0.0415467303716559,Female,72,No,Yes,Employed,Rural,Bachelor,1671516000
63,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,b6845d3f-ecaf-4a9a-a566-b0e97a0d54b0,churn,0.007792044,0,no_churn,-0.0860836659540473,-0.0024991217969363,-0.0084187635310263,0.0020882846132735,-0.0506665174872614,-0.180714422105903,0.0274916255409334,0.0297764271676896,Female,71,No,Yes,Employed,Suburban,College,1671516000
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c509b5c8-4c24-4482-997a-30e0cd8ec872,no_churn,0.35070145,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,44,No,No,Employed,Urban,College,1671516000
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,61d225ed-ee4b-4ca4-a320-32a818dd94e5,no_churn,0.0016602854,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,73,No,Yes,Unemployed,Suburban,High School or Below,1671516000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,403d2b12-5c20-4a1c-b22b-ee2139260a08,churn,0.67559445,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,68,No,Yes,Employed,Urban,High School or Below,1671516000
67,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,114c753a-66f1-4f6f-9de6-334cd4a30630,churn,0.21835184,0,no_churn,-0.122394570140841,-0.0020307889647665,0.0255092258626427,0.0152502129198819,0.0094950857143703,-0.12913666859029,0.0008650452390611,0.0334163078038363,Male,25,Yes,Yes,Employed,Suburban,College,1671516000
64,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,7aedae68-fc20-47b4-bc47-5af7437e0a62,no_churn,0.0609590079999999,0,no_churn,-0.217356575475696,-0.0026245222644502,0.0164901309937704,0.0079793205721762,0.0013020173959557,-0.117087974976803,0.0214044148504035,0.0308670368366074,Female,32,No,Yes,Employed,Rural,High School or Below,1671516000
34,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,30ce8a50-b11a-410d-9c89-85685818e8c9,no_churn,0.034166478,0,no_churn,-0.0439490873490467,-0.0039874655466519,-0.0094479682932978,-0.0420473903680613,-0.0363042969840535,-0.0726635201822409,-0.0225660157165839,-0.0380604079329168,Male,41,No,Yes,Disabled,Suburban,Bachelor,1671516000
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ac1f8e60-3252-4d68-b661-bb75dd38f414,no_churn,0.8047157,1,churn,0.151464030514971,6.98767835820036e-05,0.0268515851040183,0.0023294193066112,0.101152815259147,0.160401835959046,0.14720495003422,0.141499334247224,Male,63,No,Yes,Unemployed,Rural,Bachelor,1671516000
56,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,63716a10-f26a-4ac7-a658-f6032a5d5c2a,no_churn,0.008006039,0,no_churn,-0.0365039374334082,-0.0033851008868441,0.002784728948045,-0.0887887564321499,-0.0213356435237619,-0.0947865512393764,-0.0146318880706894,-0.0123790039425148,Male,29,No,No,Employed,Suburban,Bachelor,1671516000
72,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,e56fd38e-04a4-4032-9473-ab2e17c97bad,no_churn,0.0041525684999999,0,no_churn,-0.165987036184338,-0.0023189642900251,-0.0066093733330308,-0.0407731079337099,0.0351333722196432,-0.137707391752365,0.0348892821759682,0.0443470670829629,Female,60,Yes,No,Employed,Urban,College,1671516000
25,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,e8c6747f-0604-4f60-89ba-a252f749c94f,churn,0.2681645,1,churn,-0.0857894444570729,0.004206989611448,-0.0070641364849871,-0.0538930459827292,-0.134090034369028,0.060296324957037,0.023909638711359,0.0433975554439621,Female,21,No,No,Medical Leave,Suburban,Bachelor,1671516000
55,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,6f30c682-d188-42db-8a73-87417319d686,no_churn,0.058623504,0,no_churn,0.0549126732007971,-0.0034860587768889,-0.0008677452850497,0.0404925658965294,0.0714544543905685,-0.0099439326513038,-0.0145335558443002,-0.0170545507068709,Female,74,Yes,No,Unemployed,Rural,College,1671516000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,82b3f213-c2b9-413f-b326-e60d2e75df41,no_churn,0.18267645,0,no_churn,-0.186873360545374,-0.0021888664795233,0.0356419930749552,-0.0033235563494963,-0.0618991509695388,-0.16155338783658,0.0528621576439991,0.058308017350846,Male,25,No,No,Employed,Suburban,College,1671516000
18,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4409a1df-2a35-47fa-8955-18c455c371cd,no_churn,0.38582072,0,no_churn,-0.0770482815335526,-0.0103540651961702,0.0426103127040914,-0.0113529612705406,0.0562084179869452,0.0726923030066518,-0.0608303014425655,-0.0609515746185025,Male,54,No,No,Employed,Suburban,College,1671516000
52,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,bd97c197-931c-4ff1-bd0d-8f1a8f9b9848,no_churn,0.1578924,0,no_churn,-0.143986723672988,-0.0032213538815994,0.0028782558487182,0.0122903043254427,-0.0420569020745824,-0.122832236078848,-0.0091455935728117,0.0370480969195341,Male,70,No,No,Employed,Suburban,High School or Below,1671516000
1,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,842c1813-3da8-413f-8756-4fbfb1056be4,no_churn,0.043428995,0,no_churn,0.0957397764005327,-0.0081259349726315,-0.0332080451513138,-0.0311057659384914,-0.043655980470794,-0.11090063166147,-0.0191386372472243,-0.0196309316204269,Male,49,No,No,Employed,Urban,College,1671516000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f52d5505-644b-4c38-8819-985c5cd2e13c,churn,0.51253474,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,80,No,Yes,Employed,Suburban,High School or Below,1671516000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,028be029-2134-44cc-bc31-396c5a1dfbc2,churn,0.4391235,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,37,Yes,No,Employed,Suburban,Master,1671516000
72,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,adf675ac-738c-449c-bfa3-c23f75f859bd,no_churn,0.0062697153,0,no_churn,-0.122926814078382,-0.0007502626566724,0.0042725082496076,-9.55601726150235e-05,0.0342275597529806,-0.121657186636244,0.0278363751648817,0.0400672293058437,Female,43,No,No,Employed,Suburban,High School or Below,1671516000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4b41405f-99e0-4aba-8441-eb623bfaee0d,no_churn,0.24984418,0,no_churn,-0.295323869828253,-0.004873240525535,0.00916928885596,-0.0797442113385705,0.0134632553795017,0.0383231802803993,0.0198555098943143,0.0301039328175829,Female,78,Yes,Yes,Employed,Urban,College,1671516000
47,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,70061445-d9a8-4131-8a84-92c0f7e55557,no_churn,0.13587618,0,no_churn,-0.0461411541633879,-0.0040977140744507,-0.0643553888595033,-0.0655050599115747,0.0412941747038439,0.0539063640404583,-0.0374008449224766,-0.0560122417530328,Female,42,No,Yes,Employed,Suburban,Bachelor,1671516000
34,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,913e9c9a-86fa-4e79-8ad8-a8ef7af9c8f9,no_churn,0.07358689,0,no_churn,-0.0502314137150187,0.0027622709366642,-0.0239530973851651,-0.0356759323299047,0.0279662295624621,-0.114184557890367,-0.0180266962862242,-0.0276829559801353,Female,67,Yes,No,Employed,Suburban,High School or Below,1671516000
34,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,9b285720-f74a-4671-a2d4-d561be623dac,no_churn,0.034166478,0,no_churn,-0.0439490873490467,-0.0039874655466519,-0.0094479682932978,-0.0420473903680613,-0.0363042969840535,-0.0726635201822409,-0.0225660157165839,-0.0380604079329168,Male,42,No,No,Unemployed,Suburban,Bachelor,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,3e6165bc-20f4-4e8b-b226-259572c1ea19,churn,0.59726155,1,churn,0.273244120570471,-0.0066881578208267,-0.0332032329333196,0.0050854471816819,0.167521886638606,0.145771601173728,0.0943869265205648,0.0848552624085641,Male,46,No,Yes,Employed,Suburban,High School or Below,1671516000
47,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,c85fccde-9dbf-43c6-96fb-302697387329,no_churn,0.04803099,0,no_churn,0.0092860559184009,-0.0010934248562807,0.0228766224292485,0.0172258842020164,0.0367159020567669,-0.0162719460294647,-0.0328348515558718,-0.0449303923331535,Male,35,No,Yes,Unemployed,Urban,Bachelor,1671516000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eccf4ef3-577a-4c32-83fe-1997bdeca315,no_churn,0.38519305,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,70,Yes,Yes,Unemployed,Rural,Bachelor,1671516000
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1bacef50-bc20-4435-bd1c-45f9d773c062,churn,0.3779451,1,churn,-0.12762514890177,-0.0044607238804928,-0.0198572767972382,-0.0213955447702119,0.0323856362615697,0.0564864629455223,-0.0624794949253737,0.0269199411524641,Female,23,Yes,No,Medical Leave,Suburban,College,1671516000
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,11baaa99-af26-44fb-aca7-fbe1014e40cb,no_churn,0.18171231,0,no_churn,-0.126939929769219,-0.0026724729036504,0.0941100711488616,0.066523885575234,0.0389487806114084,0.090319351640278,-0.0159644031067,0.0057207230443145,Female,75,Yes,No,Employed,Suburban,Bachelor,1671516000
35,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,d51aa068-f1ba-43b2-ab88-34b246632aa7,no_churn,0.01990436,0,no_churn,-0.0559164627622976,-0.0040722606186682,-0.0131930482808729,-0.0384453227355152,-0.0360490398377623,-0.0574293233324806,-0.0216781368137162,-0.0422425579279115,Female,61,No,Yes,Employed,Suburban,Bachelor,1671516000
5,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,46feaae2-5963-4155-b2f6-5de70a274555,no_churn,0.32331765,0,no_churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Male,76,Yes,No,Unemployed,Suburban,Bachelor,1671516000
12,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b2fc4665-7891-4578-904d-119a88aa4d15,no_churn,0.27913687,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Male,43,No,No,Medical Leave,Suburban,College,1671516000
16,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,18015237-992a-4add-8acc-03ccd87d8c5f,churn,0.7749826,1,churn,0.0929035650369769,-0.0056466418072523,0.104161506290202,-0.0177454087463866,0.14251007961564,0.0913348204246995,-0.0107384920757613,0.0167420448855409,Female,24,No,No,Unemployed,Suburban,Doctor,1671516000
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,efada01f-5b95-4fd4-a73a-172a355d8f75,churn,0.22989948,1,churn,0.0662988799595223,-4.60133137676166e-05,0.0799327866565909,0.127531784376902,0.0836453475318194,-0.0066219108642872,-0.0006319470489779,0.0184522303459016,Male,72,No,No,Employed,Suburban,High School or Below,1671516000
67,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,5571d174-90d0-4485-97d6-48c6476896f4,churn,0.21835184,0,no_churn,-0.122394570140841,-0.0020307889647665,0.0255092258626427,0.0152502129198819,0.0094950857143703,-0.12913666859029,0.0008650452390611,0.0334163078038363,Female,26,No,Yes,Disabled,Suburban,High School or Below,1671516000
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,cc64649b-7c9f-43ab-be31-247d6b23362d,no_churn,0.0046502366,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Female,36,No,Yes,Disabled,Suburban,High School or Below,1671516000
27,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,684b701b-24d9-4982-861d-31d4e698d79a,no_churn,0.03776875,0,no_churn,-0.0543858057343641,-0.0045936183852245,-0.023987687717672,-0.0317016254349982,0.0104966874976616,-0.0811323626838475,-0.0421750109840195,-0.0415467303716559,Male,56,Yes,Yes,Employed,Urban,Bachelor,1671516000
34,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,076eacdb-ef1c-40fb-93cf-c19f96900366,no_churn,0.034166478,0,no_churn,-0.0439490873490467,-0.0039874655466519,-0.0094479682932978,-0.0420473903680613,-0.0363042969840535,-0.0726635201822409,-0.0225660157165839,-0.0380604079329168,Male,70,Yes,No,Unemployed,Rural,High School or Below,1671516000
9,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,e5eda936-3537-437c-a3d9-a5442bd96ab5,no_churn,0.0582812059999999,0,no_churn,0.0067474718254015,-0.0085445686564526,-0.0184035964194845,-0.0002572890932606,-0.0213691635494251,-0.142364265708293,-0.0255067666471404,-0.0426613060992622,Female,80,Yes,No,Employed,Suburban,Bachelor,1671516000
39,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,acb00580-5900-45fd-8aa0-0525804f48c1,churn,0.5814909,1,churn,-0.102859284381539,-0.0040615298198645,0.0888541024930873,0.0081757693013059,-0.028089504119307,0.116075493066837,0.0702650326762704,0.0402804395431394,Male,74,No,Yes,Employed,Rural,High School or Below,1671516000
9,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,629725bc-f633-4fa5-a1ef-f2494022da55,no_churn,0.0582812059999999,0,no_churn,0.0067474718254015,-0.0085445686564526,-0.0184035964194845,-0.0002572890932606,-0.0213691635494251,-0.142364265708293,-0.0255067666471404,-0.0426613060992622,Female,51,No,Yes,Unemployed,Suburban,Bachelor,1671516000
55,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,731ddb41-498a-4615-920f-d9fb578b875a,no_churn,0.00952491,0,no_churn,-0.0299883806459911,-0.003533103516911,0.0079103160749582,-0.003548251246284,0.0138673853356158,-0.2020763744131,-0.0226181086238648,-0.0290396339596554,Male,38,Yes,No,Employed,Urban,High School or Below,1671516000
71,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,b3bc7cef-4900-43f9-91ec-4b0e4d2fcfc0,no_churn,0.015221523,0,no_churn,-0.146404719340621,-0.0032117532077336,0.0068226171358583,0.0322880542567872,-0.0161632465408138,-0.0977484200714525,-0.0149225989454771,-0.0296860857575939,Female,57,No,Yes,Employed,Suburban,College,1671516000
3,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,f24c8fd7-8bf5-45bd-8b10-ce91e757cce3,no_churn,0.0515964659999999,0,no_churn,0.0392044469179563,-0.0057216672255526,-0.0236470179686057,-0.065945203362844,-0.0163429661576174,-0.127023123407307,-0.0320687244498003,-0.0374818965393296,Female,37,No,Yes,Unemployed,Suburban,High School or Below,1671516000
72,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,8c089616-54a1-4f49-a911-ebc045b3d278,no_churn,0.0062697153,0,no_churn,-0.122926814078382,-0.0007502626566724,0.0042725082496076,-9.55601726150235e-05,0.0342275597529806,-0.121657186636244,0.0278363751648817,0.0400672293058437,Female,59,No,No,Employed,Suburban,High School or Below,1671516000
68,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,a029408a-a455-4d01-adb4-9dcab8f051d3,no_churn,0.0062926924,0,no_churn,-0.0180209566949815,-0.002677999966836,-0.0058043901718065,-0.0074739355112797,-0.0030846829220536,-0.205498997199938,-0.0115589563936555,-0.0149062309379041,Male,59,No,Yes,Employed,Suburban,College,1671516000
30,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,25d9b3b3-4ac9-46ef-b64e-e5bf1a8d9b48,no_churn,0.19179843,0,no_churn,-0.0003260939637129,-0.0158487713341082,-0.0812208977764157,-0.107432597582219,-0.0241815403820009,0.0532173982377571,-0.0262809843366812,-0.026952662057356,Male,40,Yes,Yes,Employed,Urban,Bachelor,1671516000
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3d59b3d2-cefe-4f7a-a79d-90cec5be776a,churn,0.81729287,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,71,Yes,No,Employed,Suburban,Doctor,1671516000
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c5c86854-990f-4c83-84a6-c9389e27f3eb,no_churn,0.11926381,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Female,64,No,Yes,Employed,Suburban,College,1671516000
24,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,4f3cb9d7-7db8-4613-a1c0-daa364833bc7,no_churn,0.08494273,0,no_churn,0.0004799929018463,-0.0017527717801931,-0.0155663095740783,0.0461621881395603,0.0024924745107637,0.117843032744477,0.200695762843861,0.0981194878006317,Female,65,Yes,Yes,Unemployed,Rural,Bachelor,1671516000
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0ddb35e3-e4fe-4b20-94c7-f57796ad1d65,churn,0.81729287,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,49,Yes,No,Employed,Suburban,High School or Below,1671516000
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7c6dad13-6756-4405-b940-3582f781d8c0,no_churn,0.4487967,0,no_churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Female,39,No,No,Employed,Suburban,College,1671516000
44,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,4013f9bd-22e2-4460-a673-c21b15db70dd,no_churn,0.02507175,0,no_churn,-0.0818568052716364,-0.0073898961602571,-0.0261587552126275,-0.0336689982778807,0.0100363132662914,-0.0753499129954343,-0.0178909293269589,-0.0367471690417915,Male,61,No,Yes,Employed,Rural,Master,1671516000
62,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,fe21b834-6e02-44bd-9b56-30a5fd4bb504,no_churn,0.042577885,0,no_churn,-0.102182993678907,-0.0031166345518613,-0.0016828010199424,0.0293500365535328,0.0024399289363464,-0.0608763527514202,-0.017958659070864,-0.0149986757330771,Female,51,No,Yes,Employed,Suburban,Master,1671516000
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,15c95b5e-ae33-4b07-9140-8a2185481058,no_churn,0.08908145,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Female,42,No,Yes,Unemployed,Suburban,College,1671516000
66,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,26ac258c-38ab-4236-9364-da76a3c11cc4,no_churn,0.069691956,0,no_churn,-0.0338986674085481,-0.0055917863425383,-0.020207695794179,-0.0514762143239204,-0.0831626821616282,0.0014904892108552,-0.0160142598047787,-0.017641524644132,Male,57,Yes,No,Unemployed,Suburban,High School or Below,1671516000
40,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,2914917a-ccbf-4393-8356-18293fc7980a,no_churn,0.05374846,0,no_churn,-0.0555701343578221,-0.008239325651848,-0.0809070325772336,-0.0475516911267186,0.0460540175071309,0.0585992754090148,-0.0384781265814126,-0.0679331338348401,Female,21,Yes,Yes,Employed,Suburban,Bachelor,1671516000
57,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,767e2950-f82b-4c44-aca8-ff7a8382f979,no_churn,0.2762755,0,no_churn,-0.0925498922296992,-0.0043507789002433,0.0528668601408571,0.0445474927165742,0.0825244497501444,0.0809070711206368,0.119208272919404,0.0654015514942875,Male,74,No,No,Employed,Rural,High School or Below,1671516000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6957779d-f4fc-4c78-ac42-8b8a14b301b1,no_churn,0.56131893,0,no_churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,42,No,No,Medical Leave,Urban,College,1671516000
70,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,2bd654c4-970e-47ee-b94f-e537884e2634,no_churn,0.011492315,0,no_churn,-0.0983822240433073,0.0084329907923438,-0.0013424315409793,-0.0125785978968769,0.0014664875862126,-0.130033492100374,-0.0152594351632842,-0.0213294511618778,Female,28,No,Yes,Unemployed,Rural,Bachelor,1671516000
15,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,610f570e-7509-4ee6-83f3-70a5ff0674d6,no_churn,0.10550265,0,no_churn,0.166007157228996,-0.0100524944071003,0.0801762970326308,-0.0562051373535359,0.0829312448541895,0.122024730556095,-0.0297086341894828,-0.0457434310590997,Male,54,Yes,Yes,Unemployed,Urban,College,1671516000
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc4a75d8-467a-477e-8dd2-24d67a49906c,no_churn,0.47993928,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Female,71,Yes,Yes,Unemployed,Suburban,High School or Below,1671516000
47,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,7c1a74e4-7f5c-40cb-baf4-97e0f7098fa7,churn,0.5269277,1,churn,-0.136909847963116,-0.0020798715611454,0.0070969813679403,-0.166324773552233,0.0367172391731946,0.0675327288573134,0.0942954351424487,0.0706459570641527,Female,66,No,Yes,Employed,Urban,High School or Below,1671516000
12,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,87804efe-f752-4597-b14f-a7219ba819a9,no_churn,0.27913687,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Female,33,No,Yes,Employed,Suburban,High School or Below,1671516000
54,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7ccb0900-a756-4413-95d2-f1487f6adebb,no_churn,0.45581838,0,no_churn,-0.156533346599726,-0.0027615014504408,-0.0187659369333687,-0.113902785204364,0.0835524407825869,-0.0007850080144453,0.0760302379637505,0.0641397443682763,Male,74,Yes,No,Employed,Suburban,Bachelor,1671516000
63,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,570570e2-9b4e-4f94-a0ea-6e9828918eb0,no_churn,0.01840915,0,no_churn,-0.097822895759873,-0.0028459703676708,-0.005355624713311,-0.0169381655560755,-0.0519068309181602,-0.141738962999043,0.0249661495644431,0.022616146666096,Male,29,No,No,Employed,Urban,High School or Below,1671516000
72,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,b39581d9-bec9-4efb-803f-aa220f02d8ae,no_churn,0.005419261,0,no_churn,-0.0980479575063759,0.002195106313843,-0.0035385853472598,-0.0130007723638664,-0.0508286289281431,-0.137602499132784,0.0117232084361103,0.020073975172454,Female,52,Yes,Yes,Employed,Rural,High School or Below,1671516000
49,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,7e139423-f7be-46a1-9223-28c54f8f7386,no_churn,0.024305651,0,no_churn,-0.0514835995550311,-0.0036359509791145,0.0080631441374316,-0.0387687360833297,-0.0320874576722235,-0.112510139239639,-0.0167469207461363,-0.0218564922015866,Male,56,Yes,Yes,Unemployed,Urban,High School or Below,1671516000
72,No,No phone service,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,b26b4926-0433-4067-b323-532dee59f538,no_churn,0.00324965,0,no_churn,-0.115985344141836,0.0150583246348287,0.0007996923189784,-0.0160210890037842,0.0027288349205355,-0.110685943906578,-0.0151132485073412,-0.0198073784463758,Female,27,No,No,Employed,Suburban,College,1671516000
34,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,a59cf772-b5e1-41f0-8ffc-989a32b57878,no_churn,0.034166478,0,no_churn,-0.0439490873490467,-0.0039874655466519,-0.0094479682932978,-0.0420473903680613,-0.0363042969840535,-0.0726635201822409,-0.0225660157165839,-0.0380604079329168,Female,44,No,Yes,Unemployed,Suburban,Bachelor,1671516000
58,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,9b0fe42a-d7d6-4d50-9063-4144c32ca8f0,churn,0.42105073,1,churn,-0.156963340305188,-0.025505184049125,-0.0237512209850456,-0.0050806409194501,-0.106945513186934,0.0560341901743049,0.0292839518431355,0.033901604849143,Female,70,Yes,No,Employed,Rural,Bachelor,1671516000
32,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,8fe3650c-5433-4d60-8668-a03660e42df3,no_churn,0.019244773,0,no_churn,-0.0074057565932253,-0.0044841739082767,-0.0435662752654934,-0.107256937044422,0.0180616507079594,-0.0566275769985986,-0.0193288314206984,-0.0284182541343579,Male,73,No,No,Employed,Suburban,Bachelor,1671516000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,55ea1b53-0f58-423e-b6be-95893dbde1bb,churn,0.4391235,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,21,No,No,Medical Leave,Suburban,College,1671516000
12,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cd66c5d7-b60b-4f08-b4be-e847209e8c2a,no_churn,0.1882554,0,no_churn,-0.0620700823367587,-0.0090670244376815,-0.0197647981329828,-0.104808630542793,-0.0343723925388258,0.0409518227019634,-0.0395798757791453,-0.0309818375326358,Male,62,Yes,No,Employed,Suburban,Doctor,1671516000
57,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,df0a39d1-50bf-43f4-8e33-fe63949a94c6,no_churn,0.2762755,0,no_churn,-0.0925498922296992,-0.0043507789002433,0.0528668601408571,0.0445474927165742,0.0825244497501444,0.0809070711206368,0.119208272919404,0.0654015514942875,Female,77,Yes,No,Employed,Suburban,Bachelor,1671516000
30,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,a968b8f9-48ac-4739-99ba-8e55e9de0ddb,no_churn,0.022253891,0,no_churn,-0.0562411148243245,-0.0042402631707955,-0.0084727677291175,-0.0561780560589522,-0.0201933888560051,-0.0865962143123943,-0.0161063521022879,-0.0209979944481665,Male,30,No,Yes,Employed,Rural,Bachelor,1671516000
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b1b85132-eaf0-455e-b658-a4db4bf4fe71,churn,0.3779451,1,churn,-0.12762514890177,-0.0044607238804928,-0.0198572767972382,-0.0213955447702119,0.0323856362615697,0.0564864629455223,-0.0624794949253737,0.0269199411524641,Male,54,No,Yes,Employed,Rural,Bachelor,1671516000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8ae44db1-cc50-4715-8c32-93e7ed13f3de,churn,0.8819449,1,churn,0.050797335006473,-0.0050658895036212,-0.0681690596177577,-0.0451740529723701,-0.036704758797814,0.0907621286220182,-0.122333050211055,0.0168611916021018,Male,57,No,Yes,Unemployed,Suburban,High School or Below,1671516000
30,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,82363513-67d3-44d8-9de7-2c408c0e1b76,no_churn,0.26514924,0,no_churn,-0.0885778850929227,0.0051345957163448,-0.0101704321206489,-0.103576796781533,-0.0978224751197376,0.0578065633757569,-0.0180232143450257,0.0062034918851009,Male,64,Yes,Yes,Employed,Suburban,High School or Below,1671516000
71,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,6ebd0b87-1ea3-4ceb-8585-358e940a3641,no_churn,0.08788586,0,no_churn,-0.176864824801287,-0.0028359178950449,-0.0450607685310205,0.0477684063578726,-0.0147596218203625,-0.0473970319912996,0.0152204604419785,0.0449031457256296,Male,42,No,No,Medical Leave,Suburban,College,1671516000
34,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,f796fd17-350a-47bf-a89b-33cf169d8dbe,no_churn,0.07358689,0,no_churn,-0.0502314137150187,0.0027622709366642,-0.0239530973851651,-0.0356759323299047,0.0279662295624621,-0.114184557890367,-0.0180266962862242,-0.0276829559801353,Male,63,No,No,Employed,Suburban,College,1671516000
30,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,14770aae-314f-492c-9e8d-cd9d17d14a45,no_churn,0.26514924,0,no_churn,-0.0885778850929227,0.0051345957163448,-0.0101704321206489,-0.103576796781533,-0.0978224751197376,0.0578065633757569,-0.0180232143450257,0.0062034918851009,Male,23,No,Yes,Unemployed,Suburban,Bachelor,1671516000
43,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,913c9d93-3e0f-470e-935f-310fcdf7711e,no_churn,0.01811588,0,no_churn,-0.0297838979216976,-0.0030553066216634,-0.0175564314421899,-0.0398367691245221,0.0189028311926085,-0.128984005607554,-0.0366832000773138,-0.0320293728035539,Male,67,No,Yes,Retired,Suburban,Bachelor,1671516000
38,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5a0ded9-b068-41df-a7a6-3e516b35b148,no_churn,0.034158435,0,no_churn,-0.0691545796567152,-0.0118386128913516,-0.030280697531125,-0.114872784811341,-0.014857095600073,0.0383133479482239,-0.0307183552599599,-0.0356173734175536,Male,45,No,Yes,Employed,Urban,Master,1671516000
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a896ca1b-efa2-4684-9e4b-400a54f2e01a,no_churn,0.027080594,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,67,Yes,Yes,Medical Leave,Suburban,College,1671516000
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f7476d7e-cb2e-47d7-a51a-0f358ad3a881,no_churn,0.49135274,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,64,No,Yes,Employed,Urban,High School or Below,1671516000
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,dd70efc2-16ca-47be-86ca-3ff887c27f99,no_churn,0.03280275,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,80,No,No,Employed,Urban,Bachelor,1671516000
43,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4627cf97-be95-43c2-9ba2-ff9ded219e88,no_churn,0.16531311,0,no_churn,-0.130877084438998,0.0096179481049148,-0.0122478009623046,-0.066830443933959,-0.0150426567007161,0.0366371336029442,-0.0368941218847521,-0.0433891263694567,Female,41,No,No,Employed,Suburban,College,1671516000
18,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,fb27ab27-1be8-4af4-bc21-e8884f4fcaf2,no_churn,0.22886203,0,no_churn,-0.0338128509828584,-0.0014886403650598,-0.0355837227238043,-0.0784116877330234,-0.0628095481396121,0.0604677261827419,0.111220159758941,0.0713924118107752,Male,33,Yes,No,Employed,Urban,Bachelor,1671516000
71,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,62d7b7d0-9266-4950-879c-44959d309c7a,no_churn,0.015221523,0,no_churn,-0.146404719340621,-0.0032117532077336,0.0068226171358583,0.0322880542567872,-0.0161632465408138,-0.0977484200714525,-0.0149225989454771,-0.0296860857575939,Female,50,Yes,Yes,Employed,Rural,High School or Below,1671516000
17,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,213a8feb-08ed-45dd-abf3-e63de051e436,no_churn,0.19781426,0,no_churn,-0.0074111849595738,-0.006080799822148,-0.0160908008705064,-0.195346980655659,0.0149317872354549,0.0622218765688376,-0.0326985166282975,-0.038551531119383,Male,75,No,No,Unemployed,Suburban,Bachelor,1671516000
34,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,3e2f4bce-8cab-4724-8493-e9c8a2b82942,no_churn,0.034166478,0,no_churn,-0.0439490873490467,-0.0039874655466519,-0.0094479682932978,-0.0420473903680613,-0.0363042969840535,-0.0726635201822409,-0.0225660157165839,-0.0380604079329168,Female,47,Yes,No,Employed,Suburban,High School or Below,1671516000
9,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,8269cdaf-89fb-4e67-882b-69bd8051c482,no_churn,0.0582812059999999,0,no_churn,0.0067474718254015,-0.0085445686564526,-0.0184035964194845,-0.0002572890932606,-0.0213691635494251,-0.142364265708293,-0.0255067666471404,-0.0426613060992622,Female,30,No,Yes,Employed,Urban,High School or Below,1671516000
47,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,736c72bd-4cf2-433c-ad2d-ac824b3f5cfa,no_churn,0.04803099,0,no_churn,0.0092860559184009,-0.0010934248562807,0.0228766224292485,0.0172258842020164,0.0367159020567669,-0.0162719460294647,-0.0328348515558718,-0.0449303923331535,Female,65,No,Yes,Disabled,Rural,Bachelor,1671516000
35,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,09845249-12c2-4b29-bcee-deb89acdfd2d,no_churn,0.01990436,0,no_churn,-0.0559164627622976,-0.0040722606186682,-0.0131930482808729,-0.0384453227355152,-0.0360490398377623,-0.0574293233324806,-0.0216781368137162,-0.0422425579279115,Male,61,No,No,Employed,Suburban,High School or Below,1671516000
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9d37ae21-4502-4177-85f5-0c125e0fee16,no_churn,0.68065464,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,26,No,Yes,Medical Leave,Suburban,College,1671516000
62,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,14a12a98-21f5-432c-9e02-daa91c3e865a,no_churn,0.0065843019999999,0,no_churn,-0.0665709280865121,-0.0039271000177541,-0.0124131512141684,-0.0196394365982996,0.0010736662054659,-0.111063982131036,-0.0283770702489346,-0.0281081503069253,Female,41,No,Yes,Employed,Suburban,High School or Below,1671516000
0,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,c7ec5467-3694-487c-bc0d-f40996b9d396,no_churn,0.019052437,0,no_churn,0.0846525149780109,-0.0045115665630874,0.0142099751610385,-0.0665706015887281,0.0074075538150191,-0.208487191585418,-0.0344964954138413,-0.0338493887337153,Male,46,No,No,Unemployed,Suburban,College,1671516000
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0d031e94-0f5a-41bc-9f14-5d0006b05fc8,no_churn,0.37210068,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,29,No,No,Employed,Suburban,High School or Below,1671516000
70,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,727b7439-d6cf-4440-9568-ae830db63ed6,no_churn,0.0159743839999999,0,no_churn,-0.0992561159567776,-0.0026549822606102,0.0155402375539961,0.0410876470220864,-0.056391350690128,-0.11100219567868,-0.0228952278047108,-0.0284541633830303,Male,33,No,No,Employed,Suburban,College,1671516000
49,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,20c06097-3c1a-44c6-9a03-efbcee6799e9,no_churn,0.024305651,0,no_churn,-0.0514835995550311,-0.0036359509791145,0.0080631441374316,-0.0387687360833297,-0.0320874576722235,-0.112510139239639,-0.0167469207461363,-0.0218564922015866,Male,37,Yes,No,Unemployed,Suburban,High School or Below,1671516000
55,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,0dd571ce-2abb-4387-9041-fdba874a5686,no_churn,0.058623504,0,no_churn,0.0549126732007971,-0.0034860587768889,-0.0008677452850497,0.0404925658965294,0.0714544543905685,-0.0099439326513038,-0.0145335558443002,-0.0170545507068709,Male,21,No,No,Retired,Suburban,College,1671516000
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e3edd45-62a7-4c5e-9be6-8859899b249b,no_churn,0.5176074,0,no_churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Female,23,No,Yes,Medical Leave,Suburban,College,1671516000
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,5ed8b935-c4c4-44d7-bfb6-10cdbe36b08d,no_churn,0.0016602854,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,46,Yes,Yes,Medical Leave,Suburban,Master,1671516000
27,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,438a3202-e300-4af7-8256-41b9ab7a2a1d,no_churn,0.03776875,0,no_churn,-0.0543858057343641,-0.0045936183852245,-0.023987687717672,-0.0317016254349982,0.0104966874976616,-0.0811323626838475,-0.0421750109840195,-0.0415467303716559,Female,53,No,Yes,Unemployed,Suburban,High School or Below,1671516000
20,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,a64dd72c-1005-480a-9d0f-56790c6083b0,no_churn,0.088380545,0,no_churn,-0.0039873134008848,-0.0042672097204922,-0.0813816828412746,-0.0161405360831122,0.0130372174339572,-0.148600182308928,0.0635048195867057,0.0688087347836699,Male,66,Yes,No,Unemployed,Suburban,College,1671516000
42,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,38a68985-c529-4b28-9184-1859aca7fcd0,no_churn,0.0066034836,0,no_churn,0.012853394229578,-0.0038376831355344,-0.0034879945976717,-0.022311607168358,-0.0096532358988952,-0.210818610567076,-0.0140427996170728,-0.01772761328466,Female,53,Yes,No,Employed,Rural,Bachelor,1671516000
8,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,bf63ce81-177b-4a97-a80a-024d3b1e2a09,no_churn,0.43804374,0,no_churn,0.0353766575328063,-0.0435673738208288,-0.0367728257623548,-0.0545160624610662,-0.0754998975205217,0.0782239330779225,0.0363190573796919,-0.0039229740533414,Female,50,No,Yes,Employed,Urban,Bachelor,1671516000
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,acf18317-9130-49a9-9014-c4bf1cb8036e,no_churn,0.35070145,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Female,76,Yes,No,Unemployed,Suburban,High School or Below,1671516000
65,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,adaf0959-1a0d-4cb0-8c26-7dc642f4e53e,no_churn,0.07079239,0,no_churn,-0.1106948296272,-0.0017421430835383,-0.0156717906997801,0.0151537632631607,-0.0613820310295159,-0.116632467742784,0.0068168441354282,0.0251265024635358,Male,57,No,Yes,Employed,Rural,High School or Below,1671516000
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d43955cc-c630-4ec1-9136-415eb60a7538,no_churn,0.4487967,0,no_churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Male,36,No,No,Employed,Suburban,Bachelor,1671516000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5fd366f5-2299-49d3-906d-958a9073f6c0,churn,0.09443682,1,churn,-0.0655450463370198,-0.0181974865139454,-0.0313336248497671,-0.0892309845389718,-0.0207157193474176,0.052977022136265,-0.0365708906618328,-0.0504094203807471,Female,71,No,No,Employed,Suburban,Bachelor,1671516000
17,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,e6457d35-f6f1-4ebd-9fd4-5e838d7ebd7a,churn,0.13044661,1,churn,0.0467553496785058,-0.0083680716353774,0.0207827474369742,-0.0405889033711673,0.0170184242197365,-0.170795799475995,-0.0242189226505433,-0.0396109759678984,Male,60,Yes,Yes,Employed,Suburban,College,1671516000
65,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,c47f7813-599e-43ff-b383-ac9fe9c14fad,no_churn,0.07079239,0,no_churn,-0.1106948296272,-0.0017421430835383,-0.0156717906997801,0.0151537632631607,-0.0613820310295159,-0.116632467742784,0.0068168441354282,0.0251265024635358,Male,63,No,No,Unemployed,Suburban,Bachelor,1671516000
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,39ca6d04-767c-4046-8b54-8acf43bd0445,churn,0.81729287,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,77,No,No,Unemployed,Urban,High School or Below,1671516000
57,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,479802dc-35b0-4e91-bdef-09dbe0b53a6f,no_churn,0.2762755,0,no_churn,-0.0925498922296992,-0.0043507789002433,0.0528668601408571,0.0445474927165742,0.0825244497501444,0.0809070711206368,0.119208272919404,0.0654015514942875,Female,32,No,Yes,Unemployed,Urban,High School or Below,1671516000
39,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,08965a28-3cba-473b-ae00-360e6470674c,no_churn,0.012483473,0,no_churn,-0.0246491036296811,-0.0050961467967499,-0.0050183358837057,-0.0705428392870362,-0.0379206806755792,-0.0993722959173464,-0.0123363789986069,-0.0140903710164411,Male,58,No,No,Unemployed,Suburban,College,1671516000
63,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,90666dec-bd0d-46a5-b690-3c554dfcd8cc,no_churn,0.26778343,0,no_churn,-0.163090589294188,-0.003827748047006,0.018554016225662,-0.0005030982270727,-0.0650399870035835,0.0480564937259441,0.0124297432108687,0.0443950177430088,Male,77,No,Yes,Retired,Suburban,Master,1671516000
72,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,f48669ef-c685-4ade-b013-7e999c49a07e,no_churn,0.0062697153,0,no_churn,-0.122926814078382,-0.0007502626566724,0.0042725082496076,-9.55601726150235e-05,0.0342275597529806,-0.121657186636244,0.0278363751648817,0.0400672293058437,Male,78,Yes,Yes,Employed,Suburban,College,1671516000
2,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,aa6272f3-c15e-4679-a50f-19d9664b09a3,churn,0.23208155,1,churn,0.22183124821855,0.153174818897087,0.0721517998411809,0.0274313188855103,0.0305375740981799,0.161350421206748,-0.0252509638096808,-0.0308378591581367,Male,48,No,No,Employed,Suburban,College,1671516000
35,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,807861d8-122a-4dbd-aa9c-da68cf577e4b,no_churn,0.20390263,0,no_churn,-0.133853034865133,-0.003062403465592,-0.0256041906296013,-0.0618512956254926,0.0115920787542745,-0.0604672851051873,-0.0068900458591997,0.0411100256547797,Female,47,No,No,Employed,Rural,High School or Below,1671516000
35,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,75c7c0ec-7127-48cc-b6a6-129a3009b2a7,no_churn,0.01990436,0,no_churn,-0.0559164627622976,-0.0040722606186682,-0.0131930482808729,-0.0384453227355152,-0.0360490398377623,-0.0574293233324806,-0.0216781368137162,-0.0422425579279115,Female,64,No,Yes,Employed,Urban,Bachelor,1671516000
57,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,b57c8434-db3f-4592-9eed-ce0126f71ea1,no_churn,0.0343812739999999,0,no_churn,-0.0376747869053906,-0.0039730228316693,-0.0435408717023438,-0.0195655049788729,-0.0365043933421202,-0.097274257041663,-0.0125712515308714,-0.0179220645911391,Male,39,No,No,Disabled,Suburban,High School or Below,1671516000
35,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,8e98586a-ac8c-4d56-a988-9119bdc845eb,no_churn,0.01990436,0,no_churn,-0.0559164627622976,-0.0040722606186682,-0.0131930482808729,-0.0384453227355152,-0.0360490398377623,-0.0574293233324806,-0.0216781368137162,-0.0422425579279115,Female,49,No,No,Disabled,Urban,High School or Below,1671516000
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9bc868c8-19f1-4480-9a1c-da1c351a3259,churn,0.81729287,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,73,No,No,Employed,Suburban,College,1671516000
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,75e99e10-b64f-46d5-8a0d-eb19412cd244,no_churn,0.51504576,0,no_churn,0.0488892306444086,-0.0029438814063541,0.0765427903239651,0.0004461578219525,0.173122216017036,0.081582915895724,0.149365259666047,0.119850125435878,Female,69,No,Yes,Employed,Suburban,Bachelor,1671516000
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,98113300-2e2b-4066-bb3b-c394305747f1,no_churn,0.51504576,0,no_churn,0.0488892306444086,-0.0029438814063541,0.0765427903239651,0.0004461578219525,0.173122216017036,0.081582915895724,0.149365259666047,0.119850125435878,Male,55,Yes,No,Employed,Urban,High School or Below,1671516000
60,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,4d93bf16-5a4d-434e-bda9-3f48f473579d,no_churn,0.073418364,0,no_churn,-0.111077413756393,-0.0034889820496391,-0.0746752955125521,0.0408868631840232,-0.0129727129107777,-0.120048553781435,0.0255728202290265,0.0167771232879022,Female,74,No,Yes,Employed,Suburban,High School or Below,1671516000
63,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,afbd6436-b0ab-470c-9f14-dc3ff713a9c1,no_churn,0.01840915,0,no_churn,-0.097822895759873,-0.0028459703676708,-0.005355624713311,-0.0169381655560755,-0.0519068309181602,-0.141738962999043,0.0249661495644431,0.022616146666096,Female,27,No,Yes,Employed,Urban,Bachelor,1671516000
9,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c3bcd639-ca58-45cb-9946-9be384a691a2,no_churn,0.24560681,0,no_churn,0.147207271422158,-0.0094768839344033,0.0165415706043495,0.0455100359375046,0.0737251776422999,0.110001835343573,-0.0341737648806793,-0.0433613909330324,Male,75,No,Yes,Unemployed,Urban,College,1671516000
54,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,2d06fd97-1333-4848-bf3e-f9afc276fea8,no_churn,0.28475314,0,no_churn,-0.0706621316180417,-0.0029519047954272,0.0109837397553383,-0.051879867716816,-0.04329033471613,-0.145755910650223,0.0302939835385495,0.0342362747848756,Male,48,No,No,Employed,Suburban,College,1671516000
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1de4d86f-8147-4ef7-bb2a-c4b73f4e70cd,churn,0.5460453,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,78,Yes,No,Unemployed,Rural,High School or Below,1671516000
30,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,7ac38204-5206-4d8b-a03a-0c340c38e31a,no_churn,0.022253891,0,no_churn,-0.0562411148243245,-0.0042402631707955,-0.0084727677291175,-0.0561780560589522,-0.0201933888560051,-0.0865962143123943,-0.0161063521022879,-0.0209979944481665,Female,69,No,Yes,Medical Leave,Rural,Bachelor,1671516000
72,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,81089192-b1fa-45d3-9775-9431367f5b78,no_churn,0.0062697153,0,no_churn,-0.122926814078382,-0.0007502626566724,0.0042725082496076,-9.55601726150235e-05,0.0342275597529806,-0.121657186636244,0.0278363751648817,0.0400672293058437,Male,35,No,No,Employed,Suburban,Master,1671516000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c31b0873-e85e-4057-9d53-a37d405d38cb,no_churn,0.13626768,0,no_churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Female,78,No,Yes,Employed,Rural,College,1671516000
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,98f91796-763a-4079-b9e3-50dafcf46bfc,churn,0.4592167,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,44,No,Yes,Unemployed,Urban,Bachelor,1671516000
12,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,715f577c-5728-40c4-a0db-80bc11212efa,no_churn,0.27913687,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Female,55,No,No,Employed,Suburban,Bachelor,1671516000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3ff38567-83a3-4cb1-a4b3-3c1bab9a5a6b,churn,0.51253474,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,48,Yes,No,Employed,Suburban,Bachelor,1671516000
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2fe6b407-d308-4544-a655-2af929085345,no_churn,0.0016602854,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,36,No,No,Employed,Suburban,High School or Below,1671516000
5,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,525eb518-badf-48dc-ae50-c5dab15e2d1f,churn,0.6998674,1,churn,0.198206826806118,-0.0004664862693971,-0.0008647843418475,0.0070335895250354,0.0603381347893446,0.149013827276158,0.142997544407535,0.138048533146521,Female,66,No,Yes,Unemployed,Suburban,Master,1671516000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c0352648-f43e-4985-a247-6fcf55609d09,no_churn,0.56131893,0,no_churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,22,Yes,Yes,Employed,Suburban,College,1671516000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dba321f3-7854-4186-9203-8b5d6f4ac785,churn,0.4391235,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,69,No,Yes,Unemployed,Rural,High School or Below,1671516000
15,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,79667327-1946-427f-b006-46580c59c63e,no_churn,0.10550265,0,no_churn,0.166007157228996,-0.0100524944071003,0.0801762970326308,-0.0562051373535359,0.0829312448541895,0.122024730556095,-0.0297086341894828,-0.0457434310590997,Male,29,No,Yes,Unemployed,Urban,High School or Below,1671516000
4,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,892098cf-6448-48f8-9594-adc9cc698eab,no_churn,0.04931379,0,no_churn,0.0436214965802446,-0.0051309092976953,-0.0193008407329034,-0.0629228650103505,-0.0044488998882025,-0.141483629409377,-0.0349628085779841,-0.033731029308019,Male,37,Yes,No,Employed,Rural,Bachelor,1671516000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa95253c-9efd-41bb-9eea-d2e9607cd3c5,churn,0.4391235,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,43,No,Yes,Unemployed,Urban,High School or Below,1671516000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,97b59d3b-c8a1-4d0a-b446-c285fa89958c,no_churn,0.24984418,0,no_churn,-0.295323869828253,-0.004873240525535,0.00916928885596,-0.0797442113385705,0.0134632553795017,0.0383231802803993,0.0198555098943143,0.0301039328175829,Female,20,Yes,Yes,Employed,Rural,College,1671516000
12,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f3b2592-33c3-4fb7-8c8a-f546e4831d05,no_churn,0.094242826,0,no_churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,42,No,No,Employed,Suburban,High School or Below,1671516000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8976bdee-7431-4384-afe3-2900d12aa7db,no_churn,0.52234733,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,78,Yes,Yes,Employed,Suburban,Doctor,1671516000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ceb85405-ac19-4461-a431-3c940e53edcb,no_churn,0.33924887,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,75,Yes,Yes,Employed,Rural,Master,1671516000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,50e31ca7-6f5e-4a74-9401-2e3544174b71,no_churn,0.24984418,0,no_churn,-0.295323869828253,-0.004873240525535,0.00916928885596,-0.0797442113385705,0.0134632553795017,0.0383231802803993,0.0198555098943143,0.0301039328175829,Female,60,No,No,Unemployed,Suburban,College,1671516000
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,4b4807ea-350d-4558-81b0-a558c2e9959b,churn,0.22989948,1,churn,0.0662988799595223,-4.60133137676166e-05,0.0799327866565909,0.127531784376902,0.0836453475318194,-0.0066219108642872,-0.0006319470489779,0.0184522303459016,Female,33,Yes,Yes,Unemployed,Rural,Bachelor,1671516000
60,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,c1ac809b-151a-40b2-8b1a-3225d112b715,no_churn,0.04806984,0,no_churn,-0.0956495228507446,-0.0021376264158789,0.0584013836002304,0.0899430927817047,0.0255307071775314,-0.0355897392714177,0.0760830441950383,0.0543925122411383,Male,46,Yes,No,Unemployed,Suburban,College,1671516000
71,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,dec02c70-fabc-43cf-a540-73e9ba322a99,no_churn,0.005779408,0,no_churn,-0.113889507444273,-0.0027140958176096,0.0010592158640247,-0.0494952891832144,0.0334721320221979,-0.221915652944545,0.0415806787182555,0.0508763677109345,Male,45,No,Yes,Employed,Suburban,College,1671516000
61,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,f6d1f6d0-5a82-45ea-9e73-4ff514cf72af,no_churn,0.05260652,0,no_churn,-0.0950545638517132,-0.0031859947990596,-0.0613918395480004,0.0389607758369129,-0.0025855152116582,-0.0865732574874846,-0.0183564351611858,-0.0408393200345653,Male,55,No,No,Medical Leave,Suburban,High School or Below,1671516000
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f278297b-7162-4ddc-94f7-7d6b653dfc84,churn,0.5460453,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,45,Yes,Yes,Unemployed,Rural,College,1671516000
31,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,3a4f6993-43a3-4daa-be88-3e6f1bf82785,no_churn,0.11249032,0,no_churn,-0.0580263307689892,-0.0022284550361291,-0.0322350748621102,-0.0073980736629528,0.0349818461195172,-0.0665033409277566,0.0623044490516986,0.0600788317475417,Male,53,No,Yes,Employed,Rural,High School or Below,1671602400
61,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,d6be3977-2b12-4b41-9429-e3beb9cd8f95,no_churn,0.007923276,0,no_churn,-0.0984977590128073,-0.0023388241780776,-0.0289931236731717,-0.04007289297846,0.0366176641427227,-0.161633469520475,0.0323636680799245,0.0435285853366804,Male,70,No,No,Retired,Suburban,Master,1671602400
72,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,1dc2f237-7169-435f-8823-2f80b77592c5,no_churn,0.006004563,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,80,No,Yes,Unemployed,Urban,Bachelor,1671602400
12,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,596acdfd-8001-4b3f-9f29-16f4b17ba00c,no_churn,0.29589942,0,no_churn,-0.0850893557086328,-0.0046517281977139,-0.125999126656075,-0.0462529205849705,-0.0004176031086899,0.056665753676425,-0.056003265033014,0.0587220914642057,Female,34,No,Yes,Employed,Urban,Bachelor,1671602400
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,f7ade5e7-f737-4a8f-83a5-e7b680345e6d,no_churn,0.0039115245,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Male,26,No,No,Employed,Suburban,College,1671602400
72,No,No phone service,Low Speed,In_Store_Support,Two year,<80hrs,Active,81b4879a-5fdf-4424-88d5-03fe635c2a45,no_churn,0.006896104,0,no_churn,-0.112891485700598,0.0122293828353554,-0.0002299616697428,-0.017760718047466,-0.0412149886856764,-0.154540851112062,0.0225713013526365,0.0228111675568834,Male,31,No,Yes,Employed,Suburban,High School or Below,1671602400
72,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,4042d446-fd6d-43d8-9bfb-7cbafb44c1a3,no_churn,0.022674112,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Male,55,No,Yes,Employed,Rural,College,1671602400
39,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,ebcb72c8-51d2-4e42-a779-ce9ad5686649,no_churn,0.10265076,0,no_churn,0.122415165933799,0.0053286680339624,0.0552449985161274,-4.22549412996886e-05,0.0769284408860949,0.108686850507493,0.118754661217281,0.0936573267704989,Female,63,Yes,No,Employed,Suburban,College,1671602400
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,06f0a463-8a38-4522-83a0-2acc842c835e,no_churn,0.0045431545,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Male,71,No,No,Unemployed,Suburban,Master,1671602400
59,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,b351b8e2-8ba2-4496-ab93-850f581e1db7,no_churn,0.0220006929999999,0,no_churn,-0.0750323875739195,-0.0038471305804705,-0.0063222989445148,-0.0110572352644976,-0.0707540723862075,-0.107335999831539,0.0124414547129708,0.0228815174506053,Male,54,No,Yes,Employed,Suburban,High School or Below,1671602400
71,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,84e4218f-3595-4c9c-aa12-1903fd47a26a,no_churn,0.00530445,0,no_churn,-0.145338328089329,-0.0026909254109159,-0.0005919605559392,-0.0651720711131383,0.0398354193978229,-0.124076693285115,0.046059390580649,0.0501156839216309,Female,43,No,No,Employed,Suburban,Master,1671602400
7,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,e4ade714-2f1a-46a9-beb5-f23470a1273c,churn,0.4807991,1,churn,0.0185107867541819,-0.0049733202442439,0.0559937913214344,-0.078249894989276,-0.0862367694300064,0.0731344293151232,0.064630920422951,0.0588543807164842,Male,31,No,No,Medical Leave,Suburban,Bachelor,1671602400
72,Yes,Yes,Medium Speed,Phone_Support,Two year,<50hrs,Active,9e4a2836-f5c7-4d9c-b638-8d70f410f27a,no_churn,0.0044286093,0,no_churn,-0.12879201894114,-0.0019105665277038,-0.0066477312728511,-0.0141139902029954,0.0250678251975386,-0.216419780540728,0.0307602149796275,0.043029894908177,Male,66,No,No,Employed,Rural,High School or Below,1671602400
72,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,633c658c-1053-4738-b0b9-cae965da7f49,no_churn,0.00424342,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Male,44,No,No,Employed,Rural,High School or Below,1671602400
68,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,cd2962ab-8e44-40bf-923a-7720cfdc6d98,churn,0.012118823,0,no_churn,-0.122755869320863,-0.0104195097487718,-0.0193656880987873,-0.0023100717903253,0.0193158653960927,-0.175540132711376,0.0273059219083734,0.0447433327988073,Female,78,Yes,No,Employed,Suburban,Bachelor,1671602400
65,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,fc078c6a-bcd5-40ef-a712-a09c63949634,no_churn,0.016781885,0,no_churn,-0.112189858939837,-0.0014783856358917,-0.0039132455169965,0.0047952381680443,0.0101354841246939,-0.240154151035767,0.039892383041988,0.0538863822097118,Female,78,Yes,No,Unemployed,Rural,High School or Below,1671602400
31,Yes,No,Low Speed,Phone_Support,One year,<80hrs,Active,771a61dc-2468-41b0-83b3-c7b4351264bc,no_churn,0.11188928,0,no_churn,-0.0302903777345909,-0.0043506278087443,-0.0091584681554104,0.0318187855025325,0.046730252907073,-0.138518512198511,0.043669687860056,0.063573110516354,Male,36,No,Yes,Unemployed,Suburban,Doctor,1671602400
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,870962d1-338a-4a09-bb7c-93509fc93cf1,no_churn,0.16484512,0,no_churn,0.119667578985418,-0.0003819582529104,0.0435841752164697,0.0114400374268689,0.0882117839649436,0.130328800296211,0.104834014599273,0.134289424513463,Female,59,Yes,No,Unemployed,Suburban,Master,1671602400
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cd7e1422-f322-4ded-b688-ada8dad5ab95,no_churn,0.409549,0,no_churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Male,21,Yes,Yes,Employed,Suburban,Bachelor,1671602400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ab430cf6-d0ef-478f-8a66-999dae25b176,no_churn,0.35581502,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,73,No,No,Unemployed,Rural,College,1671602400
70,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,ede67290-b33d-4b57-8d6d-a09f4e67aff6,no_churn,0.03238073,0,no_churn,-0.0643370917512766,-0.0029392126710718,-0.0008897189582603,-0.0359700592513218,-0.0011914035378777,-0.117290975969431,-0.0211791146230643,-0.0252285751591989,Male,52,No,Yes,Unemployed,Rural,High School or Below,1671602400
11,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f99d566c-7a65-42bc-9d95-51032e33951d,no_churn,0.3475725,0,no_churn,-0.0684373778670851,-0.042067303602671,-0.0236373347582093,-0.0345481306400051,-0.0830572467947695,0.051056062557177,-0.0404314646773582,-0.0279033554265424,Male,40,No,Yes,Employed,Urban,Bachelor,1671602400
50,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,0d5fbd08-6664-46d4-b6c9-c406bdcec30c,no_churn,0.017931808,0,no_churn,-0.0562582641786366,0.0223392039747705,0.0049960061409728,-0.0281029235071537,-0.0199376852433579,-0.164155663893816,-0.0155023524438183,-0.0124044743112881,Male,66,Yes,Yes,Medical Leave,Urban,Bachelor,1671602400
27,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ed5115b2-bf00-4f82-aa96-97ab603a1be7,no_churn,0.094240285,0,no_churn,-0.120741843967517,-0.0080706663106866,-0.0191337090062188,-0.0570259939264542,-0.0457935452721903,0.0346266916537661,-0.0278295158000582,-0.0250575688810022,Female,78,Yes,No,Unemployed,Urban,High School or Below,1671602400
12,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1b444899-ce2e-49d7-b063-0c5df104003b,no_churn,0.26965502,0,no_churn,-0.0651352250221862,-0.0258741526340963,-0.036280260098033,-0.0351326735677048,-0.0973319973514571,0.0529495500680377,-0.0335497994986599,-0.0286715932090464,Female,78,No,No,Employed,Suburban,High School or Below,1671602400
61,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,3ee49905-c59d-4953-9431-b4125e8c738e,no_churn,0.0278396479999999,0,no_churn,-0.118209878497346,0.0179798662038774,0.0037815369381678,-0.0405939620243771,-0.0067185024223363,-0.0537341178476253,-0.0341832811487984,-0.0273478121206153,Male,69,Yes,No,Disabled,Suburban,Master,1671602400
8,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8134c166-84a1-4b74-8333-480d25eda3da,no_churn,0.25657323,0,no_churn,0.136257798041625,-0.0108311032126312,0.0345736664066225,-0.0158250962974852,0.0920655281729887,0.0948513779163386,-0.0403478686201378,-0.0514371137857779,Female,33,Yes,Yes,Unemployed,Urban,College,1671602400
71,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,b393609a-0a07-4b67-98d7-381f5feb442a,no_churn,0.0065812836,0,no_churn,-0.0619774255278434,-0.0035120884800926,-0.0126376503555866,-0.0204225102964755,-0.015405322987508,-0.130856964756517,-0.0107781718762907,-0.0134360182639102,Male,79,No,Yes,Unemployed,Suburban,Bachelor,1671602400
23,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,2f957caf-2a98-4d66-8e2d-46f494b4963b,no_churn,0.032773525,0,no_churn,-0.0579558649232331,0.0450921039636614,0.0053844132892027,-0.0074175736446522,0.0305860470313291,-0.1883222963765,-0.0282160611240533,-0.0281769199790187,Female,37,No,Yes,Employed,Suburban,Bachelor,1671602400
13,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1f0144bb-8507-4326-b330-770bff84f7d8,no_churn,0.18134502,0,no_churn,-0.0484932147639301,-0.0164870928878372,-0.0769766402719324,-0.0442093413698785,-0.038674271494292,0.0426773645600496,-0.0278532779881516,-0.0319213891612162,Female,29,Yes,No,Employed,Urban,Master,1671602400
25,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,292fdce3-1521-489f-8b2a-a1ca9494f098,no_churn,0.12895082,0,no_churn,-0.0385704458870623,-0.0160123337214827,0.0124172929045971,-0.064470661584537,-0.065527128769786,0.0205604624620536,-0.0259353300173279,-0.0339880064140197,Male,21,No,Yes,Employed,Suburban,College,1671602400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,061fad78-82cf-437d-90ea-163ee5ab293c,no_churn,0.06874164,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Male,69,No,No,Employed,Rural,High School or Below,1671602400
33,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,01d9660e-8bdf-4315-8284-12367f31695e,no_churn,0.06849884,0,no_churn,-0.0182890198293262,-0.0048482839819553,-0.0071638547873226,-0.0786836468205183,0.013960753462843,-0.0967562760905093,-0.0371948306874401,-0.0400509935785157,Male,36,No,Yes,Employed,Suburban,Bachelor,1671602400
20,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,fb2ab901-4fe2-4878-9080-98df5b53da8c,no_churn,0.122382104,0,no_churn,0.0406219941763629,-0.0019569508096265,0.0342286603205821,-0.0163604599659174,0.0219370232106803,-0.0071681180601717,-0.0078130208744005,-0.0075152777000585,Female,67,No,Yes,Employed,Rural,High School or Below,1671602400
36,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5a0a8c4d-9324-4502-8a86-650a48f1726f,no_churn,0.17408858,0,no_churn,-0.0687252989655007,0.0668821474664037,0.0116153065114576,-0.0314722931020151,-0.119647428538283,0.0690190957995491,-0.01653227856802,-0.0184987342243221,Male,73,Yes,No,Employed,Urban,Bachelor,1671602400
49,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4ef31570-6abd-47a4-abc1-d2ef002a8d31,no_churn,0.087536186,0,no_churn,-0.137987512499512,-0.0055540684796324,-0.0369176608158704,-0.0271647019299052,-0.0271021363732143,0.0305108960635789,-0.0215030648380525,-0.02330790303311,Female,39,Yes,No,Disabled,Suburban,High School or Below,1671602400
48,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,7f0d3078-c5da-4ba3-9411-2e826f613e81,no_churn,0.0453861,0,no_churn,-0.0299219715865183,-0.0072863341954507,-0.0099806541478392,-0.0146232576282454,-0.0290057152046756,-0.0485430665840613,-0.0260266881756797,-0.0236384637678566,Male,71,Yes,No,Employed,Urban,High School or Below,1671602400
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5b61bcdd-a64a-48bd-bb0d-790277e46aa5,no_churn,0.3640127,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,30,No,No,Employed,Suburban,High School or Below,1671602400
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4dd8e766-386a-4d05-aac7-0309cc7aa009,no_churn,0.19569789,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Male,76,No,No,Employed,Suburban,High School or Below,1671602400
37,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,736a853c-97c8-42a9-8d9e-c21228dc764c,no_churn,0.06520797,0,no_churn,-0.0518390510804601,0.0356137028649027,0.0077310742593863,-0.0246984184992152,-0.0461952297830066,-0.109555647749694,-0.0113782228087029,-0.0187043585173796,Male,48,No,Yes,Employed,Urban,College,1671602400
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,24ee18d4-82a7-468b-888a-4045dac1bb59,no_churn,0.53873074,0,no_churn,-0.0288690739346202,-0.0074699650103866,-0.0206538764717515,-0.0788160507563043,-0.154734967610893,0.0351827977432731,0.0103031846951125,0.0070437019172732,Male,43,Yes,No,Employed,Suburban,Bachelor,1671602400
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,0282ddff-49c4-4a6f-9d20-d239bfb0ffc5,no_churn,0.69927067,1,churn,0.182655916827243,-0.0131247781722413,-0.0761920027455744,-0.0905759159261833,-0.168977926469379,0.087541877846088,0.0220419613959711,0.0266761447249336,Female,53,No,Yes,Unemployed,Urban,High School or Below,1671602400
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,97d6cdda-5715-4450-8cad-2e9b454eaa83,no_churn,0.014018863,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Male,63,No,Yes,Employed,Suburban,High School or Below,1671602400
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,45e1d9d0-36e7-4607-8b4a-3cb9812a553b,no_churn,0.040655777,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,55,No,No,Unemployed,Urban,High School or Below,1671602400
18,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,1a014298-fbc6-4bf8-830b-54f16b236fdf,churn,0.5064948,1,churn,-0.0287049103380923,-0.0051815669103598,-0.0570806973433173,-0.0418666941769151,-0.0239809605998016,0.0643184629558527,0.113145083036252,0.0761584655541992,Male,25,Yes,No,Employed,Suburban,High School or Below,1671602400
9,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,b41701e4-0cd5-4348-a1b7-ef6e7db53b96,no_churn,0.49622646,0,no_churn,0.0035356332285391,-0.0055414772514996,-0.0913644373713532,-0.0682701807932835,0.0664976395399753,0.0898053149994575,0.0546541716723368,0.0493119460197613,Female,54,No,No,Unemployed,Suburban,High School or Below,1671602400
72,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,52b27f12-ab0e-49c4-be12-e949dc897c50,no_churn,0.018247845,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Male,26,No,Yes,Unemployed,Suburban,Bachelor,1671602400
67,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,96910e96-a9b8-4bcc-82a9-047cda36e24e,churn,0.18858062,0,no_churn,-0.0778792250688457,-0.0010493181625133,0.0149140981154778,0.0220871936057665,-0.0329118418664074,-0.218436423580315,0.0486393655975007,0.0639433321212163,Female,47,No,Yes,Employed,Suburban,College,1671602400
37,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,3a971136-0b3a-4a82-a3e9-fe96396f70a5,churn,0.3809638,1,churn,-0.18758168328457,-0.0046156050941499,0.0564083423013926,-0.107305262822265,-0.0652931455571888,0.0827880948569691,0.0550333954849156,0.0228730473550331,Male,38,Yes,No,Employed,Suburban,College,1671602400
58,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,cd1a92df-6452-4da8-8f21-8dbeafeb11f3,churn,0.26240668,1,churn,0.0047995145501226,-0.0003060452118006,0.0772962760487189,0.101882117620316,0.116849508997057,0.0852796615083752,0.189938333082555,0.0939844931782772,Female,80,No,No,Employed,Suburban,Bachelor,1671602400
67,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,7e56be61-7387-4fc8-957e-c180ac8951d7,no_churn,0.07605916,0,no_churn,-0.0580357451828422,-0.0033517588286122,0.0107866973071395,-0.0802193562344928,-0.0329774920385352,-0.109182235129219,0.0273277515940344,0.0266259859824231,Female,35,Yes,No,Employed,Rural,College,1671602400
48,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,c06ee2b3-3d1b-44ed-a9af-234ee72be938,no_churn,0.40423045,0,no_churn,-0.087222052881043,-0.0060976408766873,0.0289364560032845,-0.0645445237703825,-0.0930300116426588,0.0473350813129218,0.0091797694254819,0.036416771234999,Female,57,No,Yes,Employed,Urban,Bachelor,1671602400
42,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,a170d4f8-584b-44a5-9ce1-e635446ee6ca,no_churn,0.44987237,0,no_churn,-0.0311963908773668,-0.0086394648581699,-0.0395215492826719,0.0567519278190775,-0.0901377631400191,0.0456003169813538,-0.0525948807461645,0.0307116528457845,Male,35,No,No,Employed,Suburban,College,1671602400
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,2ce8b0ac-8626-44c0-a5f9-6bc0c33b82ba,no_churn,0.045979373,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,75,Yes,No,Unemployed,Urban,High School or Below,1671602400
46,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,a6b3b06c-2f8c-45f5-8ae1-21bf806a423f,no_churn,0.22344838,0,no_churn,-0.176050860479163,-0.003854868157714,0.0151781346781444,0.033448713281532,-0.0681219445958868,-0.0353883144249175,-0.0052277296417378,0.0309907176875276,Female,20,Yes,Yes,Employed,Suburban,College,1671602400
6,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,13d7bac8-7059-432f-8f66-e63eb3e5401f,churn,0.7034625,0,no_churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Male,65,No,Yes,Unemployed,Urban,High School or Below,1671602400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,9ca3d1ff-5b70-47ae-b6ed-2883801259d5,no_churn,0.05013333,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Female,76,No,Yes,Unemployed,Rural,High School or Below,1671602400
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,7a2a75ae-d993-4c7a-9025-7735891842be,no_churn,0.016097127,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,37,Yes,Yes,Employed,Suburban,Master,1671602400
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,76956bb2-7c15-43fa-96b9-ee8ed4771e0c,no_churn,0.43678665,0,no_churn,0.0818626545177357,-0.0060204133650404,0.0124196489704809,0.156106173137505,0.045503872357749,0.090832954674679,0.0575432225665099,0.0927257390349404,Male,23,Yes,Yes,Employed,Suburban,Bachelor,1671602400
53,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,18ce114a-63f6-4016-b8a8-ee8ebda5dcde,no_churn,0.11165253,0,no_churn,-0.0507595256143031,-0.0020787128597476,0.0371304351064463,0.0869955987910361,-0.0553686792759981,-0.161583580072675,0.0662876938854151,0.0503506200551964,Male,39,No,No,Employed,Suburban,Bachelor,1671602400
64,Yes,No,Fiber optic,In_Store_Support,One year,<50hrs,Active,e06ede71-1b7f-4370-8009-15d26b635d7b,no_churn,0.04746811,0,no_churn,-0.150821810548641,-0.0032027579507121,-0.0151939261647567,0.0412167026006682,-0.0202255006619634,-0.0659970176985734,0.0555359081220194,0.0379955859627261,Female,77,Yes,No,Employed,Rural,Bachelor,1671602400
71,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,22923cd5-1a01-44af-8831-29851a3f7d0b,no_churn,0.12285321,0,no_churn,-0.132657519037321,-0.0039622948017131,-0.0165204373118285,0.035570010904139,-0.0301133439549084,-0.141296784497672,0.0245644094351973,0.0253898076631139,Male,52,No,Yes,Unemployed,Rural,Bachelor,1671602400
35,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,8c8f0854-4cd7-4819-b225-d8b8d1be5734,no_churn,0.27535132,0,no_churn,-0.111957353624484,-0.0019550929145407,-0.0288179239646888,0.0123610983767048,-0.036996174287342,-0.102025758140517,-0.0265801481494054,0.0269451983051294,Female,20,No,Yes,Employed,Suburban,High School or Below,1671602400
35,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,f793b268-f591-473f-a7f1-29b33b7e94c3,churn,0.154967,0,no_churn,-0.10644040186764,-0.0023141748555826,0.0020701177446335,0.0430449610370942,-0.0473153382678447,-0.172164753663201,0.0259313562936858,0.0181620816464965,Female,22,No,No,Employed,Suburban,College,1671602400
52,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,c54f19aa-f752-4363-b604-54146c55fa56,no_churn,0.18582805,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Male,29,Yes,Yes,Unemployed,Suburban,Bachelor,1671602400
54,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,f54b4895-7a2f-4f53-baa4-777c6a878bdf,churn,0.49169168,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Male,29,Yes,No,Employed,Urban,High School or Below,1671602400
33,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,d78ea8d4-9aad-441c-819b-e5966fda9440,no_churn,0.05702343,0,no_churn,-0.0283304655210031,-0.0023100217118553,-0.002596902733012,0.0686341352844738,-0.0526962582293163,-0.19570138147652,-0.0087483089510715,-0.0072769489615529,Female,79,Yes,No,Employed,Rural,College,1671602400
14,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,27edddf9-4b89-4846-801c-f52fc6b53f3d,no_churn,0.45517582,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,50,No,No,Medical Leave,Suburban,College,1671602400
65,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,2f7b7e05-79fa-4900-a871-43a843a184eb,no_churn,0.07023258,0,no_churn,-0.0917596790739753,-0.0027366287506083,0.0183290268951259,0.0357639206419571,0.0039132222227635,-0.196766807089416,-0.0153090164940113,-0.0137935225051842,Male,34,No,Yes,Employed,Urban,Master,1671602400
22,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,7f1768b1-8aba-4184-b1e8-bd2f6047ff12,no_churn,0.2946881,0,no_churn,0.0554912664391395,-0.0018908473398369,0.110856770014843,0.135424632129125,-0.0094667914510091,0.104918956310698,-0.0121923671634067,0.0032846185181006,Female,78,No,No,Employed,Suburban,High School or Below,1671602400
41,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,02e2fc50-5a83-4cea-bc47-dab8379ecedc,no_churn,0.12832515,0,no_churn,-0.0232369842615207,-0.0032392711128522,-0.0607244677708695,0.0496003769489016,-0.0298236875463226,-0.0975465304727822,-0.0197704122499635,-0.0442851766445983,Male,25,No,No,Disabled,Urban,High School or Below,1671602400
37,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,00245e67-a897-4475-8994-8d485488100e,no_churn,0.089571826,0,no_churn,-0.0716751340163773,-0.0030429901492425,-0.0087098045033235,0.0566504506090677,-0.0429287595936239,-0.176418549526388,-0.0116685297791264,-0.0112328350648931,Female,56,No,Yes,Employed,Suburban,College,1671602400
38,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,42359e1e-fc03-4a01-9145-1dfacf8b340e,no_churn,0.101964094,0,no_churn,-0.0271069683667246,-0.0037986161955177,-0.0450503554279566,0.0638858641997194,-0.0003217437202238,-0.191713521138345,-0.021757567064451,-0.0286177882056199,Male,78,No,Yes,Employed,Suburban,Bachelor,1671602400
53,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,d1fd9d12-e3ff-4bfe-b7ec-2d388b9f0293,no_churn,0.12650041,0,no_churn,-0.0443902699441696,-0.0039262940797107,-0.0129916777926337,-0.0287268236782074,0.0367683703941565,-0.0573835849601164,-0.0121727683085737,-0.0162031018395828,Female,41,No,Yes,Employed,Suburban,Master,1671602400
63,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,870c9ef0-e011-427d-926c-def404730146,no_churn,0.07391073,0,no_churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Male,29,No,No,Unemployed,Urban,High School or Below,1671602400
5,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,2ffbbb85-49b9-48b5-a306-e0d92e7534e3,churn,0.5721956,1,churn,0.149546602283044,-0.0256486997277988,-0.0129057240535848,0.0006077961058599,0.132527346769471,0.136241356458581,0.032805979337877,0.0412158589418686,Female,80,Yes,Yes,Employed,Suburban,High School or Below,1671602400
72,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,f190cb29-b15b-4b70-be3c-bd3760e066d1,no_churn,0.013094334,0,no_churn,-0.117254557171186,-0.0024611080816384,-0.0239967564912694,-0.0097430388081966,0.0326690907335432,-0.167319028591282,0.0185880463565672,0.0441502916001491,Female,77,Yes,Yes,Unemployed,Suburban,Bachelor,1671602400
3,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,9d8b8536-d919-44bf-8b91-4417922ea6cf,no_churn,0.18802159,0,no_churn,0.0118292432312682,-0.0032236427127281,-0.0753133052396515,-0.0606786887355883,-0.0282151705209435,-0.0755137036316773,0.0426100117423993,0.059479103094236,Female,57,Yes,No,Employed,Urban,High School or Below,1671602400
27,No,No phone service,Medium Speed,Phone_Support,One year,<50hrs,Active,6a87fb14-d5d2-4780-88fe-91e76b661ecf,no_churn,0.12815633,0,no_churn,-0.0097787356689696,-0.026968941260111,0.0001467498735883,-0.0191069905811946,0.0825600443835082,-0.115773746051873,0.042968303298785,0.0769271670976649,Female,51,Yes,No,Employed,Rural,High School or Below,1671602400
45,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,7c7ca874-d905-4ba9-8d41-8e8bd32a1cfb,churn,0.11138713,1,churn,-0.0843486042819859,-0.0028189294176263,0.0085081790510139,0.0083890134384546,-0.0318517254005746,-0.0140724838858659,0.0139548659051433,0.0532135346212999,Female,22,No,No,Unemployed,Rural,Bachelor,1671602400
19,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,1a92f75e-1374-4d06-b5f2-1fb66af5118f,no_churn,0.17314026,0,no_churn,-0.026192390783035,-0.0023259523688466,-0.0632531958358231,-0.10704813210592,-0.0852073252307673,0.0527629216712193,0.0821858247498494,0.0467187616517549,Male,56,No,No,Unemployed,Urban,High School or Below,1671602400
71,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,d41b1866-0169-4d4f-aafd-e9e8574bee4f,churn,0.42127994,1,churn,-0.136950982293756,-0.0009925592002491,-0.0070955635079644,-0.0053161900059694,0.0172241275348187,-0.179119431992604,0.0171152156880179,0.0361092333433771,Female,41,Yes,Yes,Employed,Suburban,College,1671602400
68,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,84bcfe37-4b77-472e-bec5-1861dc900803,no_churn,0.15620565,0,no_churn,-0.0825154750644924,-0.0024388144685326,-0.0090362612770604,-0.0189499868066559,-0.0532054084456603,-0.13724527509874,0.013073784094181,0.0212912833010886,Male,28,No,Yes,Employed,Urban,Bachelor,1671602400
61,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,a2c2f58d-31f0-4850-a9de-ee202a4e71eb,no_churn,0.016422,0,no_churn,-0.086016827690637,-0.0040395524830091,-0.0003228796004077,-0.0711074165804257,-0.0379898305479764,-0.119451014197975,0.0295123113815088,0.0203890569711393,Male,29,No,No,Employed,Suburban,Bachelor,1671602400
60,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,14dd785a-c254-404b-beed-44dcf421b4a5,no_churn,0.09019982,0,no_churn,-0.123646559584759,-0.0069004132898407,-0.0090281708826114,-0.0405206369009374,-0.0679898663372841,-0.0604306741404525,0.0120294963780861,0.0274606721761074,Female,57,No,No,Employed,Suburban,College,1671602400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,63319ea3-2394-4f7e-9f9c-f025fd503f60,churn,0.72570723,1,churn,0.315224657363842,0.0673090768739359,0.0335886429975414,-0.0101153402484749,-0.0380366151180794,0.183773949458671,0.106986313915389,0.062243166595108,Female,52,No,No,Employed,Urban,College,1671602400
4,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,cfae54bb-e699-4850-89f2-cd4336f4120d,no_churn,0.50181663,0,no_churn,0.109563492310936,-0.0035982909876474,-0.0669018670339392,-0.0301478087482973,-0.0039643916269687,0.106677779550987,0.135985375746586,0.0988346716758314,Male,51,No,No,Employed,Suburban,Bachelor,1671602400
72,No,No phone service,Medium Speed,Phone_Support,Two year,0hrs,Disabled,dd3d63f2-ae7a-4db8-9cda-e1579e607599,no_churn,0.0047555678,0,no_churn,-0.0967755163257834,0.007126967115314,0.0039068075759632,-0.0244570145899069,0.0016302177062198,-0.115990167266896,-0.0201334239556035,-0.0243340221766266,Female,65,Yes,No,Employed,Urban,College,1671602400
45,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,48369e70-16a1-48f2-8b11-f00cae80ca44,no_churn,0.022874033,0,no_churn,-0.0820889389449621,-0.00669766232877,-0.0018219280355924,-0.0427569420189911,0.0094625573905386,-0.088800347773963,-0.0198956193304457,-0.0264272707640157,Female,66,No,Yes,Employed,Suburban,High School or Below,1671602400
46,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,7d616f8e-cc35-4762-9ab2-3a13a8fe8be6,no_churn,0.0092873019999999,0,no_churn,-0.005213329693388,-0.000470241695184,0.0133582168254997,-0.0062983046912268,0.0184056237781896,-0.0423941926402767,-0.0081242338154515,-0.004260825161009,Male,69,Yes,No,Medical Leave,Suburban,College,1671602400
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ecc81caa-ba04-4f46-8e2f-24318977b26d,no_churn,0.29938555,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,42,No,No,Unemployed,Suburban,College,1671602400
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,e08933e8-7e99-4507-a2ba-b959eddf65d3,no_churn,0.0034822853999999,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Male,75,No,No,Employed,Urban,Doctor,1671602400
1,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,6fe302bd-435a-4b24-bdb5-ebdd65386b01,no_churn,0.22662304,0,no_churn,0.0866122687877032,-0.0102628735212238,-0.0226819651483128,-0.0544168245647597,-0.0236505583013786,-0.167213031092861,-0.0342927146745296,-0.0332459348922748,Male,57,No,Yes,Employed,Suburban,College,1671602400
64,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,d8f38d2e-2a42-4dd9-9c8e-c0622931d441,no_churn,0.009505572,0,no_churn,-0.0706962534245849,-0.0030043639017367,-0.0021316336277732,-0.0285796873272102,0.0071223809648427,-0.0815896581422202,-0.034655834661944,-0.055491101862317,Male,40,No,No,Medical Leave,Suburban,Bachelor,1671602400
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,163ae507-7048-45df-8afe-3d4f1936011b,no_churn,0.11467255,0,no_churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Female,65,Yes,Yes,Unemployed,Suburban,Bachelor,1671602400
34,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,b995bb54-7c27-4703-bbf5-3423848fa2b3,no_churn,0.048898954,0,no_churn,-0.127287708626218,0.0233109130006596,0.0066350814202724,-0.0238426099798425,-0.0364469477763214,-0.0644486530445192,-0.0215430228307013,-0.0254032038663717,Male,39,Yes,No,Retired,Urban,Bachelor,1671602400
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0e153520-1308-40e1-af67-b5acbedc36a7,no_churn,0.2138453,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,78,No,Yes,Unemployed,Suburban,College,1671602400
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4d5f223a-d4ad-4bf6-9e41-8bbd011cba80,no_churn,0.07676129,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,33,No,Yes,Unemployed,Rural,High School or Below,1671602400
66,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,a33193ea-7160-4a65-9414-3f5e7267c8af,no_churn,0.0065279556,0,no_churn,-0.0272905725936107,-0.0032692634649174,0.0106829276758344,-0.05085129652256,-0.0005376898601389,-0.139755955041042,-0.0260441149368671,-0.0269601877715103,Male,64,No,Yes,Employed,Suburban,Master,1671602400
8,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c19d0152-cc44-4a49-9113-44ba959064d1,no_churn,0.0344777329999999,0,no_churn,0.0204132362074597,-0.0061766518538388,-0.0130399575868068,-0.0491480760438025,0.0146964868537361,-0.153462283052058,-0.0331055251016732,-0.0375367150154397,Female,57,No,No,Employed,Suburban,College,1671602400
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ce77c0dc-3853-42c5-abf3-0b9c709d0e99,no_churn,0.33973503,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,50,No,Yes,Employed,Urban,Master,1671602400
56,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,4b1ad0e3-2ff6-400c-835a-790cd0f58193,no_churn,0.01374552,0,no_churn,0.164878062832004,7.53120478293567e-05,0.0406304987684688,0.0898463952563088,0.119196390759917,-0.023363982701303,-0.0207233387924316,-0.0195654870167891,Female,37,No,No,Employed,Urban,Bachelor,1671602400
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,911d760c-d942-43c1-8526-5e4d89f90141,no_churn,0.0134113669999999,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Male,58,Yes,Yes,Employed,Suburban,College,1671602400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a37c5866-14af-4d22-bb21-1399b179f9f2,no_churn,0.49284372,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,79,No,Yes,Retired,Suburban,High School or Below,1671602400
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2b1bc9d4-a498-4f5f-9833-599d092b3a9b,no_churn,0.62206244,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,25,Yes,Yes,Retired,Suburban,College,1671602400
12,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,dca2a18e-6122-4871-bdee-39288da46961,no_churn,0.0596154,0,no_churn,-0.0127591734741417,-0.0055684863253554,-0.0263619211121113,-0.0990461731664891,-0.0043921260461866,-0.028816339888117,-0.0191123138608236,-0.025396021713218,Female,31,No,Yes,Employed,Suburban,Bachelor,1671602400
5,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e98603d5-b187-4e12-ba54-cffd2ae41e5a,no_churn,0.5075754,0,no_churn,0.163217512013907,0.0633270933802578,0.0126349429996253,0.0399802801750411,0.0850058833108414,0.145612441507324,-0.0206511433599689,-0.0206297028842527,Female,74,No,Yes,Employed,Suburban,Bachelor,1671602400
3,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,3fdf6c46-4816-4d79-a6c1-bbf7973a83a5,no_churn,0.1955744,0,no_churn,0.0246445300697905,-0.0121225430177401,-0.0722477899680052,-0.130914722006801,-0.0406005407203701,0.0630674454084874,-0.0408941077330564,-0.0549584229052652,Female,68,No,No,Retired,Urban,Bachelor,1671602400
12,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fd70eb95-a9c3-43fa-98bf-7fe656e48f75,churn,0.19128081,1,churn,-0.0651352250221862,-0.0258741526340963,-0.036280260098033,-0.0351326735677048,-0.0973319973514571,0.0529495500680377,-0.0335497994986599,-0.0286715932090464,Male,59,No,No,Employed,Suburban,Master,1671602400
31,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,5f69be19-754a-4433-a942-61a1ab7f8edf,no_churn,0.025891207,0,no_churn,-0.0561492789004751,-0.003988457606174,-0.0148267341494556,-0.0609702242855837,-0.016905388259147,-0.0770806006367092,-0.0175221333336048,-0.02158333448358,Male,40,No,Yes,Employed,Suburban,Bachelor,1671602400
66,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,f63afb8f-8261-4335-8ea7-3c4171132014,no_churn,0.01081804,0,no_churn,0.101380488530585,0.0019865824434418,0.0631307721692792,0.0395392946943866,0.0404235121007877,-0.038254784604469,-0.0129347517907262,0.0103852831521544,Female,57,No,Yes,Employed,Rural,Bachelor,1671602400
41,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b4f4741e-f834-42a9-b56b-1ddab6097fca,no_churn,0.12451279,0,no_churn,-0.0450521889398623,-0.0135171447495667,0.0537570905850407,0.0144456764820643,0.0865602591714014,0.091326505342522,-0.0344456144973082,-0.0201423992210766,Male,46,No,Yes,Unemployed,Rural,College,1671602400
23,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,d515acd5-02d3-4c92-b8d5-1e12feba6f87,no_churn,0.0179372839999999,0,no_churn,-0.0613883491493197,-0.0042870816809227,-0.0511846075106313,-0.0212407618140969,-0.0238046425155607,-0.0652303418269184,-0.0178660605522236,-0.0240243066303719,Male,49,Yes,No,Unemployed,Urban,Master,1671602400
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9635e6f1-f14f-497b-b9b0-b4abc923030d,no_churn,0.28502268,0,no_churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Female,51,No,No,Disabled,Urban,College,1671602400
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e3600f59-2d3c-42fe-b680-6b82974833ba,no_churn,0.11819661,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,54,Yes,Yes,Unemployed,Urban,College,1671602400
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1761d830-d707-4cd0-ab5e-9991f32b1ae6,no_churn,0.15967289,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,55,No,No,Employed,Suburban,Bachelor,1671602400
66,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,37e695da-18e4-496e-9ef5-2caa3eb9350a,no_churn,0.0143527539999999,0,no_churn,-0.0343791872024849,-0.00302957732094,-0.0327798979300587,-0.0190488912658656,-0.000835691038701,-0.127770553598775,-0.0219228900941379,-0.029259465118157,Male,36,No,No,Employed,Suburban,College,1671602400
52,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,53c5e1eb-30ef-4faa-9eda-3f4c0981c065,no_churn,0.0097148605,0,no_churn,-0.0609003632985331,-0.0033508006166448,-0.0108020974672126,-0.0226221746643932,-0.0378466341443981,-0.100720116777611,-0.0133205570550126,-0.0194634091087664,Female,43,No,Yes,Employed,Urban,High School or Below,1671602400
68,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,9147ce98-8f1a-4654-8361-d421dbe04992,no_churn,0.0054874322,0,no_churn,-0.0518259733348259,-0.0034258005983792,-0.0136699002868044,-0.0216762236447539,-0.0171501994343361,-0.132780250001424,-0.0123759934131612,-0.0161218115211704,Male,35,Yes,No,Unemployed,Urban,College,1671602400
67,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,8d34be2b-8f89-4813-b4bb-54d6ebace32a,no_churn,0.006849753,0,no_churn,-0.0589529549756298,-0.0035427519340555,-0.0199223936192447,-0.0192223317486423,0.0028768402897367,-0.124343433298054,-0.0207146518674017,-0.0252044762997138,Female,33,No,Yes,Employed,Suburban,High School or Below,1671602400
52,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,7e987e66-066a-4903-8754-2abcc4c9c3c9,no_churn,0.01878422,0,no_churn,-0.0714904818414652,-0.0053491516400026,-0.0101567984607027,-0.0412237433334848,0.0071984137948129,-0.089305441397646,-0.0301823612338921,-0.0285165886688628,Male,65,Yes,Yes,Employed,Rural,College,1671602400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,ec158f9c-871b-434a-8e44-8a5d050fe9b1,churn,0.6034754,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,36,No,Yes,Unemployed,Suburban,College,1671602400
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3c011061-1859-4af1-9673-e6751eaf6fed,no_churn,0.15820208,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,21,Yes,No,Employed,Rural,High School or Below,1671602400
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,66678154-bbe9-4f50-9cfa-b301c6e10671,no_churn,0.4014986,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Female,39,No,No,Employed,Suburban,High School or Below,1671602400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,de20e6e3-f93f-47d1-9b6d-b3de67a888a6,no_churn,0.12065562,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,60,No,Yes,Employed,Suburban,Bachelor,1671602400
0,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,ccf59f51-5d26-4ade-adad-eb825ca7b8eb,no_churn,0.020635732,0,no_churn,0.0678338762234671,-0.0049153928974192,-0.0155808973086095,-0.0708714658071767,0.0061377271253331,-0.176509337900916,-0.029116694926779,-0.0435039670871628,Male,77,No,Yes,Unemployed,Suburban,Master,1671602400
49,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,35d3d8d8-f9e3-4f89-a8cf-18d4076aa75e,no_churn,0.20553845,0,no_churn,-0.148717477953187,0.0136131905933962,-0.0129173598837951,-0.0368530330635894,-0.0624057497710509,0.0402456926780905,-0.0276972662912248,-0.0242941482457354,Female,75,Yes,No,Unemployed,Rural,Bachelor,1671602400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1a420724-3f6b-4c31-9634-ffeca9b0b491,no_churn,0.31449354,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,23,No,Yes,Unemployed,Suburban,Bachelor,1671602400
40,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,92e17fde-0779-4995-b3c1-a0ade88f1df7,no_churn,0.06749139,0,no_churn,-0.0615297634166108,-0.010457667698447,0.0098755773589891,-0.005856089822455,0.014509231646025,-0.133984351808058,-0.0191134453144513,-0.0524696426526679,Female,30,No,No,Medical Leave,Suburban,High School or Below,1671602400
8,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,538d8639-0132-4b14-80b8-28d0da148aa4,no_churn,0.044631112,0,no_churn,-0.0047085677952236,-0.0057123397697796,-0.0188813551280691,-0.0526586800229961,-0.0398496125011206,-0.0956325945687422,-0.0242245812067085,-0.0273584215746996,Male,40,No,No,Unemployed,Suburban,Bachelor,1671602400
13,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,6d888b6d-daf6-4e52-88b1-d913de6447cf,no_churn,0.040808555,0,no_churn,-0.0213662684077189,-0.0072189627292391,-0.0297941457254273,-0.0403144696515846,0.0027201312639135,-0.0932726233223638,-0.0378974524607656,-0.0418823620168677,Female,31,No,No,Employed,Suburban,Bachelor,1671602400
17,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,eb1f3975-d99e-400d-b543-e54994fa8123,no_churn,0.113987476,0,no_churn,0.0784091854666803,-0.0027509465171351,0.0020427192129136,-0.124674733362735,0.0050126517258286,0.0780670886774532,-0.0340138839966312,-0.0350781296161767,Female,39,Yes,No,Employed,Rural,High School or Below,1671602400
4,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,28c2f8fb-d5f9-4544-ac5b-531f42259cff,churn,0.63763046,1,churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Male,77,Yes,Yes,Unemployed,Suburban,Bachelor,1671602400
36,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,4b50e035-7c52-497d-b2f7-603ecdb5e75a,no_churn,0.026147384,0,no_churn,-0.0326739792408261,-0.0062229054861199,-0.0050800694051122,-0.103498820849354,0.0121925488543638,-0.0718420516600326,-0.0251899476304606,-0.0367109265832368,Male,33,Yes,Yes,Employed,Suburban,College,1671602400
49,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d0c8d1a4-168f-4632-9da0-2d709f555ef0,no_churn,0.0278392879999999,0,no_churn,-0.0599329720556397,-0.0122882295837371,-0.0385049944698857,-0.015449301116987,0.0139345488103026,-0.0864268110655302,-0.0250166950001948,-0.04534169892926,Male,28,No,No,Employed,Suburban,Bachelor,1671602400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,3c7b97bd-fcf1-4c30-99fb-42365e4bd190,no_churn,0.17671539,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,27,Yes,Yes,Medical Leave,Suburban,High School or Below,1671602400
17,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,5a273601-fcac-4073-87c4-3b2967a14c1a,no_churn,0.016055161,0,no_churn,0.0276700800939943,-0.0034788154208945,-0.0093659145901438,-0.0569693819050007,0.0087454414696185,-0.168610923795495,-0.0277783851056301,-0.0392382537322373,Male,45,No,No,Employed,Suburban,Master,1671602400
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6b20a97e-a806-41d6-886d-9c044e42c1c1,no_churn,0.1291227,0,no_churn,0.14227169071235,-0.0085072598870829,0.0150901854661788,0.0822656658938558,0.0079033333785173,0.0928848242832373,-0.0188218481725925,0.0076943228629534,Male,27,No,Yes,Employed,Suburban,Bachelor,1671602400
52,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,bf282410-1272-4cd1-8e9a-43a2ada570a0,no_churn,0.009239662,0,no_churn,-0.0434336920816531,-0.0033476293291641,0.0129289499463811,-0.0052572281464745,0.0183451641092142,-0.207856510328456,-0.0163750050414273,-0.0240302011112726,Male,47,No,No,Employed,Suburban,Bachelor,1671602400
56,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,d5b2b3e5-eada-4722-b7c8-436ca515c12a,no_churn,0.016310334,0,no_churn,-0.0403767222716214,-0.0037031111392207,-0.0183121898383615,-0.0367489974029376,-0.0360021918332859,-0.102866181100071,-0.0145765219079748,-0.0164402368388255,Male,48,No,Yes,Unemployed,Rural,College,1671602400
19,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,77bbcebd-90bf-4a30-84cc-515304fe42a1,no_churn,0.023003489,0,no_churn,-0.0161188498307183,-0.0055865687469668,-0.0299400347555638,-0.0444429083937939,0.0033902281139762,-0.0943329960345636,-0.0402353726309593,-0.0417596515397508,Male,28,No,No,Employed,Rural,Bachelor,1671602400
18,No,No phone service,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,fdf232e9-ad45-4364-92e1-2b8c7b32bd5b,no_churn,0.09689705,0,no_churn,-0.0704700069239152,0.0176134641181488,0.0034227829659357,-0.0472520017327769,-0.0027114284020899,-0.0676439452016529,-0.0298254850990633,-0.052159530359695,Male,25,No,Yes,Employed,Suburban,High School or Below,1671602400
20,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,517dd21d-4aed-45f3-88ab-b18d124bdadf,no_churn,0.1928461,0,no_churn,-0.144515433939159,0.0401997810615193,0.0022020085847407,-0.0498994159031917,0.0217223509221548,0.0568053309676133,-0.054961210353972,-0.0605795630335433,Male,57,No,Yes,Medical Leave,Urban,Bachelor,1671602400
51,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2c7d919a-b1fe-45ab-9922-b633510f9845,no_churn,0.0078181075,0,no_churn,-0.0513268623580552,-0.0040356408543993,-0.0255852051106558,-0.0193778335886963,0.0146727162358729,-0.11202388595013,-0.0239321367252887,-0.0474173057520783,Male,46,No,Yes,Employed,Rural,High School or Below,1671602400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d260ccdb-c043-4a37-b668-6bfc7c81436d,churn,0.5176578,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,34,No,Yes,Employed,Urban,Bachelor,1671602400
18,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ca58e69-1a39-43bd-99f1-9830b093e2fe,no_churn,0.17927946,0,no_churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Male,49,No,No,Employed,Suburban,College,1671602400
68,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,649faec9-df35-45ed-873c-5d187d1cc010,no_churn,0.032984752,0,no_churn,-0.0672208355048587,-0.0043901024978731,-0.0293352311069429,-0.0238996674128611,0.004524312673484,-0.0944662216615415,-0.0237088593581756,-0.0305295486591148,Male,59,No,No,Employed,Suburban,Bachelor,1671602400
22,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,514882a3-4735-4c78-b6ee-de6ad666d9c0,no_churn,0.032903712,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Male,79,Yes,No,Employed,Suburban,College,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b76d6519-e324-4b68-936c-503e1bc0fe9e,churn,0.25635722,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,73,No,No,Retired,Suburban,College,1671602400
6,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5a888e1a-2e90-4a37-81bf-e977bd746673,no_churn,0.07346713,0,no_churn,-0.0374263475730185,-0.0156731111219505,0.0012261436957624,-0.0975963145601508,0.0207073832350033,0.0595005194158284,-0.0705478608028715,-0.0713594231823344,Female,44,No,No,Unemployed,Rural,College,1671602400
4,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,e49a3298-faed-4561-8f38-a69cbeec184e,no_churn,0.038464375,0,no_churn,0.0143510264456199,-0.0055025481684788,-0.0322894141456345,-0.0546976847098085,-0.0042950748457951,-0.105919588214374,-0.0394609649063204,-0.0412119055792845,Male,70,No,No,Employed,Suburban,High School or Below,1671602400
41,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,9792cc07-4e70-4cdf-af4e-2a96ca2ded76,no_churn,0.008119123,0,no_churn,-0.0215904823578239,-0.00556336986323,-0.0115405427118093,-0.0486899200127663,0.0051549660164346,-0.119851181281829,-0.027789764849349,-0.0391558573865404,Female,79,No,No,Unemployed,Rural,College,1671602400
19,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,aac484e9-88e2-4254-ad27-71aed7e68383,no_churn,0.404598,0,no_churn,-0.116211055652484,0.0412183129746608,0.0069015453310612,-0.0920808685464726,0.0305844323574638,0.059225022661044,-0.0548220470812384,-0.0638414938505411,Male,46,Yes,No,Employed,Suburban,Bachelor,1671602400
6,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,7f6c406f-762d-40b5-8ac1-d0a250c90099,no_churn,0.019160347,0,no_churn,0.0051624363465271,-0.0042158342649418,-0.0132632677638684,-0.0302087251283774,0.0032801106027727,-0.156695978882917,-0.0398763661771226,-0.0332085272167114,Female,29,No,Yes,Retired,Rural,College,1671602400
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,42cdf91c-6e24-48ef-8a11-28b39aa0d5f9,no_churn,0.24401553,0,no_churn,0.166007157228996,-0.0100524944071003,0.0801762970326308,-0.0562051373535359,0.0829312448541895,0.122024730556095,-0.0297086341894828,-0.0457434310590997,Male,41,No,No,Employed,Suburban,College,1671602400
7,No,No phone service,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,2aa473c5-9b62-4979-99e8-f99197d39214,no_churn,0.0424780659999999,0,no_churn,0.0836203383764223,0.0368643591545787,0.0274915987204622,0.0405264165490916,0.018240461811074,-0.13492026534469,-0.0163682174913447,-0.0244808406544143,Male,73,Yes,No,Unemployed,Suburban,High School or Below,1671602400
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3cb054c1-1215-4bf0-9313-0a02ec1f1f8e,no_churn,0.48671505,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,26,No,Yes,Unemployed,Suburban,College,1671602400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,e1255be7-6357-47c5-b0ac-be9d753bd614,no_churn,0.032712612,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Female,23,No,No,Unemployed,Rural,College,1671602400
26,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a84782b4-c9ab-41f0-93fb-57aae4153f1b,no_churn,0.1282758,0,no_churn,-0.0826902321591478,0.0634846227646448,0.0108771038982376,-0.0044979035200231,-0.0021324812329294,0.0585142186294797,-0.0429118718015888,-0.0533362730072804,Male,48,No,No,Unemployed,Suburban,Master,1671602400
27,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,21341faf-2003-4a48-b06c-188bd00ff40f,no_churn,0.01081703,0,no_churn,-0.0385340289517807,-0.0032768399044289,-0.0091512805706224,-0.0384433259177785,0.0177202094645508,-0.105452549441397,-0.0383523594151665,-0.0535359785002401,Male,37,No,Yes,Employed,Urban,College,1671602400
25,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6aa59800-27c2-491a-a64e-b58b17156bf5,churn,0.719832,1,churn,-0.0149896691897265,-0.007187650180349,-0.0825925944013579,0.0906174006731998,0.133864295756393,0.0826934622223779,0.0793966500726128,0.109171952240176,Female,34,Yes,Yes,Unemployed,Suburban,Bachelor,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,32b58bf4-f1b1-4348-b828-0b870ae6e6fb,churn,0.6817998,1,churn,0.273244120570471,-0.0066881578208267,-0.0332032329333196,0.0050854471816819,0.167521886638606,0.145771601173728,0.0943869265205648,0.0848552624085641,Female,77,Yes,Yes,Employed,Urban,High School or Below,1671602400
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,63c86067-14a4-4fd5-affc-9cd2982650bf,no_churn,0.68329793,0,no_churn,0.161455590554997,-0.0010856614009753,-0.0343841752388652,-0.0380976463895422,0.175277843292297,0.127613920054191,0.158060950858571,0.12746636169989,Male,64,No,No,Employed,Suburban,High School or Below,1671602400
1,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,422e4bc7-cf91-4112-a677-a7f48aef4b95,churn,0.85262185,1,churn,0.20670441541562,-0.003067231676141,0.0274159559100826,-0.0099894211653827,0.0842747750598391,0.175565121485561,0.117985453775855,0.132084776537886,Female,22,No,No,Unemployed,Suburban,Bachelor,1671602400
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a7df2322-39d4-4a9c-95d5-0bd567377b5f,churn,0.49600774,1,churn,-0.114805935382119,-0.001284307148926,0.0171842201164781,0.0440244043075654,0.0991525592283506,0.0715601549125858,0.137728154555298,0.0474146057777306,Male,60,No,No,Employed,Suburban,College,1671602400
8,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8332491d-3145-492c-ba7d-ec58a459e4d4,no_churn,0.58890915,0,no_churn,0.125455537389271,-0.0024641382967274,-0.0394678256326369,0.0319658853516557,0.18821156566315,0.128618274900473,0.143263690580079,0.125390859564759,Female,73,No,Yes,Unemployed,Suburban,High School or Below,1671602400
51,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,cbfc20c9-fd3d-49b3-946f-9b50d4014020,no_churn,0.1630004,0,no_churn,-0.16242579753196,-0.0018146756265014,0.0051713990255666,0.0102058187318107,0.0371368451295165,-0.136929983533728,0.0408000285881462,0.0521635491536835,Male,68,No,Yes,Employed,Suburban,High School or Below,1671602400
44,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,4434fe07-001e-490e-b5a7-bff3feebe568,no_churn,0.37244588,0,no_churn,-0.117739958551028,-0.0057129111345147,-0.0240082846116365,-0.038486122194572,0.0334214052800143,-0.161819636027212,0.0285515935308558,0.0527677614081767,Female,29,No,No,Employed,Suburban,Bachelor,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,16b93a58-6583-4bfd-8e3b-3706816485ee,churn,0.8803482,1,churn,0.0775161925672546,-0.0085020291972978,-0.104125834716997,-0.101147452691039,-0.0352156405109599,0.0902207401025771,-0.0990807617865539,0.0226321634061969,Male,58,No,No,Employed,Suburban,Bachelor,1671602400
22,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,07b168fa-9d87-4c92-94e0-fb976238cf19,churn,0.46801707,1,churn,0.0185461051779293,-0.0016768111020428,0.0891634981574861,0.0778669714613897,0.10358628779175,0.128423396428279,0.129336496450687,0.125727910253554,Female,70,Yes,No,Employed,Rural,High School or Below,1671602400
23,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2c40d6dd-b68c-4300-88f4-85f390303bcb,no_churn,0.4807691,0,no_churn,0.0147162651124108,-0.0004303821620123,0.0057957396957453,0.161916184688357,0.0730156923069444,0.114888707244263,0.209415685058284,0.121655966676517,Female,49,Yes,No,Employed,Urban,College,1671602400
71,Yes,No,High Speed,Web_Chat_Support,Two year,<50hrs,Active,36038b8d-fd4c-4fdb-b0c4-5afc371501df,no_churn,0.043878682,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Male,52,No,Yes,Retired,Rural,High School or Below,1671602400
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e9a1c800-82de-4fbf-bb76-38ddea03324d,no_churn,0.57803744,0,no_churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Female,39,No,No,Unemployed,Urban,College,1671602400
32,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f755f769-20c9-419c-ae37-22420b4461de,churn,0.4937913,1,churn,-0.0191258411665148,-0.0013820816095176,0.0850382725138843,0.0764176389018575,0.0895489533215913,0.124251207102507,0.0989828547930119,0.113138599421345,Male,33,Yes,Yes,Unemployed,Rural,Bachelor,1671602400
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,70859f2b-9cd4-43ca-b227-df4aaebd47b1,churn,0.63054967,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Male,36,No,No,Employed,Rural,Bachelor,1671602400
50,Yes,Yes,Low Speed,Web_Chat_Support,One year,<50hrs,Active,b1adbb35-aa5e-4cf7-b134-10228aa186b3,no_churn,0.17411268,0,no_churn,-0.123991571737133,-0.0021755623377612,0.013110696663225,-0.0329739524718752,0.0065277711761154,-0.136674538400748,0.0294387218319934,0.0477122846029851,Male,61,No,No,Employed,Suburban,Master,1671602400
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,fe8cfbf9-07fa-4cc8-a839-61f1b5a9b214,no_churn,0.85065037,1,churn,0.262843380183203,-0.0049010285004987,0.0222556467613139,-0.01656193567429,0.0647003280987155,0.14584357345695,0.132133842967596,0.124660042340765,Female,51,No,Yes,Employed,Rural,Bachelor,1671602400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5263b38c-85f3-4d1f-a90f-72a55da036df,churn,0.5996127,1,churn,-0.0021605022001949,-0.0032450641943432,0.0487093996277235,0.0438870093605874,0.0391812704633775,0.129435079827272,0.0925019865348531,0.084307535243679,Male,66,No,Yes,Employed,Rural,High School or Below,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3a77e076-98fc-4562-9a54-bdfaab234ae3,churn,0.8777517,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Male,29,No,Yes,Employed,Suburban,College,1671602400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d3a1b073-092d-45f1-824f-e0a090074586,no_churn,0.6794175,0,no_churn,0.20334686058155,-0.0013519813869061,-0.0262697934035804,0.0455462101048033,0.128501406370087,0.164957719162612,0.118620785753646,0.0789559833237399,Female,21,No,No,Employed,Suburban,College,1671602400
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,643a4c19-069e-46b8-a068-1a4f7c5aee4b,no_churn,0.18736571,0,no_churn,-0.228564006189945,-0.0019239534143116,-0.0122076800013701,-0.0683959354966236,0.0190483803479401,0.0321523572143951,-0.0400608938795812,0.0642589116648196,Female,75,No,No,Employed,Suburban,College,1671602400
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d9f61f99-b286-4f81-8ab9-013aea86a70a,no_churn,0.7024802,0,no_churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Male,75,Yes,Yes,Employed,Suburban,High School or Below,1671602400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4b89c89d-08b9-4d9c-a218-927f803526c0,no_churn,0.7205651,0,no_churn,-0.0388761063459151,-0.0027863019272263,0.0544735617431069,-0.029963914688742,0.0167432547127009,0.0968816668933141,-0.0602534840395674,0.0284694603696061,Female,65,No,Yes,Employed,Suburban,College,1671602400
64,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,5242aee6-d752-4943-8086-ab414ab5e7ee,no_churn,0.05199864,0,no_churn,-0.114387367888121,-0.0024771395309653,-0.0172477658106981,-0.0168513063485261,0.0113957616756033,-0.178781205156174,0.0310887841787825,0.0315674208633026,Male,62,Yes,No,Employed,Suburban,Bachelor,1671602400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a0a98b15-7bfa-40d0-87a4-b2ab67ef4a85,no_churn,0.28653756,0,no_churn,-0.0922488366625657,-0.0064945136584719,-0.0684313454781022,-0.0668482873506582,0.0567952116328888,0.0761898059002487,0.0013813364452653,0.0789201644113018,Male,37,No,No,Medical Leave,Suburban,Bachelor,1671602400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ce421220-d2b4-49db-becd-e0b78a38f649,churn,0.71933156,1,churn,0.272153209177732,-0.0001019440181153,-0.0266639703569126,0.104266846014943,0.0875801711423719,0.136904588576008,0.0619096450401775,0.0730919749747954,Female,44,No,Yes,Employed,Suburban,Bachelor,1671602400
53,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2a9c4d5f-0d2c-46e5-aa51-37ec7bb8bd58,churn,0.6339662,1,churn,0.0015909253091922,-0.0021371571500776,0.138301799072729,0.106722282682936,0.102972990620838,0.0615504143573798,0.0811244603162413,0.0808481457761627,Male,41,Yes,Yes,Unemployed,Suburban,College,1671602400
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,7a94885b-32ff-41b6-b9a9-e258111e1b99,no_churn,0.25283346,0,no_churn,-0.0894650204574009,-0.001677106756797,0.0172317746244061,-0.050880570009167,-0.0412896031053514,-0.105865362018376,0.0347038753813103,0.0382158602880554,Female,28,Yes,Yes,Employed,Suburban,College,1671602400
69,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,6255bb67-2796-455c-9dbb-7004bebc6093,no_churn,0.1549037,0,no_churn,-0.156517983366466,-0.0020251567098966,0.0364763907219276,0.01538554335777,0.0038807814076608,-0.21891612048732,0.0179333126844358,0.0447570807219017,Female,47,Yes,Yes,Employed,Suburban,College,1671602400
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,21c24f05-770b-40c6-b1fe-630613ffce38,no_churn,0.26411766,0,no_churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Female,70,Yes,Yes,Employed,Suburban,Bachelor,1671602400
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,48497ed9-2ee2-4df4-a0b4-add8c3d15a0a,no_churn,0.18452911,0,no_churn,-0.120928556917206,-0.0022405669886393,-0.0002242370869862,-0.0431342336473699,-0.0421476049269494,-0.0764119322562874,-0.0213347650352534,0.0373957441224047,Female,46,No,Yes,Unemployed,Suburban,High School or Below,1671602400
59,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,2805d588-b316-4974-91e2-d29acd42f500,no_churn,0.21272022,0,no_churn,-0.173010969272045,-0.0021118000872229,0.0295380277491676,-0.0689534584389184,0.0097538055243967,-0.0859339935269872,0.0271959270296429,0.0478296393834898,Male,48,Yes,No,Unemployed,Rural,Bachelor,1671602400
48,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4a46dfcb-de8e-4be5-9db5-774f0d1a8aa5,churn,0.46293703,1,churn,-0.156172460356602,-0.0028891418793318,0.0409205535587352,0.0466916173363097,-0.0415368356410635,0.0546053126634251,-0.111749187345067,-0.0088960138075344,Male,49,No,Yes,Unemployed,Suburban,Bachelor,1671602400
38,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,20097c13-eff0-42e0-bc8e-299b53d961a6,no_churn,0.19434623,0,no_churn,0.0043640587423487,-0.002239834234806,0.0390675111406471,0.0832897825180407,-0.0282316994378379,-0.0094248720164796,0.021591394128045,-0.0174424900793746,Female,36,No,No,Employed,Suburban,Bachelor,1671602400
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cd46254f-c628-4b58-bc66-b74ac4108df2,churn,0.48446256,1,churn,-0.0715377619679202,-0.0068055877972983,0.103170715051156,0.0590669638414419,0.0659391428472463,0.103896376992216,0.076924338714507,0.0939784026254892,Male,26,No,No,Retired,Urban,College,1671602400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a7fadcfb-828e-43a0-ba6d-a8f783f88e02,churn,0.83006626,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,32,No,Yes,Employed,Rural,Doctor,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b66657d-d30a-40a4-91fb-5533e868ab42,no_churn,0.756187,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,66,Yes,No,Medical Leave,Suburban,High School or Below,1671602400
47,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,752717ed-5838-4e02-a804-051e091985c3,no_churn,0.11360709,0,no_churn,-0.0415166181431777,-0.0075146177745409,-0.0176949562465961,0.0347806697082705,-0.001909713416644,-0.187588530746643,-0.0138562185848604,-0.0287261654957546,Female,23,No,Yes,Employed,Suburban,Master,1671602400
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd0e2312-f2b6-4339-b138-3e39421d945a,no_churn,0.5481668,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,76,No,No,Unemployed,Suburban,High School or Below,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d535841c-dddc-409a-b0b9-8bdb5c815c73,no_churn,0.8782551,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,80,No,Yes,Disabled,Suburban,College,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,69dad24d-192c-4a18-8017-d25ec87030d4,churn,0.89838856,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,27,No,Yes,Unemployed,Suburban,Bachelor,1671602400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,67c337eb-bf1d-457a-92be-b995c60f6956,churn,0.5055728,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,23,No,Yes,Employed,Suburban,High School or Below,1671602400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,94903d36-790e-4fdd-a796-2ed226ef78f8,churn,0.8244246,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,76,No,No,Employed,Suburban,Bachelor,1671602400
59,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,9157422e-1eec-42e9-8538-13a28d4fc466,no_churn,0.06582068,0,no_churn,-0.106957170884143,-0.0035931186716516,-0.0106472152618516,0.0190424538997103,-0.002194010980329,-0.0965920333697613,-0.026133077323775,-0.0219519787527679,Female,32,Yes,No,Employed,Rural,College,1671602400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,43470e44-d56f-4754-b304-2c61c2f03888,churn,0.81743765,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,33,No,Yes,Employed,Suburban,High School or Below,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab94a88c-22a5-4ca5-9a2b-17f8e4144d24,no_churn,0.78407496,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,24,No,No,Employed,Suburban,Bachelor,1671602400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e13bc54c-be33-4e63-9812-50268e48256b,churn,0.66379344,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,35,No,No,Unemployed,Suburban,Bachelor,1671602400
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d6e02ea-3961-4f52-b616-05f4d7f4a1f8,churn,0.45023096,1,churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Female,80,Yes,No,Unemployed,Suburban,Bachelor,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2fbc961-3e14-4667-9e80-5494cf31ab55,churn,0.76246536,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,52,No,No,Employed,Suburban,Bachelor,1671602400
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,830ec92d-f6aa-4864-a754-98dcfa7e2be3,no_churn,0.06743605,0,no_churn,-0.272959849050935,-0.0043824964672421,0.0127778619731907,0.0046495911011516,-0.0119359049276044,0.0344837827096262,-0.0132600458951128,-0.0183990891876692,Male,44,No,Yes,Employed,Rural,College,1671602400
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,91e758d7-91a0-48cd-bbd5-2d155256038b,churn,0.66054463,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,33,No,No,Employed,Suburban,College,1671602400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32d73dc4-dbbb-434b-936c-6e8913be3dca,no_churn,0.5420495,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,21,No,No,Employed,Urban,Bachelor,1671602400
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5a50a077-3e42-42ab-819e-e50dc53e1e91,churn,0.48243967,1,churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,40,No,Yes,Unemployed,Urban,Bachelor,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1dda6c27-43c9-49ef-8cfb-e65cd3fbcf40,churn,0.7838533,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,23,Yes,No,Disabled,Suburban,Bachelor,1671602400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0fe9a9a8-0289-47f5-b080-8cb81e9cbbe1,churn,0.69039685,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,54,No,Yes,Unemployed,Suburban,High School or Below,1671602400
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,72c63f92-79b0-4cff-ac7d-0b0083c6b007,no_churn,0.34208575,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Female,65,No,No,Employed,Suburban,Bachelor,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e2390bda-f990-412f-8a8b-84de8c7da58d,churn,0.6998265,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,26,Yes,No,Medical Leave,Rural,College,1671602400
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f2bf520-f8fd-40b1-afea-5c17161fc6b8,no_churn,0.26604572,0,no_churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Male,71,Yes,No,Disabled,Suburban,College,1671602400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8b6a31dd-69af-47e2-aea4-f557f1551aa8,churn,0.41428563,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Male,33,No,No,Employed,Suburban,Bachelor,1671602400
39,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9353b701-7922-4f76-bd5f-1aa2c97b4141,no_churn,0.33981502,0,no_churn,-0.0278463584341307,-0.0079545304812745,-0.0747437652394182,0.115114772421384,-0.0007487132963797,0.101187900522941,0.0088388309891706,-0.0336996810553591,Male,72,No,Yes,Employed,Suburban,College,1671602400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,be5e0428-ffc7-4caf-9262-a34909d1de2f,no_churn,0.39005935,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,59,No,No,Employed,Suburban,Bachelor,1671602400
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a8788704-c7c0-4c6c-a7df-4488aaa43bff,no_churn,0.649023,0,no_churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,32,No,Yes,Unemployed,Suburban,Master,1671602400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2241ca19-ab67-4a62-a343-7c254bf4e6db,no_churn,0.56751305,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,47,No,No,Employed,Urban,Bachelor,1671602400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,deafd438-dfd1-4402-900e-5631a2cb82a1,no_churn,0.7142885,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,73,Yes,Yes,Unemployed,Suburban,High School or Below,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3acb918f-c189-42a9-bd3e-72c8bba18fa3,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,49,No,No,Unemployed,Rural,Bachelor,1671602400
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,63f6fdbd-e39c-4873-9ca2-a15e5e79fda6,churn,0.4970927,1,churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,25,No,No,Unemployed,Suburban,Bachelor,1671602400
49,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f006aa73-0163-4233-88a2-ff0676c5c65e,no_churn,0.30433968,0,no_churn,-0.180416318867428,-0.0042496113926245,-0.0877947533665974,0.0408702059852839,0.0034304603872442,0.0431629837099171,-0.0273131081990868,-0.0467160079996574,Female,50,No,Yes,Employed,Urban,College,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc1bf6a4-97e0-4976-85da-1c498812f494,churn,0.82098347,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,68,No,Yes,Employed,Suburban,Bachelor,1671602400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,52e0447e-ac47-4e30-8f60-a93325427ccc,churn,0.67843425,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,44,Yes,No,Unemployed,Urban,High School or Below,1671602400
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5148ac95-f731-4448-bfdc-3057829cbe41,no_churn,0.36432403,0,no_churn,-0.199263614792694,-0.010665338587878,-0.013267619345388,0.0227067931758938,-0.050105081364527,0.0651113520715944,-0.0288170991400147,-0.0547255400119047,Male,31,Yes,Yes,Employed,Suburban,Bachelor,1671602400
18,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,698c18e6-7415-4b60-8234-955749566f75,churn,0.5064948,1,churn,-0.0287049103380923,-0.0051815669103598,-0.0570806973433173,-0.0418666941769151,-0.0239809605998016,0.0643184629558527,0.113145083036252,0.0761584655541992,Female,23,No,No,Medical Leave,Suburban,High School or Below,1671602400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6677b5c3-f215-438f-a640-6cbe15707d92,churn,0.83006626,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,76,No,Yes,Unemployed,Rural,High School or Below,1671602400
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,d829736b-1c93-44a8-9cd5-d057f4d6f09b,no_churn,0.53873074,0,no_churn,-0.0288690739346202,-0.0074699650103866,-0.0206538764717515,-0.0788160507563043,-0.154734967610893,0.0351827977432731,0.0103031846951125,0.0070437019172732,Female,76,No,No,Retired,Suburban,Bachelor,1671602400
4,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,bf95f733-e901-4ac6-ab89-6cd3a3a010f3,no_churn,0.50181663,0,no_churn,0.109563492310936,-0.0035982909876474,-0.0669018670339392,-0.0301478087482973,-0.0039643916269687,0.106677779550987,0.135985375746586,0.0988346716758314,Female,73,No,Yes,Employed,Suburban,High School or Below,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c82719b0-eab8-470a-9bbc-342b34b6eb00,churn,0.6998265,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,64,No,No,Employed,Suburban,College,1671602400
53,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f37febf9-bcbb-413f-b356-364479bec501,churn,0.6339662,1,churn,0.0015909253091922,-0.0021371571500776,0.138301799072729,0.106722282682936,0.102972990620838,0.0615504143573798,0.0811244603162413,0.0808481457761627,Male,51,Yes,Yes,Employed,Urban,High School or Below,1671602400
4,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,9bf9da48-2cfa-468c-b8fb-c40a0da6172a,no_churn,0.50181663,0,no_churn,0.109563492310936,-0.0035982909876474,-0.0669018670339392,-0.0301478087482973,-0.0039643916269687,0.106677779550987,0.135985375746586,0.0988346716758314,Male,67,No,Yes,Employed,Suburban,High School or Below,1671602400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f38b763c-a21c-4fc6-89ca-071d760c1e8b,no_churn,0.35581502,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,40,No,No,Employed,Urban,College,1671602400
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,8df37580-4090-4566-8040-65e2345faec5,no_churn,0.18452911,0,no_churn,-0.120928556917206,-0.0022405669886393,-0.0002242370869862,-0.0431342336473699,-0.0421476049269494,-0.0764119322562874,-0.0213347650352534,0.0373957441224047,Female,28,No,Yes,Unemployed,Urban,Bachelor,1671602400
41,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,8877fb37-d0e6-407f-b850-910c034cd79d,no_churn,0.12832515,0,no_churn,-0.0232369842615207,-0.0032392711128522,-0.0607244677708695,0.0496003769489016,-0.0298236875463226,-0.0975465304727822,-0.0197704122499635,-0.0442851766445983,Female,38,Yes,Yes,Employed,Suburban,College,1671602400
56,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,df9eb490-dff5-46ee-8f89-b242f29b8d85,no_churn,0.016310334,0,no_churn,-0.0403767222716214,-0.0037031111392207,-0.0183121898383615,-0.0367489974029376,-0.0360021918332859,-0.102866181100071,-0.0145765219079748,-0.0164402368388255,Female,64,Yes,No,Unemployed,Urban,High School or Below,1671602400
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,51e9039d-ebd6-4d41-84b4-36b7ac01ebea,no_churn,0.0045431545,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Female,28,Yes,No,Employed,Rural,Bachelor,1671602400
61,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,135dd60c-7659-46d0-86d2-4cb4c650b044,no_churn,0.0278396479999999,0,no_churn,-0.118209878497346,0.0179798662038774,0.0037815369381678,-0.0405939620243771,-0.0067185024223363,-0.0537341178476253,-0.0341832811487984,-0.0273478121206153,Female,67,Yes,Yes,Unemployed,Urban,High School or Below,1671602400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,77ca66c9-74d2-40b1-8629-5eb800a4f99e,no_churn,0.032712612,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Male,61,No,Yes,Employed,Suburban,Bachelor,1671602400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,136cd347-58d3-4845-b046-2e697dbf4d53,no_churn,0.7205651,0,no_churn,-0.0388761063459151,-0.0027863019272263,0.0544735617431069,-0.029963914688742,0.0167432547127009,0.0968816668933141,-0.0602534840395674,0.0284694603696061,Female,36,No,No,Employed,Suburban,Master,1671602400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f013db81-d80a-4702-9409-5c30accaad85,no_churn,0.56751305,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,31,No,Yes,Employed,Suburban,High School or Below,1671602400
18,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,6f037730-759f-438c-a42d-a31d744c017c,churn,0.5064948,1,churn,-0.0287049103380923,-0.0051815669103598,-0.0570806973433173,-0.0418666941769151,-0.0239809605998016,0.0643184629558527,0.113145083036252,0.0761584655541992,Male,32,No,Yes,Employed,Suburban,Bachelor,1671602400
71,Yes,No,High Speed,Web_Chat_Support,Two year,<50hrs,Active,cc2b86dd-3129-40ed-9050-2c04d8be8a2a,no_churn,0.043878682,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Female,30,Yes,No,Employed,Suburban,Master,1671602400
14,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,cd453be0-1ab5-480a-9647-f531a5b4cb19,no_churn,0.45517582,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Male,64,No,No,Employed,Suburban,High School or Below,1671602400
65,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,6d33d648-13d9-4d85-b5d5-70e4565bd628,no_churn,0.07023258,0,no_churn,-0.0917596790739753,-0.0027366287506083,0.0183290268951259,0.0357639206419571,0.0039132222227635,-0.196766807089416,-0.0153090164940113,-0.0137935225051842,Female,76,No,No,Unemployed,Rural,Bachelor,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d75964ff-0cd2-497e-8a9b-133f03a9d30a,churn,0.8777517,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Female,46,No,Yes,Retired,Urban,Bachelor,1671602400
14,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,28107f4e-3ebe-4cd7-bf1f-a359c385543b,no_churn,0.45517582,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,68,Yes,No,Unemployed,Urban,Bachelor,1671602400
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a52c60e1-b36b-4bca-8309-ab26de7144c4,no_churn,0.5481668,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,40,Yes,No,Unemployed,Suburban,Master,1671602400
63,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,d7f8302f-49d2-47fd-b32a-37b76778f7e1,no_churn,0.07391073,0,no_churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Male,51,No,Yes,Unemployed,Suburban,High School or Below,1671602400
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,9bb042c3-d71e-46d8-a38a-62608200e689,no_churn,0.43678665,0,no_churn,0.0818626545177357,-0.0060204133650404,0.0124196489704809,0.156106173137505,0.045503872357749,0.090832954674679,0.0575432225665099,0.0927257390349404,Male,69,No,Yes,Employed,Rural,High School or Below,1671602400
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d7f84af9-64fa-4016-8479-3cbcb9c3f393,no_churn,0.15820208,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,55,No,No,Employed,Rural,High School or Below,1671602400
51,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,a25216fb-e2aa-4cc4-88ca-820f8a187484,no_churn,0.1630004,0,no_churn,-0.16242579753196,-0.0018146756265014,0.0051713990255666,0.0102058187318107,0.0371368451295165,-0.136929983533728,0.0408000285881462,0.0521635491536835,Female,23,No,No,Employed,Suburban,College,1671602400
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5c35d9f-3ff3-4784-9ba8-ff6b8b7d86b8,no_churn,0.24401553,0,no_churn,0.166007157228996,-0.0100524944071003,0.0801762970326308,-0.0562051373535359,0.0829312448541895,0.122024730556095,-0.0297086341894828,-0.0457434310590997,Male,39,No,Yes,Employed,Suburban,Bachelor,1671602400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,589dfa99-1ce1-40f6-9562-c05b0a87063b,no_churn,0.06874164,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Male,68,No,No,Employed,Suburban,High School or Below,1671602400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1689a1b5-6463-429d-b63a-5f8b42c308e4,churn,0.69039685,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,47,No,Yes,Employed,Suburban,Bachelor,1671602400
64,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,1bb88f6e-158c-4ae9-8bd7-b0b55031d7e1,no_churn,0.05199864,0,no_churn,-0.114387367888121,-0.0024771395309653,-0.0172477658106981,-0.0168513063485261,0.0113957616756033,-0.178781205156174,0.0310887841787825,0.0315674208633026,Male,34,No,No,Employed,Suburban,College,1671602400
38,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,855229b1-aec3-4cbc-8b96-6ba1673297d6,no_churn,0.19434623,0,no_churn,0.0043640587423487,-0.002239834234806,0.0390675111406471,0.0832897825180407,-0.0282316994378379,-0.0094248720164796,0.021591394128045,-0.0174424900793746,Female,74,No,No,Employed,Suburban,Bachelor,1671602400
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a6659a60-4fec-4b2e-b713-b03a7f7466be,no_churn,0.15820208,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Female,71,Yes,No,Unemployed,Suburban,College,1671602400
38,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,6e90cb66-a0e8-479b-bebf-88f81a8784da,no_churn,0.101964094,0,no_churn,-0.0271069683667246,-0.0037986161955177,-0.0450503554279566,0.0638858641997194,-0.0003217437202238,-0.191713521138345,-0.021757567064451,-0.0286177882056199,Male,35,No,Yes,Employed,Suburban,College,1671602400
9,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,6e3f1be9-d0f9-437e-a328-3a3ea5d86c35,no_churn,0.49622646,0,no_churn,0.0035356332285391,-0.0055414772514996,-0.0913644373713532,-0.0682701807932835,0.0664976395399753,0.0898053149994575,0.0546541716723368,0.0493119460197613,Female,35,No,No,Employed,Rural,High School or Below,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fe62f378-7006-4ac1-b3bb-c9b35a769c1c,churn,0.6998265,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,79,No,No,Unemployed,Urban,College,1671602400
44,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,41d0d5b6-ee0c-4a4b-82fb-30fde22c2cf6,no_churn,0.37244588,0,no_churn,-0.117739958551028,-0.0057129111345147,-0.0240082846116365,-0.038486122194572,0.0334214052800143,-0.161819636027212,0.0285515935308558,0.0527677614081767,Female,27,No,No,Employed,Suburban,High School or Below,1671602400
8,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,a6c4fc8e-f22a-4970-82be-bfbd7f3db87f,no_churn,0.0344777329999999,0,no_churn,0.0204132362074597,-0.0061766518538388,-0.0130399575868068,-0.0491480760438025,0.0146964868537361,-0.153462283052058,-0.0331055251016732,-0.0375367150154397,Female,75,No,No,Unemployed,Suburban,High School or Below,1671602400
0,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,f2f6ed89-ad49-4924-9ce7-9799fe1db12e,no_churn,0.020635732,0,no_churn,0.0678338762234671,-0.0049153928974192,-0.0155808973086095,-0.0708714658071767,0.0061377271253331,-0.176509337900916,-0.029116694926779,-0.0435039670871628,Female,68,No,No,Employed,Rural,Bachelor,1671602400
36,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,98d78639-a38e-4843-8ab9-a1f09ba302af,no_churn,0.17408858,0,no_churn,-0.0687252989655007,0.0668821474664037,0.0116153065114576,-0.0314722931020151,-0.119647428538283,0.0690190957995491,-0.01653227856802,-0.0184987342243221,Male,65,No,Yes,Employed,Suburban,High School or Below,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2ddde9d4-de4a-4b09-8d7e-7e846c701093,churn,0.8803482,1,churn,0.0775161925672546,-0.0085020291972978,-0.104125834716997,-0.101147452691039,-0.0352156405109599,0.0902207401025771,-0.0990807617865539,0.0226321634061969,Male,53,No,Yes,Employed,Urban,College,1671602400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d71c5b6f-2f14-42dd-b1bb-98ba2004372a,churn,0.69039685,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,65,No,Yes,Employed,Suburban,Master,1671602400
67,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,51d89f81-32ea-4377-8216-a979492b2732,no_churn,0.18858062,0,no_churn,-0.0778792250688457,-0.0010493181625133,0.0149140981154778,0.0220871936057665,-0.0329118418664074,-0.218436423580315,0.0486393655975007,0.0639433321212163,Female,45,No,Yes,Employed,Rural,High School or Below,1671602400
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,180ee0b5-d148-4573-be76-9fd2a4177bfc,churn,0.66054463,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,25,No,Yes,Unemployed,Rural,High School or Below,1671602400
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,34e70e33-c16f-49d4-8c9a-0d059c2297fd,no_churn,0.69927067,1,churn,0.182655916827243,-0.0131247781722413,-0.0761920027455744,-0.0905759159261833,-0.168977926469379,0.087541877846088,0.0220419613959711,0.0266761447249336,Female,76,No,No,Employed,Suburban,High School or Below,1671602400
46,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,f54cfdfa-2883-46f1-9bb3-e10ae3c92c4e,no_churn,0.0092873019999999,0,no_churn,-0.005213329693388,-0.000470241695184,0.0133582168254997,-0.0062983046912268,0.0184056237781896,-0.0423941926402767,-0.0081242338154515,-0.004260825161009,Male,44,No,No,Employed,Rural,Master,1671602400
61,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,404e8188-fac8-432e-be5d-ee92a78a46bd,no_churn,0.0278396479999999,0,no_churn,-0.118209878497346,0.0179798662038774,0.0037815369381678,-0.0405939620243771,-0.0067185024223363,-0.0537341178476253,-0.0341832811487984,-0.0273478121206153,Female,25,No,Yes,Employed,Rural,High School or Below,1671602400
72,No,No phone service,Medium Speed,Phone_Support,Two year,0hrs,Disabled,318c3af4-2149-41c5-b693-ab6996ae6522,no_churn,0.0047555678,0,no_churn,-0.0967755163257834,0.007126967115314,0.0039068075759632,-0.0244570145899069,0.0016302177062198,-0.115990167266896,-0.0201334239556035,-0.0243340221766266,Female,60,No,No,Employed,Urban,Bachelor,1671602400
47,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,0e7cfdac-a3d8-4f79-918b-15f8319444ca,no_churn,0.11360709,0,no_churn,-0.0415166181431777,-0.0075146177745409,-0.0176949562465961,0.0347806697082705,-0.001909713416644,-0.187588530746643,-0.0138562185848604,-0.0287261654957546,Female,32,Yes,No,Medical Leave,Urban,Bachelor,1671602400
40,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,4885c419-4165-46ed-85e7-6cd0377f9343,no_churn,0.06749139,0,no_churn,-0.0615297634166108,-0.010457667698447,0.0098755773589891,-0.005856089822455,0.014509231646025,-0.133984351808058,-0.0191134453144513,-0.0524696426526679,Male,42,No,No,Medical Leave,Rural,College,1671602400
63,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,84caf198-b192-4995-aca6-7b017cf5df7f,no_churn,0.07391073,0,no_churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Male,57,No,Yes,Employed,Suburban,High School or Below,1671602400
59,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,2cebfae5-2f84-4558-911d-4606777adf2f,no_churn,0.06582068,0,no_churn,-0.106957170884143,-0.0035931186716516,-0.0106472152618516,0.0190424538997103,-0.002194010980329,-0.0965920333697613,-0.026133077323775,-0.0219519787527679,Male,41,No,Yes,Employed,Suburban,Bachelor,1671602400
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,1efb7802-ffcc-4a64-b9ba-f28354969063,no_churn,0.43678665,0,no_churn,0.0818626545177357,-0.0060204133650404,0.0124196489704809,0.156106173137505,0.045503872357749,0.090832954674679,0.0575432225665099,0.0927257390349404,Male,55,No,No,Unemployed,Suburban,Bachelor,1671602400
8,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,95062670-301f-489d-84c0-42c44f6aa529,churn,0.58890915,0,no_churn,0.125455537389271,-0.0024641382967274,-0.0394678256326369,0.0319658853516557,0.18821156566315,0.128618274900473,0.143263690580079,0.125390859564759,Male,62,Yes,Yes,Employed,Suburban,Bachelor,1671602400
3,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,122b985e-5679-445c-9fff-8a2282de3a78,no_churn,0.18802159,0,no_churn,0.0118292432312682,-0.0032236427127281,-0.0753133052396515,-0.0606786887355883,-0.0282151705209435,-0.0755137036316773,0.0426100117423993,0.059479103094236,Female,64,No,Yes,Employed,Rural,High School or Below,1671602400
46,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,3be9621c-1373-4d33-95c4-8bf734f78c75,no_churn,0.0092873019999999,0,no_churn,-0.005213329693388,-0.000470241695184,0.0133582168254997,-0.0062983046912268,0.0184056237781896,-0.0423941926402767,-0.0081242338154515,-0.004260825161009,Male,61,Yes,Yes,Employed,Suburban,Master,1671602400
52,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,6f26080e-37f0-4fd4-b4d3-a8f2b410b93f,no_churn,0.0097148605,0,no_churn,-0.0609003632985331,-0.0033508006166448,-0.0108020974672126,-0.0226221746643932,-0.0378466341443981,-0.100720116777611,-0.0133205570550126,-0.0194634091087664,Female,29,No,Yes,Employed,Suburban,High School or Below,1671602400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,95d75d05-b4e5-417b-9e30-67728d3a0af5,churn,0.66379344,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,30,No,No,Retired,Urban,High School or Below,1671602400
1,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,dbd8f2ff-557f-477a-9465-ff732ea7f12f,no_churn,0.85262185,1,churn,0.20670441541562,-0.003067231676141,0.0274159559100826,-0.0099894211653827,0.0842747750598391,0.175565121485561,0.117985453775855,0.132084776537886,Male,22,No,Yes,Employed,Suburban,High School or Below,1671602400
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,827244f1-424d-4db9-986e-5c4175ca7888,no_churn,0.43678665,0,no_churn,0.0818626545177357,-0.0060204133650404,0.0124196489704809,0.156106173137505,0.045503872357749,0.090832954674679,0.0575432225665099,0.0927257390349404,Female,57,Yes,No,Employed,Suburban,High School or Below,1671602400
27,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,391c5b75-b13c-444d-b6cd-4720f32095d7,no_churn,0.094240285,0,no_churn,-0.120741843967517,-0.0080706663106866,-0.0191337090062188,-0.0570259939264542,-0.0457935452721903,0.0346266916537661,-0.0278295158000582,-0.0250575688810022,Male,53,No,No,Employed,Suburban,Bachelor,1671602400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,75064768-1b0e-4d4c-8a0d-8fb0a74bc7f9,no_churn,0.032712612,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Male,36,No,Yes,Unemployed,Suburban,Bachelor,1671602400
27,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,76859b42-80e0-498c-9260-b5b6703d3ea3,no_churn,0.01081703,0,no_churn,-0.0385340289517807,-0.0032768399044289,-0.0091512805706224,-0.0384433259177785,0.0177202094645508,-0.105452549441397,-0.0383523594151665,-0.0535359785002401,Female,31,No,No,Employed,Urban,Master,1671602400
68,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,71c00b29-7450-42c0-86f3-bbf82bd3b80c,churn,0.012118823,0,no_churn,-0.122755869320863,-0.0104195097487718,-0.0193656880987873,-0.0023100717903253,0.0193158653960927,-0.175540132711376,0.0273059219083734,0.0447433327988073,Female,35,No,Yes,Employed,Rural,Bachelor,1671602400
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0df28916-c053-4708-84e0-540a48a48865,no_churn,0.11819661,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,58,No,Yes,Retired,Suburban,High School or Below,1671602400
56,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,d5fd12c5-cacf-4487-9b5d-86186bac8185,no_churn,0.01374552,0,no_churn,0.164878062832004,7.53120478293567e-05,0.0406304987684688,0.0898463952563088,0.119196390759917,-0.023363982701303,-0.0207233387924316,-0.0195654870167891,Female,59,No,No,Unemployed,Suburban,High School or Below,1671602400
34,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,083c5347-211b-4de6-bb22-91251a872b78,no_churn,0.048898954,0,no_churn,-0.127287708626218,0.0233109130006596,0.0066350814202724,-0.0238426099798425,-0.0364469477763214,-0.0644486530445192,-0.0215430228307013,-0.0254032038663717,Male,21,No,Yes,Employed,Suburban,College,1671602400
71,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,d5e72b4e-2dd9-41d1-9de1-4a59e8a751e4,churn,0.42127994,1,churn,-0.136950982293756,-0.0009925592002491,-0.0070955635079644,-0.0053161900059694,0.0172241275348187,-0.179119431992604,0.0171152156880179,0.0361092333433771,Male,47,Yes,Yes,Unemployed,Suburban,Bachelor,1671602400
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a662cd29-cad2-46f6-8927-76412fd2af45,churn,0.4970927,1,churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,29,Yes,Yes,Employed,Suburban,College,1671602400
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,3bf88e66-a292-4cc7-8702-05eda2eb1964,no_churn,0.16484512,0,no_churn,0.119667578985418,-0.0003819582529104,0.0435841752164697,0.0114400374268689,0.0882117839649436,0.130328800296211,0.104834014599273,0.134289424513463,Female,62,No,No,Disabled,Urban,College,1671602400
64,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,bd5e0c11-6243-4eaf-961f-e6e043be67c6,no_churn,0.05199864,0,no_churn,-0.114387367888121,-0.0024771395309653,-0.0172477658106981,-0.0168513063485261,0.0113957616756033,-0.178781205156174,0.0310887841787825,0.0315674208633026,Male,52,Yes,Yes,Employed,Urban,Bachelor,1671602400
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c3478ea8-4f1c-477b-ad9d-90f54124a2e3,no_churn,0.19569789,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Male,68,Yes,Yes,Disabled,Rural,Doctor,1671602400
63,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,5f8216d8-9094-4e0e-bc98-fc8aebdf939f,no_churn,0.07391073,0,no_churn,-0.0270473622484041,-0.0032588720092826,-0.0096103409297211,-0.0369259377526577,0.0754476291948322,-0.0323264411773925,-0.0209756520940663,0.0796708275028686,Female,20,No,No,Employed,Suburban,Bachelor,1671602400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e183d36e-3626-409d-917a-7935a77975e6,churn,0.81743765,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,41,No,No,Disabled,Rural,College,1671602400
6,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,b4731fd8-ef76-4643-bc29-745f8ab93f6d,no_churn,0.7034625,0,no_churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Male,53,No,No,Employed,Suburban,High School or Below,1671602400
1,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,6fd5a310-1032-4f4f-bb72-652d6a6a3a9c,no_churn,0.22662304,0,no_churn,0.0866122687877032,-0.0102628735212238,-0.0226819651483128,-0.0544168245647597,-0.0236505583013786,-0.167213031092861,-0.0342927146745296,-0.0332459348922748,Female,80,No,No,Employed,Suburban,High School or Below,1671602400
32,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,68440c1f-8251-4b88-9ef7-098921e30b47,churn,0.4937913,1,churn,-0.0191258411665148,-0.0013820816095176,0.0850382725138843,0.0764176389018575,0.0895489533215913,0.124251207102507,0.0989828547930119,0.113138599421345,Male,44,No,No,Unemployed,Suburban,High School or Below,1671602400
25,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,761bfdba-c9b5-4e58-822c-c435c01210eb,no_churn,0.12895082,0,no_churn,-0.0385704458870623,-0.0160123337214827,0.0124172929045971,-0.064470661584537,-0.065527128769786,0.0205604624620536,-0.0259353300173279,-0.0339880064140197,Female,74,No,Yes,Unemployed,Suburban,College,1671602400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,133291f7-bdd2-4b1f-b0dd-69e37c38437f,churn,0.69039685,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,49,Yes,No,Employed,Suburban,College,1671602400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c6374388-2f15-4526-bde8-b52902e3c160,churn,0.81743765,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,47,Yes,Yes,Unemployed,Suburban,College,1671602400
20,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,35d91170-63ca-463d-acfa-6573e0dbed76,no_churn,0.122382104,0,no_churn,0.0406219941763629,-0.0019569508096265,0.0342286603205821,-0.0163604599659174,0.0219370232106803,-0.0071681180601717,-0.0078130208744005,-0.0075152777000585,Male,22,No,No,Employed,Rural,College,1671602400
71,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,25d2dff0-109b-46b9-b1f9-74649f0eb7ea,no_churn,0.00530445,0,no_churn,-0.145338328089329,-0.0026909254109159,-0.0005919605559392,-0.0651720711131383,0.0398354193978229,-0.124076693285115,0.046059390580649,0.0501156839216309,Female,74,No,No,Medical Leave,Suburban,Bachelor,1671602400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,812f5e00-4c85-4614-bdfb-10772698ef5c,churn,0.5996127,1,churn,-0.0021605022001949,-0.0032450641943432,0.0487093996277235,0.0438870093605874,0.0391812704633775,0.129435079827272,0.0925019865348531,0.084307535243679,Male,73,Yes,Yes,Unemployed,Suburban,Master,1671602400
72,No,No phone service,Medium Speed,Phone_Support,Two year,0hrs,Disabled,4f6a6428-168e-4979-a106-5449f354b6ce,no_churn,0.0047555678,0,no_churn,-0.0967755163257834,0.007126967115314,0.0039068075759632,-0.0244570145899069,0.0016302177062198,-0.115990167266896,-0.0201334239556035,-0.0243340221766266,Male,50,No,No,Employed,Urban,High School or Below,1671602400
59,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,6986b5c9-07a1-4374-9282-c056371f43e6,churn,0.21272022,0,no_churn,-0.173010969272045,-0.0021118000872229,0.0295380277491676,-0.0689534584389184,0.0097538055243967,-0.0859339935269872,0.0271959270296429,0.0478296393834898,Male,46,No,No,Disabled,Suburban,College,1671602400
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e74b73e4-cdc8-4db6-900f-1fa1c31c5f4e,no_churn,0.4014986,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Female,80,Yes,Yes,Employed,Rural,Bachelor,1671602400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5236975-d777-46fb-85c7-529454191513,no_churn,0.56751305,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,47,Yes,Yes,Disabled,Suburban,College,1671602400
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1c257793-cf01-41ce-b40d-52e84d4883d4,no_churn,0.18736571,0,no_churn,-0.228564006189945,-0.0019239534143116,-0.0122076800013701,-0.0683959354966236,0.0190483803479401,0.0321523572143951,-0.0400608938795812,0.0642589116648196,Male,44,Yes,Yes,Unemployed,Rural,College,1671602400
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,93c825ba-de3b-4f6d-96c5-1de08b072ba9,no_churn,0.36432403,0,no_churn,-0.199263614792694,-0.010665338587878,-0.013267619345388,0.0227067931758938,-0.050105081364527,0.0651113520715944,-0.0288170991400147,-0.0547255400119047,Male,58,No,Yes,Unemployed,Suburban,College,1671602400
68,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,88786f93-f92d-4c03-a929-e54471592cc5,no_churn,0.0054874322,0,no_churn,-0.0518259733348259,-0.0034258005983792,-0.0136699002868044,-0.0216762236447539,-0.0171501994343361,-0.132780250001424,-0.0123759934131612,-0.0161218115211704,Male,59,No,Yes,Unemployed,Rural,High School or Below,1671602400
22,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,db84f67f-8c88-4654-b7f2-511fa324f302,no_churn,0.032903712,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Female,65,No,No,Employed,Suburban,High School or Below,1671602400
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f06e8fa-0f5f-48ab-9e7d-e0afb165a7da,churn,0.48243967,1,churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,50,Yes,No,Employed,Suburban,Bachelor,1671602400
49,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e0b9dbd9-7cdb-4440-9e53-59e804cf484f,no_churn,0.087536186,0,no_churn,-0.137987512499512,-0.0055540684796324,-0.0369176608158704,-0.0271647019299052,-0.0271021363732143,0.0305108960635789,-0.0215030648380525,-0.02330790303311,Male,77,No,No,Employed,Suburban,High School or Below,1671602400
72,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,cde3f3be-4194-469b-9390-0a6f8a8ba670,no_churn,0.022674112,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Male,77,Yes,No,Employed,Suburban,High School or Below,1671602400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,12f713fc-9c50-47c2-8cc7-bd9cda19c63f,churn,0.5996127,1,churn,-0.0021605022001949,-0.0032450641943432,0.0487093996277235,0.0438870093605874,0.0391812704633775,0.129435079827272,0.0925019865348531,0.084307535243679,Male,37,No,Yes,Employed,Rural,College,1671602400
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5da21df1-803e-4076-8317-1c4af2cef490,no_churn,0.15820208,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,68,Yes,No,Employed,Urban,Master,1671602400
17,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1b4df777-fff6-4979-904e-7c72ca6c41e0,no_churn,0.113987476,0,no_churn,0.0784091854666803,-0.0027509465171351,0.0020427192129136,-0.124674733362735,0.0050126517258286,0.0780670886774532,-0.0340138839966312,-0.0350781296161767,Male,43,Yes,Yes,Employed,Suburban,High School or Below,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,04cfdad4-eb8e-4327-90ce-e76c4508e0df,churn,0.8803482,1,churn,0.0775161925672546,-0.0085020291972978,-0.104125834716997,-0.101147452691039,-0.0352156405109599,0.0902207401025771,-0.0990807617865539,0.0226321634061969,Male,26,Yes,No,Retired,Rural,High School or Below,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,108fa444-49c5-4d08-8575-fc13c8a83fbe,no_churn,0.78407496,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,27,No,Yes,Employed,Suburban,Master,1671602400
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,121736dd-9270-4e05-89ca-8997bd03f141,no_churn,0.26604572,0,no_churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Male,54,Yes,Yes,Employed,Suburban,Bachelor,1671602400
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,6f7b91e7-7a26-4ea6-a8ce-49e324e0d10b,no_churn,0.0134113669999999,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Female,29,Yes,No,Medical Leave,Suburban,High School or Below,1671602400
41,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f83db0c2-db76-41b9-9f0b-3c4f816b9b80,no_churn,0.12451279,0,no_churn,-0.0450521889398623,-0.0135171447495667,0.0537570905850407,0.0144456764820643,0.0865602591714014,0.091326505342522,-0.0344456144973082,-0.0201423992210766,Female,24,No,Yes,Medical Leave,Suburban,High School or Below,1671602400
51,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,7deeede2-6845-4ffd-a2ec-f4f533dd2a87,no_churn,0.1630004,0,no_churn,-0.16242579753196,-0.0018146756265014,0.0051713990255666,0.0102058187318107,0.0371368451295165,-0.136929983533728,0.0408000285881462,0.0521635491536835,Male,41,Yes,Yes,Medical Leave,Suburban,Master,1671602400
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d98c0d8f-da40-444b-8297-e96f20688bc0,no_churn,0.18736571,0,no_churn,-0.228564006189945,-0.0019239534143116,-0.0122076800013701,-0.0683959354966236,0.0190483803479401,0.0321523572143951,-0.0400608938795812,0.0642589116648196,Male,29,No,No,Disabled,Urban,High School or Below,1671602400
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3761f541-f526-465e-aa3d-462cd211f45c,no_churn,0.3640127,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,36,No,Yes,Employed,Suburban,High School or Below,1671602400
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,488d5994-eb9e-4adf-aef1-eba78e035607,no_churn,0.045979373,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,23,No,No,Employed,Suburban,Bachelor,1671602400
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e5d65ad1-4e35-40d4-8c8e-1923cc670002,no_churn,0.7024802,0,no_churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Female,55,No,Yes,Employed,Suburban,High School or Below,1671602400
32,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2b3f933c-6451-4ef5-97f3-f7440db40a8f,churn,0.4937913,1,churn,-0.0191258411665148,-0.0013820816095176,0.0850382725138843,0.0764176389018575,0.0895489533215913,0.124251207102507,0.0989828547930119,0.113138599421345,Male,78,No,Yes,Employed,Urban,Bachelor,1671602400
47,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,4c3a3a72-b1d6-4e09-a968-7611c920e903,no_churn,0.11360709,0,no_churn,-0.0415166181431777,-0.0075146177745409,-0.0176949562465961,0.0347806697082705,-0.001909713416644,-0.187588530746643,-0.0138562185848604,-0.0287261654957546,Male,32,Yes,Yes,Unemployed,Suburban,Master,1671602400
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b96ced38-baae-4f6e-8b74-65b8c01498a4,no_churn,0.4014986,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Male,70,No,No,Employed,Suburban,Bachelor,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f2c5bb3-2ac4-4e05-b63c-77e508394f58,no_churn,0.78407496,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,56,No,Yes,Employed,Suburban,College,1671602400
17,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,a08ffa6a-13e3-4996-b2c8-4c4b1f1226dd,no_churn,0.113987476,0,no_churn,0.0784091854666803,-0.0027509465171351,0.0020427192129136,-0.124674733362735,0.0050126517258286,0.0780670886774532,-0.0340138839966312,-0.0350781296161767,Male,60,No,No,Employed,Suburban,High School or Below,1671602400
52,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,d458d69a-e304-4827-a38b-1e1f922a7a80,no_churn,0.009239662,0,no_churn,-0.0434336920816531,-0.0033476293291641,0.0129289499463811,-0.0052572281464745,0.0183451641092142,-0.207856510328456,-0.0163750050414273,-0.0240302011112726,Female,80,No,No,Employed,Suburban,High School or Below,1671602400
18,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,0afae07e-ac79-4342-8c62-654c9bc0c6bb,churn,0.5064948,1,churn,-0.0287049103380923,-0.0051815669103598,-0.0570806973433173,-0.0418666941769151,-0.0239809605998016,0.0643184629558527,0.113145083036252,0.0761584655541992,Male,61,No,Yes,Medical Leave,Suburban,Bachelor,1671602400
6,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5f8ac48-dddd-43b7-be99-d9a58239d25c,no_churn,0.07346713,0,no_churn,-0.0374263475730185,-0.0156731111219505,0.0012261436957624,-0.0975963145601508,0.0207073832350033,0.0595005194158284,-0.0705478608028715,-0.0713594231823344,Male,25,Yes,No,Employed,Suburban,College,1671602400
19,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,6023b581-81b7-498d-b82e-bb3ec9259229,no_churn,0.17314026,0,no_churn,-0.026192390783035,-0.0023259523688466,-0.0632531958358231,-0.10704813210592,-0.0852073252307673,0.0527629216712193,0.0821858247498494,0.0467187616517549,Female,28,No,Yes,Employed,Rural,Bachelor,1671602400
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c72fc0b8-aa52-4662-aba4-da21cef0d9e9,no_churn,0.28502268,0,no_churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Male,73,Yes,No,Retired,Suburban,Bachelor,1671602400
59,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,ec60bd26-373b-4f69-b352-d39d9a149f05,no_churn,0.06582068,0,no_churn,-0.106957170884143,-0.0035931186716516,-0.0106472152618516,0.0190424538997103,-0.002194010980329,-0.0965920333697613,-0.026133077323775,-0.0219519787527679,Female,52,Yes,Yes,Employed,Suburban,High School or Below,1671602400
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,db9bf61e-d9b1-4f99-b9f3-af1369670535,no_churn,0.016097127,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,79,No,No,Unemployed,Suburban,Bachelor,1671602400
8,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,f1449f0f-646a-4fa5-8a66-e2e37a88288a,no_churn,0.044631112,0,no_churn,-0.0047085677952236,-0.0057123397697796,-0.0188813551280691,-0.0526586800229961,-0.0398496125011206,-0.0956325945687422,-0.0242245812067085,-0.0273584215746996,Female,46,Yes,No,Unemployed,Suburban,College,1671602400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3ebe0471-99ea-4a44-bdac-cdd6f1c9950a,no_churn,0.06874164,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Male,50,No,No,Employed,Rural,College,1671602400
6,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,14efef82-e8a7-40e2-8a41-6d3a2b771596,churn,0.7034625,0,no_churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Female,70,Yes,Yes,Employed,Suburban,Bachelor,1671602400
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,23846e45-9fb7-4ebb-93d8-68fbf100baa3,no_churn,0.0039115245,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Male,65,Yes,Yes,Retired,Suburban,College,1671602400
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,92f2bfd2-79f0-4ec0-9443-2548c66e0898,no_churn,0.26411766,0,no_churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Male,27,No,Yes,Employed,Rural,College,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,0da5c97e-bdab-4960-b8b4-3c0614b68d68,churn,0.8803482,1,churn,0.0775161925672546,-0.0085020291972978,-0.104125834716997,-0.101147452691039,-0.0352156405109599,0.0902207401025771,-0.0990807617865539,0.0226321634061969,Male,25,No,Yes,Employed,Suburban,College,1671602400
67,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,1022eeb3-9fa6-4177-87c1-ebc0cd8cadb0,no_churn,0.18858062,0,no_churn,-0.0778792250688457,-0.0010493181625133,0.0149140981154778,0.0220871936057665,-0.0329118418664074,-0.218436423580315,0.0486393655975007,0.0639433321212163,Male,39,No,Yes,Employed,Suburban,College,1671602400
38,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,a852cdab-2287-4d66-85c5-4ca4c6db015a,no_churn,0.19434623,0,no_churn,0.0043640587423487,-0.002239834234806,0.0390675111406471,0.0832897825180407,-0.0282316994378379,-0.0094248720164796,0.021591394128045,-0.0174424900793746,Male,78,No,Yes,Unemployed,Urban,Bachelor,1671602400
52,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,f5e70284-592c-4d22-9c70-dababb109637,no_churn,0.18582805,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Male,41,Yes,Yes,Employed,Suburban,High School or Below,1671602400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ee1c422b-3c79-49f2-8bb6-ef32b89b22d7,churn,0.41428563,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Male,76,Yes,No,Unemployed,Suburban,High School or Below,1671602400
4,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,5c9aba41-ff1c-407e-8db1-4eb83669b996,no_churn,0.038464375,0,no_churn,0.0143510264456199,-0.0055025481684788,-0.0322894141456345,-0.0546976847098085,-0.0042950748457951,-0.105919588214374,-0.0394609649063204,-0.0412119055792845,Female,70,Yes,Yes,Employed,Suburban,Bachelor,1671602400
40,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,aa362f4d-9dfd-49c0-a9d3-60674eaad39c,no_churn,0.06749139,0,no_churn,-0.0615297634166108,-0.010457667698447,0.0098755773589891,-0.005856089822455,0.014509231646025,-0.133984351808058,-0.0191134453144513,-0.0524696426526679,Male,46,Yes,Yes,Employed,Suburban,High School or Below,1671602400
17,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,68775582-ef6d-4710-aa4b-41968145e986,no_churn,0.113987476,0,no_churn,0.0784091854666803,-0.0027509465171351,0.0020427192129136,-0.124674733362735,0.0050126517258286,0.0780670886774532,-0.0340138839966312,-0.0350781296161767,Female,37,Yes,No,Employed,Suburban,College,1671602400
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,2cd88562-0c85-4cd1-b2fc-9d002b276a49,no_churn,0.25283346,0,no_churn,-0.0894650204574009,-0.001677106756797,0.0172317746244061,-0.050880570009167,-0.0412896031053514,-0.105865362018376,0.0347038753813103,0.0382158602880554,Female,56,No,No,Employed,Rural,Master,1671602400
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,3cb571e0-01dd-4062-aa72-7a76ae3f1ee2,no_churn,0.43678665,0,no_churn,0.0818626545177357,-0.0060204133650404,0.0124196489704809,0.156106173137505,0.045503872357749,0.090832954674679,0.0575432225665099,0.0927257390349404,Female,68,No,No,Employed,Suburban,Bachelor,1671602400
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,693009c8-5cfc-46c5-b8a8-4903696c5d99,churn,0.66054463,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,56,Yes,No,Employed,Suburban,College,1671602400
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,0d48ccaf-3e5b-4e92-ae10-271150d36c27,no_churn,0.016097127,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,51,Yes,No,Unemployed,Suburban,Bachelor,1671602400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2f4699d7-7294-46a0-bd43-0ee49831f060,no_churn,0.56751305,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,41,No,No,Employed,Suburban,College,1671602400
64,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,a9ea1244-d803-4d54-81ed-00ed69f5b70c,no_churn,0.05199864,0,no_churn,-0.114387367888121,-0.0024771395309653,-0.0172477658106981,-0.0168513063485261,0.0113957616756033,-0.178781205156174,0.0310887841787825,0.0315674208633026,Female,58,No,No,Unemployed,Urban,Bachelor,1671602400
72,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,a45d32e6-6442-48d5-ba4d-11976046914d,no_churn,0.013094334,0,no_churn,-0.117254557171186,-0.0024611080816384,-0.0239967564912694,-0.0097430388081966,0.0326690907335432,-0.167319028591282,0.0185880463565672,0.0441502916001491,Female,21,Yes,Yes,Employed,Urban,Bachelor,1671602400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7ab29234-8361-4200-9606-f4c7c7967244,no_churn,0.06874164,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Female,41,No,No,Employed,Suburban,Bachelor,1671602400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb743722-c30f-4e7f-bbd1-e3d9826aa155,churn,0.41428563,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Female,25,No,No,Unemployed,Rural,Bachelor,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9a17ce4c-405e-4d01-9f1f-e49e89eac68c,churn,0.25635722,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,50,Yes,No,Employed,Suburban,College,1671602400
3,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,dd6ae561-ee50-4330-8b27-3510d5f28c51,no_churn,0.18802159,0,no_churn,0.0118292432312682,-0.0032236427127281,-0.0753133052396515,-0.0606786887355883,-0.0282151705209435,-0.0755137036316773,0.0426100117423993,0.059479103094236,Female,51,Yes,Yes,Unemployed,Suburban,Doctor,1671602400
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fa37b1bd-33c6-4a52-b228-ae3429d2392e,no_churn,0.19569789,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Male,35,No,Yes,Medical Leave,Suburban,Doctor,1671602400
23,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d59455e2-78ed-4a93-9f6b-840aaaa26b93,no_churn,0.4807691,0,no_churn,0.0147162651124108,-0.0004303821620123,0.0057957396957453,0.161916184688357,0.0730156923069444,0.114888707244263,0.209415685058284,0.121655966676517,Male,30,Yes,Yes,Medical Leave,Urban,Bachelor,1671602400
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,9ec2e687-e5b4-4002-b57d-85b8f0ae7f48,no_churn,0.040655777,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,46,Yes,Yes,Unemployed,Urban,Bachelor,1671602400
72,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,4a378acf-c8e7-4478-a176-277327562c68,no_churn,0.013094334,0,no_churn,-0.117254557171186,-0.0024611080816384,-0.0239967564912694,-0.0097430388081966,0.0326690907335432,-0.167319028591282,0.0185880463565672,0.0441502916001491,Male,39,No,No,Unemployed,Suburban,Master,1671602400
18,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,276563e5-7474-4557-8344-d47d4cb95723,no_churn,0.17927946,0,no_churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Male,80,Yes,Yes,Employed,Suburban,High School or Below,1671602400
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e4126495-ecbc-498a-a4c6-f0764d173443,no_churn,0.28502268,0,no_churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Male,80,No,No,Unemployed,Suburban,College,1671602400
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e9653fe8-bf6b-4a66-8452-4040f450bb44,no_churn,0.7024802,0,no_churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Male,53,No,No,Employed,Suburban,College,1671602400
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,38c09905-0f25-4cec-a577-8d61483d4272,no_churn,0.3640127,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,70,Yes,No,Employed,Suburban,College,1671602400
53,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,fea08548-c01a-4f96-a475-1c82b8ba8dee,no_churn,0.11165253,0,no_churn,-0.0507595256143031,-0.0020787128597476,0.0371304351064463,0.0869955987910361,-0.0553686792759981,-0.161583580072675,0.0662876938854151,0.0503506200551964,Female,28,Yes,Yes,Employed,Suburban,Bachelor,1671602400
37,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,42e89337-b125-47ec-9649-8fcf72f78ab3,no_churn,0.06520797,0,no_churn,-0.0518390510804601,0.0356137028649027,0.0077310742593863,-0.0246984184992152,-0.0461952297830066,-0.109555647749694,-0.0113782228087029,-0.0187043585173796,Male,78,No,No,Medical Leave,Suburban,High School or Below,1671602400
11,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,084d5ac1-4621-48ea-a5bc-0ff3d43abcb2,no_churn,0.3475725,0,no_churn,-0.0684373778670851,-0.042067303602671,-0.0236373347582093,-0.0345481306400051,-0.0830572467947695,0.051056062557177,-0.0404314646773582,-0.0279033554265424,Male,79,Yes,No,Unemployed,Suburban,Bachelor,1671602400
7,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,bdf30c37-4a8f-41a2-99b9-25d80b218a2b,churn,0.4807991,1,churn,0.0185107867541819,-0.0049733202442439,0.0559937913214344,-0.078249894989276,-0.0862367694300064,0.0731344293151232,0.064630920422951,0.0588543807164842,Male,77,Yes,No,Employed,Suburban,Bachelor,1671602400
71,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,2ecf657e-3cbb-47e6-9944-9530055cad25,no_churn,0.12285321,0,no_churn,-0.132657519037321,-0.0039622948017131,-0.0165204373118285,0.035570010904139,-0.0301133439549084,-0.141296784497672,0.0245644094351973,0.0253898076631139,Male,27,Yes,No,Employed,Suburban,Bachelor,1671602400
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,588b289d-ded7-4658-9dbb-c811352866e5,churn,0.66054463,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,37,No,No,Employed,Suburban,Bachelor,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0364ba73-0b6b-43db-affc-f6a250ff4b5e,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,58,Yes,No,Unemployed,Urban,High School or Below,1671602400
67,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7e1eb518-1c78-4d2b-ade0-8270060f3262,no_churn,0.006849753,0,no_churn,-0.0589529549756298,-0.0035427519340555,-0.0199223936192447,-0.0192223317486423,0.0028768402897367,-0.124343433298054,-0.0207146518674017,-0.0252044762997138,Male,48,No,Yes,Medical Leave,Suburban,Bachelor,1671602400
52,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,12b01100-4ed2-4f57-894d-4a1470ad761e,no_churn,0.18582805,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Female,60,No,No,Unemployed,Rural,Bachelor,1671602400
61,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,4d9e5456-5d8b-482d-8244-83400e493326,no_churn,0.007923276,0,no_churn,-0.0984977590128073,-0.0023388241780776,-0.0289931236731717,-0.04007289297846,0.0366176641427227,-0.161633469520475,0.0323636680799245,0.0435285853366804,Female,40,No,Yes,Employed,Suburban,High School or Below,1671602400
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,8f3ae372-29ee-462c-9487-ce7b7c9b6f87,no_churn,0.0039115245,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Male,38,Yes,No,Employed,Rural,High School or Below,1671602400
53,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,92f9c09a-c91d-4b43-9987-76c7b7e52de3,no_churn,0.12650041,0,no_churn,-0.0443902699441696,-0.0039262940797107,-0.0129916777926337,-0.0287268236782074,0.0367683703941565,-0.0573835849601164,-0.0121727683085737,-0.0162031018395828,Male,73,No,Yes,Disabled,Rural,College,1671602400
72,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,c14e7ffe-6227-4d02-b864-103c7dba5646,no_churn,0.00424342,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Male,76,No,Yes,Unemployed,Urban,Bachelor,1671602400
46,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,8d43be77-2c75-4151-aba9-fddc16062f43,no_churn,0.0092873019999999,0,no_churn,-0.005213329693388,-0.000470241695184,0.0133582168254997,-0.0062983046912268,0.0184056237781896,-0.0423941926402767,-0.0081242338154515,-0.004260825161009,Female,32,No,No,Disabled,Suburban,Master,1671602400
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d858d87e-04d6-4f02-be9d-b00a102f318f,no_churn,0.2138453,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,26,Yes,No,Employed,Suburban,High School or Below,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ef39ca2f-16af-489c-bb7f-89fc8cff4433,churn,0.8777517,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Male,58,No,Yes,Unemployed,Urban,College,1671602400
0,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,93e89a6e-8d01-4939-aaab-c5d46716c725,no_churn,0.020635732,0,no_churn,0.0678338762234671,-0.0049153928974192,-0.0155808973086095,-0.0708714658071767,0.0061377271253331,-0.176509337900916,-0.029116694926779,-0.0435039670871628,Female,51,No,No,Unemployed,Rural,College,1671602400
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,02b166c0-f6a4-40f9-99d4-b748f869ac9a,churn,0.4970927,1,churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,68,No,Yes,Employed,Rural,High School or Below,1671602400
14,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,cd4bfdcc-2360-4041-8cea-a2c56a568a84,no_churn,0.45517582,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Male,59,No,No,Employed,Suburban,Master,1671602400
56,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,3c392d86-4942-4fbf-b28e-6d8ddd91cf31,no_churn,0.01374552,0,no_churn,0.164878062832004,7.53120478293567e-05,0.0406304987684688,0.0898463952563088,0.119196390759917,-0.023363982701303,-0.0207233387924316,-0.0195654870167891,Female,65,No,Yes,Unemployed,Suburban,High School or Below,1671602400
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c54c5d09-1980-4bc1-8e2e-323098045a42,no_churn,0.4014986,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Female,33,Yes,Yes,Unemployed,Rural,High School or Below,1671602400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f084b8e2-5c74-41a7-82cb-8f3f9d5569b9,no_churn,0.56751305,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,26,No,Yes,Unemployed,Urban,High School or Below,1671602400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c16e926e-25f2-4194-b24c-bc13546b8cf0,churn,0.67843425,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,30,No,Yes,Employed,Suburban,College,1671602400
53,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,26cb52bb-5f34-46b7-9b0c-fca14d99bdbd,churn,0.6339662,1,churn,0.0015909253091922,-0.0021371571500776,0.138301799072729,0.106722282682936,0.102972990620838,0.0615504143573798,0.0811244603162413,0.0808481457761627,Male,23,Yes,No,Employed,Rural,High School or Below,1671602400
13,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,a3067227-4f50-4c59-9339-91fe31d3ef62,no_churn,0.040808555,0,no_churn,-0.0213662684077189,-0.0072189627292391,-0.0297941457254273,-0.0403144696515846,0.0027201312639135,-0.0932726233223638,-0.0378974524607656,-0.0418823620168677,Male,39,No,No,Unemployed,Suburban,Bachelor,1671602400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5037dd91-dd3f-4ff8-9f58-f6131ea380af,churn,0.81743765,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,57,No,No,Employed,Urban,High School or Below,1671602400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b41adb22-114d-44db-99cb-b0db9054193c,churn,0.83006626,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,58,No,Yes,Unemployed,Suburban,Bachelor,1671602400
41,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,739ba894-fb9e-4727-932d-bf53a838063e,no_churn,0.12832515,0,no_churn,-0.0232369842615207,-0.0032392711128522,-0.0607244677708695,0.0496003769489016,-0.0298236875463226,-0.0975465304727822,-0.0197704122499635,-0.0442851766445983,Female,77,Yes,No,Unemployed,Rural,College,1671602400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c749bea3-53af-456c-a562-d0b4c5a5b12f,no_churn,0.7142885,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,32,Yes,Yes,Employed,Suburban,Bachelor,1671602400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a47944e6-d5d6-4a34-8e84-c622f24f061f,churn,0.83006626,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,62,Yes,Yes,Disabled,Suburban,Bachelor,1671602400
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a0377fc2-0e91-46ae-9cda-4a2bbf9a1c35,no_churn,0.33973503,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,44,Yes,No,Unemployed,Suburban,College,1671602400
38,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,df1081ef-3e96-4b8f-8292-cb427de0f871,no_churn,0.19434623,0,no_churn,0.0043640587423487,-0.002239834234806,0.0390675111406471,0.0832897825180407,-0.0282316994378379,-0.0094248720164796,0.021591394128045,-0.0174424900793746,Male,29,No,No,Unemployed,Urban,College,1671602400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2a19d08d-587c-4b36-9571-577361013a88,no_churn,0.06874164,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Male,41,Yes,No,Employed,Suburban,High School or Below,1671602400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,a178acce-866b-412e-87f3-b5953a1103f7,churn,0.72570723,1,churn,0.315224657363842,0.0673090768739359,0.0335886429975414,-0.0101153402484749,-0.0380366151180794,0.183773949458671,0.106986313915389,0.062243166595108,Female,55,No,No,Disabled,Rural,Bachelor,1671602400
67,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,12b93dde-bf9b-4fa6-8d8c-1c455feec886,no_churn,0.07605916,0,no_churn,-0.0580357451828422,-0.0033517588286122,0.0107866973071395,-0.0802193562344928,-0.0329774920385352,-0.109182235129219,0.0273277515940344,0.0266259859824231,Male,60,No,No,Employed,Urban,Bachelor,1671602400
38,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,9b4ca952-f531-46da-8351-59d9dde84ebe,no_churn,0.19434623,0,no_churn,0.0043640587423487,-0.002239834234806,0.0390675111406471,0.0832897825180407,-0.0282316994378379,-0.0094248720164796,0.021591394128045,-0.0174424900793746,Male,41,No,Yes,Employed,Urban,Bachelor,1671602400
35,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,91b05883-4c05-42b7-82b2-adda7b0aba50,churn,0.154967,0,no_churn,-0.10644040186764,-0.0023141748555826,0.0020701177446335,0.0430449610370942,-0.0473153382678447,-0.172164753663201,0.0259313562936858,0.0181620816464965,Female,56,No,No,Employed,Suburban,College,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd1b0dcb-2adb-499d-99cc-5fda1925b369,churn,0.25635722,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,44,Yes,No,Employed,Urban,College,1671602400
71,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,bf73a653-bb65-4d97-a5f8-de40d501a77d,no_churn,0.12285321,0,no_churn,-0.132657519037321,-0.0039622948017131,-0.0165204373118285,0.035570010904139,-0.0301133439549084,-0.141296784497672,0.0245644094351973,0.0253898076631139,Female,29,Yes,No,Unemployed,Rural,High School or Below,1671602400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac62ea63-e2b8-4a50-a6dd-6317ae7c61d9,no_churn,0.39005935,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,75,No,Yes,Employed,Suburban,Bachelor,1671602400
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,e7bbb410-609d-4f11-91b6-00cdd5efff90,no_churn,0.040655777,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,74,No,No,Employed,Urban,Bachelor,1671602400
4,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b4bcd3ef-9aa0-4604-99ae-1468365a3f11,churn,0.63763046,1,churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Female,67,No,Yes,Employed,Suburban,College,1671602400
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0d78cd84-1ec6-4b5f-b961-55283919b039,no_churn,0.1291227,0,no_churn,0.14227169071235,-0.0085072598870829,0.0150901854661788,0.0822656658938558,0.0079033333785173,0.0928848242832373,-0.0188218481725925,0.0076943228629534,Female,57,No,No,Unemployed,Urban,High School or Below,1671602400
68,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,16510f01-d95a-485d-be59-44465ca5d22f,no_churn,0.032984752,0,no_churn,-0.0672208355048587,-0.0043901024978731,-0.0293352311069429,-0.0238996674128611,0.004524312673484,-0.0944662216615415,-0.0237088593581756,-0.0305295486591148,Female,32,Yes,Yes,Unemployed,Suburban,High School or Below,1671602400
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,f2e18da4-f57e-4392-be88-04936e5e2042,no_churn,0.014018863,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,32,Yes,Yes,Employed,Suburban,High School or Below,1671602400
53,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5e6499fc-f5b5-46c3-a958-df1fe52dd39a,churn,0.6339662,1,churn,0.0015909253091922,-0.0021371571500776,0.138301799072729,0.106722282682936,0.102972990620838,0.0615504143573798,0.0811244603162413,0.0808481457761627,Male,79,Yes,Yes,Unemployed,Suburban,High School or Below,1671602400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,47394094-d8bb-4e62-95e1-fbd5131d75c1,churn,0.41428563,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Female,72,No,Yes,Medical Leave,Suburban,High School or Below,1671602400
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4100ddb4-eb7e-4949-aa57-5ab0dc6f0e85,no_churn,0.15820208,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Female,54,Yes,No,Employed,Suburban,Bachelor,1671602400
54,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,0d95c9bf-73fe-4a70-88e1-3e060c56a027,churn,0.49169168,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,24,No,No,Unemployed,Suburban,Master,1671602400
72,Yes,Yes,Medium Speed,Phone_Support,Two year,<50hrs,Active,9ad33f53-7666-4b6e-9465-f17a0af62ca3,no_churn,0.0044286093,0,no_churn,-0.12879201894114,-0.0019105665277038,-0.0066477312728511,-0.0141139902029954,0.0250678251975386,-0.216419780540728,0.0307602149796275,0.043029894908177,Female,43,Yes,No,Employed,Suburban,High School or Below,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,94af2025-73d6-4bc8-b0a6-50b9b6ea2b5c,churn,0.8777517,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Male,67,No,No,Employed,Urban,College,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fdaf8d30-bf81-4976-8399-6582079f8eb4,churn,0.89838856,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,55,No,Yes,Employed,Urban,Master,1671602400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,affe74d3-dbc9-447f-ad8c-81b9d3434a10,churn,0.8777517,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Female,66,Yes,No,Retired,Urban,Bachelor,1671602400
71,Yes,No,High Speed,Web_Chat_Support,Two year,<50hrs,Active,df5ed553-89a2-4542-a736-bb11699e2560,no_churn,0.043878682,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Male,41,No,Yes,Employed,Urban,College,1671602400
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6fdf59b9-075f-48a8-bea8-a8b18b46b3d2,no_churn,0.7024802,0,no_churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Female,34,No,Yes,Employed,Suburban,Bachelor,1671602400
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,d741d904-f893-4c75-a4fb-92bb986d41f5,no_churn,0.0045431545,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Female,74,Yes,No,Unemployed,Suburban,Master,1671602400
1,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,f7c7af1d-860e-4f01-b758-c14d832bf43c,no_churn,0.22662304,0,no_churn,0.0866122687877032,-0.0102628735212238,-0.0226819651483128,-0.0544168245647597,-0.0236505583013786,-0.167213031092861,-0.0342927146745296,-0.0332459348922748,Male,69,No,Yes,Unemployed,Rural,Bachelor,1671602400
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,85f1a5e9-8771-475a-8b0c-7b1c1db1b7f4,no_churn,0.57803744,0,no_churn,-0.0745102445278644,-0.0082212085922947,-0.0720619685742167,-0.135330752162727,-0.0284607977317136,0.0495152440368656,-0.0046660026653989,0.024709578304828,Male,73,Yes,Yes,Unemployed,Rural,College,1671602400
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,45c82ddf-6fcf-4eab-9b7f-75a5721fd089,churn,0.4970927,1,churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,37,No,Yes,Employed,Suburban,College,1671602400
58,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,0b0dccfe-adbf-40fe-8cc5-2cff8d538c98,churn,0.26240668,1,churn,0.0047995145501226,-0.0003060452118006,0.0772962760487189,0.101882117620316,0.116849508997057,0.0852796615083752,0.189938333082555,0.0939844931782772,Male,37,No,No,Unemployed,Rural,High School or Below,1671602400
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,078ea7b3-afb1-4c12-82a0-1e52d2867994,no_churn,0.0034822853999999,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Female,44,Yes,No,Employed,Suburban,Bachelor,1671602400
7,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,13a31dad-30b1-46f8-b9f7-8b729309892f,churn,0.4807991,1,churn,0.0185107867541819,-0.0049733202442439,0.0559937913214344,-0.078249894989276,-0.0862367694300064,0.0731344293151232,0.064630920422951,0.0588543807164842,Male,57,No,Yes,Employed,Rural,College,1671602400
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d78a024b-f281-42c8-bda3-bb87a7297e7b,no_churn,0.18736571,0,no_churn,-0.228564006189945,-0.0019239534143116,-0.0122076800013701,-0.0683959354966236,0.0190483803479401,0.0321523572143951,-0.0400608938795812,0.0642589116648196,Male,28,No,Yes,Medical Leave,Suburban,Master,1671602400
32,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,b249e1b9-279e-4bd9-be76-1fffce33f72c,churn,0.4937913,1,churn,-0.0191258411665148,-0.0013820816095176,0.0850382725138843,0.0764176389018575,0.0895489533215913,0.124251207102507,0.0989828547930119,0.113138599421345,Female,59,Yes,No,Retired,Suburban,High School or Below,1671602400
51,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,7b210ab6-e0a5-4b5e-8b90-78fb608ec908,no_churn,0.0078181075,0,no_churn,-0.0513268623580552,-0.0040356408543993,-0.0255852051106558,-0.0193778335886963,0.0146727162358729,-0.11202388595013,-0.0239321367252887,-0.0474173057520783,Female,80,No,Yes,Unemployed,Suburban,High School or Below,1671602400
68,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,b206af7c-bac2-4290-ac0f-75a85556425f,no_churn,0.032984752,0,no_churn,-0.0672208355048587,-0.0043901024978731,-0.0293352311069429,-0.0238996674128611,0.004524312673484,-0.0944662216615415,-0.0237088593581756,-0.0305295486591148,Male,63,Yes,No,Disabled,Rural,High School or Below,1671602400
35,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,848994bd-d331-4d88-a866-dbf3f825daa1,no_churn,0.27535132,0,no_churn,-0.111957353624484,-0.0019550929145407,-0.0288179239646888,0.0123610983767048,-0.036996174287342,-0.102025758140517,-0.0265801481494054,0.0269451983051294,Male,77,Yes,Yes,Unemployed,Urban,High School or Below,1671602400
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f8a056e1-78ee-4b66-9ddb-d021674a955f,no_churn,0.5481668,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,62,No,No,Employed,Suburban,High School or Below,1671602400
7,No,No phone service,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,218b5d96-721e-4c82-8696-71c5d1c80529,no_churn,0.0424780659999999,0,no_churn,0.0836203383764223,0.0368643591545787,0.0274915987204622,0.0405264165490916,0.018240461811074,-0.13492026534469,-0.0163682174913447,-0.0244808406544143,Male,34,No,No,Employed,Suburban,College,1671602400
51,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,5a993d1e-85a0-4b42-b6e7-812e4e70c0c4,no_churn,0.0078181075,0,no_churn,-0.0513268623580552,-0.0040356408543993,-0.0255852051106558,-0.0193778335886963,0.0146727162358729,-0.11202388595013,-0.0239321367252887,-0.0474173057520783,Female,69,Yes,Yes,Unemployed,Urban,High School or Below,1671602400
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,701acc86-3b9b-4285-bb2c-2aebd42974ae,no_churn,0.62206244,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,43,No,Yes,Employed,Suburban,Bachelor,1671602400
3,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b7c8f88b-42d6-48a5-8192-3d0e8d6771a2,no_churn,0.1955744,0,no_churn,0.0246445300697905,-0.0121225430177401,-0.0722477899680052,-0.130914722006801,-0.0406005407203701,0.0630674454084874,-0.0408941077330564,-0.0549584229052652,Female,56,Yes,Yes,Unemployed,Suburban,Master,1671602400
51,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,1b0a5c12-4097-4e75-abc8-221ffaedf4fa,no_churn,0.1630004,0,no_churn,-0.16242579753196,-0.0018146756265014,0.0051713990255666,0.0102058187318107,0.0371368451295165,-0.136929983533728,0.0408000285881462,0.0521635491536835,Female,54,No,Yes,Employed,Suburban,High School or Below,1671602400
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,534a2797-172e-4ab0-87bd-c6a865b71bde,no_churn,0.0134113669999999,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Male,26,No,Yes,Unemployed,Suburban,Bachelor,1671602400
13,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,533761ef-d688-423a-8081-757bb8cd1e28,no_churn,0.18134502,0,no_churn,-0.0484932147639301,-0.0164870928878372,-0.0769766402719324,-0.0442093413698785,-0.038674271494292,0.0426773645600496,-0.0278532779881516,-0.0319213891612162,Male,43,No,Yes,Unemployed,Suburban,College,1671602400
17,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,49a660eb-5c78-482c-ad3b-83841ba63906,no_churn,0.016055161,0,no_churn,0.0276700800939943,-0.0034788154208945,-0.0093659145901438,-0.0569693819050007,0.0087454414696185,-0.168610923795495,-0.0277783851056301,-0.0392382537322373,Female,64,No,Yes,Retired,Suburban,High School or Below,1671602400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,9de4e53f-2307-4784-b6ca-a3bdfc06cecd,no_churn,0.7205651,0,no_churn,-0.0388761063459151,-0.0027863019272263,0.0544735617431069,-0.029963914688742,0.0167432547127009,0.0968816668933141,-0.0602534840395674,0.0284694603696061,Male,62,Yes,Yes,Employed,Suburban,College,1671602400
64,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,b74ca40b-86f1-4540-bbf3-901679de0b52,no_churn,0.05199864,0,no_churn,-0.114387367888121,-0.0024771395309653,-0.0172477658106981,-0.0168513063485261,0.0113957616756033,-0.178781205156174,0.0310887841787825,0.0315674208633026,Female,67,No,Yes,Employed,Rural,Bachelor,1671602400
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6bfac7cc-db23-4f8f-a291-0e76812931ab,no_churn,0.26604572,0,no_churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Female,48,No,No,Employed,Suburban,Bachelor,1671602400
27,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,865cff5e-50f2-47da-9d7f-6f1ba4cf29a3,no_churn,0.094240285,0,no_churn,-0.120741843967517,-0.0080706663106866,-0.0191337090062188,-0.0570259939264542,-0.0457935452721903,0.0346266916537661,-0.0278295158000582,-0.0250575688810022,Female,29,No,Yes,Unemployed,Urban,Bachelor,1671602400
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,75df7d3f-7e8d-46a8-8068-798875229489,no_churn,0.5481668,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,44,Yes,Yes,Employed,Suburban,College,1671602400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d9ad4077-c369-4704-872f-2a2e1dce351a,no_churn,0.5420495,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,42,No,Yes,Medical Leave,Suburban,College,1671602400
23,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e86d1d6e-f7cd-42d9-a513-3498c23fc12f,no_churn,0.0179372839999999,0,no_churn,-0.0613883491493197,-0.0042870816809227,-0.0511846075106313,-0.0212407618140969,-0.0238046425155607,-0.0652303418269184,-0.0178660605522236,-0.0240243066303719,Female,56,Yes,No,Employed,Suburban,Bachelor,1671602400
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e0985b38-4e28-44ae-a4d6-18fbe59c321f,churn,0.63054967,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,64,Yes,Yes,Employed,Suburban,College,1671602400
5,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,73c740d4-a167-49f4-a788-f401e6e2779d,churn,0.5721956,1,churn,0.149546602283044,-0.0256486997277988,-0.0129057240535848,0.0006077961058599,0.132527346769471,0.136241356458581,0.032805979337877,0.0412158589418686,Male,78,No,No,Employed,Suburban,Doctor,1671602400
60,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,6e992666-1a4f-4693-8000-a341246ec12a,no_churn,0.09019982,0,no_churn,-0.123646559584759,-0.0069004132898407,-0.0090281708826114,-0.0405206369009374,-0.0679898663372841,-0.0604306741404525,0.0120294963780861,0.0274606721761074,Male,33,No,No,Retired,Suburban,High School or Below,1671602400
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,01804190-8705-4ffe-a62f-0329f4302280,no_churn,0.24401553,0,no_churn,0.166007157228996,-0.0100524944071003,0.0801762970326308,-0.0562051373535359,0.0829312448541895,0.122024730556095,-0.0297086341894828,-0.0457434310590997,Male,77,No,No,Employed,Suburban,High School or Below,1671602400
52,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,95d927ca-b768-40b9-901b-0ea3f1a1f120,no_churn,0.01878422,0,no_churn,-0.0714904818414652,-0.0053491516400026,-0.0101567984607027,-0.0412237433334848,0.0071984137948129,-0.089305441397646,-0.0301823612338921,-0.0285165886688628,Female,63,Yes,No,Medical Leave,Suburban,High School or Below,1671602400
22,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b8a14800-2b81-4a88-9496-49c28b492ad2,no_churn,0.2946881,0,no_churn,0.0554912664391395,-0.0018908473398369,0.110856770014843,0.135424632129125,-0.0094667914510091,0.104918956310698,-0.0121923671634067,0.0032846185181006,Female,48,Yes,No,Employed,Suburban,High School or Below,1671602400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,3dbf09df-2812-4a41-8812-d9a526391999,no_churn,0.17671539,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,47,No,Yes,Employed,Suburban,College,1671602400
0,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,c959dbe6-8539-4f49-bbfd-0608daca2d4d,no_churn,0.020635732,0,no_churn,0.0678338762234671,-0.0049153928974192,-0.0155808973086095,-0.0708714658071767,0.0061377271253331,-0.176509337900916,-0.029116694926779,-0.0435039670871628,Female,48,No,No,Retired,Urban,Master,1671602400
3,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,dfd72ad4-978c-487f-aa34-0f698047e537,no_churn,0.1955744,0,no_churn,0.0246445300697905,-0.0121225430177401,-0.0722477899680052,-0.130914722006801,-0.0406005407203701,0.0630674454084874,-0.0408941077330564,-0.0549584229052652,Male,32,No,No,Employed,Rural,High School or Below,1671602400
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aa1f7f88-0d6a-40e4-914b-5b1ac418abd2,no_churn,0.1291227,0,no_churn,0.14227169071235,-0.0085072598870829,0.0150901854661788,0.0822656658938558,0.0079033333785173,0.0928848242832373,-0.0188218481725925,0.0076943228629534,Male,68,No,No,Employed,Rural,Master,1671602400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5d2e9583-31b6-4234-90a0-317ccd1ad58e,no_churn,0.31449354,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,80,Yes,No,Employed,Suburban,High School or Below,1671602400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5c9d500c-5a9d-4fc5-9c8b-18d328623372,churn,0.5055728,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,22,Yes,No,Employed,Suburban,College,1671602400
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cb688ae3-4418-411c-8600-30020076f73e,no_churn,0.11819661,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Male,58,No,No,Unemployed,Rural,Bachelor,1671602400
42,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,01d77ccd-d432-45c7-be52-318ddbe3e167,no_churn,0.44987237,0,no_churn,-0.0311963908773668,-0.0086394648581699,-0.0395215492826719,0.0567519278190775,-0.0901377631400191,0.0456003169813538,-0.0525948807461645,0.0307116528457845,Male,75,No,No,Unemployed,Suburban,College,1671602400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,f9ae8780-b2bd-4c0d-b4e6-80865870a04a,no_churn,0.032712612,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Female,76,Yes,Yes,Unemployed,Suburban,High School or Below,1671602400
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,2b34748b-366c-4d09-8ba6-0f2af4c832d4,no_churn,0.045979373,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,54,No,No,Employed,Suburban,Bachelor,1671602400
48,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,4608bcfd-c7a0-4062-9907-805d34818027,no_churn,0.0453861,0,no_churn,-0.0299219715865183,-0.0072863341954507,-0.0099806541478392,-0.0146232576282454,-0.0290057152046756,-0.0485430665840613,-0.0260266881756797,-0.0236384637678566,Female,24,No,No,Unemployed,Suburban,High School or Below,1671602400
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a7f719e0-56f0-49fc-b664-df6a18cbe55e,no_churn,0.15820208,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,21,No,No,Employed,Suburban,High School or Below,1671602400
59,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,f2faeed6-6976-4fe6-a7bc-19d3efb35b9e,no_churn,0.21272022,0,no_churn,-0.173010969272045,-0.0021118000872229,0.0295380277491676,-0.0689534584389184,0.0097538055243967,-0.0859339935269872,0.0271959270296429,0.0478296393834898,Male,48,No,Yes,Employed,Suburban,Master,1671602400
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,d99d9918-4dcc-4ddf-86e6-6863f1586ea4,no_churn,0.16484512,0,no_churn,0.119667578985418,-0.0003819582529104,0.0435841752164697,0.0114400374268689,0.0882117839649436,0.130328800296211,0.104834014599273,0.134289424513463,Female,42,No,No,Disabled,Suburban,High School or Below,1671602400
46,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,a9f51219-b28b-4746-977d-2f12d340ffcc,no_churn,0.22344838,0,no_churn,-0.176050860479163,-0.003854868157714,0.0151781346781444,0.033448713281532,-0.0681219445958868,-0.0353883144249175,-0.0052277296417378,0.0309907176875276,Female,78,Yes,Yes,Employed,Rural,High School or Below,1671602400
71,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,3df134e8-0025-4a1a-9793-c6cedd759baf,no_churn,0.12285321,0,no_churn,-0.132657519037321,-0.0039622948017131,-0.0165204373118285,0.035570010904139,-0.0301133439549084,-0.141296784497672,0.0245644094351973,0.0253898076631139,Male,52,No,No,Employed,Suburban,Doctor,1671602400
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,6065ec84-3685-466c-a1ac-69f7e0b47a7c,no_churn,0.18736571,0,no_churn,-0.228564006189945,-0.0019239534143116,-0.0122076800013701,-0.0683959354966236,0.0190483803479401,0.0321523572143951,-0.0400608938795812,0.0642589116648196,Female,24,Yes,Yes,Employed,Suburban,College,1671602400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5a6fb484-88c1-4cef-a373-5fca9179703b,no_churn,0.39005935,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,60,No,Yes,Employed,Suburban,Bachelor,1671602400
58,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,c2cae785-75be-4154-9e53-0a4e65a50c47,churn,0.26240668,1,churn,0.0047995145501226,-0.0003060452118006,0.0772962760487189,0.101882117620316,0.116849508997057,0.0852796615083752,0.189938333082555,0.0939844931782772,Female,30,No,Yes,Unemployed,Rural,High School or Below,1671602400
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,39b75ad7-285e-4000-9d4a-2ae883b0c48b,no_churn,0.36432403,0,no_churn,-0.199263614792694,-0.010665338587878,-0.013267619345388,0.0227067931758938,-0.050105081364527,0.0651113520715944,-0.0288170991400147,-0.0547255400119047,Male,29,Yes,Yes,Disabled,Suburban,High School or Below,1671602400
35,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,904cf7ce-6ac3-4f47-895f-1e004f3d6df8,churn,0.154967,0,no_churn,-0.10644040186764,-0.0023141748555826,0.0020701177446335,0.0430449610370942,-0.0473153382678447,-0.172164753663201,0.0259313562936858,0.0181620816464965,Female,62,Yes,Yes,Employed,Suburban,College,1671602400
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,48f646e8-03d5-4405-b5c3-3c30f4126035,no_churn,0.649023,0,no_churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,67,No,Yes,Employed,Suburban,Bachelor,1671602400
52,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,e26a5391-394d-44ab-a8bb-2d983d57c4b6,no_churn,0.009239662,0,no_churn,-0.0434336920816531,-0.0033476293291641,0.0129289499463811,-0.0052572281464745,0.0183451641092142,-0.207856510328456,-0.0163750050414273,-0.0240302011112726,Female,68,No,No,Employed,Suburban,Bachelor,1671602400
5,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3e1b6ba4-9a86-4e33-bdea-d51183815dad,no_churn,0.5075754,0,no_churn,0.163217512013907,0.0633270933802578,0.0126349429996253,0.0399802801750411,0.0850058833108414,0.145612441507324,-0.0206511433599689,-0.0206297028842527,Female,20,No,No,Employed,Urban,High School or Below,1671602400
33,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,f1a87118-9e5d-4336-990c-9327bcdc08a6,no_churn,0.05702343,0,no_churn,-0.0283304655210031,-0.0023100217118553,-0.002596902733012,0.0686341352844738,-0.0526962582293163,-0.19570138147652,-0.0087483089510715,-0.0072769489615529,Male,30,No,No,Medical Leave,Suburban,High School or Below,1671602400
26,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9078237a-67a2-4632-87fd-c8bba9936773,no_churn,0.1282758,0,no_churn,-0.0826902321591478,0.0634846227646448,0.0108771038982376,-0.0044979035200231,-0.0021324812329294,0.0585142186294797,-0.0429118718015888,-0.0533362730072804,Female,41,No,No,Unemployed,Urban,High School or Below,1671602400
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,1072afa9-ebec-4d5c-9616-672676048102,no_churn,0.16484512,0,no_churn,0.119667578985418,-0.0003819582529104,0.0435841752164697,0.0114400374268689,0.0882117839649436,0.130328800296211,0.104834014599273,0.134289424513463,Male,57,No,Yes,Employed,Suburban,Bachelor,1671602400
11,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,285c4cd4-a0eb-478c-87ff-4cd92dc9e545,no_churn,0.3475725,0,no_churn,-0.0684373778670851,-0.042067303602671,-0.0236373347582093,-0.0345481306400051,-0.0830572467947695,0.051056062557177,-0.0404314646773582,-0.0279033554265424,Female,32,Yes,Yes,Medical Leave,Suburban,Bachelor,1671602400
19,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,ceeae99f-ac9a-40dc-ae6d-ececd290472a,no_churn,0.023003489,0,no_churn,-0.0161188498307183,-0.0055865687469668,-0.0299400347555638,-0.0444429083937939,0.0033902281139762,-0.0943329960345636,-0.0402353726309593,-0.0417596515397508,Female,39,No,No,Unemployed,Urban,High School or Below,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd94390e-704f-4462-8f0e-6bd50b4f119f,churn,0.7838533,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,57,No,No,Employed,Suburban,Master,1671602400
6,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,1788df0f-ce89-4749-ba10-e7e5404114db,no_churn,0.019160347,0,no_churn,0.0051624363465271,-0.0042158342649418,-0.0132632677638684,-0.0302087251283774,0.0032801106027727,-0.156695978882917,-0.0398763661771226,-0.0332085272167114,Female,60,Yes,Yes,Retired,Rural,College,1671602400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,53eebd55-c0e7-4460-a95a-08a71d9981bd,churn,0.41428563,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Male,62,No,Yes,Employed,Suburban,Bachelor,1671602400
31,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,452fdcaf-cc07-403b-99d7-6923d48b75ba,no_churn,0.025891207,0,no_churn,-0.0561492789004751,-0.003988457606174,-0.0148267341494556,-0.0609702242855837,-0.016905388259147,-0.0770806006367092,-0.0175221333336048,-0.02158333448358,Female,64,Yes,No,Retired,Suburban,High School or Below,1671602400
23,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,ea344edc-cef9-4d4c-bad7-29aa12bb284f,no_churn,0.0179372839999999,0,no_churn,-0.0613883491493197,-0.0042870816809227,-0.0511846075106313,-0.0212407618140969,-0.0238046425155607,-0.0652303418269184,-0.0178660605522236,-0.0240243066303719,Male,74,No,No,Employed,Suburban,College,1671602400
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,1bc04426-0a16-4fd0-8770-3e45c14681af,no_churn,0.16484512,0,no_churn,0.119667578985418,-0.0003819582529104,0.0435841752164697,0.0114400374268689,0.0882117839649436,0.130328800296211,0.104834014599273,0.134289424513463,Female,45,No,No,Unemployed,Urban,High School or Below,1671602400
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,451651c9-dd05-4c8d-aa27-8db0efea96e7,no_churn,0.33973503,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,65,Yes,Yes,Employed,Suburban,Bachelor,1671602400
52,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,5e8e2218-07aa-4190-a26c-237a44e55376,no_churn,0.18582805,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Male,61,No,Yes,Employed,Suburban,Bachelor,1671602400
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4b8821c2-d173-4c17-a9a7-2b17bf37c5d0,no_churn,0.4014986,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Male,76,No,No,Employed,Suburban,Bachelor,1671602400
65,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,32bf0bab-61b7-4d2a-a1b0-788a17f169b5,churn,0.016781885,0,no_churn,-0.112189858939837,-0.0014783856358917,-0.0039132455169965,0.0047952381680443,0.0101354841246939,-0.240154151035767,0.039892383041988,0.0538863822097118,Male,42,No,Yes,Employed,Suburban,Bachelor,1671602400
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,e2581a60-ddbe-41bf-8826-af24ad3e63ca,no_churn,0.53873074,0,no_churn,-0.0288690739346202,-0.0074699650103866,-0.0206538764717515,-0.0788160507563043,-0.154734967610893,0.0351827977432731,0.0103031846951125,0.0070437019172732,Male,23,No,Yes,Retired,Urban,High School or Below,1671602400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6c831811-69de-4e03-ab78-10352e7b5639,no_churn,0.49284372,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,24,No,No,Employed,Suburban,Bachelor,1671602400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,b6fcc8bc-9109-45ff-aa92-9e8837b7a6eb,no_churn,0.05013333,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,22,No,No,Employed,Suburban,College,1671602400
65,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,1df614e5-683b-42f0-8231-bea8e8edd1c9,no_churn,0.016781885,0,no_churn,-0.112189858939837,-0.0014783856358917,-0.0039132455169965,0.0047952381680443,0.0101354841246939,-0.240154151035767,0.039892383041988,0.0538863822097118,Male,69,Yes,Yes,Unemployed,Suburban,Bachelor,1671602400
37,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,193e0ea6-ee00-4217-af0b-8fb9242fd5b7,no_churn,0.089571826,0,no_churn,-0.0716751340163773,-0.0030429901492425,-0.0087098045033235,0.0566504506090677,-0.0429287595936239,-0.176418549526388,-0.0116685297791264,-0.0112328350648931,Male,75,Yes,Yes,Employed,Suburban,Bachelor,1671602400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fef1323f-0c31-453d-ba14-6293f0ac5d16,churn,0.41428563,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Male,79,Yes,No,Disabled,Suburban,Bachelor,1671602400
20,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fc8e3aad-a581-454d-a17b-01dfd61cc0b5,no_churn,0.1928461,0,no_churn,-0.144515433939159,0.0401997810615193,0.0022020085847407,-0.0498994159031917,0.0217223509221548,0.0568053309676133,-0.054961210353972,-0.0605795630335433,Male,50,No,Yes,Employed,Rural,Master,1671602400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,318e9885-d603-4813-b9e3-6f931cb6f8cd,no_churn,0.05013333,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,47,No,No,Employed,Urban,College,1671602400
9,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,dc5be0ac-368c-4d19-bc94-6533f39a89c4,no_churn,0.49622646,0,no_churn,0.0035356332285391,-0.0055414772514996,-0.0913644373713532,-0.0682701807932835,0.0664976395399753,0.0898053149994575,0.0546541716723368,0.0493119460197613,Male,80,No,No,Unemployed,Suburban,Bachelor,1671602400
67,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,7ec7dd54-2466-4313-ad5b-3ef97b4071f3,no_churn,0.07605916,0,no_churn,-0.0580357451828422,-0.0033517588286122,0.0107866973071395,-0.0802193562344928,-0.0329774920385352,-0.109182235129219,0.0273277515940344,0.0266259859824231,Female,70,No,Yes,Employed,Suburban,College,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ceff9c1b-1cd0-4335-849b-9f7fb5612909,no_churn,0.8782551,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,43,No,No,Unemployed,Suburban,Bachelor,1671602400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,62adba00-12dd-423e-bc31-1f036bc910e4,churn,0.6817998,1,churn,0.273244120570471,-0.0066881578208267,-0.0332032329333196,0.0050854471816819,0.167521886638606,0.145771601173728,0.0943869265205648,0.0848552624085641,Male,39,Yes,Yes,Employed,Rural,High School or Below,1671602400
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5d11411-23dc-458d-adbe-233185da784a,no_churn,0.06743605,0,no_churn,-0.272959849050935,-0.0043824964672421,0.0127778619731907,0.0046495911011516,-0.0119359049276044,0.0344837827096262,-0.0132600458951128,-0.0183990891876692,Male,65,No,Yes,Employed,Urban,Master,1671602400
59,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,0dc06d34-7f2f-46be-a88b-513779c4dde2,no_churn,0.21272022,0,no_churn,-0.173010969272045,-0.0021118000872229,0.0295380277491676,-0.0689534584389184,0.0097538055243967,-0.0859339935269872,0.0271959270296429,0.0478296393834898,Male,58,No,No,Unemployed,Suburban,Bachelor,1671602400
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,60c36bfb-89a5-42b4-9821-feb1d251decc,no_churn,0.7024802,0,no_churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Female,43,No,Yes,Employed,Suburban,High School or Below,1671602400
67,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,702379a1-21de-46aa-9406-0bacd3ec5778,no_churn,0.006849753,0,no_churn,-0.0589529549756298,-0.0035427519340555,-0.0199223936192447,-0.0192223317486423,0.0028768402897367,-0.124343433298054,-0.0207146518674017,-0.0252044762997138,Male,26,No,No,Unemployed,Rural,High School or Below,1671602400
49,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ac009425-6e01-4e08-87a8-fabd9a59fa4c,no_churn,0.20553845,0,no_churn,-0.148717477953187,0.0136131905933962,-0.0129173598837951,-0.0368530330635894,-0.0624057497710509,0.0402456926780905,-0.0276972662912248,-0.0242941482457354,Male,79,No,Yes,Employed,Suburban,Bachelor,1671602400
54,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,d3dcf965-e5ba-4d98-96be-c28c3fd1e229,churn,0.49169168,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Male,74,No,Yes,Medical Leave,Suburban,Bachelor,1671602400
66,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,42836865-fb4d-4f03-86f3-e1d3bf55648f,no_churn,0.01081804,0,no_churn,0.101380488530585,0.0019865824434418,0.0631307721692792,0.0395392946943866,0.0404235121007877,-0.038254784604469,-0.0129347517907262,0.0103852831521544,Male,32,No,No,Unemployed,Suburban,High School or Below,1671602400
52,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,75b2b8ba-8790-4ffa-948e-b413b922cce5,no_churn,0.009239662,0,no_churn,-0.0434336920816531,-0.0033476293291641,0.0129289499463811,-0.0052572281464745,0.0183451641092142,-0.207856510328456,-0.0163750050414273,-0.0240302011112726,Male,38,No,Yes,Unemployed,Urban,High School or Below,1671602400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca8c9cc7-2521-457a-ae53-ef155b126b93,churn,0.5055728,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,24,Yes,Yes,Employed,Rural,College,1671602400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,82fa0cae-ef09-47d3-99d1-ec74b04b5476,no_churn,0.06874164,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Male,40,No,No,Employed,Suburban,College,1671602400
53,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6ada6af1-7ea9-41ea-9a89-486444bcfa15,churn,0.6339662,1,churn,0.0015909253091922,-0.0021371571500776,0.138301799072729,0.106722282682936,0.102972990620838,0.0615504143573798,0.0811244603162413,0.0808481457761627,Female,20,Yes,No,Employed,Suburban,High School or Below,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ba83145a-529d-4731-9b25-9ef64e51164d,no_churn,0.78407496,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,38,No,No,Employed,Suburban,College,1671602400
67,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,af2c1335-4010-4365-b057-115c7018b32c,no_churn,0.07605916,0,no_churn,-0.0580357451828422,-0.0033517588286122,0.0107866973071395,-0.0802193562344928,-0.0329774920385352,-0.109182235129219,0.0273277515940344,0.0266259859824231,Female,54,No,No,Unemployed,Urban,Master,1671602400
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bbefe039-b872-4dd6-96f1-531c7cce77fe,no_churn,0.24401553,0,no_churn,0.166007157228996,-0.0100524944071003,0.0801762970326308,-0.0562051373535359,0.0829312448541895,0.122024730556095,-0.0297086341894828,-0.0457434310590997,Male,70,No,No,Employed,Suburban,High School or Below,1671602400
26,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ffc61b13-d34a-4fb6-a3ac-ade2c8d97978,no_churn,0.1282758,0,no_churn,-0.0826902321591478,0.0634846227646448,0.0108771038982376,-0.0044979035200231,-0.0021324812329294,0.0585142186294797,-0.0429118718015888,-0.0533362730072804,Female,37,No,No,Unemployed,Suburban,College,1671602400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,107ce426-67ee-4ff8-914b-5d03da7cb667,churn,0.5996127,1,churn,-0.0021605022001949,-0.0032450641943432,0.0487093996277235,0.0438870093605874,0.0391812704633775,0.129435079827272,0.0925019865348531,0.084307535243679,Female,23,No,No,Employed,Suburban,College,1671602400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e6c677de-2d34-4398-97af-a3a6c6306478,no_churn,0.8782551,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,46,No,Yes,Employed,Suburban,High School or Below,1671602400
38,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,a98b9e56-186a-454e-94a3-fe2edc77c3c5,no_churn,0.19434623,0,no_churn,0.0043640587423487,-0.002239834234806,0.0390675111406471,0.0832897825180407,-0.0282316994378379,-0.0094248720164796,0.021591394128045,-0.0174424900793746,Female,77,No,No,Unemployed,Suburban,College,1671602400
20,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,23070a70-e0ec-419c-a164-50dd9b9f88fa,no_churn,0.122382104,0,no_churn,0.0406219941763629,-0.0019569508096265,0.0342286603205821,-0.0163604599659174,0.0219370232106803,-0.0071681180601717,-0.0078130208744005,-0.0075152777000585,Male,25,No,No,Employed,Suburban,College,1671602400
19,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,00b3764f-ab55-4618-8462-345297614374,no_churn,0.404598,0,no_churn,-0.116211055652484,0.0412183129746608,0.0069015453310612,-0.0920808685464726,0.0305844323574638,0.059225022661044,-0.0548220470812384,-0.0638414938505411,Female,78,No,No,Employed,Rural,High School or Below,1671602400
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9e6a0ffc-08d6-4e59-856d-4351edbc8883,no_churn,0.33973503,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,52,No,Yes,Unemployed,Suburban,College,1671602400
64,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,e5149090-26e7-499b-9d17-115b4a65f041,no_churn,0.05199864,0,no_churn,-0.114387367888121,-0.0024771395309653,-0.0172477658106981,-0.0168513063485261,0.0113957616756033,-0.178781205156174,0.0310887841787825,0.0315674208633026,Male,47,No,No,Unemployed,Suburban,High School or Below,1671602400
64,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,701478a5-80f5-4a96-aa33-cbc72a6e99a4,no_churn,0.05199864,0,no_churn,-0.114387367888121,-0.0024771395309653,-0.0172477658106981,-0.0168513063485261,0.0113957616756033,-0.178781205156174,0.0310887841787825,0.0315674208633026,Female,45,No,Yes,Employed,Suburban,Bachelor,1671602400
18,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,a735e9d9-67cd-42e3-8b6c-fa103cafe0e8,churn,0.5064948,1,churn,-0.0287049103380923,-0.0051815669103598,-0.0570806973433173,-0.0418666941769151,-0.0239809605998016,0.0643184629558527,0.113145083036252,0.0761584655541992,Male,53,No,No,Employed,Suburban,College,1671602400
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,bee2e386-b364-4b63-a002-b4d955807ffc,no_churn,0.014018863,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,57,No,Yes,Employed,Urban,Bachelor,1671602400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,95589d53-d47c-49f4-a6ac-cf8193685c4d,no_churn,0.06874164,0,no_churn,-0.0761557878328221,-0.0073350304759878,-0.0223726773997441,-0.0526533554761044,-0.0582952512605152,0.0339428696972208,-0.0401177746061239,-0.0247891441755746,Female,40,No,Yes,Employed,Suburban,Bachelor,1671602400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,912b43f1-217e-4b89-be08-0370ffa392d8,churn,0.69039685,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,35,Yes,No,Unemployed,Urban,Master,1671602400
8,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,954a8329-b615-41e5-928c-d5b4d15e59cc,no_churn,0.044631112,0,no_churn,-0.0047085677952236,-0.0057123397697796,-0.0188813551280691,-0.0526586800229961,-0.0398496125011206,-0.0956325945687422,-0.0242245812067085,-0.0273584215746996,Female,27,No,Yes,Unemployed,Suburban,High School or Below,1671602400
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,06c74648-68be-436b-9a37-33fd1b4b3ac0,no_churn,0.040655777,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,51,No,Yes,Employed,Suburban,College,1671602400
25,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f0e0cbe0-5f50-414e-a714-f7cd5c3f53f1,churn,0.719832,1,churn,-0.0149896691897265,-0.007187650180349,-0.0825925944013579,0.0906174006731998,0.133864295756393,0.0826934622223779,0.0793966500726128,0.109171952240176,Female,60,Yes,No,Employed,Rural,College,1671602400
33,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,1546c73c-7fe5-421e-8699-f234d23d4f2e,no_churn,0.06849884,0,no_churn,-0.0182890198293262,-0.0048482839819553,-0.0071638547873226,-0.0786836468205183,0.013960753462843,-0.0967562760905093,-0.0371948306874401,-0.0400509935785157,Female,66,No,No,Medical Leave,Rural,College,1671602400
25,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,b5e67919-3f64-4da3-9b12-5300748f52e2,no_churn,0.719832,1,churn,-0.0149896691897265,-0.007187650180349,-0.0825925944013579,0.0906174006731998,0.133864295756393,0.0826934622223779,0.0793966500726128,0.109171952240176,Male,60,No,No,Employed,Urban,College,1671602400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,04f55726-5b68-482b-a31a-49f2e3c5da31,no_churn,0.35581502,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,39,No,No,Unemployed,Rural,College,1671602400
68,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,b68a9820-5c1e-4603-a1a4-c67e2b4394fb,churn,0.1486666,1,churn,-0.0620604260677828,0.0001825129245662,0.0858517677113559,0.0306144375652365,0.089899785732523,-0.0255242742865175,0.12010006675182,0.0999099890997422,Female,30,No,No,Employed,Suburban,College,1671688800
36,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,99fb75ba-94d1-4185-96c8-fb906088d6a1,no_churn,0.10697157,0,no_churn,-0.078326014043796,-0.0046262329622186,-0.084318137085529,-0.0327647350179086,0.0062968037208111,0.0765168873401262,0.0649138472051618,0.0440909563770651,Male,30,No,No,Unemployed,Rural,High School or Below,1671688800
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,b08fc8bf-9fc9-48d6-ad4d-f13430b923e6,no_churn,0.0049935887,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Female,32,Yes,No,Employed,Urban,High School or Below,1671688800
12,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,cce25fd0-895e-487b-b97e-85870989f6d2,churn,0.49537587,1,churn,-0.0146290481490586,0.011823002376077,-0.0062575963811832,-0.0653302294182731,-0.146307677854193,0.0612103775077184,0.0171006831417253,0.0333643349502153,Male,78,Yes,Yes,Employed,Rural,Bachelor,1671688800
69,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,b93715d1-fdfb-4e28-b989-fa45c540e871,no_churn,0.013277655,0,no_churn,-0.0608579269588335,-0.0017818456703389,0.026255216937152,-0.0318501450917574,0.0331146821053153,-0.254322448609282,0.0594007577960292,0.0510155583597224,Male,31,No,Yes,Employed,Rural,High School or Below,1671688800
67,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,b1a2db2a-b5b9-40d7-b95a-4e11477e307f,no_churn,0.0080623309999999,0,no_churn,-0.11983872381561,-0.002103432576805,-0.0131508402649706,0.0030211644992959,0.0335722005244315,-0.183818676501887,0.0418343666811051,0.0514577905828809,Female,77,Yes,No,Employed,Urban,Master,1671688800
50,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,5b11a442-6944-4b79-b4bb-37e11ae1f711,no_churn,0.11296296,0,no_churn,-0.116316256797891,-0.0025819504422906,-0.0209824961666709,-0.027195518221597,0.0215913450827793,-0.130294646154416,0.0215408512449721,0.0452125214489933,Male,75,Yes,No,Employed,Rural,Bachelor,1671688800
52,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,6ae142a5-27dd-4247-82aa-b3e1061b7228,no_churn,0.09980209,0,no_churn,-0.030051568379913,0.0003764665947528,0.0028340205629137,0.0885611561441328,0.0806813877834429,0.0044447035959274,0.0887513527930968,0.0853763396601971,Female,56,No,No,Employed,Suburban,Master,1671688800
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,2b03a500-6977-4be6-991f-35b53399a90b,no_churn,0.011228752,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,23,No,Yes,Employed,Suburban,Bachelor,1671688800
49,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,e97d91cb-2f17-4d59-91b8-09274e29f79b,churn,0.14039981,1,churn,-0.0187741596713112,-0.0020689170186869,-0.0116835382740282,-0.0291015776120184,0.0890434746644314,-0.0270490252356285,0.0576200277119915,0.08298756866443,Male,23,Yes,No,Employed,Suburban,High School or Below,1671688800
69,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,65d64b88-8e03-4d66-89a5-065c452674e0,no_churn,0.020048443,0,no_churn,-0.102935520144019,-0.0022213392774119,-0.0334826099731981,-0.0158805251844478,0.0301590439239407,-0.204065644269822,0.0320947771314422,0.0473056666000684,Male,47,No,Yes,Unemployed,Suburban,College,1671688800
60,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,97c00d61-0841-4eae-a986-fa32e0669fc9,no_churn,0.031723436,0,no_churn,-0.0846393453271366,-0.006132258869693,-0.0081454467179355,-0.0416396856663004,-0.0464988978375186,-0.0755162737520458,0.0235877406643521,0.0299580156788147,Female,47,No,No,Employed,Urban,College,1671688800
59,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,a9324c68-d425-4c15-916d-ebee34b83343,churn,0.0508099,0,no_churn,-0.123514883131666,-0.0035708722258641,0.0174546739373181,-0.014227324913063,-0.0781347512991487,-0.105886450922262,0.0198331786757626,0.0390202768180461,Female,56,No,No,Disabled,Suburban,Bachelor,1671688800
71,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,a57ce6bc-6f3f-472f-b502-10a83c6c0861,no_churn,0.052232772,0,no_churn,-0.11998228623459,-0.004019994120299,0.0051396318203114,-0.0064639102515047,-0.0166143585310874,-0.064633432208484,0.0059211072831249,0.0416270905358533,Male,50,No,No,Employed,Suburban,College,1671688800
29,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,8db9389c-5f29-424f-9905-967d360c72d3,no_churn,0.0228682329999999,0,no_churn,-0.0729952973972922,0.0151447264991202,0.007017470636747,-0.0580711847606107,0.0195870771882255,-0.103922150119352,-0.0311831725308002,-0.0446036219685447,Female,36,No,Yes,Employed,Suburban,Bachelor,1671688800
60,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,7d8acb54-a999-40c6-85fa-d42784845b0f,no_churn,0.019874893,0,no_churn,-0.0446642876648274,-0.0064707387544876,-0.0129525529648162,-0.0452598953730012,-0.018796030643225,-0.0926497162920804,-0.0190161852197343,-0.0192167435517058,Male,25,Yes,No,Employed,Suburban,College,1671688800
43,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,48d04127-0680-41a3-96c8-1645680f0821,no_churn,0.0440235359999999,0,no_churn,-0.0695997217379863,0.0567696170795534,0.0092574509567748,-0.0184067848340419,-0.0173051999612016,-0.044203698843421,-0.020073430025368,-0.0154643820313322,Male,33,No,Yes,Employed,Suburban,High School or Below,1671688800
21,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,38183b5c-c012-4b37-b663-10539649faec,no_churn,0.11259016,0,no_churn,-0.0255488389125457,-0.0049294715286305,-0.0375730656489395,-0.0240155236808823,-0.0080264881360471,-0.0925221816181783,-0.0391515866049394,-0.0372589970703938,Male,71,No,No,Employed,Urban,Bachelor,1671688800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,2da9b4a6-e26e-49ba-9675-e61e336e6fa1,no_churn,0.029108427,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,36,No,No,Employed,Urban,Master,1671688800
17,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,07c5f95e-8ba2-4d31-b63c-e5c85e903fa4,no_churn,0.12761469,0,no_churn,0.019600818366207,-0.0078477931649149,-0.0943031222275067,-0.053709321152728,-0.109766379070575,0.0407495119012855,-0.0231526826439221,-0.0305971826775021,Male,73,Yes,No,Retired,Rural,Bachelor,1671688800
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,aeb54ec6-cb77-4896-aa2c-5964367b51d8,churn,0.41949096,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,43,No,Yes,Unemployed,Suburban,Bachelor,1671688800
69,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,49f78679-05ea-4a36-b36c-c207693f17ce,no_churn,0.013982423,0,no_churn,-0.0893663717484105,0.0084641281629137,-0.0038830122394847,-0.0149552757487799,0.0031222354006604,-0.135179156440513,-0.0163121887120314,-0.0209165124053788,Female,42,No,No,Employed,Suburban,High School or Below,1671688800
5,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dbb76ce6-370f-4612-bd9d-f42e5eea6bce,churn,0.27416813,1,churn,0.166816312769961,0.191388473389161,0.0489357426269725,0.0673332066343618,0.104667458624663,0.131823459082652,-0.0059474681025676,0.0006233438420895,Female,77,Yes,No,Employed,Suburban,College,1671688800
31,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,69317e84-11b9-4aea-8666-3e66eb9f5ab4,churn,0.12423177,1,churn,-0.0651789837467959,-0.0048271968373001,-0.0046515131859996,-0.106710968408297,0.0096680825398834,0.0467562744591396,-0.0623239665391292,-0.0817578831021001,Female,48,No,No,Employed,Suburban,Bachelor,1671688800
21,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5a1b2cf8-0d6f-461b-8b09-e1f3c034b007,no_churn,0.12712726,0,no_churn,-0.143112969149561,0.0303751426576582,0.0075325397115602,-0.0510028392638014,0.0123966151684908,0.0559531985336934,-0.0484236079955053,-0.0527442308149329,Female,56,No,Yes,Retired,Rural,College,1671688800
57,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,b7636430-5fac-4271-b9c0-4e82713ba715,no_churn,0.0369751,0,no_churn,-0.0481474800062096,-0.0024609090339617,0.0053117269185531,-0.0235883714941701,-0.0119002625519533,-0.0779061761492812,-0.0458719186323469,-0.0544627613607735,Female,40,No,No,Unemployed,Suburban,Master,1671688800
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f141455a-7fdf-4992-9493-7b3d2a98fd43,no_churn,0.076513864,0,no_churn,0.0074377899813589,-0.0020827993618877,0.067188284007625,-0.0073733094331146,0.0917798381416832,0.101812983284044,-0.0318429964749884,-0.0058983199231443,Male,42,No,No,Unemployed,Rural,College,1671688800
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7fca8ed4-a171-4f78-b445-bd28ecab701d,no_churn,0.29916078,0,no_churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Female,28,No,No,Employed,Rural,College,1671688800
24,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,e3a32925-0504-433f-8c9c-5c7d9855acff,no_churn,0.06626722,0,no_churn,-0.0821879775498564,-0.0040970023841964,0.0144627552843712,-0.0499675207097061,-0.0347122047445782,-0.0700290244769803,-0.0181026937330534,-0.0243924832089942,Male,42,No,Yes,Unemployed,Suburban,College,1671688800
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,fe723f19-ac35-4ee1-8920-a3612e4e8e6c,no_churn,0.13037889,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Female,30,No,No,Employed,Rural,Bachelor,1671688800
13,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4669893a-3fa6-44b4-9ed6-524d34fc69cb,no_churn,0.23252153,0,no_churn,-0.0613743336948391,-0.0115274575371586,-0.0437723662079952,-0.0423885427342793,-0.0499983502809482,0.0427307959308109,-0.0305227116101923,-0.0371731850985816,Male,27,No,No,Employed,Urban,College,1671688800
15,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,80bfc489-d364-4eea-9bd5-e982599971b1,no_churn,0.05535741,0,no_churn,-0.003321427729179,0.0219488260288471,-0.0050294513242579,-0.0374196966607405,-0.0288964126391192,-0.147552833811615,-0.02787291507404,-0.0298822393597629,Male,25,No,No,Employed,Suburban,High School or Below,1671688800
54,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,9baedfa4-f582-4ba7-8f86-24f88c417045,no_churn,0.046999067,0,no_churn,0.0398522514188971,-0.0032502405253899,0.0573408483983576,0.0485079579352532,0.028462799892145,0.0197385034280978,-0.0161729231742356,-0.0135053454939952,Male,54,No,Yes,Employed,Suburban,Bachelor,1671688800
31,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8e2ccba8-d557-42b9-b3fe-279cba033ec9,no_churn,0.07108293,0,no_churn,0.0525751558399224,-0.0142833954214802,-0.0765560470247328,-0.0899497483054437,-0.0233826691990907,0.086615696200497,-0.0138071010844123,0.0024246592340386,Male,55,No,No,Unemployed,Urban,High School or Below,1671688800
66,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,32ba2165-90cb-40ba-9611-26ba2f879938,no_churn,0.2169358,0,no_churn,-0.0681787338356662,-0.0030737847249474,-0.0472067150151451,-0.0137780805335569,0.0161348231485408,-0.108119890665876,-0.076083471268821,0.061279697920836,Male,54,No,No,Medical Leave,Suburban,College,1671688800
25,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,5d893817-3d11-499f-b932-df597dfb344f,no_churn,0.35655174,0,no_churn,-0.10656563041367,-0.0070337401420329,-0.095858275339142,-0.0474296625413717,-0.0716072531350937,0.0476360345216244,0.0289392954622689,0.0316073662334451,Male,72,No,Yes,Employed,Suburban,College,1671688800
47,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,79ed2b8b-ec84-452b-915d-47797f0c0cd5,churn,0.5059169,1,churn,-0.0891415593538204,-0.0045596547591776,-0.000607845552995,-0.0358369345798564,0.05792743476758,0.0612757845988562,0.0065539221364906,0.0853627011687785,Female,39,No,Yes,Employed,Suburban,Doctor,1671688800
53,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,f75508f0-bb28-4e19-b103-a98d9abf43c3,no_churn,0.23057753,0,no_churn,-0.0407809733084104,-0.0002914189948569,0.0314554850919739,-0.0186869952529923,0.0172942966307709,-0.0236475368815263,0.0339939744708135,0.0216370205220846,Male,43,No,No,Employed,Suburban,College,1671688800
69,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,49b977b9-be01-4cef-8672-d40c39f9f906,no_churn,0.09477273,0,no_churn,-0.0862360541938505,-0.0018947427864259,0.0069921169551344,-0.0162138269143724,-0.0010343853155609,-0.257335051636173,0.0377315314113548,0.0489642609858674,Female,80,No,No,Employed,Suburban,College,1671688800
65,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,4529a196-a4ff-4f76-85d7-aec3e9bcac22,churn,0.3917248,1,churn,-0.0619951912355099,0.0001156754970725,0.0372808169810559,0.0303704869104512,-0.0717137848475795,0.078217077928366,0.0443193206284559,0.0493794495921247,Male,40,No,No,Employed,Suburban,Bachelor,1671688800
72,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,deae3b0a-4cb7-40a0-b045-fa94b5c07405,no_churn,0.114757724,0,no_churn,-0.157279277732005,-0.0021518954934663,-0.0292535900171014,0.008594736833802,0.0308293006780741,-0.0862698378855338,0.0245900515161884,0.0519143610856963,Male,70,Yes,No,Unemployed,Suburban,College,1671688800
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,85acad9e-cc33-4bcf-ae58-5e5b98cce376,no_churn,0.37713712,0,no_churn,0.0306119446901266,0.0002626009258165,0.0773539620072733,0.0249378923163021,0.0737797897254677,0.108908413951431,0.0961773111573074,0.0162514692882268,Female,71,No,No,Unemployed,Urban,High School or Below,1671688800
42,Yes,No,Medium Speed,Phone_Support,Two year,<50hrs,Active,2906a1d6-cfd0-4fb5-8965-5ba6afa0d33d,no_churn,0.0583308559999999,0,no_churn,-0.0024268914597087,-0.0014264564023324,-0.0056898813133557,0.003650425943415,0.071681355265955,-0.141752051845506,-0.0025009306197171,0.0494382797954676,Male,33,No,Yes,Employed,Suburban,College,1671688800
50,Yes,No,Medium Speed,In_Store_Support,One year,100hrs+,Active,70417210-f34e-4bb2-a88f-0d00362167d8,no_churn,0.09852613,0,no_churn,-0.0719946626910496,-0.0033918039538548,-0.0430273314321129,-0.0163044716963668,-0.0987470895521801,-0.0340947500674337,0.0086166160280117,0.0299173409437935,Female,59,No,No,Employed,Suburban,Bachelor,1671688800
41,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,7f623baa-c5a4-401d-a426-b47b3e331474,no_churn,0.20394582,0,no_churn,-0.0293782806145736,-0.0004063365576348,0.0069088980480773,0.0706965545149068,0.0838416287584914,-0.109649564631527,0.0726463238664928,0.0663146290107943,Male,29,Yes,No,Employed,Urban,College,1671688800
64,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,939c23be-341c-4a28-a1fd-99d3f38c748e,no_churn,0.083294764,0,no_churn,-0.174488986602291,-0.0022902660341424,0.0101090094778737,0.005727002063877,0.0157959634690359,-0.143630144647414,0.0140615110821272,0.0256897596298404,Female,46,No,No,Employed,Suburban,Master,1671688800
60,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,9b30e7e3-19c6-4dda-927e-28eaeb0ff06f,no_churn,0.048606195,0,no_churn,-0.127227222600177,-0.0022344841175799,0.0160169060852968,0.0030995045737745,0.0094931370960694,-0.123931184671474,0.0003616011333542,0.0353955920114276,Female,59,Yes,No,Retired,Suburban,College,1671688800
50,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,d806e1a5-14a6-443f-ab41-0f27db01c3c6,no_churn,0.04858548,0,no_churn,-0.096079027659689,-0.0036552195863623,-0.0519973089840095,0.0427798592075487,-0.0720964363304119,-0.122142075801457,0.0233079909910156,0.0108560663494245,Female,53,Yes,No,Employed,Suburban,College,1671688800
56,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,2dffd923-1d72-4e53-ae59-46515b5bdb4b,no_churn,0.0599480759999999,0,no_churn,-0.0900051083876496,-0.0024473455411134,-0.0008636595196458,0.0270507537783305,-0.0789858462439588,-0.15895413058508,0.0224738366434758,0.022705347769488,Female,72,No,No,Employed,Urban,College,1671688800
46,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,dfb38810-50eb-4b19-836f-a93f78fb92d4,no_churn,0.16028358,0,no_churn,-0.0829627822802012,-0.0022794401659484,0.0264493005247823,0.0495511634054219,0.0375765780907022,-0.197671626134561,0.0323614462391196,0.057949208969876,Male,52,No,Yes,Employed,Suburban,High School or Below,1671688800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,33f312f8-54b8-4a30-8fd7-f2effe032cf5,no_churn,0.01671376,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,63,No,Yes,Employed,Rural,Master,1671688800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,36925ba8-4799-4be2-a58a-be5c03c5a0ef,no_churn,0.0109335985,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,43,No,Yes,Employed,Suburban,Bachelor,1671688800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,15467e5e-2d27-4f6a-bb3f-c3e5a36b54d2,no_churn,0.0063888235,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,75,No,No,Employed,Suburban,College,1671688800
34,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,fcdf99d1-c310-4485-874a-63be3f6dba7d,no_churn,0.39053914,0,no_churn,-0.147969651895828,-0.0061626542019439,-0.0701936475406728,0.0237116627202885,-0.0845044314314418,0.0430411144359186,-0.0185092328435166,0.0015606880512495,Female,68,No,Yes,Employed,Rural,Bachelor,1671688800
67,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,30950f09-b8f2-4ab9-a786-201edf8b0e8d,no_churn,0.09960518,0,no_churn,-0.0806567685391382,-0.0025163800124573,-0.103492123180222,0.0530831500069689,-0.0047372408757109,-0.103723284112384,0.0507190625306793,0.0322974330982651,Male,50,Yes,Yes,Unemployed,Urban,Bachelor,1671688800
72,Yes,No,Fiber optic,In_Store_Support,Two year,100hrs+,Active,4c494401-47d1-4414-9c66-617ff5b43325,no_churn,0.021601506,0,no_churn,-0.126317339956713,-0.0034906503907404,-0.0171989163738089,0.0269363244773012,-0.0298517394547707,-0.150245654894097,0.0097870750994025,0.0213547487342657,Female,75,Yes,Yes,Employed,Suburban,Doctor,1671688800
33,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,6cbdf0f4-6ff0-4e3d-a10a-9263eda4e4e3,churn,0.31330326,1,churn,0.0309640130630305,0.0002576932675219,0.0222957209914966,-0.0089676897203844,-0.0337446449375511,0.0077844374731193,-0.0237870300382201,0.0061713499625693,Male,78,No,Yes,Retired,Urban,Bachelor,1671688800
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,da7ceee7-1795-465f-b0e8-076bfa6fccca,no_churn,0.104030095,0,no_churn,-0.104442238445299,-0.0030941716697452,0.017611466275066,0.0326169459014454,-0.100683475743899,-0.146987659272509,0.0227658968721516,0.0218537518958328,Female,31,No,Yes,Medical Leave,Suburban,Doctor,1671688800
38,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,6f660e8b-2fd3-449b-ae27-74293869145c,no_churn,0.076407045,0,no_churn,-0.0541299333062716,-0.0028599337521154,-0.0324755104722316,0.0516308088967889,-0.0299094198797638,-0.0934344415070563,-0.0166775078629234,-0.0211702132919708,Female,24,No,No,Unemployed,Suburban,College,1671688800
66,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,3e05f64f-3e2d-46a4-b456-ef3aefc062ff,no_churn,0.07307714,0,no_churn,-0.0530697077671402,-0.0029703278436318,0.0338638371436491,0.0260614901616008,0.0022183357723179,-0.234364566308409,-0.014964341079667,-0.0191342037298636,Female,33,No,Yes,Unemployed,Suburban,Master,1671688800
4,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,95a80340-5049-42e7-a528-c7d4c0e9b6ab,churn,0.65847313,1,churn,0.268147073766182,-0.0027945854621884,0.0344955109110469,0.23800281902305,-0.0227930632899779,0.130743501710599,-0.0072726298951602,0.0161952248689249,Male,22,Yes,No,Employed,Suburban,High School or Below,1671688800
26,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,026bf80c-f277-459f-84ad-870b106b72b8,no_churn,0.23066373,0,no_churn,-0.129394259520855,-0.0076763219590429,0.0384019265815732,-0.0101372186370645,-0.133136638238698,0.0534843825069356,-0.0350942902404676,-0.0321403966604975,Male,38,No,Yes,Employed,Suburban,College,1671688800
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,fa0abfc8-d60f-40d8-8b21-953852cd7b44,no_churn,0.084327824,0,no_churn,-0.171172969386535,-0.0043244603076527,-0.0785514407993469,0.0287254482208118,0.0317425972116507,0.0294321273089553,-0.0229499399751512,-0.0219275113301591,Female,45,No,No,Medical Leave,Suburban,College,1671688800
11,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,02ab5045-b0b3-47e4-9df9-d7df3c6228c8,churn,0.8146818,1,churn,-0.017956205874666,-0.0033742373563472,0.0360924695783887,0.100458491614427,-0.152403277291501,0.0738954755967688,-0.0364525512150976,-0.0295640942525733,Female,69,No,No,Unemployed,Urban,Doctor,1671688800
3,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,268f2b75-2416-470a-9dc8-c14dd43e2dc8,churn,0.7853759,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,51,No,No,Employed,Urban,College,1671688800
19,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,a9b7a600-de2a-41e9-89cb-110f4c20bbe3,no_churn,0.18223372,0,no_churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Female,37,No,Yes,Employed,Rural,High School or Below,1671688800
64,Yes,No,Low Speed,In_Store_Support,One year,<80hrs,Active,069eb9a0-395e-4f35-8a7f-9f9a5eae889a,no_churn,0.0816885,0,no_churn,-0.107678723675253,-0.0093855004246506,-0.0105749798283068,-0.0390848063084013,-0.064264069070814,-0.076895188327926,0.0168078299823355,0.0245492839616508,Female,24,No,Yes,Employed,Urban,High School or Below,1671688800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,575964e1-e0c8-412a-b663-724ecd992d1c,churn,0.7329306,1,churn,0.283015458071832,0.138929290809738,0.0630092395957808,0.0005314993478668,-0.0389833759720886,0.160275676800375,0.0266384408741305,0.053057623257373,Male,30,Yes,Yes,Employed,Suburban,Master,1671688800
29,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,2dad77e3-5139-4ad1-b7c2-9a90d37fcf1c,no_churn,0.20888302,0,no_churn,-0.0825996785943789,-0.0084833089044695,0.0089300544451907,-0.0794228478280274,-0.117231863325833,0.0478205868151417,-0.0131188488194129,0.0350797567483277,Male,80,No,No,Retired,Suburban,Doctor,1671688800
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,2a29b483-490f-45b4-8ea7-2e4709f783f8,no_churn,0.28799427,0,no_churn,0.119667578985418,-0.0003819582529104,0.0435841752164697,0.0114400374268689,0.0882117839649436,0.130328800296211,0.104834014599273,0.134289424513463,Male,52,Yes,Yes,Employed,Rural,Doctor,1671688800
17,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,87e093b7-ab69-43c8-836c-64e9d611f62a,no_churn,0.13854127,0,no_churn,0.0638246024074851,-0.0100244445238422,0.010570363126244,0.0287009795795165,-0.090177063226256,0.0939227785532966,0.0346296324140894,-0.0328063276377906,Male,67,Yes,Yes,Employed,Suburban,College,1671688800
14,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,1bdcd869-9914-439f-9012-4b7b25d65d72,churn,0.44737068,1,churn,0.0632057698611788,-0.0109832147446559,-0.0068552277878825,-0.0259667823136078,0.062487442881038,0.103656726505633,0.112379576659332,0.10821622489545,Female,23,No,No,Unemployed,Suburban,Bachelor,1671688800
65,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,9b671df4-e33c-48ed-8196-79d8c705ae1d,churn,0.17782196,1,churn,-0.0897708076681919,-0.0034784355084048,-0.0387691559554332,-0.0289472943861983,0.0255328217598162,-0.0714177248847227,-0.0752933511862011,0.0531177929525983,Male,68,No,No,Unemployed,Suburban,College,1671688800
56,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,31773a1d-5b36-4300-a19f-d276126a9cb6,no_churn,0.10307346,0,no_churn,0.105889942565964,0.0007774727922696,0.0144471480341871,0.0615559522699368,0.153515529006609,0.037450165337359,0.175840219829488,0.0914974342558707,Male,31,No,Yes,Medical Leave,Rural,Bachelor,1671688800
57,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,6efe5c94-b3de-4974-a0c5-37fb62c4fc6d,no_churn,0.032754917,0,no_churn,-0.0264242797434053,-0.0030817026937438,0.00269598358871,-0.0499135590673904,0.016532920295358,-0.122604865425801,-0.0369484339561313,-0.0492822160001378,Male,46,No,No,Unemployed,Suburban,Bachelor,1671688800
50,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,4ea95be8-dc51-4ce0-aaa4-a1f1cd4e70d3,no_churn,0.012039643,0,no_churn,-0.0112231281512686,-0.0030828470072628,0.0258992475726881,-0.0216063405148816,0.0152283921116213,-0.235521808614394,-0.0168739210349485,-0.0218457464805032,Male,40,No,Yes,Retired,Urban,High School or Below,1671688800
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5727f70b-01ad-48ce-bef2-72832507060b,no_churn,0.12940522,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,55,No,No,Employed,Urban,Bachelor,1671688800
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6a830dd1-d1cb-4622-b379-7fdb1cfdc39d,no_churn,0.2985253,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,67,Yes,No,Employed,Suburban,College,1671688800
3,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6fa96e08-92ee-4651-a0d1-d0ebf629c55a,no_churn,0.16561267,0,no_churn,0.102515997901148,-0.0166313958810542,-0.0971439076128945,-0.0841717304242683,-0.0618702763096234,0.0687691319299119,-0.0524045465677227,-0.0555369200807581,Male,57,No,No,Unemployed,Suburban,High School or Below,1671688800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,20ad3ea7-9564-48f2-964d-e78d69889b4e,no_churn,0.28105104,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,31,Yes,No,Disabled,Suburban,High School or Below,1671688800
39,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,6c50af22-3815-42d4-a11b-06f9ed24407a,no_churn,0.007762865,0,no_churn,-0.0257755300385179,-0.0061110714675123,0.0055124770563998,-0.0219436957380094,0.0138870516142742,-0.17333885163689,-0.020660812663591,-0.0305957194404982,Female,41,No,Yes,Disabled,Suburban,Bachelor,1671688800
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c986efad-14fa-44ef-b9b6-1f34ba7757d9,no_churn,0.22319873,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,47,No,Yes,Unemployed,Rural,Bachelor,1671688800
33,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0508d7ad-09bf-489a-bba3-e69f97e0a5bf,no_churn,0.17090374,0,no_churn,-0.0554011376877178,-0.0040443509536225,0.0111229550046664,-0.142354563357749,0.036994284845623,0.0390383382279196,-0.0555572063661702,-0.0688244739402307,Female,62,Yes,Yes,Employed,Suburban,High School or Below,1671688800
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,7afc4832-8d7b-4dec-99ab-e62e4f15cba7,no_churn,0.0023397383999999,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,40,No,Yes,Employed,Suburban,High School or Below,1671688800
69,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,a0916b75-c9de-4ad3-b053-60f65c7132b4,no_churn,0.009356253,0,no_churn,-0.0499034033338739,-0.0035173423161359,-0.002951395732889,-0.0289424458859866,-0.0339560852141767,-0.113720932364504,-0.0160550353610051,-0.0179795129582089,Male,71,No,Yes,Employed,Suburban,College,1671688800
71,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,b57999d7-bace-412d-a64e-88baeecc6d6c,no_churn,0.0019396713,0,no_churn,-0.0771368467408319,-0.0039921905682422,-0.0119241481723565,-0.0210568033817253,0.0008759004161947,-0.111252103544921,-0.0196949271421272,-0.0248450336877613,Female,23,No,Yes,Employed,Suburban,Master,1671688800
5,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2a6b1c00-2898-43c1-bf4a-455d8c80a2fb,no_churn,0.43959287,0,no_churn,0.197810565583923,-0.0124861904734234,0.116927311199756,0.0317459399510607,-0.0225595179449419,0.109992753680144,-0.0243011843307522,-0.0095843914690885,Female,34,No,No,Employed,Suburban,Master,1671688800
26,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,15ede936-996d-405b-9207-8f734235ee7a,no_churn,0.08682027,0,no_churn,-0.0099706643412537,-0.0028795205209826,0.0409383481052555,-0.0008242541054642,-0.0072973604821436,-0.150257232103422,-0.0133944125218295,-0.0150632762043278,Female,74,No,No,Employed,Suburban,College,1671688800
60,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,0360b400-6493-4591-933c-382704d58000,no_churn,0.006936601,0,no_churn,-0.0367106212596081,-0.0035377193753811,-0.0133147350599028,-0.0352598940037933,-0.0104077674777363,-0.141394183159464,-0.0145724444720326,-0.0138287883972952,Female,25,Yes,Yes,Employed,Urban,College,1671688800
1,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ecd62a6c-42d1-4b32-9d1e-dd0dce24a40e,churn,0.6126213,1,churn,0.316145662452891,-0.0109790534852936,0.0653358181750945,0.017181550276673,-0.0144549235771273,0.139459111530296,-0.025274873264716,-0.0191060981044574,Male,24,Yes,No,Unemployed,Rural,Bachelor,1671688800
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,45c74f15-8134-4b7d-806e-dac1eeb2dedc,no_churn,0.19828063,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,39,No,No,Employed,Suburban,High School or Below,1671688800
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0cc7ab7b-c706-4516-a37e-226e978c198d,no_churn,0.25667092,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,51,No,Yes,Retired,Suburban,Master,1671688800
38,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,32bff9ea-9fc8-499a-bc72-b43e010adb88,churn,0.1842067,1,churn,-0.0647761037213422,-0.019460081985344,-0.062414487404776,-0.0888852190532816,-0.0484314229822212,0.046946759538323,-0.0145093514816107,-0.0174962421243435,Female,69,No,Yes,Unemployed,Rural,Master,1671688800
8,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,51f375a3-0889-41a1-80c9-5f00be49f9cb,churn,0.20662902,1,churn,-0.0334220972391767,0.0294202089630744,0.0090268499726516,-0.0544852577730716,-0.202914456632179,0.0556003060646071,-0.0262056059644191,-0.0360460977618186,Male,57,No,No,Unemployed,Suburban,College,1671688800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a1ffd11e-c6b0-439b-a950-6d09bce7e39f,churn,0.6034754,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,25,No,Yes,Employed,Urban,Master,1671688800
69,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,cbab3ce4-7fab-45d4-bcaf-3af6ec31aeca,no_churn,0.0120110169999999,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Female,33,No,Yes,Employed,Suburban,High School or Below,1671688800
14,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,05c37bfd-bd90-4e26-adac-1e3ec41d1c6f,no_churn,0.077254504,0,no_churn,-0.0189826989190623,-0.0071680095417104,-0.0155513101797805,0.0180690772594061,-0.0143048086836461,0.0648944754367403,-0.0226850906788422,-0.0359388359989498,Female,28,No,Yes,Disabled,Rural,College,1671688800
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ce981c4d-1884-4f8c-9ba6-93bb32b923c4,no_churn,0.60387033,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,50,Yes,No,Disabled,Suburban,College,1671688800
19,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,9fabaea0-e164-4418-92b9-688ed190e738,no_churn,0.10653222,0,no_churn,0.0134828091180224,-0.0037515256174447,-0.0341846735363287,0.0175895456404759,0.0073708665878439,-0.152449646449741,-0.0205836980428648,-0.0208331578809338,Female,26,No,Yes,Employed,Rural,Bachelor,1671688800
26,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f6a045bf-3717-4198-b76b-1f799bff8d1e,no_churn,0.0513054359999999,0,no_churn,-0.103933671572777,-0.0131258639021689,-0.106142513515388,-0.0210662136092287,-0.0244938947665468,0.036661840175202,-0.0234303731971431,-0.0134954607977124,Female,71,Yes,Yes,Unemployed,Suburban,College,1671688800
71,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,0a148127-b8f9-4cd3-8723-a3d1b9d87db2,no_churn,0.0024682153,0,no_churn,-0.0759876672983227,-0.0031543686827717,-0.0019137396964561,-0.0331414636856334,0.0046686200060958,-0.116724870653093,-0.0188312753578611,-0.0239413865133428,Female,26,No,No,Employed,Suburban,High School or Below,1671688800
39,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,49a24006-169c-4b40-8cd7-eaa1c7d488a2,no_churn,0.009674432,0,no_churn,-0.0158658317142362,-0.0061090376441279,-0.0115568059767429,-0.0634966152314882,0.0033279842682532,-0.121987335242829,-0.0185311764128891,-0.0348073350428785,Female,23,Yes,Yes,Employed,Suburban,Bachelor,1671688800
42,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,d48a7ced-803d-437d-abd1-354b69bb9ee0,no_churn,0.014147989,0,no_churn,-0.0117006030776428,-0.0039396927900634,0.0098628244180144,-0.0248070168574122,0.0197442462252911,-0.190122439819661,-0.026881343470668,-0.0311821273274836,Male,44,Yes,Yes,Unemployed,Suburban,College,1671688800
58,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,2d613eea-2daa-4fb3-b6b2-abbfca50ae3d,no_churn,0.029392805,0,no_churn,-0.0838502674098663,0.0195767901954877,0.0003622249848604,-0.0313072675180865,-0.051991265501324,-0.0785737357657763,-0.0253013859119573,-0.0179412447106915,Male,35,No,No,Employed,Suburban,Master,1671688800
13,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,478750b5-84d0-484c-9c4f-8377e40653fc,no_churn,0.0582812059999999,0,no_churn,-0.0474597707268276,-0.0071938097286147,-0.0385282235862177,-0.0426281177686087,-0.0254008500297823,-0.0508961845597605,-0.0237939906981773,-0.0331252041027664,Female,71,No,No,Employed,Suburban,College,1671688800
9,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,dfabe8fe-4f70-474d-a135-3f4390df8861,no_churn,0.0302074679999999,0,no_churn,0.0067474718254015,-0.0085445686564526,-0.0184035964194845,-0.0002572890932606,-0.0213691635494251,-0.142364265708293,-0.0255067666471404,-0.0426613060992622,Female,71,No,Yes,Medical Leave,Urban,Bachelor,1671688800
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0f795e59-71fc-4e4f-8ec9-c54eebef2770,no_churn,0.14560145,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,50,No,No,Medical Leave,Rural,College,1671688800
13,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,141f3bbf-9ebc-4951-9bf0-b7b2f6d82bec,no_churn,0.009009459,0,no_churn,-0.0223549686278965,-0.0057196002006821,-0.0211046914830603,-0.0353130118183435,-0.0306617374135112,-0.113542735928486,-0.0189171497459938,-0.0214122573034001,Male,47,No,Yes,Unemployed,Rural,College,1671688800
16,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,cf4078cc-211f-487d-a2a9-b3bc5f282c5e,no_churn,0.053539034,0,no_churn,0.0091154507924784,-0.0041918805033492,-0.0309087901425846,-0.0163005874370173,-0.0319714103857677,-0.143701976254743,-0.0222935428880191,-0.0287734145359809,Male,77,No,No,Unemployed,Rural,High School or Below,1671688800
56,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7942e654-1bc0-4613-9953-477f64229987,churn,0.023478473,0,no_churn,0.0042659490156984,-0.0036636805080888,-0.0134771684561656,-0.022542248244772,0.0230324029804978,-0.169745122479108,-0.0319909721700605,-0.0549053128180457,Male,38,No,No,Employed,Urban,Bachelor,1671688800
10,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a4779410-a0a6-4b61-9512-3ba3367d8cc2,no_churn,0.039253365,0,no_churn,-0.0153249879967006,-0.0060461628641496,-0.0219071378530134,-0.0408746972273184,-0.0245221668048179,-0.107216927222107,-0.023437644395999,-0.0296964284297064,Female,23,No,No,Employed,Suburban,Bachelor,1671688800
27,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,129cf264-5c4f-49c9-adc0-0369e0f3cd32,no_churn,0.0097388085,0,no_churn,-0.0546486389578785,-0.0047201709838554,-0.0222624743875076,-0.0267005380941918,-0.0319377030601845,-0.0968393985941656,-0.0163202511786221,-0.015596977846535,Female,63,Yes,Yes,Unemployed,Suburban,Bachelor,1671688800
9,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3ba52ca2-99b9-4a7e-b0ac-01c1934da166,no_churn,0.08318425,0,no_churn,-0.0011454564706946,-0.0108258474156173,-0.0426984662913673,-0.0998686164985338,0.0064189302412523,0.0599421365230045,-0.0476339358221594,-0.0583772303896785,Female,49,No,No,Employed,Suburban,Bachelor,1671688800
32,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9566f86e-4053-496b-b748-e3caa45048a2,no_churn,0.09928276,0,no_churn,-0.075025721055199,-0.010697321021671,-0.010060096369707,-0.147889818880503,-0.0253349814670036,0.0417468580459626,-0.0193480821224329,-0.0224169886146774,Male,62,No,No,Unemployed,Suburban,Bachelor,1671688800
37,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,686916eb-5f29-4afc-88a4-c4eaa66712a4,no_churn,0.05085749,0,no_churn,-0.0570510795169593,-0.0072016275508758,0.014592848663733,-0.0191467322698463,0.0150155114502376,-0.139791602219093,-0.0178824281714878,-0.0521064973520151,Male,38,No,No,Unemployed,Suburban,Bachelor,1671688800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6021210c-3d2a-495e-ace4-20a0598a19df,churn,0.15921727,1,churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,53,No,Yes,Employed,Suburban,College,1671688800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,242dbeee-f34c-4e32-bc4f-fb73528ec8ac,no_churn,0.27513134,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,24,No,No,Unemployed,Suburban,High School or Below,1671688800
46,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,1eefdb7f-d5ad-4989-8f30-72efdaadf207,no_churn,0.0669256999999999,0,no_churn,-0.0733234472503681,0.0296323618545011,0.0050442745450027,-0.035333043693904,-0.0668871054623923,-0.0540763890942162,-0.0315296243121019,-0.0225531765716004,Female,21,No,No,Employed,Suburban,Bachelor,1671688800
19,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,143a626c-0807-4078-9a81-d527f74b94f8,no_churn,0.23285276,0,no_churn,-0.116211055652484,0.0412183129746608,0.0069015453310612,-0.0920808685464726,0.0305844323574638,0.059225022661044,-0.0548220470812384,-0.0638414938505411,Female,28,No,Yes,Unemployed,Rural,Bachelor,1671688800
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,338297b8-2339-4f87-8a8b-a322ba7b06e2,no_churn,0.08633275,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Male,53,No,Yes,Employed,Suburban,Bachelor,1671688800
29,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,c09a0c48-c75e-4853-96e0-8fd785e1be32,no_churn,0.007524748,0,no_churn,-0.0241320542215225,-0.0050623081876619,-0.0084842559039225,-0.0216722520339499,0.0228252141877646,-0.130718952595907,-0.0430284688697338,-0.0387530752061229,Female,22,No,Yes,Employed,Suburban,College,1671688800
27,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,e9b0b119-3f10-4171-8aab-a99c9237396e,no_churn,0.0149173539999999,0,no_churn,-0.0896494636638453,-0.0041049536474747,-0.013601868595997,-0.0322100675175988,-0.0334992249684728,-0.0533599995314853,-0.0187172710900995,-0.0238833016843773,Female,24,No,Yes,Employed,Suburban,College,1671688800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c5b1a885-0e3a-43ed-a4a2-3fada8d99955,no_churn,0.2959092,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,63,Yes,Yes,Employed,Suburban,Master,1671688800
36,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,cf214401-0b97-4ab3-b294-ae3a5264c57e,no_churn,0.008275189,0,no_churn,-0.0454579981732968,-0.0050998822161091,-0.0175894464057091,-0.0579000187681958,0.0165649004635088,-0.10213572155526,-0.0208338389341042,-0.036574148083182,Male,43,No,Yes,Retired,Suburban,High School or Below,1671688800
25,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c261ba54-3cb2-49be-a2bb-10267e48f197,no_churn,0.053117868,0,no_churn,0.0298032318426794,-0.0123929541046163,0.0892176901794846,-0.0322955557040859,0.0806747061531678,0.0865152693548043,-0.0234261221982342,-0.0499795581218313,Male,78,Yes,Yes,Employed,Suburban,High School or Below,1671688800
52,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,aa5ed0a3-b6c2-4818-8333-12cd667aa82a,no_churn,0.052556165,0,no_churn,-0.0627444272883076,-0.0033100902972,-0.011598054291544,-0.0209867781647517,-0.0273816982355947,-0.0659582104227774,-0.0272935137901913,-0.0497533803905298,Male,42,No,Yes,Employed,Rural,College,1671688800
7,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2368676f-605d-4969-9c71-54b067664319,no_churn,0.077682495,0,no_churn,0.0062844099566791,-0.0170819241404387,-0.0340230454629727,-0.0544465685063369,-0.0997191579180798,0.0406280090090695,-0.0340871596801844,-0.0192184675488897,Male,80,No,No,Employed,Suburban,College,1671688800
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7609a296-2624-4c99-8229-7a33887a36eb,no_churn,0.32373366,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,25,No,Yes,Employed,Suburban,College,1671688800
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca130c51-8725-497f-8ec2-5a49a99c725a,no_churn,0.038967784,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Female,26,No,No,Employed,Suburban,High School or Below,1671688800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c04cb4ee-0368-4422-8a88-108a5151e645,churn,0.6166743,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,69,No,No,Employed,Suburban,High School or Below,1671688800
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a92f799c-ecd1-45eb-a56f-9e527bc38fd1,churn,0.782338,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,50,Yes,No,Employed,Suburban,Master,1671688800
53,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,9e4fccd4-f502-4be4-a390-8a8ca65b3cc2,no_churn,0.034635223,0,no_churn,-0.0468267913572708,-0.0035836050744728,0.0055577267165335,-0.0478675876597935,0.0130254649995731,-0.134884131025819,-0.0262587129511848,-0.0281885155202871,Male,39,Yes,No,Employed,Suburban,Bachelor,1671688800
69,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,26175d52-c2d9-4ced-8d86-882ee1d90ae1,no_churn,0.03881372,0,no_churn,-0.113697922632227,0.0111379305650916,-0.0062794717703854,-0.0179803275152153,0.0045489555605581,-0.103950072561283,-0.019213485637847,-0.0235917590083863,Female,31,Yes,No,Employed,Rural,High School or Below,1671688800
35,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,19e2f246-718e-447b-aa4b-b2822ccb84a4,no_churn,0.032237712,0,no_churn,-0.05910563564541,-0.0043305228172721,0.0085294738082484,-0.036922529563526,0.0117992041558136,-0.132636219582037,-0.0236212231777244,-0.0327387000740782,Female,63,Yes,Yes,Employed,Suburban,High School or Below,1671688800
33,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2550c4d-803d-469e-abc0-78cd50f8473a,no_churn,0.035041783,0,no_churn,-0.10895664936651,-0.0059293984195755,-0.0499562080270425,-0.079534224656636,0.0215777808502753,0.0289690825686648,-0.0285390903479401,-0.0466574429929278,Male,42,No,Yes,Medical Leave,Urban,High School or Below,1671688800
44,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,191d218d-2bb0-47e7-add2-fd4b972182bd,no_churn,0.026017802,0,no_churn,-0.0706965280806252,-0.0039465138442574,-0.019365781924971,-0.0240830309522425,0.0129949454657435,-0.0968468661966471,-0.0233876600862276,-0.0436947177663023,Male,65,Yes,Yes,Employed,Suburban,Master,1671688800
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e4b46216-67a8-4404-a559-3b23bff30993,no_churn,0.009795654,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,53,Yes,Yes,Medical Leave,Suburban,Bachelor,1671688800
33,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,f1f7d2a4-d4dd-4aa7-8c74-76c74108fc02,no_churn,0.006873139,0,no_churn,-0.0199513657987699,-0.0031205455509007,-0.0758561200113945,-0.0425984278609939,0.0244213866175596,-0.0875363336442933,-0.0277397838798242,-0.0366449624603592,Female,71,Yes,Yes,Employed,Suburban,Bachelor,1671688800
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb2aaf6e-2997-4e0f-830e-72d2c4fa7700,no_churn,0.6163922,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,23,Yes,Yes,Unemployed,Suburban,High School or Below,1671688800
70,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,a4edf5e0-30de-4ceb-8edd-6a03cef8ff57,no_churn,0.01884159,0,no_churn,-0.0662783180544465,-0.0036688307392614,-0.0150763871922936,-0.0197250180185255,-0.0018858908579386,-0.113211373599834,-0.0207570615389067,-0.0284232728335973,Male,77,No,No,Employed,Suburban,High School or Below,1671688800
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e32a51d3-7443-4a32-8a82-1262f3d58a1b,no_churn,0.123762436,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,45,No,No,Medical Leave,Rural,Bachelor,1671688800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e2a38a4f-a62a-499c-879d-9d4337d59c24,no_churn,0.24916443,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,31,No,Yes,Employed,Suburban,Bachelor,1671688800
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c507e284-3538-4203-a4a2-b55a905a810b,no_churn,0.1352884,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,50,No,Yes,Employed,Suburban,College,1671688800
8,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,659fb728-e8d8-4c86-a9af-dae6518557bb,no_churn,0.0083822569999999,0,no_churn,0.0098518657831755,-0.0082110496525729,-0.0157272167392511,-0.0435238161695906,0.0142331289032154,-0.151783146898133,-0.0338525417712207,-0.0400133751882094,Female,65,No,No,Employed,Suburban,Bachelor,1671688800
8,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,b0fc6c0e-6d01-4cf6-82cb-76995e58dd14,no_churn,0.010161674,0,no_churn,0.0184922176956934,-0.0054058409596291,-0.0096427599355229,-0.0304512133362914,0.0178523675261385,-0.188040531895022,-0.0328719479423489,-0.0389584440995349,Female,25,No,No,Employed,Suburban,Bachelor,1671688800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2f907a93-926d-416d-9e29-7e353d892a78,churn,0.39678642,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,47,No,Yes,Employed,Suburban,College,1671688800
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f19eeafb-7fa9-4616-866a-1650bc99ad74,churn,0.11307457,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,50,Yes,Yes,Employed,Suburban,Master,1671688800
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d1a743ec-dd92-48cf-9668-67415cbeabe1,no_churn,0.091919385,0,no_churn,-0.0841092957961927,-0.0046852015686818,0.0006189757252468,-0.117864995164095,0.0196362009534459,0.0598313123058142,-0.0687543292158898,-0.0736988188863051,Male,51,No,No,Medical Leave,Rural,Master,1671688800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5b76feab-6594-4ab1-a87e-68aad1e3d429,no_churn,0.29221398,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,34,No,No,Unemployed,Suburban,College,1671688800
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9ce62abd-30f1-4b72-bfe9-4c33f732d13f,no_churn,0.049411245,0,no_churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Male,75,Yes,No,Employed,Suburban,College,1671688800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e4a23c7c-a0bb-46d4-bf04-a4f0f221f7ab,churn,0.5944006,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,44,Yes,Yes,Unemployed,Suburban,College,1671688800
47,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,203c0166-401b-430f-9004-151e3bf38d22,no_churn,0.54988235,0,no_churn,-0.119965834040922,-0.0032631501370997,-0.0459542835545107,-0.0736755665297823,0.0589288410636618,0.0349695012339179,-0.0078731688983498,0.0178075105602329,Male,29,No,Yes,Employed,Suburban,High School or Below,1671688800
28,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d4200a69-584a-446b-a3a3-9f5fca35ec4e,churn,0.4854578,1,churn,0.0466619135617702,-0.0011189282578743,0.0306218507505354,0.020799366181518,0.138075726811348,0.102192531531236,0.169988549434215,0.113752847970418,Male,43,No,No,Disabled,Suburban,Bachelor,1671688800
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,abcc1dce-02d0-4047-be56-58d4c91cc17c,no_churn,0.10300063,0,no_churn,-0.114805935382119,-0.001284307148926,0.0171842201164781,0.0440244043075654,0.0991525592283506,0.0715601549125858,0.137728154555298,0.0474146057777306,Male,74,No,No,Employed,Rural,High School or Below,1671688800
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,c08b2f4b-2166-4bdf-a432-40301a9bda85,churn,0.8803482,1,churn,0.14797783870561,-0.0050538820944711,-0.0661896065229666,-0.036900233306851,0.0694850458012479,0.121387021791179,0.0246290080974904,0.078971990688733,Female,68,No,Yes,Employed,Suburban,College,1671688800
53,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,c82ce045-5e98-4a86-9c6e-732bb31e5d50,churn,0.115026794,0,no_churn,-0.0661976248201062,-0.001894180635827,-0.055578384815144,-0.104552324711331,0.0559066837305181,-0.121395500282124,0.05017753382308,0.0545076461148164,Male,23,No,Yes,Employed,Suburban,High School or Below,1671688800
43,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f66957ba-147c-494b-a392-3af0c8fda964,no_churn,0.34925693,0,no_churn,-0.172773895314895,-0.0066762420958002,0.0103216657291159,-0.109918261734838,0.0386667440641031,0.0217515135088433,-0.0058611037195987,0.0154634294121206,Female,55,No,No,Employed,Suburban,High School or Below,1671688800
60,Yes,No,Low Speed,Web_Chat_Support,Two year,<50hrs,Active,6a34d0d2-55eb-4607-b58f-6621fc715f90,no_churn,0.10037452,0,no_churn,-0.0704011647577135,-0.0019318274259421,-0.0072412151386561,-0.0140575311951579,0.0531703704818755,-0.19891778434092,0.0488483068757705,0.0515046954112585,Female,48,No,Yes,Employed,Rural,Bachelor,1671688800
71,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,dabbdc79-ea4a-4ca0-8345-325f8d8a5156,churn,0.058200218,0,no_churn,-0.160391325337014,0.0001086778569879,0.0373946428553244,-0.0148070094104878,0.0313322362268991,0.117722669267787,0.127898685452819,0.123048608303234,Male,46,No,Yes,Unemployed,Rural,Bachelor,1671688800
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7730684d-8a7c-4d56-81d4-56de73e14c89,churn,0.604557,1,churn,0.0392600531171683,-0.0044942343759066,-0.0801468155239717,-0.072512612941523,0.103970424113049,0.0975243339868029,0.0152177983463298,0.0973096631351836,Female,80,No,No,Medical Leave,Suburban,Bachelor,1671688800
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7f5f8a9d-ab70-4dcb-aca2-fabd13ac6391,churn,0.42948207,1,churn,-0.0573337889095091,-0.0054886008108405,-0.0913433104372779,-0.0519547253624477,0.0709045823863925,0.0628478553181594,0.0286155652071283,0.0547262719962964,Male,68,Yes,Yes,Disabled,Suburban,High School or Below,1671688800
57,Yes,No,High Speed,Web_Chat_Support,Two year,<80hrs,Active,b37cb30d-80a2-4ed8-bf64-5881c55f46c5,churn,0.18646872,1,churn,0.0206798177274868,-0.0001976574811487,-0.0044115799352039,0.0045319112504694,0.0940096491233089,-0.14390768104151,-0.0310214705273028,0.0712908598260401,Male,20,No,No,Employed,Rural,Bachelor,1671688800
40,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,b67bf727-b5ba-4b27-a1d0-ef6970896056,no_churn,0.46279147,0,no_churn,-0.205289153628892,-0.0122717122553149,-0.0508491204461461,-0.0301355337479071,0.047915848753073,0.0233831081974312,0.0189199994512091,0.0448242214390484,Female,43,No,Yes,Employed,Rural,High School or Below,1671688800
24,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1c81426f-3a65-4983-809c-c3dded39456e,no_churn,0.5053091,1,churn,-0.0719883427662171,-0.0072415469924817,-0.0891190821044801,0.112762810653367,0.113246891977542,0.0802877074122079,0.0851821735319208,0.101176568772717,Female,33,No,No,Employed,Suburban,Master,1671688800
3,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ad444ffa-28ff-4ff6-a6fd-a3c858e0b6bb,churn,0.8919508,1,churn,0.0812056323598744,-0.00582609065219,0.094098911119936,-0.0794590033843906,0.0476314532731566,0.117093361457028,0.0746306865946098,0.0235036678418691,Male,54,No,Yes,Unemployed,Suburban,College,1671688800
68,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,385d4124-e396-4a1f-9206-33f06052c300,no_churn,0.051768333,0,no_churn,-0.0867851845105997,-0.0019234627147307,0.0350182561187466,0.0392616235499463,0.0227122678164232,-0.177754873459307,0.052611723698119,0.0578335009146485,Female,54,No,Yes,Medical Leave,Suburban,Bachelor,1671688800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,803a7c60-847c-4bfb-b3dc-dd110eb973d1,no_churn,0.6211709,0,no_churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Male,37,No,Yes,Employed,Suburban,College,1671688800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,6533a354-fefd-4cac-acab-f57e4f258e5d,churn,0.7226542,1,churn,0.0710626581738779,-0.0024480891843268,0.0753837550352091,0.0440574254738749,0.0497886399729941,0.142973975598543,0.11807181540039,0.0829924096695322,Male,63,No,Yes,Unemployed,Suburban,College,1671688800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4b89ef5a-9d0e-49e9-8bb3-326c91783c3b,no_churn,0.09313269,0,no_churn,-0.288451467467512,-0.0039072399919086,0.0147909504390145,-0.0139344971830405,-0.0001021232590665,-0.0069044048290334,0.0223998402118377,0.0295827904851648,Male,30,No,No,Retired,Suburban,High School or Below,1671688800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c9a33b49-bef9-423f-8acb-3ebfebbe1334,churn,0.86083436,1,churn,0.195450942286052,-0.0023992554105279,0.0493881414187853,0.0463963990265165,0.076285516857979,0.164607026064914,0.120709748905847,0.0805353362188816,Male,45,No,Yes,Unemployed,Suburban,Bachelor,1671688800
52,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,900d1265-1138-484e-981d-b3c21f33c3c8,no_churn,0.24425863,0,no_churn,-0.120765832407915,-0.0036277625867478,-0.109984569321759,-0.0537961624534,0.0226870766641695,0.0604818267757764,-0.0183725964557015,-0.0156481317819816,Male,76,No,Yes,Disabled,Urban,High School or Below,1671688800
49,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,b6c8f300-e31e-40a2-86a9-b5e57bd23f2f,no_churn,0.19171731,0,no_churn,-0.033047450506956,-0.0038956744676579,0.0567517510577636,-0.0359799586589451,-0.0310648598446368,-0.207068781472935,-0.0186123361808768,0.0638911553017715,Male,71,No,No,Employed,Suburban,Master,1671688800
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,71694a7e-46ab-43a7-b3ca-4fb46a1fc48d,no_churn,0.4414829,0,no_churn,-0.14165774306789,-0.0028879987578511,-0.0665331988825255,-0.0792432962256771,-0.0581692523826404,0.062238426363001,-0.0041231658930428,0.0313500705690057,Female,35,No,Yes,Unemployed,Urban,College,1671688800
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,65ca01a7-4204-4480-bdd6-e8b3b4355fc8,churn,0.61227363,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Female,40,Yes,No,Employed,Suburban,College,1671688800
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fb0d5f30-bb76-4437-90f4-6c2dce0824d1,churn,0.5741156,1,churn,0.196312760848905,-0.0037409853835924,-0.0242012444075953,0.0361498412615219,0.125180999957265,0.165894120261291,0.159125507012486,0.0642528581313308,Male,70,No,Yes,Employed,Suburban,College,1671688800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,dbc62e8a-f695-490b-9bf7-0b22775d7432,churn,0.58157223,1,churn,0.0270056355158794,-0.0035553399374839,-0.0972207798649014,0.0071278055494804,-0.0063473850290029,0.0839347136061223,-0.0720767655035524,0.0221059650055849,Male,25,Yes,Yes,Disabled,Urban,High School or Below,1671688800
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,865a9f91-b97a-4440-86a1-e001ce930558,churn,0.7687494,1,churn,-0.0011643510587691,-0.0033515911234826,-0.0195969517450703,0.0031269887040343,0.001841299924572,0.108101708181894,0.0851324345461853,0.067550979378484,Male,64,Yes,No,Employed,Suburban,College,1671688800
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,0cf2d624-253e-4cd0-8d8d-a4fa4538cb55,no_churn,0.53437376,0,no_churn,0.0390735713728281,-0.0019769556615392,0.0301002839926513,0.079659751098552,0.127709875747769,0.132924956588377,0.187863367729496,0.095619013407304,Male,32,No,No,Employed,Suburban,College,1671688800
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c6fd79bf-0ab7-4487-b50c-06f2b54c3e86,no_churn,0.5572246,0,no_churn,-0.27668371200497,-0.0038979956233197,0.0259639245665403,-0.0459265654923729,0.017261062279731,0.0329658542750257,-0.0202017859412444,0.0014930633725089,Male,29,No,No,Employed,Suburban,Bachelor,1671688800
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7ad8ae28-5cf4-4293-a2f3-67ade68d66d6,churn,0.3526229,1,churn,-0.098415300843626,-0.0022730150063216,0.0744117649368399,0.0002217606310478,-0.0259377018599479,0.0850863295620001,-0.0321380855714869,0.0177681004896112,Male,65,No,Yes,Employed,Suburban,Bachelor,1671688800
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f0044d17-f99d-4170-a5c5-180f9c4a45b9,churn,0.7153842,1,churn,0.174437381730868,-0.0040664199290404,0.0630827247805427,0.0599418469730335,0.0653875114772381,0.151695908786442,0.148992440252287,0.0435024645513294,Female,60,No,Yes,Unemployed,Suburban,High School or Below,1671688800
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,9793c011-ee65-4da8-9dbf-46756d302573,no_churn,0.24121703,0,no_churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Male,68,No,Yes,Employed,Rural,Bachelor,1671688800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a044cc68-44f1-4001-af18-7b6968711d88,churn,0.7565221,1,churn,0.0434781019522233,-0.0031665302224428,-0.0580223315558214,0.0433276157961699,-0.0075865207820606,0.0493950871059132,0.0296247897417561,0.061423640521516,Female,44,No,Yes,Medical Leave,Suburban,High School or Below,1671688800
39,Yes,No,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,2c70935b-0459-41fb-89e3-b2f34a922cae,no_churn,0.0495492259999999,0,no_churn,-0.0399817161477403,-0.0028010879463181,-0.0551126678573564,-0.0118227817382648,0.0143234311930791,-0.124047992146752,-0.0004654680921157,-0.0091178690279411,Male,62,Yes,Yes,Disabled,Suburban,Bachelor,1671688800
30,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5debfe01-26ac-4c2d-b94b-7d00fc01e461,no_churn,0.20114826,0,no_churn,-0.0318128292276924,-0.0095408844897065,-0.0458287735878911,0.0743939944498106,-0.0256451561529775,0.0899922596648502,-0.0042310848042234,-0.0026419116355464,Male,22,No,No,Disabled,Suburban,High School or Below,1671688800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2a82f264-5f19-4b59-96a6-4d57bb8c0e60,churn,0.7081043,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,40,No,Yes,Employed,Suburban,High School or Below,1671688800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,256d0f37-6116-43e7-b439-20c314484586,no_churn,0.66814727,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,32,No,Yes,Employed,Urban,High School or Below,1671688800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b78bcb7c-f59b-4da4-8874-734f698539b5,churn,0.31970146,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,68,Yes,No,Unemployed,Suburban,Bachelor,1671688800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f3fc19d-9253-43aa-b5b5-dadd4274bf9a,churn,0.61875933,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,40,No,No,Retired,Rural,Bachelor,1671688800
56,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,e029f780-c368-4bbc-8146-3da0df74dadf,no_churn,0.11050814,0,no_churn,-0.0490813880035102,-0.0044385441472331,-0.0198425501395513,-0.0478313297429667,0.0226350147503535,-0.105128172181212,-0.0232351821402699,-0.0221039991891302,Female,56,No,No,Medical Leave,Suburban,College,1671688800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7b70beeb-16bc-49f6-914c-8fda064b3faa,no_churn,0.4405267,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,24,Yes,Yes,Unemployed,Suburban,College,1671688800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e71838ba-56f3-474b-984d-399ac1634021,churn,0.41630924,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,73,Yes,No,Unemployed,Suburban,College,1671688800
30,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,16ee9f43-5e5a-49eb-b0a2-7c967d5d5d00,no_churn,0.05889144,0,no_churn,-0.0363975448719565,-0.004383007640099,0.0155754911782742,0.0478758241415471,0.0037435833987001,-0.174611087251415,-0.0236444794304225,-0.0571849291088528,Male,44,Yes,Yes,Unemployed,Suburban,Bachelor,1671688800
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e05d9b99-231c-4da2-89fe-95709abd365f,no_churn,0.35494903,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,66,No,No,Employed,Suburban,Bachelor,1671688800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bd24b4d9-4c76-4772-9f18-094a00a4dfcb,churn,0.52012813,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,39,No,No,Unemployed,Suburban,Master,1671688800
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,276561a5-b12b-4fd3-b39a-ca768d723d04,churn,0.37776244,1,churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Female,61,Yes,No,Medical Leave,Suburban,College,1671688800
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8780ffe2-dcd9-497a-8ceb-3b0cce1222cc,churn,0.5946703,1,churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,71,Yes,Yes,Unemployed,Urban,Bachelor,1671688800
28,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,84636ead-144c-419c-9b43-121295f5988f,no_churn,0.2582064,0,no_churn,-0.121519830393577,-0.0061162383315422,0.005990574244397,0.108605286991378,0.0266060432013728,0.0842886893354761,-0.0477964958375832,-0.0687719053919954,Male,28,Yes,No,Employed,Suburban,College,1671688800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0958d64e-c27c-4b8b-b72b-64ee2ab9ee2a,churn,0.6598147,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,63,No,No,Employed,Suburban,College,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fa77c199-f6af-41a9-b000-6b64b7fa8512,churn,0.7757581,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,67,No,No,Employed,Urban,High School or Below,1671688800
69,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,862b23d6-f4a7-4d9c-844d-2840673a3101,no_churn,0.025059575,0,no_churn,-0.0877684577469972,-0.0028231893025804,0.017627005411341,0.0325448803045401,-0.0034157989198865,-0.178550896180818,-0.0237699776893805,-0.0228697176417881,Female,63,No,No,Employed,Urban,High School or Below,1671688800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c7209c66-c2e9-4284-a00c-93128a071add,no_churn,0.4179676,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Male,54,No,Yes,Employed,Rural,High School or Below,1671688800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,20d7946a-8e8c-4165-9888-bef9d693658f,no_churn,0.22392279,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,30,No,Yes,Employed,Suburban,Bachelor,1671688800
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,158dd4b5-5489-4fa1-a67a-ac67e0f2bee2,no_churn,0.59654164,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,74,Yes,Yes,Employed,Suburban,College,1671688800
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a1cb5b15-69f0-4172-afc0-6db1a58bb8b6,no_churn,0.58155566,0,no_churn,-0.0797040896327234,-0.0027837866349,-0.0016346269526638,0.113437306335863,-0.0167023071440235,0.0876637974654613,-0.021591509325317,-0.0397227245568592,Female,47,No,No,Employed,Suburban,High School or Below,1671688800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,22710bbe-9fcf-46bc-8ce8-7aeeb1ff387d,churn,0.81251436,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,61,Yes,No,Employed,Suburban,Bachelor,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a8cd0912-1fae-4d80-85eb-522dc86d3bce,churn,0.7739762,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,29,Yes,No,Employed,Suburban,High School or Below,1671688800
51,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,85032f16-fcdd-4806-b15a-a2c7df2a98b4,no_churn,0.025680382,0,no_churn,-0.094838221152986,-0.0059548158824327,-0.0852418564815161,0.0304130060755778,0.0019574048018694,-0.0891944843018518,-0.0128989774663932,-0.013268206863504,Male,35,Yes,No,Unemployed,Urban,Bachelor,1671688800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,08551f11-9c18-4f46-a1fb-2d6799f033e5,no_churn,0.3676025,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,62,No,No,Unemployed,Suburban,Bachelor,1671688800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aec85f20-d72a-4f53-8e74-0d6cf26ea5ad,churn,0.6265409,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,24,No,No,Unemployed,Suburban,College,1671688800
18,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,81a22946-5c37-482a-b0d1-d54c7ee659dc,no_churn,0.14385632,0,no_churn,-0.0621521906823545,-0.0043644454498189,0.0239449663361347,0.0270351641752313,-0.0245407718024353,-0.13337291935105,-0.0284324043041397,-0.0642268832693025,Male,23,No,Yes,Unemployed,Suburban,Bachelor,1671688800
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b436db54-7f84-4679-b5b6-c1ac7fbfaecb,no_churn,0.29538465,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Male,67,Yes,Yes,Medical Leave,Suburban,Bachelor,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,df7634bc-f807-4c94-b6b2-1498b010e9cf,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,29,No,Yes,Employed,Suburban,Master,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,14ec57d9-ec56-4154-add3-e5127618a9a6,churn,0.7757581,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,29,No,Yes,Unemployed,Suburban,Bachelor,1671688800
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,e6cd616d-a031-4315-8d49-b919964790a4,no_churn,0.117685035,0,no_churn,-0.127527729651251,-0.0033785463954154,-0.0078041675478243,0.0186478068325504,-0.0110817889041754,-0.0954742713002497,-0.0171118652718632,-0.0252955891247165,Female,56,No,No,Employed,Suburban,College,1671688800
60,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,7b5ecf2c-642a-4019-9da0-6259f6a8d8a5,no_churn,0.1427958,0,no_churn,-0.0822370846602643,-0.0027388298422192,0.0054068862349367,0.051684159710312,-0.0573268389769964,-0.135207076796805,-0.017695727632763,-0.0309116391783209,Male,53,No,No,Employed,Suburban,College,1671688800
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0ef60b6f-19b1-42ac-bbc1-de81a2710e39,no_churn,0.6148136,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,32,No,Yes,Disabled,Rural,Bachelor,1671688800
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0110da7c-3809-4763-b99d-2197f58af6d0,no_churn,0.40132195,0,no_churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Female,24,Yes,Yes,Employed,Urban,High School or Below,1671688800
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ba45d59-0614-46f6-a807-e72b100d0acc,no_churn,0.2144546,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,26,No,Yes,Employed,Suburban,Bachelor,1671688800
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3acbe622-f10b-432e-90e1-73f81a63164b,no_churn,0.54322857,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Male,27,No,No,Retired,Suburban,Master,1671688800
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c9deeadd-e7d5-4124-b0df-1e299266f6f0,no_churn,0.08633275,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,36,No,Yes,Medical Leave,Suburban,Bachelor,1671688800
16,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,5520b90d-4657-4f2a-81bb-35b9932f79b7,no_churn,0.053539034,0,no_churn,0.0091154507924784,-0.0041918805033492,-0.0309087901425846,-0.0163005874370173,-0.0319714103857677,-0.143701976254743,-0.0222935428880191,-0.0287734145359809,Female,33,Yes,Yes,Employed,Suburban,High School or Below,1671688800
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b37bfc28-36dc-4a12-b274-c6de6795a111,churn,0.41949096,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,41,Yes,Yes,Employed,Rural,Bachelor,1671688800
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,d9f7c9b3-97d9-4008-ac63-2ab121da09ed,churn,0.0049935887,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Female,24,No,No,Unemployed,Suburban,College,1671688800
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,35833342-c36d-422c-8541-897aad1fb59a,no_churn,0.038967784,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,66,No,Yes,Medical Leave,Rural,Master,1671688800
57,Yes,No,High Speed,Web_Chat_Support,Two year,<80hrs,Active,c0acb075-a564-4ed5-b434-066ba8e2db8d,churn,0.18646872,1,churn,0.0206798177274868,-0.0001976574811487,-0.0044115799352039,0.0045319112504694,0.0940096491233089,-0.14390768104151,-0.0310214705273028,0.0712908598260401,Female,71,No,Yes,Unemployed,Suburban,High School or Below,1671688800
8,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,8a556ea9-1582-4392-a0fc-6587fff456c1,no_churn,0.010161674,0,no_churn,0.0184922176956934,-0.0054058409596291,-0.0096427599355229,-0.0304512133362914,0.0178523675261385,-0.188040531895022,-0.0328719479423489,-0.0389584440995349,Male,52,No,Yes,Employed,Suburban,College,1671688800
56,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,d8ef3188-e4e1-4aae-904e-246402c9dfbc,no_churn,0.10307346,0,no_churn,0.105889942565964,0.0007774727922696,0.0144471480341871,0.0615559522699368,0.153515529006609,0.037450165337359,0.175840219829488,0.0914974342558707,Male,47,No,No,Unemployed,Suburban,College,1671688800
67,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,73df725f-39e4-456e-9bdd-c8635e592f6f,no_churn,0.0080623309999999,0,no_churn,-0.11983872381561,-0.002103432576805,-0.0131508402649706,0.0030211644992959,0.0335722005244315,-0.183818676501887,0.0418343666811051,0.0514577905828809,Male,30,No,Yes,Employed,Suburban,High School or Below,1671688800
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,bb5b8fc7-723e-4c17-bbb6-f212789f02d5,no_churn,0.009795654,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,60,No,Yes,Employed,Suburban,Bachelor,1671688800
29,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,4ef2180f-8a89-44f6-9f8d-668da8130933,no_churn,0.007524748,0,no_churn,-0.0241320542215225,-0.0050623081876619,-0.0084842559039225,-0.0216722520339499,0.0228252141877646,-0.130718952595907,-0.0430284688697338,-0.0387530752061229,Female,66,No,Yes,Employed,Suburban,High School or Below,1671688800
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,86f28e9e-33e6-4272-b424-5033e05257cf,no_churn,0.2144546,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,56,No,No,Unemployed,Suburban,College,1671688800
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d808807b-d2e4-4d58-b51e-6ef296ff3647,churn,0.11307457,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,53,No,Yes,Employed,Suburban,High School or Below,1671688800
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,843bb38b-73a3-49ed-ab27-358fcf6be9ae,no_churn,0.123762436,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,65,Yes,No,Medical Leave,Rural,High School or Below,1671688800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9f93849d-0a85-46aa-bb87-337d4a078aef,churn,0.39678642,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,57,No,No,Disabled,Rural,Bachelor,1671688800
57,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,efc6bf1d-5ae5-442b-a19e-7d2463e07d1d,no_churn,0.032754917,0,no_churn,-0.0264242797434053,-0.0030817026937438,0.00269598358871,-0.0499135590673904,0.016532920295358,-0.122604865425801,-0.0369484339561313,-0.0492822160001378,Female,71,Yes,Yes,Employed,Suburban,College,1671688800
50,Yes,No,Medium Speed,In_Store_Support,One year,100hrs+,Active,092ac73b-cda5-4357-9b66-5bebfe2fafae,no_churn,0.09852613,0,no_churn,-0.0719946626910496,-0.0033918039538548,-0.0430273314321129,-0.0163044716963668,-0.0987470895521801,-0.0340947500674337,0.0086166160280117,0.0299173409437935,Female,68,No,No,Employed,Urban,Bachelor,1671688800
53,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,f15d4f03-f822-4891-80f5-d399f56d5b27,no_churn,0.23057753,0,no_churn,-0.0407809733084104,-0.0002914189948569,0.0314554850919739,-0.0186869952529923,0.0172942966307709,-0.0236475368815263,0.0339939744708135,0.0216370205220846,Male,78,Yes,Yes,Unemployed,Urban,High School or Below,1671688800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f476ab01-51a7-4294-b790-ca66f637ec35,churn,0.52012813,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,34,No,No,Employed,Rural,Bachelor,1671688800
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,6cdefb4d-e89f-42c9-957c-e935ed6e31cb,no_churn,0.24121703,0,no_churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Female,54,No,No,Employed,Suburban,College,1671688800
15,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,b3d1dee3-f7a5-443d-8f59-5e1b46b8ac42,no_churn,0.05535741,0,no_churn,-0.003321427729179,0.0219488260288471,-0.0050294513242579,-0.0374196966607405,-0.0288964126391192,-0.147552833811615,-0.02787291507404,-0.0298822393597629,Female,55,No,No,Medical Leave,Suburban,Bachelor,1671688800
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,fe0930e7-ea80-4544-8655-3d33aabfc7e1,no_churn,0.12940522,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,20,Yes,Yes,Unemployed,Suburban,College,1671688800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,10bf6106-6010-4de7-97a8-94918f1b2adf,churn,0.15921727,1,churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Male,65,No,Yes,Unemployed,Suburban,College,1671688800
14,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f95199a3-3f33-4e05-b97d-576e2229f210,no_churn,0.077254504,0,no_churn,-0.0189826989190623,-0.0071680095417104,-0.0155513101797805,0.0180690772594061,-0.0143048086836461,0.0648944754367403,-0.0226850906788422,-0.0359388359989498,Male,35,No,Yes,Medical Leave,Suburban,Bachelor,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5da34133-488c-4691-8540-7d0f967df259,churn,0.7757581,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,75,Yes,No,Unemployed,Urban,Bachelor,1671688800
49,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,e58a398a-f515-4796-9cc9-31f5cc9ca660,no_churn,0.19171731,0,no_churn,-0.033047450506956,-0.0038956744676579,0.0567517510577636,-0.0359799586589451,-0.0310648598446368,-0.207068781472935,-0.0186123361808768,0.0638911553017715,Male,68,No,Yes,Employed,Suburban,College,1671688800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,c51fd877-bc55-4371-bf56-ec0dda6f433e,no_churn,0.0109335985,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,58,No,No,Employed,Rural,College,1671688800
71,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,d5b80cae-f3a9-484b-a982-9318efe227f6,no_churn,0.0019396713,0,no_churn,-0.0771368467408319,-0.0039921905682422,-0.0119241481723565,-0.0210568033817253,0.0008759004161947,-0.111252103544921,-0.0196949271421272,-0.0248450336877613,Male,58,No,No,Employed,Rural,College,1671688800
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,316a495c-64e2-4748-82fb-036a26c1ecd1,no_churn,0.13037889,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Female,32,Yes,Yes,Employed,Urban,College,1671688800
69,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,77621809-76f5-4137-bb43-f0dd0e1e830b,no_churn,0.013982423,0,no_churn,-0.0893663717484105,0.0084641281629137,-0.0038830122394847,-0.0149552757487799,0.0031222354006604,-0.135179156440513,-0.0163121887120314,-0.0209165124053788,Male,52,No,No,Unemployed,Rural,College,1671688800
33,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9eed879-5e1f-4da8-aca1-b5edce011c31,no_churn,0.035041783,0,no_churn,-0.10895664936651,-0.0059293984195755,-0.0499562080270425,-0.079534224656636,0.0215777808502753,0.0289690825686648,-0.0285390903479401,-0.0466574429929278,Female,50,No,No,Employed,Suburban,College,1671688800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4307c3bb-9991-4b62-aacb-86bf4ea1be62,no_churn,0.66814727,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,22,No,No,Employed,Suburban,College,1671688800
18,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,3e2c05e6-862a-44cb-883e-7df39a12136a,no_churn,0.14385632,0,no_churn,-0.0621521906823545,-0.0043644454498189,0.0239449663361347,0.0270351641752313,-0.0245407718024353,-0.13337291935105,-0.0284324043041397,-0.0642268832693025,Female,75,No,Yes,Disabled,Rural,College,1671688800
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,99596bb6-e947-416e-9ecc-50aaf50c2a13,no_churn,0.19828063,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,52,No,Yes,Unemployed,Suburban,High School or Below,1671688800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,186bf938-3e42-4cbc-9585-2eef555f1059,no_churn,0.09313269,0,no_churn,-0.288451467467512,-0.0039072399919086,0.0147909504390145,-0.0139344971830405,-0.0001021232590665,-0.0069044048290334,0.0223998402118377,0.0295827904851648,Male,21,Yes,Yes,Unemployed,Urban,Doctor,1671688800
69,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,0a71a827-e277-4bdd-85c2-c1bd118c2ed5,no_churn,0.013277655,0,no_churn,-0.0608579269588335,-0.0017818456703389,0.026255216937152,-0.0318501450917574,0.0331146821053153,-0.254322448609282,0.0594007577960292,0.0510155583597224,Female,34,No,No,Employed,Urban,College,1671688800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e795404f-abdb-428a-9714-8ba94cba7eb1,churn,0.6166743,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,28,No,No,Employed,Suburban,College,1671688800
40,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8ce42f8e-5521-40f9-b46f-72c2a4ca6a3d,churn,0.46279147,0,no_churn,-0.205289153628892,-0.0122717122553149,-0.0508491204461461,-0.0301355337479071,0.047915848753073,0.0233831081974312,0.0189199994512091,0.0448242214390484,Female,46,No,No,Employed,Suburban,College,1671688800
53,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,cdeb2bcd-30a3-438f-9f23-78ac31f577a3,no_churn,0.115026794,0,no_churn,-0.0661976248201062,-0.001894180635827,-0.055578384815144,-0.104552324711331,0.0559066837305181,-0.121395500282124,0.05017753382308,0.0545076461148164,Male,22,Yes,Yes,Medical Leave,Suburban,High School or Below,1671688800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e0629e3e-ee7f-4294-8e5a-523fe8709faa,churn,0.7565221,1,churn,0.0434781019522233,-0.0031665302224428,-0.0580223315558214,0.0433276157961699,-0.0075865207820606,0.0493950871059132,0.0296247897417561,0.061423640521516,Male,74,Yes,Yes,Employed,Suburban,High School or Below,1671688800
13,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,476746a5-2e3e-4d44-ab13-6e3fc6aea5b2,no_churn,0.23252153,0,no_churn,-0.0613743336948391,-0.0115274575371586,-0.0437723662079952,-0.0423885427342793,-0.0499983502809482,0.0427307959308109,-0.0305227116101923,-0.0371731850985816,Female,67,No,No,Unemployed,Rural,Bachelor,1671688800
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,70b4525f-100e-4828-ba77-20bdd3979da8,no_churn,0.22319873,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,78,No,No,Unemployed,Urban,High School or Below,1671688800
69,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,489e85d6-e270-4604-a66f-4e2ee182d151,no_churn,0.013982423,0,no_churn,-0.0893663717484105,0.0084641281629137,-0.0038830122394847,-0.0149552757487799,0.0031222354006604,-0.135179156440513,-0.0163121887120314,-0.0209165124053788,Male,38,Yes,No,Employed,Rural,College,1671688800
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d7ce7d64-9662-4d7c-9980-b01fc9325687,churn,0.782338,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,80,No,No,Employed,Suburban,Bachelor,1671688800
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,242562fa-67da-4620-9d79-ab0a57333348,no_churn,0.2144546,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,48,No,Yes,Employed,Suburban,Bachelor,1671688800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,76ad836a-756b-479d-9b90-3dfcf5f3fae6,no_churn,0.2959092,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,58,No,No,Unemployed,Rural,College,1671688800
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,7cb0edea-e212-4edd-bf56-fc182d5354df,no_churn,0.009795654,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,62,No,Yes,Employed,Urban,High School or Below,1671688800
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,05265a37-c22e-466c-82a7-edcd9b6a3986,no_churn,0.25667092,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,43,No,No,Medical Leave,Suburban,College,1671688800
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e79e1e12-4652-483e-a596-d71c30c1f52e,no_churn,0.25667092,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Male,71,Yes,No,Employed,Suburban,College,1671688800
52,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2e941584-154c-4e81-960a-c6583b52d878,no_churn,0.24425863,0,no_churn,-0.120765832407915,-0.0036277625867478,-0.109984569321759,-0.0537961624534,0.0226870766641695,0.0604818267757764,-0.0183725964557015,-0.0156481317819816,Male,47,No,No,Employed,Suburban,Master,1671688800
71,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,d9bcf130-577c-4075-8af5-0b88b3ca32ea,no_churn,0.052232772,0,no_churn,-0.11998228623459,-0.004019994120299,0.0051396318203114,-0.0064639102515047,-0.0166143585310874,-0.064633432208484,0.0059211072831249,0.0416270905358533,Female,68,Yes,No,Unemployed,Suburban,College,1671688800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,11ef5a71-5d17-4836-a194-792cd96d3f28,no_churn,0.2959092,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,49,Yes,No,Unemployed,Urban,College,1671688800
69,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,90286d3e-468b-4d62-8a23-d367a402f639,no_churn,0.013982423,0,no_churn,-0.0893663717484105,0.0084641281629137,-0.0038830122394847,-0.0149552757487799,0.0031222354006604,-0.135179156440513,-0.0163121887120314,-0.0209165124053788,Female,42,No,Yes,Employed,Suburban,High School or Below,1671688800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d3dbb5d2-6db1-42d9-a3de-8e4d1b9ced97,churn,0.6265409,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,32,No,Yes,Medical Leave,Suburban,College,1671688800
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,eb5de3e7-6485-470d-86c7-1af3d293516e,no_churn,0.53437376,0,no_churn,0.0390735713728281,-0.0019769556615392,0.0301002839926513,0.079659751098552,0.127709875747769,0.132924956588377,0.187863367729496,0.095619013407304,Female,59,No,No,Retired,Rural,Bachelor,1671688800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,161ee75b-75ef-49f1-bc12-79c245cb2dcc,churn,0.41630924,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,40,No,No,Retired,Rural,Bachelor,1671688800
60,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,f09cf73f-2e3b-44fa-be78-12e752b0cc05,no_churn,0.019874893,0,no_churn,-0.0446642876648274,-0.0064707387544876,-0.0129525529648162,-0.0452598953730012,-0.018796030643225,-0.0926497162920804,-0.0190161852197343,-0.0192167435517058,Female,34,Yes,Yes,Employed,Urban,High School or Below,1671688800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,987ad144-9174-476a-9657-489131ab6aef,no_churn,0.22392279,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,58,No,No,Employed,Suburban,High School or Below,1671688800
69,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,f889418e-d0ab-4ebb-b37e-5562a6610888,no_churn,0.025059575,0,no_churn,-0.0877684577469972,-0.0028231893025804,0.017627005411341,0.0325448803045401,-0.0034157989198865,-0.178550896180818,-0.0237699776893805,-0.0228697176417881,Male,33,No,No,Unemployed,Urban,Doctor,1671688800
37,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,446e9029-22fc-4d9b-99b7-2abdccad1ef2,no_churn,0.05085749,0,no_churn,-0.0570510795169593,-0.0072016275508758,0.014592848663733,-0.0191467322698463,0.0150155114502376,-0.139791602219093,-0.0178824281714878,-0.0521064973520151,Female,23,No,Yes,Medical Leave,Urban,High School or Below,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b6cfa79a-450c-48d6-98ee-3c93fe60a4c9,churn,0.7757581,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,70,No,No,Employed,Suburban,Bachelor,1671688800
13,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,e1905d9e-4db2-45c3-9751-1a0aedc0b136,no_churn,0.009009459,0,no_churn,-0.0223549686278965,-0.0057196002006821,-0.0211046914830603,-0.0353130118183435,-0.0306617374135112,-0.113542735928486,-0.0189171497459938,-0.0214122573034001,Female,68,No,Yes,Retired,Suburban,Bachelor,1671688800
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,20c4380b-84f8-4cb0-a5cb-e73a38f6ce70,no_churn,0.009795654,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,47,Yes,Yes,Unemployed,Suburban,High School or Below,1671688800
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5af611eb-93e7-4479-b14b-1779cdd418e0,no_churn,0.35494903,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,80,Yes,No,Employed,Suburban,College,1671688800
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,de260c5a-bc88-439b-962e-62555a651c95,churn,0.3526229,1,churn,-0.098415300843626,-0.0022730150063216,0.0744117649368399,0.0002217606310478,-0.0259377018599479,0.0850863295620001,-0.0321380855714869,0.0177681004896112,Male,35,Yes,Yes,Disabled,Suburban,College,1671688800
72,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,0d4132f7-87b4-4cab-8dcd-b5f424498df9,no_churn,0.114757724,0,no_churn,-0.157279277732005,-0.0021518954934663,-0.0292535900171014,0.008594736833802,0.0308293006780741,-0.0862698378855338,0.0245900515161884,0.0519143610856963,Female,27,Yes,Yes,Employed,Rural,College,1671688800
26,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,026c1167-db50-47ce-b819-4d25fd7c0b91,no_churn,0.23066373,0,no_churn,-0.129394259520855,-0.0076763219590429,0.0384019265815732,-0.0101372186370645,-0.133136638238698,0.0534843825069356,-0.0350942902404676,-0.0321403966604975,Male,36,No,Yes,Unemployed,Rural,College,1671688800
69,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,ea03bcc5-8411-4945-af01-4cc425add47b,no_churn,0.013277655,0,no_churn,-0.0608579269588335,-0.0017818456703389,0.026255216937152,-0.0318501450917574,0.0331146821053153,-0.254322448609282,0.0594007577960292,0.0510155583597224,Female,63,Yes,No,Retired,Suburban,High School or Below,1671688800
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9d5c4d44-ffbd-4000-917c-5ab82fe3d0c7,churn,0.604557,1,churn,0.0392600531171683,-0.0044942343759066,-0.0801468155239717,-0.072512612941523,0.103970424113049,0.0975243339868029,0.0152177983463298,0.0973096631351836,Female,48,Yes,Yes,Employed,Suburban,Bachelor,1671688800
21,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d2019af5-df38-48af-a32a-621b9a8e5457,no_churn,0.11259016,0,no_churn,-0.0255488389125457,-0.0049294715286305,-0.0375730656489395,-0.0240155236808823,-0.0080264881360471,-0.0925221816181783,-0.0391515866049394,-0.0372589970703938,Male,64,No,Yes,Unemployed,Suburban,Bachelor,1671688800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,54db76ef-c435-4207-97b6-34e4427b8c6b,no_churn,0.4179676,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Male,22,No,Yes,Employed,Suburban,High School or Below,1671688800
3,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8fc2b696-e53b-4404-9be6-3768dd4649e3,churn,0.7853759,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,22,No,Yes,Employed,Suburban,Bachelor,1671688800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,bbe20f19-53ad-44c8-92de-25483eed3079,no_churn,0.0063888235,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,65,No,No,Employed,Suburban,High School or Below,1671688800
21,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,ad49ea15-a453-47e0-9536-9d92409f6e79,no_churn,0.11259016,0,no_churn,-0.0255488389125457,-0.0049294715286305,-0.0375730656489395,-0.0240155236808823,-0.0080264881360471,-0.0925221816181783,-0.0391515866049394,-0.0372589970703938,Male,61,No,No,Unemployed,Suburban,Bachelor,1671688800
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2d7628b4-64bd-4224-95e5-db09f696ffb2,churn,0.8803482,1,churn,0.14797783870561,-0.0050538820944711,-0.0661896065229666,-0.036900233306851,0.0694850458012479,0.121387021791179,0.0246290080974904,0.078971990688733,Male,69,No,No,Employed,Suburban,Master,1671688800
10,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,025aeb26-05f2-47b8-908a-04a671369437,no_churn,0.039253365,0,no_churn,-0.0153249879967006,-0.0060461628641496,-0.0219071378530134,-0.0408746972273184,-0.0245221668048179,-0.107216927222107,-0.023437644395999,-0.0296964284297064,Female,25,No,Yes,Employed,Urban,High School or Below,1671688800
17,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,ba2b7d45-d37b-431b-9c16-4c6979b40a66,no_churn,0.13854127,0,no_churn,0.0638246024074851,-0.0100244445238422,0.010570363126244,0.0287009795795165,-0.090177063226256,0.0939227785532966,0.0346296324140894,-0.0328063276377906,Male,76,Yes,Yes,Disabled,Urban,Master,1671688800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,74533081-3523-44bc-807e-79720c90f1bc,no_churn,0.029108427,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Male,78,Yes,No,Employed,Suburban,High School or Below,1671688800
27,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,3c2c32db-e218-4c42-98b4-74a0abab3eb5,no_churn,0.0149173539999999,0,no_churn,-0.0896494636638453,-0.0041049536474747,-0.013601868595997,-0.0322100675175988,-0.0334992249684728,-0.0533599995314853,-0.0187172710900995,-0.0238833016843773,Male,21,No,No,Medical Leave,Suburban,High School or Below,1671688800
60,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,b66a08ba-6d8e-45d9-a053-4ab55b8c0392,no_churn,0.048606195,0,no_churn,-0.127227222600177,-0.0022344841175799,0.0160169060852968,0.0030995045737745,0.0094931370960694,-0.123931184671474,0.0003616011333542,0.0353955920114276,Female,76,No,No,Unemployed,Suburban,High School or Below,1671688800
7,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,979693c1-1b50-4cdc-86b2-e53eea3a4d6f,no_churn,0.077682495,0,no_churn,0.0062844099566791,-0.0170819241404387,-0.0340230454629727,-0.0544465685063369,-0.0997191579180798,0.0406280090090695,-0.0340871596801844,-0.0192184675488897,Male,58,Yes,No,Employed,Rural,College,1671688800
47,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,115a60d9-6f2f-4fd9-8cdf-095c5ed85be7,no_churn,0.54988235,0,no_churn,-0.119965834040922,-0.0032631501370997,-0.0459542835545107,-0.0736755665297823,0.0589288410636618,0.0349695012339179,-0.0078731688983498,0.0178075105602329,Female,45,No,No,Employed,Suburban,College,1671688800
29,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,78ca9fa5-56f8-4bc8-9dc4-1ea5d8b16120,no_churn,0.007524748,0,no_churn,-0.0241320542215225,-0.0050623081876619,-0.0084842559039225,-0.0216722520339499,0.0228252141877646,-0.130718952595907,-0.0430284688697338,-0.0387530752061229,Female,29,Yes,Yes,Employed,Suburban,Master,1671688800
16,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,eef2f102-c6cf-4b39-af39-15f0f0669b53,no_churn,0.053539034,0,no_churn,0.0091154507924784,-0.0041918805033492,-0.0309087901425846,-0.0163005874370173,-0.0319714103857677,-0.143701976254743,-0.0222935428880191,-0.0287734145359809,Male,27,Yes,No,Employed,Suburban,Master,1671688800
19,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,6f89fd40-b657-44ed-83d9-4a4fea866a33,no_churn,0.10653222,0,no_churn,0.0134828091180224,-0.0037515256174447,-0.0341846735363287,0.0175895456404759,0.0073708665878439,-0.152449646449741,-0.0205836980428648,-0.0208331578809338,Female,53,No,No,Unemployed,Urban,High School or Below,1671688800
69,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,91b3176b-5cc8-4a7a-a409-2ae4f1792ea0,no_churn,0.009356253,0,no_churn,-0.0499034033338739,-0.0035173423161359,-0.002951395732889,-0.0289424458859866,-0.0339560852141767,-0.113720932364504,-0.0160550353610051,-0.0179795129582089,Female,68,No,No,Unemployed,Suburban,Master,1671688800
29,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,b7e8b86a-4800-4474-a728-eb1f55d0e466,no_churn,0.20888302,0,no_churn,-0.0825996785943789,-0.0084833089044695,0.0089300544451907,-0.0794228478280274,-0.117231863325833,0.0478205868151417,-0.0131188488194129,0.0350797567483277,Male,58,No,Yes,Employed,Suburban,College,1671688800
70,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,1cb303ff-dd6b-40b8-b66b-8774894da9ce,no_churn,0.01884159,0,no_churn,-0.0662783180544465,-0.0036688307392614,-0.0150763871922936,-0.0197250180185255,-0.0018858908579386,-0.113211373599834,-0.0207570615389067,-0.0284232728335973,Male,56,No,No,Employed,Suburban,High School or Below,1671688800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2cf49c5e-4aef-4fc0-a85e-a1a43409eb6d,churn,0.6034754,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,33,No,No,Unemployed,Suburban,High School or Below,1671688800
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,d4b22ee4-fb74-4e5f-949f-cd5cbe213955,no_churn,0.084327824,0,no_churn,-0.171172969386535,-0.0043244603076527,-0.0785514407993469,0.0287254482208118,0.0317425972116507,0.0294321273089553,-0.0229499399751512,-0.0219275113301591,Male,68,No,No,Unemployed,Urban,High School or Below,1671688800
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,0af0f412-e1a2-4592-9c97-f8d01252ad20,churn,0.604557,1,churn,0.0392600531171683,-0.0044942343759066,-0.0801468155239717,-0.072512612941523,0.103970424113049,0.0975243339868029,0.0152177983463298,0.0973096631351836,Female,37,Yes,Yes,Employed,Rural,High School or Below,1671688800
56,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,c946aab0-4c47-45d1-b82a-13881844c987,no_churn,0.11050814,0,no_churn,-0.0490813880035102,-0.0044385441472331,-0.0198425501395513,-0.0478313297429667,0.0226350147503535,-0.105128172181212,-0.0232351821402699,-0.0221039991891302,Female,48,No,No,Unemployed,Suburban,High School or Below,1671688800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d492edf1-791d-414b-857d-d0954199666d,churn,0.81251436,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,28,No,No,Disabled,Urban,Bachelor,1671688800
8,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6c46b1c7-270e-4d9d-b881-f1926aa1ddd5,churn,0.20662902,1,churn,-0.0334220972391767,0.0294202089630744,0.0090268499726516,-0.0544852577730716,-0.202914456632179,0.0556003060646071,-0.0262056059644191,-0.0360460977618186,Female,60,No,Yes,Unemployed,Suburban,College,1671688800
46,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,939e6b15-cdb4-414b-845e-18f747ad6655,no_churn,0.0669256999999999,0,no_churn,-0.0733234472503681,0.0296323618545011,0.0050442745450027,-0.035333043693904,-0.0668871054623923,-0.0540763890942162,-0.0315296243121019,-0.0225531765716004,Female,69,No,No,Employed,Suburban,Master,1671688800
69,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,9a43da0d-5c49-4900-8bc3-d03aa8d6105e,no_churn,0.0120110169999999,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Male,64,Yes,Yes,Employed,Suburban,College,1671688800
33,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5dd017e0-1b6e-469b-8cec-f26ea21a6893,no_churn,0.17090374,0,no_churn,-0.0554011376877178,-0.0040443509536225,0.0111229550046664,-0.142354563357749,0.036994284845623,0.0390383382279196,-0.0555572063661702,-0.0688244739402307,Male,79,Yes,Yes,Unemployed,Suburban,College,1671688800
60,Yes,No,Low Speed,Web_Chat_Support,Two year,<50hrs,Active,67063bd3-58de-4dac-8357-38e7b7552c49,no_churn,0.10037452,0,no_churn,-0.0704011647577135,-0.0019318274259421,-0.0072412151386561,-0.0140575311951579,0.0531703704818755,-0.19891778434092,0.0488483068757705,0.0515046954112585,Male,30,No,No,Unemployed,Suburban,Bachelor,1671688800
8,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,36f682d9-aaf4-443f-933a-602709e867df,churn,0.20662902,1,churn,-0.0334220972391767,0.0294202089630744,0.0090268499726516,-0.0544852577730716,-0.202914456632179,0.0556003060646071,-0.0262056059644191,-0.0360460977618186,Female,78,No,No,Unemployed,Suburban,High School or Below,1671688800
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,caa9097a-9a45-48b1-ada8-6b13dcec1d39,no_churn,0.049411245,0,no_churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Female,26,Yes,No,Employed,Suburban,Doctor,1671688800
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,ef2c4e97-6347-40b5-905e-8589a603d355,no_churn,0.13037889,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Female,58,Yes,Yes,Unemployed,Suburban,Bachelor,1671688800
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4cb30044-ebaf-45c7-a3eb-981a502d72e9,no_churn,0.076513864,0,no_churn,0.0074377899813589,-0.0020827993618877,0.067188284007625,-0.0073733094331146,0.0917798381416832,0.101812983284044,-0.0318429964749884,-0.0058983199231443,Male,56,No,Yes,Unemployed,Rural,Bachelor,1671688800
1,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5935503b-1c8c-4e4a-9abe-a49b9cb4cf46,churn,0.6126213,1,churn,0.316145662452891,-0.0109790534852936,0.0653358181750945,0.017181550276673,-0.0144549235771273,0.139459111530296,-0.025274873264716,-0.0191060981044574,Female,62,Yes,Yes,Employed,Suburban,College,1671688800
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4bf10cec-e15c-4ecd-ba37-e68720fa88b8,no_churn,0.5572246,0,no_churn,-0.27668371200497,-0.0038979956233197,0.0259639245665403,-0.0459265654923729,0.017261062279731,0.0329658542750257,-0.0202017859412444,0.0014930633725089,Female,45,No,Yes,Medical Leave,Suburban,College,1671688800
25,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,50470de2-c767-42bb-abe9-b11e0f66f6e0,no_churn,0.35655174,0,no_churn,-0.10656563041367,-0.0070337401420329,-0.095858275339142,-0.0474296625413717,-0.0716072531350937,0.0476360345216244,0.0289392954622689,0.0316073662334451,Female,43,No,Yes,Employed,Suburban,Bachelor,1671688800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,bb5d1db5-06d4-4b44-920a-5569a292818b,no_churn,0.7565221,1,churn,0.0434781019522233,-0.0031665302224428,-0.0580223315558214,0.0433276157961699,-0.0075865207820606,0.0493950871059132,0.0296247897417561,0.061423640521516,Female,24,No,Yes,Employed,Suburban,Master,1671688800
33,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,149e6742-d38a-4a30-8b24-7f5da9dbd685,churn,0.31330326,1,churn,0.0309640130630305,0.0002576932675219,0.0222957209914966,-0.0089676897203844,-0.0337446449375511,0.0077844374731193,-0.0237870300382201,0.0061713499625693,Male,69,Yes,Yes,Employed,Urban,College,1671688800
4,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,c4987bd7-3838-4987-9194-f788adf00400,churn,0.65847313,1,churn,0.268147073766182,-0.0027945854621884,0.0344955109110469,0.23800281902305,-0.0227930632899779,0.130743501710599,-0.0072726298951602,0.0161952248689249,Male,52,No,No,Employed,Suburban,Bachelor,1671688800
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8a229baf-896a-471e-aa8d-e2e27c20debf,no_churn,0.29538465,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,47,No,No,Unemployed,Rural,College,1671688800
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ad1af345-ad3d-4588-ad00-4ab9f91fe501,no_churn,0.19828063,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,59,No,No,Unemployed,Urban,High School or Below,1671688800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,d7827d4a-1873-41f2-901a-6b2c32680d35,no_churn,0.029108427,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,52,No,Yes,Unemployed,Suburban,High School or Below,1671688800
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,71693564-01de-426b-ae3b-44e28f23e950,churn,0.3526229,1,churn,-0.098415300843626,-0.0022730150063216,0.0744117649368399,0.0002217606310478,-0.0259377018599479,0.0850863295620001,-0.0321380855714869,0.0177681004896112,Female,68,No,No,Retired,Rural,Bachelor,1671688800
3,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,e4cadded-3ba1-4c9d-9a62-c338b280880d,churn,0.7853759,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,66,No,Yes,Retired,Rural,Master,1671688800
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4325af5d-efb2-46f0-9bba-e9b78fd95eea,no_churn,0.123762436,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,65,No,Yes,Employed,Rural,College,1671688800
32,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6035d577-6737-4332-8c64-58c2e43ba232,no_churn,0.09928276,0,no_churn,-0.075025721055199,-0.010697321021671,-0.010060096369707,-0.147889818880503,-0.0253349814670036,0.0417468580459626,-0.0193480821224329,-0.0224169886146774,Male,55,No,Yes,Employed,Rural,College,1671688800
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0c120120-6d63-41a2-9f70-bec5d3e3f0ec,churn,0.37776244,1,churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Male,58,No,Yes,Employed,Suburban,High School or Below,1671688800
71,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,21658462-b89f-4e5f-a84b-b10ce46410b6,no_churn,0.058200218,0,no_churn,-0.160391325337014,0.0001086778569879,0.0373946428553244,-0.0148070094104878,0.0313322362268991,0.117722669267787,0.127898685452819,0.123048608303234,Male,23,No,No,Unemployed,Rural,Master,1671688800
60,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,446d2bc5-f8fa-4fce-8177-a8c682f03fc7,no_churn,0.031723436,0,no_churn,-0.0846393453271366,-0.006132258869693,-0.0081454467179355,-0.0416396856663004,-0.0464988978375186,-0.0755162737520458,0.0235877406643521,0.0299580156788147,Male,22,No,Yes,Disabled,Rural,High School or Below,1671688800
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ff571a4c-4ff4-47fe-bf4a-523600e5ee0c,no_churn,0.038967784,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,75,Yes,No,Employed,Urban,College,1671688800
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dbdbb8e0-a1e8-40b3-b033-965dd09dc2c1,no_churn,0.049411245,0,no_churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Male,41,No,Yes,Unemployed,Urban,Bachelor,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1c19011b-2ca7-40ec-8107-757a2a6d4d7e,churn,0.7757581,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,41,No,Yes,Employed,Suburban,College,1671688800
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fb3cd668-abf6-4e77-b48c-218d105d7bc2,no_churn,0.14560145,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,41,Yes,No,Employed,Suburban,High School or Below,1671688800
60,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,44618e18-4a12-4054-abed-97a2c7932803,no_churn,0.1427958,0,no_churn,-0.0822370846602643,-0.0027388298422192,0.0054068862349367,0.051684159710312,-0.0573268389769964,-0.135207076796805,-0.017695727632763,-0.0309116391783209,Female,23,No,No,Employed,Suburban,College,1671688800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,31d9afb7-fbbd-4a6c-a6e4-c0569b3bac65,churn,0.86083436,1,churn,0.195450942286052,-0.0023992554105279,0.0493881414187853,0.0463963990265165,0.076285516857979,0.164607026064914,0.120709748905847,0.0805353362188816,Female,50,No,No,Employed,Urban,High School or Below,1671688800
8,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,896de7c4-8ae3-4b05-b56c-19f83ea843f9,no_churn,0.0083822569999999,0,no_churn,0.0098518657831755,-0.0082110496525729,-0.0157272167392511,-0.0435238161695906,0.0142331289032154,-0.151783146898133,-0.0338525417712207,-0.0400133751882094,Female,53,No,Yes,Retired,Urban,College,1671688800
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,517d30e6-baa2-4181-9e30-61450fdce8e4,no_churn,0.19828063,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,79,No,No,Unemployed,Suburban,Bachelor,1671688800
47,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,dd446487-d425-4c99-8d6d-66b9865c24dc,churn,0.5059169,1,churn,-0.0891415593538204,-0.0045596547591776,-0.000607845552995,-0.0358369345798564,0.05792743476758,0.0612757845988562,0.0065539221364906,0.0853627011687785,Female,80,No,Yes,Employed,Suburban,College,1671688800
19,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,89389b86-ee05-4dc6-9b87-149e6f02c7ac,no_churn,0.10653222,0,no_churn,0.0134828091180224,-0.0037515256174447,-0.0341846735363287,0.0175895456404759,0.0073708665878439,-0.152449646449741,-0.0205836980428648,-0.0208331578809338,Female,39,Yes,No,Employed,Rural,Master,1671688800
69,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,c9e8d713-fc4b-4314-8b34-652a06d2e103,no_churn,0.013277655,0,no_churn,-0.0608579269588335,-0.0017818456703389,0.026255216937152,-0.0318501450917574,0.0331146821053153,-0.254322448609282,0.0594007577960292,0.0510155583597224,Female,47,Yes,No,Employed,Suburban,College,1671688800
1,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,62563f35-5a84-4f26-8689-65411cddae7a,churn,0.6126213,1,churn,0.316145662452891,-0.0109790534852936,0.0653358181750945,0.017181550276673,-0.0144549235771273,0.139459111530296,-0.025274873264716,-0.0191060981044574,Female,38,Yes,No,Employed,Suburban,High School or Below,1671688800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cf59d412-31df-4f11-a3f9-2d61a8e68208,no_churn,0.09313269,0,no_churn,-0.288451467467512,-0.0039072399919086,0.0147909504390145,-0.0139344971830405,-0.0001021232590665,-0.0069044048290334,0.0223998402118377,0.0295827904851648,Male,41,No,Yes,Unemployed,Suburban,College,1671688800
43,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8168e3b5-6b83-4ad3-80b1-bae6dba0ca33,no_churn,0.34925693,0,no_churn,-0.172773895314895,-0.0066762420958002,0.0103216657291159,-0.109918261734838,0.0386667440641031,0.0217515135088433,-0.0058611037195987,0.0154634294121206,Female,34,No,Yes,Unemployed,Suburban,College,1671688800
26,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,18ea01ff-7588-42a9-8363-c40dc63f7436,no_churn,0.0513054359999999,0,no_churn,-0.103933671572777,-0.0131258639021689,-0.106142513515388,-0.0210662136092287,-0.0244938947665468,0.036661840175202,-0.0234303731971431,-0.0134954607977124,Female,78,Yes,No,Employed,Suburban,College,1671688800
71,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,310b281c-e4d9-450f-b8a9-878781c6cec1,no_churn,0.0019396713,0,no_churn,-0.0771368467408319,-0.0039921905682422,-0.0119241481723565,-0.0210568033817253,0.0008759004161947,-0.111252103544921,-0.0196949271421272,-0.0248450336877613,Female,55,No,Yes,Employed,Suburban,Bachelor,1671688800
41,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,7a4c93bb-6819-4cd7-adf6-7944bce1ebfd,no_churn,0.20394582,0,no_churn,-0.0293782806145736,-0.0004063365576348,0.0069088980480773,0.0706965545149068,0.0838416287584914,-0.109649564631527,0.0726463238664928,0.0663146290107943,Male,63,No,Yes,Medical Leave,Urban,Bachelor,1671688800
38,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fdabc524-bcfc-4463-90bf-41420e9902c1,churn,0.1842067,1,churn,-0.0647761037213422,-0.019460081985344,-0.062414487404776,-0.0888852190532816,-0.0484314229822212,0.046946759538323,-0.0145093514816107,-0.0174962421243435,Male,75,No,No,Employed,Suburban,Bachelor,1671688800
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a256059f-8f9e-45d1-93ee-ae507411fc56,churn,0.5741156,1,churn,0.196312760848905,-0.0037409853835924,-0.0242012444075953,0.0361498412615219,0.125180999957265,0.165894120261291,0.159125507012486,0.0642528581313308,Female,51,No,No,Employed,Suburban,High School or Below,1671688800
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8fa633c9-9ea4-426c-8ae7-a399028a3f3d,churn,0.8803482,1,churn,0.14797783870561,-0.0050538820944711,-0.0661896065229666,-0.036900233306851,0.0694850458012479,0.121387021791179,0.0246290080974904,0.078971990688733,Male,45,Yes,No,Medical Leave,Suburban,College,1671688800
58,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,386e0d07-f843-41a2-b514-c1d98a19d697,no_churn,0.029392805,0,no_churn,-0.0838502674098663,0.0195767901954877,0.0003622249848604,-0.0313072675180865,-0.051991265501324,-0.0785737357657763,-0.0253013859119573,-0.0179412447106915,Male,62,No,No,Employed,Suburban,Bachelor,1671688800
69,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,eb205daf-fdb1-40f0-9832-b15e33047f12,no_churn,0.0120110169999999,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Male,78,No,No,Employed,Suburban,College,1671688800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c40104f-ad7f-4641-b7ec-c1adc2ced900,churn,0.6265409,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,66,Yes,No,Employed,Urban,Master,1671688800
24,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,7540d441-1635-406e-85ea-d24e64ea214e,no_churn,0.06626722,0,no_churn,-0.0821879775498564,-0.0040970023841964,0.0144627552843712,-0.0499675207097061,-0.0347122047445782,-0.0700290244769803,-0.0181026937330534,-0.0243924832089942,Female,22,No,Yes,Employed,Suburban,High School or Below,1671688800
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,7732c184-a08a-4710-9401-b653f3e645de,no_churn,0.0023397383999999,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,44,No,Yes,Unemployed,Rural,College,1671688800
70,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,fea909f0-68c0-433c-a756-87560e2281f5,no_churn,0.01884159,0,no_churn,-0.0662783180544465,-0.0036688307392614,-0.0150763871922936,-0.0197250180185255,-0.0018858908579386,-0.113211373599834,-0.0207570615389067,-0.0284232728335973,Male,50,No,No,Employed,Suburban,Bachelor,1671688800
50,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,1320bc5f-9495-43da-8e93-3677e235f465,no_churn,0.11296296,0,no_churn,-0.116316256797891,-0.0025819504422906,-0.0209824961666709,-0.027195518221597,0.0215913450827793,-0.130294646154416,0.0215408512449721,0.0452125214489933,Female,43,No,Yes,Employed,Suburban,College,1671688800
58,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,b4618511-8085-42af-ae5e-1a81053063c2,no_churn,0.029392805,0,no_churn,-0.0838502674098663,0.0195767901954877,0.0003622249848604,-0.0313072675180865,-0.051991265501324,-0.0785737357657763,-0.0253013859119573,-0.0179412447106915,Female,20,Yes,Yes,Disabled,Rural,Bachelor,1671688800
49,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,64e799e2-7801-41ca-b440-0223441ec7c6,churn,0.14039981,1,churn,-0.0187741596713112,-0.0020689170186869,-0.0116835382740282,-0.0291015776120184,0.0890434746644314,-0.0270490252356285,0.0576200277119915,0.08298756866443,Female,39,Yes,Yes,Employed,Rural,High School or Below,1671688800
56,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,a4dd194b-6a54-4c0d-8470-946ded9f660a,no_churn,0.11050814,0,no_churn,-0.0490813880035102,-0.0044385441472331,-0.0198425501395513,-0.0478313297429667,0.0226350147503535,-0.105128172181212,-0.0232351821402699,-0.0221039991891302,Male,59,No,Yes,Employed,Suburban,College,1671688800
60,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,92638704-7cab-4d25-8ea9-a76c46433d98,no_churn,0.006936601,0,no_churn,-0.0367106212596081,-0.0035377193753811,-0.0133147350599028,-0.0352598940037933,-0.0104077674777363,-0.141394183159464,-0.0145724444720326,-0.0138287883972952,Female,38,No,No,Employed,Urban,High School or Below,1671688800
46,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,ed2bf393-2ee6-4669-bbbe-ce7aadb801fb,no_churn,0.0669256999999999,0,no_churn,-0.0733234472503681,0.0296323618545011,0.0050442745450027,-0.035333043693904,-0.0668871054623923,-0.0540763890942162,-0.0315296243121019,-0.0225531765716004,Female,71,No,Yes,Unemployed,Suburban,Bachelor,1671688800
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,63db3424-9bf9-4c7c-b9dd-5a5f94248455,churn,0.37776244,1,churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Male,57,No,Yes,Unemployed,Suburban,Bachelor,1671688800
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,91203a11-dc9f-4217-ac7e-fba42781f201,no_churn,0.60387033,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,66,Yes,No,Unemployed,Suburban,College,1671688800
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f7ba2dbd-1b18-4bb1-aa93-ed47eb35c60d,no_churn,0.35494903,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,68,No,No,Employed,Urban,College,1671688800
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac95686c-173f-4d6b-8b01-958736c46fe0,no_churn,0.049411245,0,no_churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Female,39,No,Yes,Unemployed,Rural,High School or Below,1671688800
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9c9bf892-afd1-4277-8278-75385438aaf7,no_churn,0.08633275,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,23,Yes,No,Unemployed,Suburban,High School or Below,1671688800
40,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3baba643-adc5-43ff-9dcd-48b15ef3983f,no_churn,0.46279147,0,no_churn,-0.205289153628892,-0.0122717122553149,-0.0508491204461461,-0.0301355337479071,0.047915848753073,0.0233831081974312,0.0189199994512091,0.0448242214390484,Male,73,No,Yes,Unemployed,Suburban,Doctor,1671688800
64,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,ec531be4-956a-426a-bed5-4c18166a8c9a,no_churn,0.083294764,0,no_churn,-0.174488986602291,-0.0022902660341424,0.0101090094778737,0.005727002063877,0.0157959634690359,-0.143630144647414,0.0140615110821272,0.0256897596298404,Male,60,No,No,Employed,Suburban,Bachelor,1671688800
70,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,7394998f-2456-4958-8599-427c0b129c43,no_churn,0.01884159,0,no_churn,-0.0662783180544465,-0.0036688307392614,-0.0150763871922936,-0.0197250180185255,-0.0018858908579386,-0.113211373599834,-0.0207570615389067,-0.0284232728335973,Female,42,No,No,Employed,Urban,High School or Below,1671688800
25,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b0c0e937-efa9-4f7c-9b1e-6232a1f1a934,no_churn,0.35655174,0,no_churn,-0.10656563041367,-0.0070337401420329,-0.095858275339142,-0.0474296625413717,-0.0716072531350937,0.0476360345216244,0.0289392954622689,0.0316073662334451,Male,68,No,Yes,Employed,Suburban,Bachelor,1671688800
69,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,f1cb3eac-4d1b-4d93-9d6f-b5ca3bb46a0f,no_churn,0.0120110169999999,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Female,74,Yes,No,Unemployed,Suburban,Bachelor,1671688800
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,1897908d-8a67-409c-9840-64bfced0703d,no_churn,0.37713712,0,no_churn,0.0306119446901266,0.0002626009258165,0.0773539620072733,0.0249378923163021,0.0737797897254677,0.108908413951431,0.0961773111573074,0.0162514692882268,Male,40,Yes,Yes,Disabled,Suburban,Bachelor,1671688800
17,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,ea5373d5-3ae9-41e3-b89c-5b36b41f4b5f,no_churn,0.13854127,0,no_churn,0.0638246024074851,-0.0100244445238422,0.010570363126244,0.0287009795795165,-0.090177063226256,0.0939227785532966,0.0346296324140894,-0.0328063276377906,Female,62,No,Yes,Employed,Rural,High School or Below,1671688800
71,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,aa441cdd-fb0a-4722-b44c-4a42d37efc8e,churn,0.058200218,0,no_churn,-0.160391325337014,0.0001086778569879,0.0373946428553244,-0.0148070094104878,0.0313322362268991,0.117722669267787,0.127898685452819,0.123048608303234,Female,59,No,No,Employed,Urban,College,1671688800
24,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,7b21d001-0599-4226-95fb-f7703cd36c6f,no_churn,0.06626722,0,no_churn,-0.0821879775498564,-0.0040970023841964,0.0144627552843712,-0.0499675207097061,-0.0347122047445782,-0.0700290244769803,-0.0181026937330534,-0.0243924832089942,Female,31,No,No,Employed,Suburban,High School or Below,1671688800
39,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,4de7c718-9985-4893-8dc4-a6be322a7d10,no_churn,0.009674432,0,no_churn,-0.0158658317142362,-0.0061090376441279,-0.0115568059767429,-0.0634966152314882,0.0033279842682532,-0.121987335242829,-0.0185311764128891,-0.0348073350428785,Female,73,Yes,Yes,Medical Leave,Urban,College,1671688800
18,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,d8e19ab1-c59b-49e5-a08e-7b6a7178c209,no_churn,0.14385632,0,no_churn,-0.0621521906823545,-0.0043644454498189,0.0239449663361347,0.0270351641752313,-0.0245407718024353,-0.13337291935105,-0.0284324043041397,-0.0642268832693025,Female,62,No,Yes,Employed,Suburban,High School or Below,1671688800
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3b144b97-fab5-48df-961d-31b1a089f709,no_churn,0.59654164,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,70,No,No,Unemployed,Urban,Bachelor,1671688800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,34c1c2e4-5ad5-4038-83a4-c37e81185d3a,no_churn,0.27513134,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,72,No,Yes,Employed,Suburban,Bachelor,1671688800
53,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e592077c-dac7-4547-aa35-4d79365581c0,no_churn,0.034635223,0,no_churn,-0.0468267913572708,-0.0035836050744728,0.0055577267165335,-0.0478675876597935,0.0130254649995731,-0.134884131025819,-0.0262587129511848,-0.0281885155202871,Female,23,No,Yes,Employed,Suburban,High School or Below,1671688800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2edd6ea9-eed6-4840-bd5d-e7aaa0202bd3,churn,0.41630924,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,48,Yes,Yes,Retired,Suburban,College,1671688800
41,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,093631b3-d0b0-4f9d-b2a5-6195a425b443,no_churn,0.20394582,0,no_churn,-0.0293782806145736,-0.0004063365576348,0.0069088980480773,0.0706965545149068,0.0838416287584914,-0.109649564631527,0.0726463238664928,0.0663146290107943,Male,41,No,Yes,Employed,Urban,High School or Below,1671688800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6a6c215b-3e40-4c20-aaa7-62804d337069,churn,0.31970146,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,62,No,No,Employed,Suburban,College,1671688800
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,28cb8107-5c55-4835-9939-a1232dfb1eb1,churn,0.7153842,1,churn,0.174437381730868,-0.0040664199290404,0.0630827247805427,0.0599418469730335,0.0653875114772381,0.151695908786442,0.148992440252287,0.0435024645513294,Male,31,No,No,Unemployed,Rural,Bachelor,1671688800
27,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,b38117fc-e902-44cd-ab79-eb5dec39920b,no_churn,0.0097388085,0,no_churn,-0.0546486389578785,-0.0047201709838554,-0.0222624743875076,-0.0267005380941918,-0.0319377030601845,-0.0968393985941656,-0.0163202511786221,-0.015596977846535,Male,69,No,Yes,Employed,Suburban,High School or Below,1671688800
33,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,6506c180-4be8-41ad-9ced-c2d6e0cf32de,no_churn,0.17090374,0,no_churn,-0.0554011376877178,-0.0040443509536225,0.0111229550046664,-0.142354563357749,0.036994284845623,0.0390383382279196,-0.0555572063661702,-0.0688244739402307,Female,57,No,No,Employed,Urban,Bachelor,1671688800
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,9a914c55-3cef-430a-bf93-e5cd3e4d55b6,churn,0.0049935887,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Male,77,No,Yes,Unemployed,Suburban,College,1671688800
46,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,d481ef89-570c-422b-a2a8-e492a73a19d2,no_churn,0.16028358,0,no_churn,-0.0829627822802012,-0.0022794401659484,0.0264493005247823,0.0495511634054219,0.0375765780907022,-0.197671626134561,0.0323614462391196,0.057949208969876,Male,63,No,No,Employed,Urban,Bachelor,1671688800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d8ad82ea-df59-4ade-9a59-098d87f8bf79,churn,0.6598147,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,29,No,No,Employed,Suburban,College,1671688800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c56a3724-b706-4988-b9f7-c078d6eef56a,no_churn,0.22392279,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,79,No,No,Unemployed,Suburban,Bachelor,1671688800
53,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,08fe312e-eac6-4c6d-9c59-3cbc9458e587,no_churn,0.23057753,0,no_churn,-0.0407809733084104,-0.0002914189948569,0.0314554850919739,-0.0186869952529923,0.0172942966307709,-0.0236475368815263,0.0339939744708135,0.0216370205220846,Male,46,No,Yes,Employed,Suburban,High School or Below,1671688800
39,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,84de27b8-3352-44c6-8513-549d3531a33c,no_churn,0.009674432,0,no_churn,-0.0158658317142362,-0.0061090376441279,-0.0115568059767429,-0.0634966152314882,0.0033279842682532,-0.121987335242829,-0.0185311764128891,-0.0348073350428785,Female,78,Yes,Yes,Employed,Suburban,Bachelor,1671688800
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,849af9d7-f591-41ec-bd74-388c1cd7dc6e,no_churn,0.009795654,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,22,No,Yes,Medical Leave,Rural,High School or Below,1671688800
53,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,ffcd642e-0ecb-47fa-a15f-230181d4e88f,no_churn,0.115026794,0,no_churn,-0.0661976248201062,-0.001894180635827,-0.055578384815144,-0.104552324711331,0.0559066837305181,-0.121395500282124,0.05017753382308,0.0545076461148164,Male,30,Yes,No,Employed,Urban,High School or Below,1671688800
18,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,2658932c-fd99-412c-a02f-c94269f00e50,no_churn,0.14385632,0,no_churn,-0.0621521906823545,-0.0043644454498189,0.0239449663361347,0.0270351641752313,-0.0245407718024353,-0.13337291935105,-0.0284324043041397,-0.0642268832693025,Male,58,No,Yes,Employed,Suburban,Master,1671688800
32,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e3d7735d-b474-47cb-a21e-c209660bddc6,no_churn,0.09928276,0,no_churn,-0.075025721055199,-0.010697321021671,-0.010060096369707,-0.147889818880503,-0.0253349814670036,0.0417468580459626,-0.0193480821224329,-0.0224169886146774,Female,66,Yes,No,Employed,Suburban,College,1671688800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5b425846-6265-4985-8e73-89e69d316ab1,churn,0.86083436,1,churn,0.195450942286052,-0.0023992554105279,0.0493881414187853,0.0463963990265165,0.076285516857979,0.164607026064914,0.120709748905847,0.0805353362188816,Male,31,No,No,Employed,Suburban,College,1671688800
56,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,6492d0d2-5ae0-411a-a060-dca59e6a0e3d,churn,0.023478473,0,no_churn,0.0042659490156984,-0.0036636805080888,-0.0134771684561656,-0.022542248244772,0.0230324029804978,-0.169745122479108,-0.0319909721700605,-0.0549053128180457,Male,28,No,Yes,Employed,Suburban,College,1671688800
69,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,2e7fb561-dd9b-425b-8d5b-aa8965d62f7b,no_churn,0.013982423,0,no_churn,-0.0893663717484105,0.0084641281629137,-0.0038830122394847,-0.0149552757487799,0.0031222354006604,-0.135179156440513,-0.0163121887120314,-0.0209165124053788,Female,63,No,Yes,Employed,Urban,High School or Below,1671688800
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b5d78417-f79f-464c-87e8-8c18a98adba3,no_churn,0.29916078,0,no_churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Male,48,Yes,Yes,Employed,Suburban,High School or Below,1671688800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5cdcebae-4bb2-41e0-ad64-5dfe519bdf7f,no_churn,0.22392279,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,24,Yes,No,Employed,Suburban,High School or Below,1671688800
64,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,15e971a5-fdef-47ed-858a-5ac8bffd299e,no_churn,0.083294764,0,no_churn,-0.174488986602291,-0.0022902660341424,0.0101090094778737,0.005727002063877,0.0157959634690359,-0.143630144647414,0.0140615110821272,0.0256897596298404,Female,57,No,Yes,Employed,Suburban,Bachelor,1671688800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,780287cb-9ba2-42bb-a63d-4da22f0e65bb,no_churn,0.01671376,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,73,No,No,Retired,Rural,Bachelor,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d887a7ff-4c77-4d27-a794-549c8b7ca9c1,churn,0.7739762,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,46,Yes,Yes,Employed,Suburban,Bachelor,1671688800
57,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,489a1916-24ae-4eb8-a180-f26c74cefda4,no_churn,0.032754917,0,no_churn,-0.0264242797434053,-0.0030817026937438,0.00269598358871,-0.0499135590673904,0.016532920295358,-0.122604865425801,-0.0369484339561313,-0.0492822160001378,Male,38,No,Yes,Employed,Suburban,College,1671688800
24,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,78a90cf6-865b-4fc1-823b-36e54e70244e,no_churn,0.06626722,0,no_churn,-0.0821879775498564,-0.0040970023841964,0.0144627552843712,-0.0499675207097061,-0.0347122047445782,-0.0700290244769803,-0.0181026937330534,-0.0243924832089942,Male,33,No,Yes,Unemployed,Urban,College,1671688800
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,32400f6f-fdd6-4cfa-ac5f-0a8c31c7c11e,no_churn,0.08633275,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,43,Yes,No,Unemployed,Suburban,College,1671688800
14,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9a683ce1-5052-4acd-b28b-a4a323cbe1c5,no_churn,0.077254504,0,no_churn,-0.0189826989190623,-0.0071680095417104,-0.0155513101797805,0.0180690772594061,-0.0143048086836461,0.0648944754367403,-0.0226850906788422,-0.0359388359989498,Male,60,No,No,Employed,Suburban,Bachelor,1671688800
42,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,527b75e7-7fca-497e-a781-ec6933908d01,no_churn,0.014147989,0,no_churn,-0.0117006030776428,-0.0039396927900634,0.0098628244180144,-0.0248070168574122,0.0197442462252911,-0.190122439819661,-0.026881343470668,-0.0311821273274836,Male,78,No,Yes,Employed,Suburban,Master,1671688800
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ea5a0a4b-d582-4fd7-b2e8-4f55cc99ed5a,no_churn,0.40132195,0,no_churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,80,No,No,Employed,Suburban,Bachelor,1671688800
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5ca56eaa-162f-40fb-9c18-38b5b6162326,no_churn,0.14560145,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,77,No,No,Unemployed,Suburban,High School or Below,1671688800
50,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,562ab0dc-3268-47a4-9dda-4a3c8927915f,no_churn,0.11296296,0,no_churn,-0.116316256797891,-0.0025819504422906,-0.0209824961666709,-0.027195518221597,0.0215913450827793,-0.130294646154416,0.0215408512449721,0.0452125214489933,Female,54,Yes,No,Employed,Suburban,High School or Below,1671688800
37,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,86a4ab66-cb82-4823-a3c6-aa3c61181488,no_churn,0.05085749,0,no_churn,-0.0570510795169593,-0.0072016275508758,0.014592848663733,-0.0191467322698463,0.0150155114502376,-0.139791602219093,-0.0178824281714878,-0.0521064973520151,Female,56,No,Yes,Employed,Suburban,High School or Below,1671688800
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,06b53c74-159b-499e-93bc-38f24d9ba1c1,no_churn,0.35494903,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,66,No,No,Employed,Suburban,High School or Below,1671688800
12,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,f08febb9-3ecc-42bc-b737-d0dc7d2d5f41,churn,0.49537587,1,churn,-0.0146290481490586,0.011823002376077,-0.0062575963811832,-0.0653302294182731,-0.146307677854193,0.0612103775077184,0.0171006831417253,0.0333643349502153,Female,54,No,Yes,Unemployed,Urban,College,1671688800
67,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,b5e7b53c-21e3-44ab-83cc-cf73dffbd6ac,no_churn,0.09960518,0,no_churn,-0.0806567685391382,-0.0025163800124573,-0.103492123180222,0.0530831500069689,-0.0047372408757109,-0.103723284112384,0.0507190625306793,0.0322974330982651,Male,77,No,No,Employed,Rural,Master,1671688800
57,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,f7b1b0c5-1579-47fe-821b-1ac6b69ff01f,no_churn,0.032754917,0,no_churn,-0.0264242797434053,-0.0030817026937438,0.00269598358871,-0.0499135590673904,0.016532920295358,-0.122604865425801,-0.0369484339561313,-0.0492822160001378,Male,34,Yes,No,Employed,Suburban,Bachelor,1671688800
57,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,647bfb24-d725-4672-a350-f0d120188a41,no_churn,0.0369751,0,no_churn,-0.0481474800062096,-0.0024609090339617,0.0053117269185531,-0.0235883714941701,-0.0119002625519533,-0.0779061761492812,-0.0458719186323469,-0.0544627613607735,Male,39,No,No,Unemployed,Suburban,College,1671688800
38,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ecd50b85-6342-411a-8104-4e1ed3336dd6,churn,0.1842067,1,churn,-0.0647761037213422,-0.019460081985344,-0.062414487404776,-0.0888852190532816,-0.0484314229822212,0.046946759538323,-0.0145093514816107,-0.0174962421243435,Female,79,No,Yes,Unemployed,Suburban,College,1671688800
11,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,d34fb86e-ac60-4abe-babe-8ee3a8e26e2c,churn,0.8146818,1,churn,-0.017956205874666,-0.0033742373563472,0.0360924695783887,0.100458491614427,-0.152403277291501,0.0738954755967688,-0.0364525512150976,-0.0295640942525733,Female,62,Yes,No,Employed,Rural,Bachelor,1671688800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b3ace09b-96d5-45d3-9bd3-3a608efcf086,no_churn,0.6211709,0,no_churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Female,42,No,No,Employed,Suburban,Bachelor,1671688800
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e6edd44d-e4f5-4a95-b822-047158ced7de,churn,0.3526229,1,churn,-0.098415300843626,-0.0022730150063216,0.0744117649368399,0.0002217606310478,-0.0259377018599479,0.0850863295620001,-0.0321380855714869,0.0177681004896112,Female,69,No,No,Medical Leave,Suburban,College,1671688800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5ad07ab6-0060-4887-ba30-ba2d52593fcc,churn,0.7757581,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,39,No,Yes,Medical Leave,Suburban,Bachelor,1671688800
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,d5795f38-9dc3-460d-89a7-81473b80ee12,no_churn,0.13037889,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Female,56,No,Yes,Unemployed,Suburban,Master,1671688800
69,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,36650002-2be3-469f-ac69-e7d7935de611,no_churn,0.013982423,0,no_churn,-0.0893663717484105,0.0084641281629137,-0.0038830122394847,-0.0149552757487799,0.0031222354006604,-0.135179156440513,-0.0163121887120314,-0.0209165124053788,Female,63,Yes,Yes,Employed,Suburban,Bachelor,1671688800
19,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,27c4178e-c174-4c65-bf55-59a3c3471570,no_churn,0.23285276,0,no_churn,-0.116211055652484,0.0412183129746608,0.0069015453310612,-0.0920808685464726,0.0305844323574638,0.059225022661044,-0.0548220470812384,-0.0638414938505411,Female,30,No,Yes,Employed,Rural,Master,1671688800
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,34755f9f-e49c-476a-9d98-d4439f4c4252,no_churn,0.10300063,0,no_churn,-0.114805935382119,-0.001284307148926,0.0171842201164781,0.0440244043075654,0.0991525592283506,0.0715601549125858,0.137728154555298,0.0474146057777306,Male,78,No,Yes,Medical Leave,Suburban,Bachelor,1671688800
29,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,bbd95473-1754-4c18-b338-a22f14880c7c,no_churn,0.007524748,0,no_churn,-0.0241320542215225,-0.0050623081876619,-0.0084842559039225,-0.0216722520339499,0.0228252141877646,-0.130718952595907,-0.0430284688697338,-0.0387530752061229,Male,52,No,Yes,Employed,Rural,Bachelor,1671688800
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3574abe-fd73-42e1-aa30-31087d8449ae,no_churn,0.6148136,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,37,No,Yes,Employed,Suburban,Bachelor,1671688800
72,Yes,No,Fiber optic,In_Store_Support,Two year,100hrs+,Active,34f70a0a-d1c6-4616-87e3-719e15f7981c,no_churn,0.021601506,0,no_churn,-0.126317339956713,-0.0034906503907404,-0.0171989163738089,0.0269363244773012,-0.0298517394547707,-0.150245654894097,0.0097870750994025,0.0213547487342657,Female,62,Yes,Yes,Employed,Suburban,College,1671688800
40,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5ebbda5c-771c-4f5f-b374-1221c13f3005,no_churn,0.46279147,0,no_churn,-0.205289153628892,-0.0122717122553149,-0.0508491204461461,-0.0301355337479071,0.047915848753073,0.0233831081974312,0.0189199994512091,0.0448242214390484,Male,64,Yes,No,Employed,Suburban,College,1671688800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f8b672b4-9507-4cb4-8a69-d2814f152f40,no_churn,0.3676025,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,39,No,Yes,Unemployed,Suburban,High School or Below,1671688800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,7991b004-018d-4635-8647-f23340673b34,no_churn,0.09313269,0,no_churn,-0.288451467467512,-0.0039072399919086,0.0147909504390145,-0.0139344971830405,-0.0001021232590665,-0.0069044048290334,0.0223998402118377,0.0295827904851648,Male,41,Yes,Yes,Employed,Urban,College,1671688800
33,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,460f1e3a-260f-4351-82dc-460f3fb618e1,churn,0.31330326,1,churn,0.0309640130630305,0.0002576932675219,0.0222957209914966,-0.0089676897203844,-0.0337446449375511,0.0077844374731193,-0.0237870300382201,0.0061713499625693,Female,23,Yes,Yes,Medical Leave,Suburban,High School or Below,1671688800
72,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,12d0e9a7-078a-464d-81b0-7be28a808cf7,no_churn,0.114757724,0,no_churn,-0.157279277732005,-0.0021518954934663,-0.0292535900171014,0.008594736833802,0.0308293006780741,-0.0862698378855338,0.0245900515161884,0.0519143610856963,Female,34,No,Yes,Employed,Rural,College,1671688800
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7349d80a-54f4-499d-adc5-1c6b949fac21,no_churn,0.076513864,0,no_churn,0.0074377899813589,-0.0020827993618877,0.067188284007625,-0.0073733094331146,0.0917798381416832,0.101812983284044,-0.0318429964749884,-0.0058983199231443,Female,63,No,No,Employed,Suburban,High School or Below,1671688800
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,b82f92c2-8332-480b-8ef1-5324394a02c0,no_churn,0.24121703,0,no_churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Female,26,No,No,Employed,Suburban,High School or Below,1671688800
50,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,24e02e1f-ee00-4ceb-9941-36542c633f7e,no_churn,0.11296296,0,no_churn,-0.116316256797891,-0.0025819504422906,-0.0209824961666709,-0.027195518221597,0.0215913450827793,-0.130294646154416,0.0215408512449721,0.0452125214489933,Female,54,No,Yes,Employed,Suburban,College,1671688800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,ad723f1d-71e0-4745-89d5-4544528611d5,no_churn,0.0109335985,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,69,No,No,Unemployed,Suburban,High School or Below,1671688800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,eb7f96b9-5674-419a-9e17-3383c65c57e7,churn,0.86083436,1,churn,0.195450942286052,-0.0023992554105279,0.0493881414187853,0.0463963990265165,0.076285516857979,0.164607026064914,0.120709748905847,0.0805353362188816,Female,30,Yes,Yes,Employed,Rural,College,1671688800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a51dc2ad-d28b-4b48-a162-b97a9907ebf0,no_churn,0.24916443,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,45,No,No,Employed,Suburban,College,1671688800
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,4bdcc19c-538c-4812-b870-6d4049c9ed9b,no_churn,0.009795654,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,35,No,No,Employed,Urban,College,1671688800
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e2f385a9-fec3-4759-8eca-1d1661ac5a9e,no_churn,0.038967784,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,61,Yes,Yes,Unemployed,Rural,Bachelor,1671688800
60,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,0cbe9ffc-6293-45f7-a8c9-a2a5f53c76db,no_churn,0.031723436,0,no_churn,-0.0846393453271366,-0.006132258869693,-0.0081454467179355,-0.0416396856663004,-0.0464988978375186,-0.0755162737520458,0.0235877406643521,0.0299580156788147,Female,61,No,No,Unemployed,Suburban,High School or Below,1671688800
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8d3d4e38-267b-4fcb-b93f-96bc59cb02df,no_churn,0.049411245,0,no_churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Male,75,No,Yes,Unemployed,Suburban,High School or Below,1671688800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,28850467-1431-406a-aef9-08d2d87c994a,no_churn,0.22392279,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,67,No,No,Employed,Suburban,Master,1671688800
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,fc346fa3-793d-49d6-a974-5642503ccad7,churn,0.61227363,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Female,75,Yes,No,Medical Leave,Suburban,High School or Below,1671688800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,94b6090e-0930-44e9-884a-02afd2ef6d93,no_churn,0.6211709,0,no_churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Female,56,No,Yes,Unemployed,Suburban,Bachelor,1671688800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1af6559e-af0a-4d00-9ae4-640ba1cbd1b9,churn,0.81251436,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,32,No,No,Employed,Rural,Bachelor,1671688800
50,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,e129dbec-2858-49e4-915c-313e0fafdb91,no_churn,0.04858548,0,no_churn,-0.096079027659689,-0.0036552195863623,-0.0519973089840095,0.0427798592075487,-0.0720964363304119,-0.122142075801457,0.0233079909910156,0.0108560663494245,Female,56,Yes,Yes,Employed,Urban,Bachelor,1671688800
56,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,27a06341-c6cb-4d26-a3ce-e6c41d056ed3,no_churn,0.10307346,0,no_churn,0.105889942565964,0.0007774727922696,0.0144471480341871,0.0615559522699368,0.153515529006609,0.037450165337359,0.175840219829488,0.0914974342558707,Male,67,No,No,Employed,Suburban,College,1671688800
26,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eb536294-293e-46f7-9d2c-427ef2a148f9,no_churn,0.0513054359999999,0,no_churn,-0.103933671572777,-0.0131258639021689,-0.106142513515388,-0.0210662136092287,-0.0244938947665468,0.036661840175202,-0.0234303731971431,-0.0134954607977124,Male,53,No,No,Medical Leave,Suburban,Bachelor,1671688800
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0371b110-8fc1-4810-927e-52609f42e30c,no_churn,0.08633275,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,42,Yes,No,Employed,Suburban,High School or Below,1671688800
4,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,afd8042d-29d1-41f7-bc0c-e6a1a8551fe1,churn,0.65847313,1,churn,0.268147073766182,-0.0027945854621884,0.0344955109110469,0.23800281902305,-0.0227930632899779,0.130743501710599,-0.0072726298951602,0.0161952248689249,Male,54,Yes,Yes,Employed,Suburban,College,1671688800
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,003a920a-f2ce-46fb-a511-e2fd0c58ed48,no_churn,0.6148136,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,29,No,Yes,Employed,Suburban,Master,1671688800
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,874742fb-07f5-4eb0-810f-225187db6f99,churn,0.0049935887,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Female,76,No,No,Employed,Suburban,College,1671688800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2a660ca0-5e02-49e0-8519-f32ea597d692,churn,0.7081043,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,54,Yes,No,Employed,Suburban,College,1671688800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7eeb01a4-39d1-4ff1-b2a3-d2198cd419f0,no_churn,0.029108427,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,57,No,Yes,Employed,Suburban,Bachelor,1671688800
5,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aba7b364-7c82-43e5-b76f-ec9db9c66b68,churn,0.27416813,1,churn,0.166816312769961,0.191388473389161,0.0489357426269725,0.0673332066343618,0.104667458624663,0.131823459082652,-0.0059474681025676,0.0006233438420895,Male,64,Yes,No,Unemployed,Suburban,College,1671688800
71,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,6bc007e1-70ff-4b7d-b19f-a4c560384f97,no_churn,0.052232772,0,no_churn,-0.11998228623459,-0.004019994120299,0.0051396318203114,-0.0064639102515047,-0.0166143585310874,-0.064633432208484,0.0059211072831249,0.0416270905358533,Male,22,No,Yes,Employed,Urban,College,1671688800
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2086756c-d458-43a5-9dd5-b4d00f9ffdd3,no_churn,0.6148136,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,56,Yes,Yes,Disabled,Suburban,High School or Below,1671688800
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,778429e6-9eba-4bb0-92a8-88e02c0f779b,churn,0.0049935887,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Female,69,No,No,Unemployed,Suburban,College,1671688800
71,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5e163d79-58e8-4ac1-8bcc-f536eedc27a2,churn,0.058200218,0,no_churn,-0.160391325337014,0.0001086778569879,0.0373946428553244,-0.0148070094104878,0.0313322362268991,0.117722669267787,0.127898685452819,0.123048608303234,Male,59,No,No,Employed,Suburban,Master,1671688800
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,edf81c46-4d00-43dd-b818-a3d883b529c7,no_churn,0.0049935887,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Male,56,Yes,Yes,Employed,Suburban,Bachelor,1671688800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8df3567c-569f-4e48-ae05-8079f91a47bc,no_churn,0.6211709,0,no_churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Female,49,No,Yes,Employed,Suburban,Master,1671688800
8,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,fadce806-bd93-4dd8-857d-b9edac495dfb,no_churn,0.010161674,0,no_churn,0.0184922176956934,-0.0054058409596291,-0.0096427599355229,-0.0304512133362914,0.0178523675261385,-0.188040531895022,-0.0328719479423489,-0.0389584440995349,Female,74,Yes,Yes,Employed,Suburban,High School or Below,1671688800
19,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,e2be2f29-6545-42d9-8676-25f82ee1b7c3,no_churn,0.10653222,0,no_churn,0.0134828091180224,-0.0037515256174447,-0.0341846735363287,0.0175895456404759,0.0073708665878439,-0.152449646449741,-0.0205836980428648,-0.0208331578809338,Female,72,Yes,No,Unemployed,Urban,Bachelor,1671688800
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,23437ff4-3551-45f5-bf4f-d344e8cf207f,no_churn,0.29538465,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,23,No,No,Employed,Rural,Doctor,1671688800
5,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,340414c5-cd54-4fb5-8855-b14597f30e30,no_churn,0.43959287,0,no_churn,0.197810565583923,-0.0124861904734234,0.116927311199756,0.0317459399510607,-0.0225595179449419,0.109992753680144,-0.0243011843307522,-0.0095843914690885,Female,63,Yes,No,Employed,Rural,High School or Below,1671688800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,abed7a2d-16ab-44e3-9a61-6cfb3181b319,churn,0.81251436,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,57,No,No,Employed,Suburban,Master,1671688800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,da41f816-0d89-481f-a58d-20680d144b28,no_churn,0.29221398,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,56,Yes,No,Disabled,Urban,Master,1671688800
13,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,97f014ea-217d-491d-ae48-55297cc164fd,no_churn,0.23252153,0,no_churn,-0.0613743336948391,-0.0115274575371586,-0.0437723662079952,-0.0423885427342793,-0.0499983502809482,0.0427307959308109,-0.0305227116101923,-0.0371731850985816,Male,54,No,No,Employed,Rural,Bachelor,1671688800
21,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ffa99e91-2e1b-4a57-9290-fb8d9a8e48ca,no_churn,0.12712726,0,no_churn,-0.143112969149561,0.0303751426576582,0.0075325397115602,-0.0510028392638014,0.0123966151684908,0.0559531985336934,-0.0484236079955053,-0.0527442308149329,Male,73,No,Yes,Employed,Suburban,Bachelor,1671688800
49,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,e96e160c-11ed-410f-9954-8f4db027cd0d,no_churn,0.19171731,0,no_churn,-0.033047450506956,-0.0038956744676579,0.0567517510577636,-0.0359799586589451,-0.0310648598446368,-0.207068781472935,-0.0186123361808768,0.0638911553017715,Female,47,Yes,Yes,Employed,Suburban,Bachelor,1671688800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab43f7f6-945f-44bc-a195-848dec6245a4,no_churn,0.4179676,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,41,Yes,Yes,Disabled,Suburban,Bachelor,1671688800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,015c2d83-0518-43f0-ad4c-361f90a843a4,churn,0.7226542,1,churn,0.0710626581738779,-0.0024480891843268,0.0753837550352091,0.0440574254738749,0.0497886399729941,0.142973975598543,0.11807181540039,0.0829924096695322,Male,63,Yes,Yes,Employed,Suburban,High School or Below,1671688800
56,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,e2f1e310-250b-4c5e-8065-2b8d304ee8af,no_churn,0.11050814,0,no_churn,-0.0490813880035102,-0.0044385441472331,-0.0198425501395513,-0.0478313297429667,0.0226350147503535,-0.105128172181212,-0.0232351821402699,-0.0221039991891302,Female,21,No,No,Employed,Suburban,College,1671688800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,bd6850c1-9112-4ed7-81a9-2a47181687b5,churn,0.7226542,1,churn,0.0710626581738779,-0.0024480891843268,0.0753837550352091,0.0440574254738749,0.0497886399729941,0.142973975598543,0.11807181540039,0.0829924096695322,Female,31,Yes,No,Employed,Suburban,College,1671688800
16,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,eb9ac6ab-3f5c-493e-8d99-92064a357615,no_churn,0.053539034,0,no_churn,0.0091154507924784,-0.0041918805033492,-0.0309087901425846,-0.0163005874370173,-0.0319714103857677,-0.143701976254743,-0.0222935428880191,-0.0287734145359809,Female,25,No,Yes,Unemployed,Urban,Bachelor,1671688800
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,c6a31f85-b803-4642-bd3f-30aff4c856fb,no_churn,0.13037889,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Male,51,Yes,No,Employed,Suburban,College,1671688800
5,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e80dde36-deac-41cf-8b3b-bc15a24518ef,churn,0.27416813,1,churn,0.166816312769961,0.191388473389161,0.0489357426269725,0.0673332066343618,0.104667458624663,0.131823459082652,-0.0059474681025676,0.0006233438420895,Male,38,No,Yes,Employed,Suburban,High School or Below,1671688800
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,48ccfd1f-1b2f-4e7a-aed7-7a8630a72d76,churn,0.782338,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,57,No,Yes,Unemployed,Suburban,College,1671688800
42,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,9727d88b-eb81-4730-80e7-757650443efe,no_churn,0.014147989,0,no_churn,-0.0117006030776428,-0.0039396927900634,0.0098628244180144,-0.0248070168574122,0.0197442462252911,-0.190122439819661,-0.026881343470668,-0.0311821273274836,Male,31,Yes,Yes,Unemployed,Suburban,High School or Below,1671688800
14,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e8cb4dac-5411-42ee-ab43-b04e170a38f7,no_churn,0.077254504,0,no_churn,-0.0189826989190623,-0.0071680095417104,-0.0155513101797805,0.0180690772594061,-0.0143048086836461,0.0648944754367403,-0.0226850906788422,-0.0359388359989498,Female,35,Yes,No,Disabled,Urban,College,1671688800
71,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,8f4f2cad-a9a8-47c9-af66-c797628d762d,no_churn,0.0024682153,0,no_churn,-0.0759876672983227,-0.0031543686827717,-0.0019137396964561,-0.0331414636856334,0.0046686200060958,-0.116724870653093,-0.0188312753578611,-0.0239413865133428,Male,43,Yes,Yes,Employed,Rural,High School or Below,1671688800
17,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,ac5712ed-2987-4592-9fa8-6bcdd0c3fde1,no_churn,0.13854127,0,no_churn,0.0638246024074851,-0.0100244445238422,0.010570363126244,0.0287009795795165,-0.090177063226256,0.0939227785532966,0.0346296324140894,-0.0328063276377906,Male,75,No,Yes,Employed,Urban,Bachelor,1671688800
69,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,3c6c641c-3b0e-4e7e-a86f-de4ea5baf5b9,no_churn,0.09477273,0,no_churn,-0.0862360541938505,-0.0018947427864259,0.0069921169551344,-0.0162138269143724,-0.0010343853155609,-0.257335051636173,0.0377315314113548,0.0489642609858674,Male,23,No,Yes,Employed,Rural,College,1671688800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,caeb4f76-55a5-48b5-addd-34b5bf3be7c9,churn,0.7329306,1,churn,0.283015458071832,0.138929290809738,0.0630092395957808,0.0005314993478668,-0.0389833759720886,0.160275676800375,0.0266384408741305,0.053057623257373,Male,38,No,No,Medical Leave,Rural,Bachelor,1671688800
42,Yes,No,Medium Speed,Phone_Support,Two year,<50hrs,Active,cbe3b610-7365-4876-ae4e-181a0a49d453,no_churn,0.0583308559999999,0,no_churn,-0.0024268914597087,-0.0014264564023324,-0.0056898813133557,0.003650425943415,0.071681355265955,-0.141752051845506,-0.0025009306197171,0.0494382797954676,Female,61,No,No,Employed,Suburban,College,1671688800
47,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7024ebfc-f0db-4c2c-a23e-23576200cf46,no_churn,0.54988235,0,no_churn,-0.119965834040922,-0.0032631501370997,-0.0459542835545107,-0.0736755665297823,0.0589288410636618,0.0349695012339179,-0.0078731688983498,0.0178075105602329,Male,44,No,No,Employed,Suburban,College,1671688800
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,b45b4218-0d9a-44c1-b14b-5097eae5c5a7,churn,0.8803482,1,churn,0.14797783870561,-0.0050538820944711,-0.0661896065229666,-0.036900233306851,0.0694850458012479,0.121387021791179,0.0246290080974904,0.078971990688733,Female,57,Yes,No,Employed,Rural,College,1671688800
33,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c2fa6d01-1164-4dd2-ab11-9caeedbc6683,no_churn,0.035041783,0,no_churn,-0.10895664936651,-0.0059293984195755,-0.0499562080270425,-0.079534224656636,0.0215777808502753,0.0289690825686648,-0.0285390903479401,-0.0466574429929278,Female,32,No,No,Unemployed,Suburban,High School or Below,1671688800
69,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,83e5ff25-4fda-4641-952f-2449416771aa,no_churn,0.013277655,0,no_churn,-0.0608579269588335,-0.0017818456703389,0.026255216937152,-0.0318501450917574,0.0331146821053153,-0.254322448609282,0.0594007577960292,0.0510155583597224,Male,39,No,No,Employed,Suburban,College,1671688800
58,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,b465f7f9-652c-420c-aa2e-fed71116f013,no_churn,0.029392805,0,no_churn,-0.0838502674098663,0.0195767901954877,0.0003622249848604,-0.0313072675180865,-0.051991265501324,-0.0785737357657763,-0.0253013859119573,-0.0179412447106915,Female,21,Yes,Yes,Employed,Urban,High School or Below,1671688800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,364efd8e-2835-4253-9a6a-eafd9f58ea46,churn,0.7329306,1,churn,0.283015458071832,0.138929290809738,0.0630092395957808,0.0005314993478668,-0.0389833759720886,0.160275676800375,0.0266384408741305,0.053057623257373,Male,73,No,No,Unemployed,Suburban,High School or Below,1671688800
5,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,186712ab-f05f-427c-9f0f-07570996fb07,no_churn,0.43959287,0,no_churn,0.197810565583923,-0.0124861904734234,0.116927311199756,0.0317459399510607,-0.0225595179449419,0.109992753680144,-0.0243011843307522,-0.0095843914690885,Female,61,Yes,No,Employed,Suburban,Bachelor,1671688800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,843366d8-9890-4492-8577-450e77609625,no_churn,0.01671376,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,65,No,No,Unemployed,Urban,Bachelor,1671688800
25,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,81569291-50fb-4785-a4f4-cefbc9dacfff,no_churn,0.35655174,0,no_churn,-0.10656563041367,-0.0070337401420329,-0.095858275339142,-0.0474296625413717,-0.0716072531350937,0.0476360345216244,0.0289392954622689,0.0316073662334451,Female,26,Yes,No,Employed,Suburban,College,1671688800
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f787f241-a2d5-41fd-b6fc-8d7dba3f609a,churn,0.7153842,1,churn,0.174437381730868,-0.0040664199290404,0.0630827247805427,0.0599418469730335,0.0653875114772381,0.151695908786442,0.148992440252287,0.0435024645513294,Female,78,No,No,Employed,Rural,High School or Below,1671688800
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1cca212b-8b4c-4aec-9f03-d40f9e23e639,no_churn,0.4414829,0,no_churn,-0.14165774306789,-0.0028879987578511,-0.0665331988825255,-0.0792432962256771,-0.0581692523826404,0.062238426363001,-0.0041231658930428,0.0313500705690057,Male,48,Yes,Yes,Unemployed,Rural,High School or Below,1671688800
31,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,184f3142-756c-465f-9a5a-53941636527e,no_churn,0.07108293,0,no_churn,0.0525751558399224,-0.0142833954214802,-0.0765560470247328,-0.0899497483054437,-0.0233826691990907,0.086615696200497,-0.0138071010844123,0.0024246592340386,Male,35,No,Yes,Unemployed,Suburban,High School or Below,1671688800
38,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2b36dab5-6b49-4feb-9ca0-65352d74314c,churn,0.1842067,1,churn,-0.0647761037213422,-0.019460081985344,-0.062414487404776,-0.0888852190532816,-0.0484314229822212,0.046946759538323,-0.0145093514816107,-0.0174962421243435,Male,51,Yes,No,Employed,Suburban,College,1671688800
58,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,a6522d10-6c6a-4393-bcbf-82ebed5ae56e,no_churn,0.029392805,0,no_churn,-0.0838502674098663,0.0195767901954877,0.0003622249848604,-0.0313072675180865,-0.051991265501324,-0.0785737357657763,-0.0253013859119573,-0.0179412447106915,Female,39,Yes,Yes,Employed,Suburban,Bachelor,1671688800
64,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,75c86354-ee96-447f-8d27-c8e2d894938f,no_churn,0.07913077,0,no_churn,-0.120149468208328,-0.0153315789191947,-0.001247977762041,0.0098648800882256,0.0321700969083576,-0.16024784433911,0.0354179571185704,0.0404977850891373,Female,79,No,Yes,Employed,Suburban,Bachelor,1671775200
8,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,c35f41d7-4d04-4478-ab14-678101d150e4,churn,0.298005,1,churn,0.0452801488543445,-0.0030276287312881,0.0778497544412948,0.0206585994386478,-0.100457966667882,0.0906418485822723,0.0015622826091475,0.057633479128799,Female,78,Yes,Yes,Employed,Suburban,Bachelor,1671775200
8,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,0cc41c95-71c8-4dca-86c2-a78fa6284cd0,no_churn,0.30233246,0,no_churn,0.147006954281997,-0.001388344792067,0.0024534320790007,0.0334625645137202,0.192054035333076,0.120122902973908,0.0840955408788249,0.0931667685943466,Female,35,No,No,Unemployed,Suburban,College,1671775200
67,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,91ce31cf-af7a-4bda-ac9e-e2b002d667f8,no_churn,0.0597744059999999,0,no_churn,-0.0751737497403246,-0.0090869291134276,-0.0119677887407397,-0.0134594250735608,-0.0508504357356423,-0.124072908681992,0.0138199448073146,0.0217651387139994,Male,38,No,Yes,Employed,Urban,Master,1671775200
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,472367b3-44ca-4222-9864-80a226789250,no_churn,0.0045431545,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Female,79,No,Yes,Employed,Suburban,College,1671775200
7,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,193226d8-98fb-43fb-ae41-c4a6ac853f10,no_churn,0.17217481,0,no_churn,0.0395343093335804,-0.0041488818344805,-0.0909005252818224,-0.0383476886295147,-0.165899072163656,0.0682090148783026,0.0663669052068326,0.0461597859825587,Male,56,No,No,Employed,Suburban,College,1671775200
71,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,3e523380-41b8-46b7-8a42-a24646bdfbff,churn,0.011371869,0,no_churn,-0.0749929503774274,-0.0038232458476704,0.0053347950815168,-0.0321680262673726,-0.0625874316585395,-0.145976129951432,0.0184820470755767,0.026704789200312,Male,62,Yes,Yes,Employed,Suburban,High School or Below,1671775200
26,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,dc7f8667-9ae9-4163-b41a-887ee574476f,no_churn,0.2177454,0,no_churn,-0.182478476281822,-0.0027532049600631,-0.0498234264187067,-0.0560931271871595,0.0347152196604656,0.0398826901850407,-0.0668744819159656,0.0643986513342315,Male,36,Yes,No,Employed,Suburban,Master,1671775200
41,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,cc7ab885-ed27-44b2-b03b-da8530597656,churn,0.10038711,1,churn,-0.0473831854341369,-0.0115296873923216,0.0222016597064248,-0.0445926392363071,-0.0626876331268067,0.0357972866621275,-0.0169238801009305,0.0479252623217507,Male,25,No,Yes,Employed,Suburban,Bachelor,1671775200
59,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,4d58e52a-1ffa-4658-89f1-6eac3cada0e8,no_churn,0.016365455,0,no_churn,-0.0774747325839689,-0.0042221296904244,-0.0007549065997136,-0.0287905003004561,-0.0664974428835557,-0.114992005787353,0.0059169165077946,0.0177886482017038,Male,41,Yes,Yes,Unemployed,Urban,High School or Below,1671775200
45,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,7684cd21-b3a0-466f-a686-1332179911e6,no_churn,0.252928,0,no_churn,-0.226731319370192,-0.0051407840317006,-0.0289702262492573,-0.0160898151573019,0.0635775524011114,0.0196834202598074,-0.0252130009784923,-0.000141977053463,Male,61,Yes,No,Medical Leave,Rural,High School or Below,1671775200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,e34fc7a6-d4ac-4c43-81ee-4c06741b2e13,no_churn,0.0039115245,0,no_churn,-0.0837918026221359,-0.0031658006752877,0.0048912859196298,-0.0241086057123902,-0.0412726547424972,-0.161161184977691,0.0155444022971823,0.0240382078050424,Male,70,No,No,Employed,Suburban,High School or Below,1671775200
44,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,1631c276-42ef-44a1-8c69-38e80f220896,no_churn,0.20383286,0,no_churn,-0.128368448758811,-0.0026465530489622,0.0095098129396683,-0.0227455895138336,0.0337181157039776,-0.150571536297748,-0.0199959029763704,0.0520739479858821,Male,44,No,No,Medical Leave,Urban,College,1671775200
66,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,a3353b80-1070-4ea3-b0ea-9c19b93aa314,no_churn,0.011829563,0,no_churn,-0.0718533066186501,-0.0166824445342263,-0.0150302177875619,-0.0189365778953924,0.025355384086115,-0.172213253948757,0.0261848449180433,0.0355779920021814,Female,50,No,No,Employed,Urban,College,1671775200
15,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,35279324-e8eb-4b18-a57b-23a1496bcd1e,no_churn,0.24817638,0,no_churn,0.0608654376979484,-0.0052379026464041,-0.0872996955130293,-0.0134148828132219,0.0623578412190181,0.106034235016523,0.0625966163516568,0.087302356459495,Female,71,No,Yes,Medical Leave,Suburban,College,1671775200
71,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,30421ea2-6a08-4a84-a83e-16c60faf7caf,no_churn,0.103461,0,no_churn,-0.11043505820604,0.0019189470215678,-0.0001372425167801,-0.0069425425238068,0.0228887434131638,-0.114237236759718,0.0356851551128238,0.0422330832346369,Female,30,No,No,Unemployed,Suburban,College,1671775200
25,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,0736a317-adfa-4f00-abf0-73db11f12848,no_churn,0.08549515,0,no_churn,-0.0955194476344513,-0.0138174146960591,-0.0630710861681655,-0.0357005141000081,-0.0915175388787793,0.0218224030578312,-0.0039555226983611,0.0227329698952053,Male,64,No,Yes,Employed,Suburban,College,1671775200
8,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,0294cc26-05f6-48ce-aeb5-c0af13ba5c05,churn,0.0133369705,0,no_churn,-0.0002266109533684,-0.0041098595957373,0.0227457186417314,-0.013747307697231,-0.0918261687378208,-0.202334698762975,0.0267045168640015,0.0437682568289164,Female,36,No,No,Unemployed,Suburban,College,1671775200
71,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,e2ce649b-9962-4ac0-b12c-f86519d98b08,no_churn,0.00530445,0,no_churn,-0.0756295140681322,-0.004983428907326,-0.0170682760374711,-0.0176932550451965,-0.0395083605315267,-0.151406998123421,0.0162116345657341,0.0210520452100627,Male,41,No,Yes,Unemployed,Suburban,Bachelor,1671775200
12,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,020b2e1b-1ebe-4eca-a3ff-a5cbdb3883be,churn,0.0211340129999999,0,no_churn,-0.0144522181777892,-0.0010324084088551,-0.0133458647665429,-0.0435477265471217,-0.0689152511427255,-0.161855287920512,0.0168264438527558,0.0272961594874141,Female,50,Yes,No,Unemployed,Suburban,High School or Below,1671775200
65,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,d3b4c177-088e-428d-8960-9f08e20c0c3e,no_churn,0.0120705655,0,no_churn,-0.0371199958983743,-0.0016299672029344,-0.0053556886189744,-0.0151535917687397,-0.0121933984305997,-0.127290991703867,-0.0155557633366515,-0.0547267550564811,Female,73,Yes,Yes,Employed,Rural,Master,1671775200
27,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3843606b-3b3b-4599-81fe-40f378cf6f1a,no_churn,0.14579567,0,no_churn,-0.0153929129910557,-0.0121556707857416,0.0416676319399448,-0.0045489762367287,-0.0044537953456801,0.0627311198154439,-0.0360110988350425,-0.0108624484442043,Female,31,No,No,Unemployed,Suburban,Doctor,1671775200
27,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,619c3c16-0060-40c9-aa60-42d4ea77f3e7,no_churn,0.084461264,0,no_churn,-0.109256256682511,-0.0072080896069383,-0.035838919936823,-0.0699631484084238,0.015852059611343,0.036850656279139,-0.0534204965997741,-0.046041955844812,Male,42,No,Yes,Employed,Suburban,College,1671775200
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,b609b7cc-786c-4f5e-8f1b-29a124d9afcc,no_churn,0.003726595,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Male,76,No,No,Employed,Suburban,College,1671775200
28,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1f35b2ab-ccae-41c3-9433-c0325582abab,no_churn,0.13350216,0,no_churn,-0.16802971719163,-0.0105104785577623,0.0113538259364941,-0.0545471825722142,0.0283425839350093,0.0483912397953463,-0.0508729001470419,-0.0731535225328843,Female,48,No,Yes,Employed,Rural,College,1671775200
24,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f48428ac-73ad-451e-a2a3-191a89e17255,no_churn,0.10647813,0,no_churn,0.0447934457513929,0.166403937879559,0.0542125974982309,0.0685853419400246,0.136993915378262,0.1317419651095,0.0016603041686857,-0.0034176525316888,Female,42,No,Yes,Unemployed,Urban,High School or Below,1671775200
52,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,828dab65-cc88-458a-8573-398015ca8645,no_churn,0.07379822,0,no_churn,-0.0768353200222554,-0.0076445086107378,-0.0162752886921043,-0.0287013690615458,-0.0243018494200441,-0.0649961788477503,-0.0216532605983775,-0.0286183758091829,Male,75,No,No,Employed,Urban,College,1671775200
23,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,92b5d06a-bcca-4587-b1de-7f7a226d1813,no_churn,0.022019569,0,no_churn,-0.0394070406601804,-0.0058142192357991,0.0160889376464092,-0.0399034903254323,0.0081141606259552,-0.128615037331929,-0.0391571056408156,-0.0403323566965991,Male,27,No,No,Unemployed,Suburban,High School or Below,1671775200
22,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,cd027482-d802-46db-b797-7c370d8e91f2,churn,0.063888274,1,churn,-0.042142872567947,-0.0040702065309233,-0.0335640052383405,-0.0459522685182673,-0.0270517725248282,-0.0679926798500764,-0.0186096508734226,-0.0246426944636095,Female,67,Yes,No,Unemployed,Suburban,College,1671775200
39,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a482bf59-c01f-4a82-b31b-340023094e00,churn,0.1758044,1,churn,0.059482950290112,0.190932720304027,0.0843239134441591,0.0260857380630022,0.048267112172507,0.130707148306901,0.0103819244949045,0.0207923525479782,Male,52,No,No,Unemployed,Rural,Bachelor,1671775200
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,b0e7ab39-9145-456e-a9b1-85173f8c037f,no_churn,0.0039579556,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Female,31,No,No,Unemployed,Rural,Bachelor,1671775200
71,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,54e78fd2-e59e-4ac3-9438-5acb805ee5a9,no_churn,0.025381045,0,no_churn,-0.0692013749376292,-0.0028381958637146,-0.0029522538708988,0.0006193472597351,-0.000200263987208,-0.161198056877829,-0.0167752618030135,-0.0164800895593725,Male,56,No,No,Employed,Urban,Bachelor,1671775200
36,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,838cde26-c340-45fc-9f6f-235b2f1cd25d,no_churn,0.066210814,0,no_churn,-0.052765529200742,-0.0039836891870618,-0.0123478953149697,-0.0346831089158695,-0.034054426578732,-0.0559585633414189,-0.0283389636124775,-0.0468939763455091,Male,72,No,Yes,Unemployed,Urban,Bachelor,1671775200
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,3cc9e6ac-29ca-49f6-8c3f-f6fc4c013e78,no_churn,0.0141810225,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,36,Yes,No,Retired,Suburban,High School or Below,1671775200
22,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c8c5fac1-766d-4047-b464-6334016409f3,churn,0.2207172,1,churn,-0.0832130683074228,-0.0045317668081588,-0.0320459272891275,-0.0749981618532911,-0.0098012449946509,0.0406656357085012,-0.0461546758701115,-0.051446942393959,Male,58,No,Yes,Employed,Urban,College,1671775200
67,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,4bf11bee-dbc2-4c01-b6cc-ced0c82e0921,no_churn,0.028744575,0,no_churn,-0.0914717555744755,0.0079621120766842,-0.0030507842906536,-0.0158005115812284,0.0030894643193096,-0.131432810176238,-0.0181439365833966,-0.0201779317171303,Female,57,No,Yes,Employed,Urban,High School or Below,1671775200
12,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bf793f06-f8bb-4088-986b-00cec8a0d4e5,churn,0.21715763,1,churn,-0.0620700823367587,-0.0090670244376815,-0.0197647981329828,-0.104808630542793,-0.0343723925388258,0.0409518227019634,-0.0395798757791453,-0.0309818375326358,Male,56,Yes,Yes,Employed,Urban,High School or Below,1671775200
67,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,404a87c9-325c-4023-9b3e-71479a092889,no_churn,0.19869298,0,no_churn,-0.0636694206049105,-0.0009375130434455,0.0371543216918326,-0.0230758628647708,0.0094481631498911,-0.132310463941712,0.0232334659748266,0.0666867143362287,Female,36,No,No,Employed,Rural,Bachelor,1671775200
59,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,2a926e99-d1df-4766-a6f7-bdaef83fb203,no_churn,0.14424661,0,no_churn,-0.197834147437879,-0.004036951319922,-0.0585777907406736,-0.0050975085627214,0.062394196343157,0.0167252794800333,-0.0260220228446451,0.0128672383462617,Female,49,Yes,No,Employed,Suburban,College,1671775200
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,0e929915-848b-4a71-82fd-7d57eaa22250,no_churn,0.020639082,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Male,43,No,No,Employed,Rural,Bachelor,1671775200
67,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,41108509-b8ea-4ac0-96ab-0e800e682016,no_churn,0.123872004,0,no_churn,-0.103621334048185,-0.0024224914700243,-0.003516152813263,-0.0176472393502626,0.0199101254752349,-0.197285242128628,0.0335482468481677,0.0420079362788237,Male,78,No,Yes,Employed,Urban,College,1671775200
56,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,51f3c6e6-6e97-4381-bbbb-d9359eafc7b2,no_churn,0.0621047729999999,0,no_churn,-0.0305031121023148,-0.0035018465151733,0.0059713668228232,-0.009600247413,-0.0836073212926567,-0.117996313236781,-0.0170820427992475,-0.0127066355757506,Male,79,Yes,No,Unemployed,Suburban,College,1671775200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,9ad7586d-13eb-41b9-94d4-56de043c93ba,no_churn,0.08226467,0,no_churn,-0.0766777606119467,-0.0029117379445233,0.0056133252695963,-0.0274544510902796,-0.0560668223564061,-0.174300218891913,0.0324264208443855,0.030345090429746,Male,37,No,No,Unemployed,Suburban,Bachelor,1671775200
72,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,bdf599d3-b38f-466c-9e80-4c064621f3a3,no_churn,0.009282929,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Female,35,No,Yes,Medical Leave,Suburban,College,1671775200
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,e48c24d6-84c8-412d-8f56-c6d03659cf68,no_churn,0.3059595,0,no_churn,-0.288451467467512,-0.0039072399919086,0.0147909504390145,-0.0139344971830405,-0.0001021232590665,-0.0069044048290334,0.0223998402118377,0.0295827904851648,Female,31,No,Yes,Employed,Suburban,Bachelor,1671775200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,fb76ea31-472c-4525-a7e2-24b71e260554,no_churn,0.007129235,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,62,No,Yes,Employed,Suburban,High School or Below,1671775200
67,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,439e9224-dce4-4385-9802-42cec3713059,no_churn,0.20450798,0,no_churn,-0.0843312382445219,-0.0026887329351666,0.0186728112746459,0.0289919629044379,-0.0858438353891142,-0.117590168433817,-0.0240566978481001,0.0278197462557727,Female,50,No,Yes,Employed,Suburban,College,1671775200
69,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,0ef50fbe-7452-4fd6-8985-195035b76ba9,no_churn,0.19442943,0,no_churn,-0.12288515366411,-0.0021516426731568,-0.0298592477547208,-0.0027765021812592,-0.004912088269175,-0.143632719349744,0.0076203596223331,0.0295708413407419,Female,55,No,Yes,Employed,Urban,High School or Below,1671775200
19,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,dd1db885-420a-4fa0-a1e0-f610686f4f03,churn,0.55180454,1,churn,0.0562329304391187,-0.0042297328445965,0.0739984794791507,0.0038849751611087,0.0175246100068943,0.115658425159727,0.0676431699629847,0.0456538559216824,Male,20,No,No,Employed,Suburban,College,1671775200
39,Yes,No,Fiber optic,In_Store_Support,One year,<50hrs,Active,62fc5ca9-1dca-4bcb-a967-80f06e3041a2,churn,0.3422659,1,churn,0.0083649452321878,-0.0003839492268161,0.0119184641757237,0.0641555791803512,0.0018447458140508,-0.0437561386241759,0.0210032747791137,0.0478269271863428,Female,29,No,No,Employed,Suburban,High School or Below,1671775200
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,5b31b986-7daf-422e-804d-32e56124ac56,no_churn,0.06488239,0,no_churn,-0.214246087596521,-0.0034994285456741,-0.0613407986872334,-0.0498872774403935,0.0287125502352137,0.0201299287394249,-0.0128563019412104,0.0239612612268319,Male,48,No,Yes,Unemployed,Suburban,Bachelor,1671775200
69,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,dde032d6-8b3d-40b4-96e0-1825a6c28fcf,no_churn,0.08583984,0,no_churn,-0.0201866318444126,-0.0010178208699198,0.0655362442692239,0.0702676080561923,0.0143148032381395,-0.131836817999597,0.110120921048256,0.0637755489100982,Female,30,No,Yes,Employed,Urban,College,1671775200
40,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Active,79feb784-8e45-450f-994f-8c03474f6a75,no_churn,0.30901858,0,no_churn,-0.14204916365723,-0.0027560592667759,0.0309622670551016,-0.0295744769220436,-0.0565772784441742,-0.160006031874709,0.0589788388452143,0.0593290842205897,Female,75,No,No,Unemployed,Suburban,Bachelor,1671775200
31,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b8917c40-f189-4410-a9d8-adf6a4120d47,no_churn,0.2717756,0,no_churn,0.0435502677475005,-0.0082344835838739,-0.059406107337345,0.0538886673756678,0.0348437440620591,0.100302778343935,-0.0218048519717558,-0.0040867944257388,Female,23,No,Yes,Employed,Suburban,College,1671775200
18,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,4d378fe5-b5c0-4e36-a48f-d18ca39dba56,churn,0.4952679,1,churn,-0.144106594039345,-0.0069563935643236,0.0208932934029508,0.0566376757198304,-0.141014060903658,0.0413334228862504,-0.0436722907320472,-0.0421412039242477,Male,45,Yes,No,Employed,Rural,High School or Below,1671775200
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,20877def-c0dc-4826-b7d6-46f0b670be0e,no_churn,0.25219238,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,51,No,No,Employed,Suburban,Bachelor,1671775200
63,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,6a93ebe5-bebb-41ef-8b86-f2f90a413289,no_churn,0.016457805,0,no_churn,-0.0974502168024173,-0.002599479656219,0.0101038881037675,0.0402616244149976,-0.0466778900733606,-0.13559160265444,-0.0094072669545494,-0.007665209052393,Male,50,No,Yes,Employed,Suburban,College,1671775200
53,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,4417c0dd-bc53-4fe4-b66e-2827f82485ab,no_churn,0.23036999,0,no_churn,-0.16215219039962,-0.0057074280790766,-0.042318254957463,0.0287873689501975,-0.0606323220856575,0.0221427386371124,-0.0226512397977967,-0.026494823893081,Male,33,No,Yes,Employed,Suburban,Bachelor,1671775200
12,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,06f568e2-9331-4e1e-a1bb-17b2323e2977,no_churn,0.5944226,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,60,No,Yes,Employed,Suburban,High School or Below,1671775200
45,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,a2b4c3c3-a067-4ae7-b125-247f4aa2600c,no_churn,0.13561073,0,no_churn,-0.0781061684538553,-0.0028665379270023,0.0435623138741175,0.0698930390783607,0.0120632540116957,-0.10451283331226,-0.0084739882193389,-0.0172518962639878,Female,25,Yes,No,Unemployed,Suburban,College,1671775200
3,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,165e5708-14b4-47a1-baa6-eac40449185b,churn,0.69117445,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,47,Yes,No,Employed,Rural,Bachelor,1671775200
19,No,No phone service,Low Speed,In_Store_Support,One year,<50hrs,Active,d5cfaddf-b4e4-4c47-94c8-e9940cc6e277,churn,0.23000644,1,churn,0.0693137437892937,-0.0007803808740754,0.0071846781258773,0.0148047412956429,-0.0108509738540306,-0.0508081061428674,0.0314005064861885,0.0507096407937069,Male,60,No,Yes,Employed,Suburban,High School or Below,1671775200
45,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,c632b76d-9bf8-45e4-875e-f33bbc072d56,no_churn,0.16675392,0,no_churn,-0.199750294744117,-0.0051252999064672,-0.018436076704238,-0.0134619183993527,0.0182784656197145,0.0579835286916932,-0.0042203917860024,0.0657058355469052,Female,64,No,No,Medical Leave,Urban,College,1671775200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,9a8d77b0-5044-413b-bd02-381199048483,no_churn,0.4203062,0,no_churn,0.0392861084900141,-0.0169371564842003,-0.0878001737407203,-0.120188936947607,-0.0327413777036008,0.0543262945084916,-0.0580138482012807,0.0230429398057708,Female,77,No,Yes,Medical Leave,Suburban,Bachelor,1671775200
30,Yes,Yes,Medium Speed,Phone_Support,Two year,<50hrs,Active,6637bcf8-9a81-4713-a83b-e3ed00bca229,no_churn,0.08654822,0,no_churn,0.0104618358783545,-0.0013562015932984,0.0005236066819634,-0.0168185242827166,0.0788871000350445,-0.212377645230445,0.0574227652530362,0.0642309089216723,Female,47,No,No,Employed,Urban,Bachelor,1671775200
24,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,471fc3b7-44e3-4aed-854a-f419917e455d,no_churn,0.11365002,0,no_churn,-0.0037864967240602,-0.0016352131052735,0.0034968981426209,0.0072119863217631,0.0682533162692743,-0.162571470020202,0.0321399347728038,0.0810315592285405,Female,50,No,Yes,Employed,Suburban,College,1671775200
47,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,a597bccc-2d8b-4507-9d92-51119699c5ce,no_churn,0.015160202,0,no_churn,0.0037554119720152,-0.0183668354840665,0.0184646579973559,0.008095627153998,0.100749586604816,-0.148404328545375,0.0582294742591148,0.0607835889057969,Female,22,No,No,Employed,Suburban,High School or Below,1671775200
25,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,ed7fd802-92c4-4d65-924d-6b074f87f2c8,churn,0.5077648,0,no_churn,0.0295655604015064,0.0339765427682323,-0.0473151441202571,0.0616743148002024,0.0492059686570974,0.108386954401794,0.0668592694245489,0.0736203821096387,Male,32,No,Yes,Employed,Suburban,College,1671775200
52,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,1cd43ab9-250d-43d7-9e0f-070deea4f494,no_churn,0.041286338,0,no_churn,-0.0781187007321114,-0.003200261958118,-0.0160408753059164,-0.0247318962974259,-0.0587611971561818,-0.127059215812205,0.019508750252844,0.0293772447803075,Male,60,No,Yes,Employed,Suburban,College,1671775200
10,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eecf4101-fc5f-4355-bf32-cd3354d21e89,no_churn,0.13002972,0,no_churn,-0.061116440666201,0.0057159563562527,-0.0035621230021661,-0.0675017013262777,-0.0938751243785282,0.0513567369752945,-0.0461610870592539,-0.0538823688301909,Male,58,No,No,Employed,Suburban,Bachelor,1671775200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,205754fd-f994-433f-a53a-4e99da00af34,no_churn,0.30501375,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,26,No,Yes,Disabled,Suburban,Master,1671775200
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,36277a1a-4ef2-49c0-b7ad-27822c06fe83,no_churn,0.1037973,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,37,No,No,Employed,Suburban,High School or Below,1671775200
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5496b7f4-3f74-4650-8ad0-a5bb5a0c077c,no_churn,0.30501375,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,21,Yes,Yes,Employed,Suburban,High School or Below,1671775200
43,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5406ae0a-516f-4a5d-bdec-34caaba8e6f3,churn,0.23903161,1,churn,-0.0849820819445176,-0.0057996963385085,-0.0706027516523954,-0.0707316183458897,0.0134340688445354,0.0474551747568057,-0.0263978693098761,-0.0351189084614088,Female,73,No,No,Employed,Urban,College,1671775200
16,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,f534ab1a-3b00-4ed7-b569-5e7b30852254,no_churn,0.06688092,0,no_churn,0.0024532985384666,-0.0075909860535284,-0.0163344283476908,-0.0165864378674814,-0.0241340754863995,-0.131166485399963,-0.0340369526874201,-0.0416300832540673,Male,72,No,Yes,Employed,Suburban,Master,1671775200
12,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,52940295-1045-471d-a316-4e46bfb7b307,no_churn,0.2411979,0,no_churn,-0.0620700823367587,-0.0090670244376815,-0.0197647981329828,-0.104808630542793,-0.0343723925388258,0.0409518227019634,-0.0395798757791453,-0.0309818375326358,Male,55,No,Yes,Unemployed,Suburban,College,1671775200
1,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,53fbb4cc-87cf-4796-936f-ca48c0031ff4,no_churn,0.10919004,0,no_churn,0.0829451999224329,-0.0070685762656648,-0.0183105959594468,-0.0618095614876256,-0.0011622015160901,-0.166760747017815,-0.0407350631849658,-0.047037305111553,Female,72,Yes,No,Employed,Suburban,Bachelor,1671775200
25,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,af5c3654-1d21-49b8-953b-195559cd15f3,no_churn,0.027173292,0,no_churn,-0.0444783150103739,-0.0057708128630474,-0.0368818102993827,-0.0325602363154757,-0.0341475939865631,-0.0672333648389121,-0.0211918622160737,-0.0267621549505929,Male,80,No,Yes,Employed,Suburban,College,1671775200
1,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,203847f2-22e9-4fcc-adee-de2c11ae9781,churn,0.82504815,1,churn,0.278206907494277,0.126938110196679,0.0411645279240747,0.0422493253959328,0.0864908054087936,0.160231344862023,-0.0109755483772323,0.0004183902463591,Female,70,No,Yes,Employed,Suburban,College,1671775200
11,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4ac00ecd-f80c-44b1-b76f-e44d40dba48c,no_churn,0.094242826,0,no_churn,0.198507117814143,0.0035663072452734,-0.0301344191285079,0.06002460763837,0.0996351533111101,0.129396095896236,-0.0207205450686888,-0.02722578288789,Female,58,No,No,Unemployed,Suburban,High School or Below,1671775200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0d4b873d-7d5b-4c13-9d1b-cb87d49ac92b,no_churn,0.3660258,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,40,Yes,Yes,Disabled,Suburban,College,1671775200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dda4bc19-f8f6-4769-9abf-254a858c691f,churn,0.3669385,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,42,Yes,No,Employed,Urban,College,1671775200
58,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,3c6727f9-c10c-430e-805b-8d5858fedaa9,no_churn,0.014100409,0,no_churn,-0.0617026238443213,-0.0038212114497218,-0.0141725859649341,-0.0317866112136107,-0.0228041680009482,-0.10433515323919,-0.0143745759300145,-0.0160292230365848,Male,46,No,No,Unemployed,Rural,College,1671775200
55,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,2a503c54-99b7-4d8a-8def-d960e1da1c26,no_churn,0.0151049139999999,0,no_churn,-0.0513283718364891,-0.003151893439026,-0.012837662435968,-0.0575604181558264,-0.018465086175529,-0.0831163981590907,-0.0142108341307448,-0.0166888202179325,Male,39,No,No,Employed,Suburban,High School or Below,1671775200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a18fbbd1-a9fb-4e49-b052-17de641829de,no_churn,0.6031729,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,28,No,No,Unemployed,Rural,Bachelor,1671775200
47,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,ab196b9f-5f11-4e50-8325-25a92e09fa83,no_churn,0.0070916014,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Female,21,No,Yes,Employed,Suburban,Bachelor,1671775200
41,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,0cd50b91-37a4-4e8e-b0f4-e021737cdd46,no_churn,0.016980486,0,no_churn,-0.0364105574666882,-0.0042869672428423,-0.0112746323715418,-0.0508999528913591,-0.0284963201020127,-0.106189892590173,-0.01292939854623,-0.0185384319079548,Male,68,No,No,Employed,Urban,High School or Below,1671775200
39,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,ee49f928-7ffd-40ce-b93b-6d2bcf8ada48,no_churn,0.08407797,0,no_churn,-0.042288171864393,-0.004948397687076,-0.0085532577662343,-0.0846790698953827,-0.0432687120317314,-0.0402428126138966,-0.0185974564785647,-0.0264482738349897,Female,32,Yes,Yes,Unemployed,Rural,Doctor,1671775200
3,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,ac961590-2ff3-4197-bf08-bc10f8cb463f,no_churn,0.043443073,0,no_churn,0.0078239244247197,-0.0065745527498256,-0.0245539154603466,-0.0374414431241348,-0.0425541009587323,-0.0832701771904248,-0.0247226241906901,-0.0477332636743631,Female,29,No,Yes,Disabled,Urban,Bachelor,1671775200
14,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,4f8cc225-ee2b-40fd-93c3-19cde816a3dd,no_churn,0.009142413,0,no_churn,-0.0316896404651743,-0.0049371315162352,-0.0121326116463933,-0.0512088649196175,-0.0296169157859003,-0.100054659893831,-0.0175100773280064,-0.0218762497352781,Male,50,No,Yes,Unemployed,Rural,College,1671775200
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,654a5885-c7e7-4f23-b767-0ec4c15dfada,churn,0.39678642,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,20,No,Yes,Unemployed,Suburban,College,1671775200
68,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,d4ea428a-e92b-451a-9b23-5a9cf0f5e01a,no_churn,0.060683385,0,no_churn,-0.0574585597791565,-0.0026889080991986,0.0001260644943477,-0.0479640736471537,0.0043783280692696,-0.0712680361188631,-0.0389368640551583,-0.051880768432029,Female,36,No,Yes,Disabled,Urban,Master,1671775200
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aa5d0e4f-1d21-4469-af7c-7bbf22f61a1c,churn,0.54652137,1,churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Female,25,No,Yes,Employed,Suburban,High School or Below,1671775200
23,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,7ca5e6ca-f5a6-4252-8dcf-52441a5d9399,no_churn,0.0129354769999999,0,no_churn,-0.0604501657801665,-0.0040206289955676,-0.0161687119947782,-0.0338838721068896,0.0128146208096404,-0.0941877401225065,-0.029363904070251,-0.0437657506784489,Male,73,No,Yes,Employed,Rural,College,1671775200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,77464ef9-da23-4d7c-b046-1761f4f8318d,no_churn,0.387835,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,51,Yes,No,Retired,Suburban,High School or Below,1671775200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,465c0f39-5b12-43af-a401-b6a25127309f,churn,0.54257977,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,50,Yes,No,Medical Leave,Suburban,College,1671775200
35,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,ed4c255b-3db0-450f-baa2-8e0271551bf2,no_churn,0.4251859,0,no_churn,-0.0740279192932666,-0.0457736160163767,-0.0169087644101546,-0.0779392341942093,-0.0014523913917764,0.0576849249504812,-0.0237853351228386,-0.0368238143409053,Male,45,No,No,Employed,Suburban,College,1671775200
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,fcd2875e-2253-4f3d-b6e4-e59afb871dfb,no_churn,0.0026214846999999,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,41,Yes,Yes,Employed,Suburban,College,1671775200
10,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a2aa7e0c-11bf-42c3-a1df-c3454fe87e97,no_churn,0.04920018,0,no_churn,-0.0153249879967006,-0.0060461628641496,-0.0219071378530134,-0.0408746972273184,-0.0245221668048179,-0.107216927222107,-0.023437644395999,-0.0296964284297064,Male,51,No,No,Employed,Suburban,Bachelor,1671775200
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,292a7e09-e047-415c-8a7d-f4f51d2e042b,no_churn,0.40048733,0,no_churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Female,51,Yes,No,Employed,Suburban,College,1671775200
70,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,facaac77-aaaf-4925-afe4-8c1c9b0fce4c,no_churn,0.024719471,0,no_churn,-0.0261045387181002,-0.0028163271844096,-0.0067918290693796,-0.086021731824353,0.0023494840614694,-0.1134418730986,-0.0128076582860558,-0.023391678144053,Male,52,Yes,Yes,Unemployed,Suburban,Bachelor,1671775200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,6e4044e2-7230-4c1f-9a2d-e66306893598,no_churn,0.012868641,0,no_churn,0.0007254060822742,-0.0025038435022179,-0.000748063816618,-0.0799202232555808,-0.0168625878724924,-0.133375862942539,-0.0165204023391015,-0.0148205749768021,Female,49,Yes,No,Medical Leave,Suburban,College,1671775200
39,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,c1ee8069-1b32-40eb-89de-2e0ee9d65d2e,no_churn,0.009980159,0,no_churn,-0.0158658317142362,-0.0061090376441279,-0.0115568059767429,-0.0634966152314882,0.0033279842682532,-0.121987335242829,-0.0185311764128891,-0.0348073350428785,Male,48,Yes,No,Unemployed,Suburban,College,1671775200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0d8abfc5-98c0-4eb3-8eeb-a75d6a5c0d62,churn,0.21654074,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,47,Yes,Yes,Unemployed,Suburban,High School or Below,1671775200
72,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,d036e6da-8a07-4167-9717-afd055120271,no_churn,0.004151356,0,no_churn,-0.0325393983328058,-0.0027373936873846,-0.0033234459260688,-0.0077702983130484,-0.0020530041533947,-0.199057020213968,-0.0102515492721113,-0.0112940405060976,Female,73,No,No,Unemployed,Suburban,High School or Below,1671775200
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6470002a-7809-45ca-9b4a-6a76e11b96cd,no_churn,0.13345449,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,52,Yes,No,Employed,Suburban,Bachelor,1671775200
1,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e5b97c93-6e8a-4403-bb09-b0756a7288f1,no_churn,0.48839626,0,no_churn,0.12470008558962,0.006033345106025,-0.0128667267400942,-0.221582249609601,-0.0647653424884811,0.0907042199680472,-0.0587599960320221,-0.0613466279935346,Male,22,No,Yes,Employed,Suburban,Bachelor,1671775200
2,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,86d4fa2a-0bea-41e9-9fee-efffc241da9a,no_churn,0.33416298,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Male,60,No,No,Unemployed,Urban,College,1671775200
67,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,ad3699cd-3ffc-4a4f-9cb9-b1d219fd19f7,no_churn,0.024165627,0,no_churn,-0.0690837225727955,-0.0025200915692767,-0.0169329726749674,-0.0118951402214224,0.0039510494165006,-0.0871742305884436,-0.0405530040786652,-0.0448180402485195,Female,62,No,No,Unemployed,Rural,Bachelor,1671775200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,791c0643-95ad-4285-889b-482dc2f5b7e5,no_churn,0.06864212,0,no_churn,-0.0354369862510793,-0.0140031996886227,0.0018298612542321,-0.141580555220521,0.0081357803559421,0.0562624143263292,-0.0635147764215526,-0.0707186903025376,Male,48,No,No,Unemployed,Suburban,High School or Below,1671775200
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,10b27b6f-0150-4cbb-966a-ea9703b80970,no_churn,0.0018367305,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,49,No,No,Retired,Suburban,College,1671775200
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,83e55712-aee5-4eec-bee4-2c3ef7a1a582,churn,0.141238,1,churn,0.0178654369620198,-0.0072588299265044,-0.118955401215626,-0.14222616350613,0.027698098746232,0.0593481954684648,-0.0468802862455777,-0.0586171995048061,Female,65,No,Yes,Employed,Suburban,High School or Below,1671775200
47,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,63e30dce-5e08-48fe-85da-8847fed67b9e,no_churn,0.13743672,0,no_churn,-0.0461411541633879,-0.0040977140744507,-0.0643553888595033,-0.0655050599115747,0.0412941747038439,0.0539063640404583,-0.0374008449224766,-0.0560122417530328,Female,47,No,Yes,Employed,Suburban,High School or Below,1671775200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1c6e2abc-eb16-4fd1-98e9-5fcd72dbdca2,no_churn,0.6034754,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,71,No,No,Employed,Urban,Bachelor,1671775200
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,8babbe86-93c0-4409-8c21-f3dc8f84ffea,no_churn,0.024127334,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,49,No,No,Unemployed,Urban,High School or Below,1671775200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4ac5491a-2186-46ab-b19b-ab5d8e1e9772,churn,0.27142978,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,55,No,No,Employed,Suburban,Bachelor,1671775200
61,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,90e1aadd-60b4-489a-8fdb-462a33f3e403,no_churn,0.009756349,0,no_churn,-0.0621762299046713,-0.0036178432073756,-0.0117798405910798,-0.0255590422222394,0.0027043371727631,-0.116643302051752,-0.0259198748376002,-0.0260343579508116,Male,45,Yes,Yes,Employed,Suburban,Bachelor,1671775200
11,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a5eddba-c03e-45cd-b109-85230c0a51cd,no_churn,0.23933426,0,no_churn,-0.0160790138536867,-0.0091269464064134,-0.027990186785737,-0.17710761742459,0.0300567201788817,0.0524693428643331,-0.0545847427182889,-0.0666637083518981,Male,58,Yes,No,Unemployed,Suburban,Bachelor,1671775200
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3c7d9f0e-03b2-4dc2-8f58-849d119eb988,no_churn,0.14240691,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Male,46,No,Yes,Employed,Urban,High School or Below,1671775200
14,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,a9866c36-73ff-457e-9b50-506aec67e034,no_churn,0.08470366,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Male,51,No,No,Unemployed,Suburban,Doctor,1671775200
8,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,b5f8b0cc-4b35-49ec-92d9-0be40448b12a,no_churn,0.013475031,0,no_churn,0.0184922176956934,-0.0054058409596291,-0.0096427599355229,-0.0304512133362914,0.0178523675261385,-0.188040531895022,-0.0328719479423489,-0.0389584440995349,Female,74,Yes,Yes,Employed,Suburban,Bachelor,1671775200
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6213d65c-1aa3-4b0e-a530-6058fd379330,no_churn,0.14560145,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,44,No,No,Employed,Suburban,Bachelor,1671775200
44,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,8ae59d2d-5cc7-4d10-80e4-2d8bf55804d2,no_churn,0.0069364569999999,0,no_churn,-0.0706965280806252,-0.0039465138442574,-0.019365781924971,-0.0240830309522425,0.0129949454657435,-0.0968468661966471,-0.0233876600862276,-0.0436947177663023,Male,20,No,Yes,Employed,Suburban,High School or Below,1671775200
27,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,57891777-5a00-4739-b49c-b090244210fc,no_churn,0.005949978,0,no_churn,-0.0430800164549327,-0.0037705138693127,-0.0185975335873263,-0.0300150148313514,0.0130039550744731,-0.10248380361676,-0.0399205964476095,-0.0441626300255484,Female,60,No,No,Employed,Suburban,College,1671775200
37,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4abd6e21-5300-4b5f-87b0-c0e0436120f7,no_churn,0.08705786,0,no_churn,-0.0861621355235456,-0.007507124429303,-0.0119025022908317,-0.039572774323642,0.0220197502096016,0.0416437062845579,-0.0243879623229258,-0.0331571090797115,Male,36,No,Yes,Employed,Urban,Bachelor,1671775200
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c449eaab-e37e-4469-810a-d367d069d61e,churn,0.8029304,1,churn,0.18042293971489,-0.0021655260148691,0.118832143906411,-0.0264528153043556,0.109392841461795,0.150105705550523,0.0858970337467326,0.0957748684296575,Female,51,Yes,No,Employed,Suburban,Master,1671775200
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d9f95274-8418-4d66-a293-114a4840233c,churn,0.852988,1,churn,0.124707422584479,-0.0011007624326248,0.0012186723847798,-0.0480803683784597,0.109154874116402,0.109407853882403,0.106457437336521,0.129208724052892,Male,80,Yes,No,Unemployed,Suburban,Master,1671775200
61,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,75c303fc-5b7f-4edb-a966-a2944c875e02,no_churn,0.29047257,0,no_churn,-0.192825742039722,-0.0014863686847456,0.026151775050057,0.111754453275589,0.0372881904657333,0.0750869418991351,0.0758531874507934,0.0991514122995613,Male,80,No,Yes,Unemployed,Rural,Bachelor,1671775200
29,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,c7cd4d4c-7df1-44eb-90bd-ee1f75099e20,no_churn,0.5568515,0,no_churn,-0.182243991801333,-0.0044693432966778,-0.0042940975969122,-0.141527498486485,0.0217798907648466,0.0555027292674094,0.0090527284334712,0.0671734308369468,Female,44,No,No,Employed,Suburban,College,1671775200
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,4a5a15ab-ab76-4a6b-a499-5f08af8016a0,churn,0.37994167,1,churn,0.103404733172556,-0.0042633996426593,-0.0660047142190705,-0.0750107029425271,0.0521703902546505,0.10928768210435,0.0229513851187766,0.0844384742408874,Female,33,No,Yes,Employed,Suburban,Bachelor,1671775200
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ad4fbbf8-cdf6-4221-9285-896f80dacabb,churn,0.64727414,1,churn,0.129695655322048,-0.0066580906970011,-0.047204431772061,0.0012095914066594,0.138815843511547,0.122328476843359,0.14381642878292,0.126506097283636,Male,70,No,No,Medical Leave,Suburban,High School or Below,1671775200
59,Yes,Yes,Low Speed,Web_Chat_Support,One year,<50hrs,Active,f384a487-d3af-4b86-96c5-c14400a004ec,churn,0.3955918,1,churn,0.0766926835295726,0.0014559149559863,0.0618174147775062,0.0388243389805029,0.118877002300851,-0.0071983370457201,0.166212675528041,0.110010423864678,Male,52,No,No,Employed,Urban,College,1671775200
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,7259c034-63bb-4f33-be25-443ac2d8a9a1,no_churn,0.68483084,0,no_churn,0.109563492310936,-0.0035982909876474,-0.0669018670339392,-0.0301478087482973,-0.0039643916269687,0.106677779550987,0.135985375746586,0.0988346716758314,Female,73,No,Yes,Employed,Suburban,High School or Below,1671775200
26,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,82127e0f-11a4-4da1-96db-3a0d00ada353,no_churn,0.48106134,1,churn,-0.0336393803131977,-0.0058447877949038,-0.0661361655904329,0.0988626951176775,0.141906686092079,0.0880506538696863,0.0887136818719773,0.119060464934591,Male,44,No,No,Unemployed,Suburban,High School or Below,1671775200
70,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,83870b85-794f-4c76-9098-cca1e836695c,no_churn,0.2358548,0,no_churn,-0.173164401951044,0.0008994169107245,-0.010389058728997,-0.0160899112563856,0.0454784295775061,0.0881846652272724,0.0545809981349339,0.106807044523175,Male,23,No,Yes,Employed,Suburban,High School or Below,1671775200
27,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,65b65bc6-2214-4bc6-8274-7d55f8f69c0a,no_churn,0.22986141,0,no_churn,-0.008340081026854,-0.0008759480642584,-0.0278884380707313,0.0063236950725331,0.0750254188307553,-0.14911753653877,0.0392980311317114,0.0838820398266398,Female,26,No,No,Employed,Suburban,Master,1671775200
3,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,9e7b4a6e-50d1-4aa8-b39a-d5019fb51cce,no_churn,0.37429747,0,no_churn,0.0803564546930101,-0.004456764100505,-0.051125484175518,0.0292178708902793,0.104608436311737,0.0935558337431848,0.111835440486684,0.11031539721931,Male,49,No,No,Unemployed,Suburban,College,1671775200
25,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2b7a37f7-11eb-488b-b983-bed57860eee6,no_churn,0.36194524,0,no_churn,-0.0191730643003393,-0.0045467420199383,-0.0851543220518215,-0.056403492223053,0.101379111564147,0.0652946211757262,0.0542802053393279,0.0996308679620779,Male,79,No,Yes,Unemployed,Suburban,Master,1671775200
63,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c237d011-3f9b-46d5-a75c-7528bf5fb6e8,no_churn,0.100928806,0,no_churn,-0.214029370884809,-0.0052873492393337,-0.0449727534255453,-0.0415513698265022,0.0526798916905863,0.0345006552112136,-0.0233312592416405,0.0629654018526889,Female,36,No,No,Unemployed,Suburban,Bachelor,1671775200
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,cd2b270b-dbd2-41f6-a924-70504bdee1ae,churn,0.69911534,1,churn,0.0461139617865364,-0.0021742241306492,-0.0653480695388998,-0.0662879502013493,0.0869337201069902,0.0906567793114299,0.030910594539805,0.0378357044667791,Male,36,No,No,Employed,Suburban,Bachelor,1671775200
44,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,b23e7b9c-2622-4810-a26d-6c31286a4ac1,no_churn,0.12983598,0,no_churn,-0.148360361306586,-0.0056243836309658,-0.0179532738286434,-0.0220856580813233,-0.0189311944680775,-0.0990961565629368,0.0026222782130753,0.0504025991178787,Female,42,No,No,Unemployed,Suburban,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4a2fe112-196e-4305-aa2c-8cfab6b6ecf1,churn,0.86690277,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,38,No,No,Unemployed,Rural,Bachelor,1671775200
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,fee8973a-c05e-48fc-a530-6be484aff5b4,churn,0.5073615,1,churn,-0.0612444073784809,-0.0043663763662698,-0.0582722412846487,-0.0393375520450717,0.0435102502354129,0.0729893802064361,-0.0821694371166086,0.0354594717077088,Female,32,No,No,Medical Leave,Rural,Master,1671775200
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9a6dff26-e44b-4a14-9037-4d2f1bc7ca0e,no_churn,0.45696914,0,no_churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Male,30,No,Yes,Employed,Suburban,Bachelor,1671775200
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f3d0189b-d5e7-4834-ada2-5aef7ec78aef,churn,0.63499033,1,churn,0.139772688874195,-0.0028218852629288,-0.0417809144479997,0.0192830842147941,0.0813032548378396,0.148109085489796,0.0468570225021721,0.069561044905854,Female,51,No,Yes,Employed,Suburban,High School or Below,1671775200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4a03278b-90a2-4932-bf4e-7df3e7acbef3,no_churn,0.5948257,0,no_churn,-0.089311144892863,-0.0037935173526966,0.065058597832367,-0.0131646200375143,0.0217483489697588,0.0382910215192623,-0.0035040786945864,0.0173159136767389,Male,59,Yes,No,Employed,Urban,College,1671775200
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,edbd3966-e71c-460d-b787-96083899fd30,no_churn,0.50578207,0,no_churn,0.0003871526560578,-0.0021514191114329,0.0199317667865852,0.108316877615071,0.107926609204533,0.062973829402681,0.030511824602654,0.0330772139786677,Female,38,Yes,Yes,Employed,Rural,High School or Below,1671775200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,ad5c6b4d-2051-4044-abb3-9bce12994eeb,no_churn,0.5931664,0,no_churn,0.0091167765442241,-0.0032228148999274,-0.0284732296729453,-0.0374377025390458,-0.0097796858219408,0.098768911348452,0.0115130659199803,0.0365837639196797,Female,66,No,Yes,Unemployed,Suburban,Bachelor,1671775200
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e7530554-1f7a-4e69-96f4-bef1f920fe1f,no_churn,0.5860485,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Male,67,No,No,Employed,Urban,College,1671775200
63,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,3477e368-7bc1-49c3-bd13-a6c9c404e6d1,no_churn,0.24103056,0,no_churn,-0.116375926794817,-0.0024797579668484,-0.0673576807230074,-0.0332282095399205,-0.0047579309922184,-0.0517777063768244,0.0420852454957275,0.034199148765856,Male,70,Yes,No,Employed,Urban,Bachelor,1671775200
51,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,bc419b28-35ed-43fc-ac9c-83beaade343c,no_churn,0.21417134,0,no_churn,-0.126509466926045,-0.0053877132559318,-0.0392918386779911,-0.0390012281012059,-0.0206364071841744,-0.0917285441194599,0.0204783772510018,0.0330506665858774,Male,59,Yes,Yes,Medical Leave,Suburban,Bachelor,1671775200
23,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d29b8356-9e4d-4dfd-997a-32c5b86d528d,no_churn,0.25134033,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Male,53,No,Yes,Employed,Rural,College,1671775200
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5e400124-6eda-4b56-9ce0-9a0d11364c37,no_churn,0.42213118,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,60,No,Yes,Unemployed,Rural,High School or Below,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0ec0c1d8-de20-465f-ab70-0874808e1927,churn,0.7363788,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,42,Yes,Yes,Unemployed,Rural,High School or Below,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,353e1682-f678-4e08-994b-7d45e2b039c4,churn,0.7874616,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,44,No,No,Retired,Urban,High School or Below,1671775200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fb4fbfd9-c940-496f-9a0b-b08a36473dd6,churn,0.61416954,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,55,No,No,Unemployed,Urban,College,1671775200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b7377b62-3189-43be-befb-46334817e464,no_churn,0.6781624,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,44,No,No,Employed,Urban,Bachelor,1671775200
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a316d675-2407-4207-aabe-b667895fc011,no_churn,0.30269468,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,79,Yes,No,Medical Leave,Suburban,High School or Below,1671775200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,100e2fe9-f9d9-4d2f-98a9-b3dc91df1806,no_churn,0.3871503,0,no_churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Male,28,No,No,Employed,Suburban,Master,1671775200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f223a71-f1a8-4e1b-8f65-9e30dbea49af,no_churn,0.27183038,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,31,No,Yes,Unemployed,Suburban,High School or Below,1671775200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,31d80226-e322-4b5c-aef4-b2ed5060b250,churn,0.62984043,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,61,No,Yes,Employed,Urban,High School or Below,1671775200
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ba1170e5-7754-4698-b929-3bd83d94b105,no_churn,0.5422834,0,no_churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,62,No,Yes,Retired,Suburban,College,1671775200
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac3bf50a-78b2-42d2-8dee-23cfdb34394d,no_churn,0.6047784,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,55,No,No,Employed,Suburban,Bachelor,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d4a31016-2cb4-4813-ab2e-e4bccd0f08b3,no_churn,0.46650282,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,35,No,No,Unemployed,Rural,College,1671775200
64,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,37b2e7ed-0520-46b9-846b-5a9dc5172977,no_churn,0.050415017,0,no_churn,-0.115587847641714,-0.0035660441252548,0.0126773801245872,0.018227989773577,0.0001335789374979,-0.106433435841595,-0.0332720605559643,-0.0237057117852054,Female,64,Yes,No,Employed,Rural,High School or Below,1671775200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,59591549-2bd0-48ec-aa7c-38637e49b9ad,churn,0.6590467,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,42,No,No,Employed,Rural,Bachelor,1671775200
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e12a88d8-475d-4fba-89b7-0ae394e4c784,no_churn,0.5463965,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,72,No,No,Unemployed,Rural,Master,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,379f90da-5df8-46e5-944b-4e3acc780851,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,37,No,No,Employed,Suburban,Master,1671775200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c219ad0-e175-4e8f-89f4-58e9bf20c57d,churn,0.7344512,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,75,Yes,No,Employed,Rural,Bachelor,1671775200
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9d83ea76-c56d-4a9d-896d-be969cb31df3,no_churn,0.17125802,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Female,71,No,Yes,Employed,Rural,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,91daae62-6096-4e66-bfe3-88e622afaa59,churn,0.81482154,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,34,No,No,Medical Leave,Urban,Bachelor,1671775200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eec56cde-75b9-4906-acff-d39cc0d5bfb5,churn,0.6615337,1,churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,66,Yes,Yes,Disabled,Urban,High School or Below,1671775200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6cd283fe-b3cc-447a-b930-d3548b2453b6,churn,0.41166192,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,68,No,No,Unemployed,Rural,Bachelor,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cfabe3d-fc13-42bb-b3fe-5d47e8d1e361,no_churn,0.54688597,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,22,No,Yes,Employed,Suburban,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fb2ec4f3-6b17-40ad-97d5-262a0a89007d,no_churn,0.6607902,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,28,No,No,Employed,Rural,Master,1671775200
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9caf6b78-e0ec-494b-a41b-396e7e25ae37,no_churn,0.4788296,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,31,Yes,Yes,Employed,Suburban,College,1671775200
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8fb6fcec-132c-4fb4-9927-62e4408d16cb,no_churn,0.17246465,0,no_churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Male,67,Yes,Yes,Unemployed,Rural,College,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5b3d2509-d96f-46ba-bf7b-fdd6b05236f5,no_churn,0.45820868,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,79,No,Yes,Employed,Suburban,College,1671775200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,65d682b5-8fb9-4e71-9702-316cac3a057f,churn,0.7342631,1,churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,64,No,Yes,Employed,Suburban,Bachelor,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,df06d4f0-46ce-45ee-8454-fe4929694a55,churn,0.57219213,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,64,Yes,No,Unemployed,Urban,High School or Below,1671775200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4e588cdb-d002-45e0-9ffa-0ae6417bce39,churn,0.723946,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,45,Yes,Yes,Employed,Urban,Bachelor,1671775200
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,acdeda8e-d220-4a26-961f-74c3bfebb898,churn,0.48375177,1,churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Female,47,No,Yes,Retired,Suburban,Bachelor,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,adcce669-d5bd-4531-a1e2-dc52d6526e2c,churn,0.76724035,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,60,No,No,Unemployed,Suburban,Bachelor,1671775200
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fe155f69-4cdb-460f-8ef5-0201484705f0,no_churn,0.66287094,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,37,No,No,Retired,Suburban,High School or Below,1671775200
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,db3614ef-f739-44c1-a59d-4b7583799c4c,no_churn,0.5169348,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,66,No,Yes,Employed,Urban,Bachelor,1671775200
33,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,062ba786-c42e-4def-8aea-2fbbfac04e13,no_churn,0.059747558,0,no_churn,0.0041198651740023,-0.0018092668727695,-0.0584236584735163,0.0673695747285819,0.0286021891419113,-0.21206759972958,-0.0117628642990439,-0.0250543886722789,Female,23,No,No,Disabled,Urban,Bachelor,1671775200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,810f4d27-ecac-4efa-bfa9-09c549617fce,no_churn,0.082786374,0,no_churn,-0.0917596790739753,-0.0027366287506083,0.0183290268951259,0.0357639206419571,0.0039132222227635,-0.196766807089416,-0.0153090164940113,-0.0137935225051842,Female,51,No,No,Employed,Suburban,Master,1671775200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a798d6e5-a203-46a0-9889-b1e3aded5abe,no_churn,0.5407169,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,71,No,No,Employed,Urban,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,61e7c950-7744-471f-8c9b-6ddc88164e18,churn,0.8765847,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,63,No,No,Retired,Urban,Bachelor,1671775200
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f0c0c77-1a22-446a-887d-b9b607a81bcb,no_churn,0.19628905,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,22,No,Yes,Employed,Urban,College,1671775200
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5ec588e-9b64-4dd5-9bb7-92e48a0260c4,no_churn,0.10559532,0,no_churn,-0.152993587208243,-0.0031824750714622,0.0609620880392867,0.059378300063563,0.0353452451960674,0.0547256682825491,-0.0013566057456228,-0.0102182700347748,Male,42,No,No,Employed,Suburban,High School or Below,1671775200
27,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,f080764c-b5cf-4aa6-9306-59622173bb41,no_churn,0.13140799,0,no_churn,-0.0531398674241108,-0.0031368001910777,0.0199601813155868,0.0455158797329568,-0.0009989624132913,-0.190919548830352,-0.0252578272406935,-0.0610492057141254,Female,68,No,Yes,Disabled,Suburban,Bachelor,1671775200
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d4f2bd8b-024c-4732-a524-f1caa1d0b772,churn,0.3842572,1,churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,51,No,No,Employed,Suburban,Bachelor,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,884c1314-1125-46a6-9ef7-45ed68555f2c,no_churn,0.6870183,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,73,No,Yes,Employed,Suburban,High School or Below,1671775200
28,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,518b19d4-1703-4e4b-9b58-739069db094b,no_churn,0.4419819,0,no_churn,-0.0791885151491715,-0.005868967399765,-0.0326932418993601,0.106385785656457,0.0168523427416221,0.0779260931366843,-0.0134518527170075,-0.0131999101899782,Male,49,No,Yes,Unemployed,Suburban,High School or Below,1671775200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9f519e9-abb8-4de7-b5c7-3911daffd10f,no_churn,0.67469007,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,31,No,No,Unemployed,Suburban,College,1671775200
38,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d3c2319-a907-4e96-a681-65c2c889178e,no_churn,0.21603705,0,no_churn,0.0686581393879896,-0.008714384388495,0.0053412161781852,0.174441785080144,0.0138329542750398,0.0659256707473468,0.0137729370038141,0.0290578937093778,Female,42,Yes,No,Medical Leave,Suburban,Bachelor,1671775200
44,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,feeec400-3e59-4878-90c1-754e5cbad843,no_churn,0.0069364569999999,0,no_churn,-0.0706965280806252,-0.0039465138442574,-0.019365781924971,-0.0240830309522425,0.0129949454657435,-0.0968468661966471,-0.0233876600862276,-0.0436947177663023,Male,34,No,No,Unemployed,Suburban,High School or Below,1671775200
27,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7f2f23f1-0c12-442e-b999-666536f3d7f6,no_churn,0.084461264,0,no_churn,-0.109256256682511,-0.0072080896069383,-0.035838919936823,-0.0699631484084238,0.015852059611343,0.036850656279139,-0.0534204965997741,-0.046041955844812,Male,80,No,No,Employed,Rural,College,1671775200
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ba01d41f-40a9-4630-9bff-c444fc67801c,no_churn,0.68483084,0,no_churn,0.109563492310936,-0.0035982909876474,-0.0669018670339392,-0.0301478087482973,-0.0039643916269687,0.106677779550987,0.135985375746586,0.0988346716758314,Female,47,No,No,Employed,Suburban,Doctor,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fef9d1c8-4ffc-4aba-b658-a28104dcd680,no_churn,0.45820868,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,41,No,No,Unemployed,Suburban,High School or Below,1671775200
40,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Active,e2f6b4e1-6c27-4acb-93cd-5624e4ceceb5,no_churn,0.30901858,0,no_churn,-0.14204916365723,-0.0027560592667759,0.0309622670551016,-0.0295744769220436,-0.0565772784441742,-0.160006031874709,0.0589788388452143,0.0593290842205897,Male,26,No,No,Disabled,Suburban,College,1671775200
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,af9ba566-e1d2-4a8b-8d3b-2d340a1d7cab,no_churn,0.003726595,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Female,39,No,No,Employed,Rural,College,1671775200
71,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,3b99a666-aca4-46f8-92e0-4f2c1bdfb4fc,no_churn,0.025381045,0,no_churn,-0.0692013749376292,-0.0028381958637146,-0.0029522538708988,0.0006193472597351,-0.000200263987208,-0.161198056877829,-0.0167752618030135,-0.0164800895593725,Female,24,Yes,Yes,Employed,Suburban,College,1671775200
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b4adb9bd-f35a-4726-b3cb-86ffd584635f,no_churn,0.25219238,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,30,No,No,Unemployed,Rural,College,1671775200
26,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,e693cfb4-d0a7-45e3-b7bc-7939324dce68,no_churn,0.2177454,0,no_churn,-0.182478476281822,-0.0027532049600631,-0.0498234264187067,-0.0560931271871595,0.0347152196604656,0.0398826901850407,-0.0668744819159656,0.0643986513342315,Female,26,No,No,Employed,Rural,Bachelor,1671775200
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2fd819a5-b674-482a-97c2-406e15b11528,churn,0.37994167,1,churn,0.103404733172556,-0.0042633996426593,-0.0660047142190705,-0.0750107029425271,0.0521703902546505,0.10928768210435,0.0229513851187766,0.0844384742408874,Female,47,No,No,Employed,Suburban,College,1671775200
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,38835f1f-f670-4c38-90a7-23a004578b83,no_churn,0.0045431545,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Female,57,No,No,Unemployed,Suburban,Doctor,1671775200
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a02c79c5-dd5e-4529-85f6-3a62e51b136f,churn,0.64727414,1,churn,0.129695655322048,-0.0066580906970011,-0.047204431772061,0.0012095914066594,0.138815843511547,0.122328476843359,0.14381642878292,0.126506097283636,Male,78,No,No,Employed,Suburban,Master,1671775200
43,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,47d03664-5d6d-4f14-894d-9d129227c2c8,churn,0.23903161,1,churn,-0.0849820819445176,-0.0057996963385085,-0.0706027516523954,-0.0707316183458897,0.0134340688445354,0.0474551747568057,-0.0263978693098761,-0.0351189084614088,Male,44,No,No,Unemployed,Suburban,Bachelor,1671775200
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b17622db-845d-4fad-a3eb-e8ea36f53c78,no_churn,0.40048733,0,no_churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Female,25,No,Yes,Employed,Suburban,Doctor,1671775200
3,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,bce6f1f0-8ce1-4844-993a-8617b8855248,churn,0.69117445,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,47,Yes,No,Employed,Urban,College,1671775200
1,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,beba0c4d-a086-43de-b2e7-871dc706931c,no_churn,0.10919004,0,no_churn,0.0829451999224329,-0.0070685762656648,-0.0183105959594468,-0.0618095614876256,-0.0011622015160901,-0.166760747017815,-0.0407350631849658,-0.047037305111553,Male,21,No,Yes,Employed,Suburban,College,1671775200
33,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,093188ff-c5e5-46f3-b469-3e4ef95f1c63,no_churn,0.059747558,0,no_churn,0.0041198651740023,-0.0018092668727695,-0.0584236584735163,0.0673695747285819,0.0286021891419113,-0.21206759972958,-0.0117628642990439,-0.0250543886722789,Male,60,No,No,Employed,Urban,Doctor,1671775200
14,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,03076f80-ded9-4f5b-9149-10adcb89adfc,no_churn,0.009142413,0,no_churn,-0.0316896404651743,-0.0049371315162352,-0.0121326116463933,-0.0512088649196175,-0.0296169157859003,-0.100054659893831,-0.0175100773280064,-0.0218762497352781,Female,80,No,Yes,Unemployed,Rural,High School or Below,1671775200
27,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,012fa04b-cd56-4c9b-8142-73068f0f8092,no_churn,0.084461264,0,no_churn,-0.109256256682511,-0.0072080896069383,-0.035838919936823,-0.0699631484084238,0.015852059611343,0.036850656279139,-0.0534204965997741,-0.046041955844812,Male,42,No,Yes,Employed,Rural,Master,1671775200
69,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,25a66ba1-cd1c-4350-8146-5b20366f7f75,no_churn,0.08583984,0,no_churn,-0.0201866318444126,-0.0010178208699198,0.0655362442692239,0.0702676080561923,0.0143148032381395,-0.131836817999597,0.110120921048256,0.0637755489100982,Male,54,Yes,Yes,Employed,Urban,High School or Below,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a098e4bf-390e-4f84-8277-8ed8036f6839,churn,0.76724035,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,41,No,No,Disabled,Suburban,High School or Below,1671775200
67,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,f770297d-bee3-445a-810f-5551bd39e9f7,no_churn,0.123872004,0,no_churn,-0.103621334048185,-0.0024224914700243,-0.003516152813263,-0.0176472393502626,0.0199101254752349,-0.197285242128628,0.0335482468481677,0.0420079362788237,Female,24,No,No,Employed,Urban,College,1671775200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,219040b8-d1df-4e01-a004-eecc20378a12,no_churn,0.012868641,0,no_churn,0.0007254060822742,-0.0025038435022179,-0.000748063816618,-0.0799202232555808,-0.0168625878724924,-0.133375862942539,-0.0165204023391015,-0.0148205749768021,Female,52,Yes,Yes,Disabled,Urban,College,1671775200
70,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,cc3d52e3-d2ac-4d60-b8a0-19b7a7eb939f,no_churn,0.2358548,0,no_churn,-0.173164401951044,0.0008994169107245,-0.010389058728997,-0.0160899112563856,0.0454784295775061,0.0881846652272724,0.0545809981349339,0.106807044523175,Male,78,No,Yes,Medical Leave,Suburban,Doctor,1671775200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,f2bd2082-645b-43b6-aaac-4f454f9c5b1e,no_churn,0.4203062,0,no_churn,0.0392861084900141,-0.0169371564842003,-0.0878001737407203,-0.120188936947607,-0.0327413777036008,0.0543262945084916,-0.0580138482012807,0.0230429398057708,Male,50,No,Yes,Employed,Suburban,College,1671775200
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,12468f3b-85c2-46c8-9b3a-f7e90051c83e,no_churn,0.17246465,0,no_churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Male,67,Yes,Yes,Employed,Urban,Bachelor,1671775200
22,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8b0953c6-845c-4ad4-905e-829927264f11,churn,0.2207172,1,churn,-0.0832130683074228,-0.0045317668081588,-0.0320459272891275,-0.0749981618532911,-0.0098012449946509,0.0406656357085012,-0.0461546758701115,-0.051446942393959,Female,73,No,Yes,Employed,Suburban,Master,1671775200
24,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,a4210c42-ab36-4e51-bda2-e89d0a061653,no_churn,0.11365002,0,no_churn,-0.0037864967240602,-0.0016352131052735,0.0034968981426209,0.0072119863217631,0.0682533162692743,-0.162571470020202,0.0321399347728038,0.0810315592285405,Male,33,No,No,Unemployed,Urban,Master,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cd88ed6-33c6-46b5-88de-024d0f20d96c,no_churn,0.45820868,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,64,Yes,Yes,Unemployed,Urban,Bachelor,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,91e769aa-d1ab-4499-bca1-aabdffddc0da,no_churn,0.54688597,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,72,No,Yes,Unemployed,Suburban,College,1671775200
12,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bea2ee1f-f850-4988-abc0-baf2d0cfffd1,churn,0.21715763,1,churn,-0.0620700823367587,-0.0090670244376815,-0.0197647981329828,-0.104808630542793,-0.0343723925388258,0.0409518227019634,-0.0395798757791453,-0.0309818375326358,Female,39,No,No,Employed,Rural,Master,1671775200
45,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,be85544e-6547-4efd-8fbf-8fb0f1a413c0,no_churn,0.13561073,0,no_churn,-0.0781061684538553,-0.0028665379270023,0.0435623138741175,0.0698930390783607,0.0120632540116957,-0.10451283331226,-0.0084739882193389,-0.0172518962639878,Female,51,No,No,Unemployed,Suburban,Bachelor,1671775200
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,24efc29a-7233-4624-bc24-1b8847bd806f,churn,0.37994167,1,churn,0.103404733172556,-0.0042633996426593,-0.0660047142190705,-0.0750107029425271,0.0521703902546505,0.10928768210435,0.0229513851187766,0.0844384742408874,Male,48,No,No,Medical Leave,Suburban,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,211d4357-0595-4fc5-a95c-238bd0ac42ab,churn,0.86690277,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,39,No,No,Disabled,Suburban,High School or Below,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fcc73cda-e2bd-4dbb-9c28-209585e4e883,no_churn,0.45820868,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,73,No,Yes,Employed,Suburban,Bachelor,1671775200
70,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,27976b08-f207-414d-9309-e0f3028f3df1,no_churn,0.2358548,0,no_churn,-0.173164401951044,0.0008994169107245,-0.010389058728997,-0.0160899112563856,0.0454784295775061,0.0881846652272724,0.0545809981349339,0.106807044523175,Male,78,Yes,Yes,Unemployed,Suburban,High School or Below,1671775200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c8ac64a-0e0a-4681-b478-c6086ad94a4b,no_churn,0.67469007,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,74,No,Yes,Employed,Suburban,Bachelor,1671775200
38,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6d345bbe-6c9b-425d-8b9b-fcdfc03240a8,no_churn,0.21603705,0,no_churn,0.0686581393879896,-0.008714384388495,0.0053412161781852,0.174441785080144,0.0138329542750398,0.0659256707473468,0.0137729370038141,0.0290578937093778,Male,39,Yes,Yes,Employed,Rural,Bachelor,1671775200
39,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,b0046f50-494e-4434-b6c2-5f63692736a4,no_churn,0.009980159,0,no_churn,-0.0158658317142362,-0.0061090376441279,-0.0115568059767429,-0.0634966152314882,0.0033279842682532,-0.121987335242829,-0.0185311764128891,-0.0348073350428785,Male,31,No,No,Employed,Rural,Bachelor,1671775200
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2e91990d-ad68-4d7e-965e-1db163902f6f,no_churn,0.1037973,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,62,No,Yes,Employed,Suburban,Master,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7095b54e-db2c-499a-a1cb-90858e5fba60,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,31,No,Yes,Unemployed,Suburban,High School or Below,1671775200
39,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,78c03417-4583-4418-ad9f-e273111a58aa,churn,0.1758044,1,churn,0.059482950290112,0.190932720304027,0.0843239134441591,0.0260857380630022,0.048267112172507,0.130707148306901,0.0103819244949045,0.0207923525479782,Male,41,No,Yes,Employed,Suburban,Master,1671775200
70,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,82265a53-a980-45fd-b0ef-9932f808985c,no_churn,0.2358548,0,no_churn,-0.173164401951044,0.0008994169107245,-0.010389058728997,-0.0160899112563856,0.0454784295775061,0.0881846652272724,0.0545809981349339,0.106807044523175,Male,77,Yes,No,Employed,Suburban,Bachelor,1671775200
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,30e49644-eba8-44c1-9174-ed9eb788c2da,no_churn,0.0045431545,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Female,42,No,No,Employed,Rural,College,1671775200
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,2549d0e7-e4f8-4eb5-b6fe-871406b04a0e,churn,0.852988,1,churn,0.124707422584479,-0.0011007624326248,0.0012186723847798,-0.0480803683784597,0.109154874116402,0.109407853882403,0.106457437336521,0.129208724052892,Female,33,Yes,No,Disabled,Rural,High School or Below,1671775200
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,1407cf8c-a41e-4ce6-8d52-9f6379b55496,no_churn,0.0026214846999999,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,45,No,No,Unemployed,Suburban,Master,1671775200
24,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5f243694-4103-43c6-b23d-781c274d1698,no_churn,0.10647813,0,no_churn,0.0447934457513929,0.166403937879559,0.0542125974982309,0.0685853419400246,0.136993915378262,0.1317419651095,0.0016603041686857,-0.0034176525316888,Male,61,No,No,Unemployed,Suburban,Bachelor,1671775200
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,346de4c7-1d85-4e07-a09d-2fd4bec3dcd9,no_churn,0.19628905,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,75,Yes,Yes,Employed,Suburban,College,1671775200
30,Yes,Yes,Medium Speed,Phone_Support,Two year,<50hrs,Active,6ad01c92-25e3-40e7-996c-1502f279f074,no_churn,0.08654822,0,no_churn,0.0104618358783545,-0.0013562015932984,0.0005236066819634,-0.0168185242827166,0.0788871000350445,-0.212377645230445,0.0574227652530362,0.0642309089216723,Male,62,No,No,Employed,Urban,High School or Below,1671775200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,384be078-5f69-4251-a2c5-05f327ed3137,no_churn,0.30501375,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,37,No,No,Medical Leave,Suburban,Bachelor,1671775200
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2e97b2a4-1f62-4cf2-b644-3f3c9827e776,churn,0.3842572,1,churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,67,Yes,No,Employed,Urban,College,1671775200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6cfc6dac-5ad7-4743-8434-ae1cb6615f80,no_churn,0.3871503,0,no_churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Female,27,Yes,Yes,Employed,Suburban,College,1671775200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,680c80de-b604-4721-8028-4df2009cadd5,no_churn,0.0039115245,0,no_churn,-0.0837918026221359,-0.0031658006752877,0.0048912859196298,-0.0241086057123902,-0.0412726547424972,-0.161161184977691,0.0155444022971823,0.0240382078050424,Male,77,No,No,Employed,Suburban,Bachelor,1671775200
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,02331211-7fae-4fdf-8b02-a6a3f47a1339,no_churn,0.1037973,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,66,Yes,No,Employed,Suburban,High School or Below,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f21f3482-4fde-400c-8a27-67f50fb96610,no_churn,0.6870183,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,50,Yes,Yes,Unemployed,Suburban,High School or Below,1671775200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,86355027-ad36-4155-acbd-8e43c6b4e614,no_churn,0.6034754,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,63,No,No,Employed,Rural,High School or Below,1671775200
63,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,9302d524-8ef1-460a-9406-a42f91d8ec03,no_churn,0.24103056,0,no_churn,-0.116375926794817,-0.0024797579668484,-0.0673576807230074,-0.0332282095399205,-0.0047579309922184,-0.0517777063768244,0.0420852454957275,0.034199148765856,Female,23,No,Yes,Unemployed,Urban,Bachelor,1671775200
1,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0fc2456d-3f1d-45be-aa3c-269a876a047c,no_churn,0.48839626,0,no_churn,0.12470008558962,0.006033345106025,-0.0128667267400942,-0.221582249609601,-0.0647653424884811,0.0907042199680472,-0.0587599960320221,-0.0613466279935346,Male,45,No,Yes,Employed,Suburban,High School or Below,1671775200
64,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,be0fed94-078e-415f-ac85-0668b19a684d,no_churn,0.07913077,0,no_churn,-0.120149468208328,-0.0153315789191947,-0.001247977762041,0.0098648800882256,0.0321700969083576,-0.16024784433911,0.0354179571185704,0.0404977850891373,Male,47,Yes,No,Employed,Rural,Bachelor,1671775200
24,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,44af40f5-aa3d-4f25-b78d-a714ca40807f,no_churn,0.10647813,0,no_churn,0.0447934457513929,0.166403937879559,0.0542125974982309,0.0685853419400246,0.136993915378262,0.1317419651095,0.0016603041686857,-0.0034176525316888,Female,50,Yes,Yes,Disabled,Urban,Bachelor,1671775200
67,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,97f63fe5-46de-45e3-b4d7-91affcc79466,no_churn,0.19869298,0,no_churn,-0.0636694206049105,-0.0009375130434455,0.0371543216918326,-0.0230758628647708,0.0094481631498911,-0.132310463941712,0.0232334659748266,0.0666867143362287,Female,45,No,Yes,Unemployed,Suburban,College,1671775200
66,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,d2d3978d-f341-477e-9dd8-f73c89c4fbea,no_churn,0.011829563,0,no_churn,-0.0718533066186501,-0.0166824445342263,-0.0150302177875619,-0.0189365778953924,0.025355384086115,-0.172213253948757,0.0261848449180433,0.0355779920021814,Male,76,No,Yes,Unemployed,Suburban,High School or Below,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,289cc27d-7b4f-4af9-be91-d77164691761,churn,0.81482154,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,71,No,Yes,Employed,Suburban,College,1671775200
26,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,f68f910b-0374-4101-bffa-d31a82f7accb,no_churn,0.2177454,0,no_churn,-0.182478476281822,-0.0027532049600631,-0.0498234264187067,-0.0560931271871595,0.0347152196604656,0.0398826901850407,-0.0668744819159656,0.0643986513342315,Female,55,No,No,Employed,Suburban,High School or Below,1671775200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,11dbfeb6-11af-4e59-9bd0-d40be612bb10,churn,0.27142978,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,43,No,Yes,Unemployed,Suburban,College,1671775200
28,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eadbc8fd-d149-4eb1-9387-f59287762acf,no_churn,0.4419819,0,no_churn,-0.0791885151491715,-0.005868967399765,-0.0326932418993601,0.106385785656457,0.0168523427416221,0.0779260931366843,-0.0134518527170075,-0.0131999101899782,Female,50,No,Yes,Employed,Suburban,College,1671775200
19,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,b50a2dab-97d5-4125-94d1-d58dbfcfb75a,churn,0.55180454,1,churn,0.0562329304391187,-0.0042297328445965,0.0739984794791507,0.0038849751611087,0.0175246100068943,0.115658425159727,0.0676431699629847,0.0456538559216824,Male,57,No,No,Medical Leave,Urban,College,1671775200
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c6d825c2-d916-4420-a53e-45db0019e6a7,no_churn,0.30501375,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,74,No,No,Unemployed,Suburban,Bachelor,1671775200
11,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c98a3c0a-60f7-4edb-9192-9491d19ba403,no_churn,0.23933426,0,no_churn,-0.0160790138536867,-0.0091269464064134,-0.027990186785737,-0.17710761742459,0.0300567201788817,0.0524693428643331,-0.0545847427182889,-0.0666637083518981,Female,43,No,No,Employed,Rural,Bachelor,1671775200
47,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,284d54ee-f05d-4393-b7cc-1b4943d98d13,no_churn,0.13743672,0,no_churn,-0.0461411541633879,-0.0040977140744507,-0.0643553888595033,-0.0655050599115747,0.0412941747038439,0.0539063640404583,-0.0374008449224766,-0.0560122417530328,Female,23,No,No,Employed,Suburban,Bachelor,1671775200
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e28b17e-d681-471b-9986-588fb67e8e84,no_churn,0.17246465,0,no_churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Male,42,No,Yes,Unemployed,Suburban,Bachelor,1671775200
25,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,c62ce6fa-5089-4e8e-9c46-97bae438f0c4,no_churn,0.36194524,0,no_churn,-0.0191730643003393,-0.0045467420199383,-0.0851543220518215,-0.056403492223053,0.101379111564147,0.0652946211757262,0.0542802053393279,0.0996308679620779,Female,62,No,No,Unemployed,Suburban,College,1671775200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,95856e43-1e45-4e0a-bae0-49b70d69af93,no_churn,0.06864212,0,no_churn,-0.0354369862510793,-0.0140031996886227,0.0018298612542321,-0.141580555220521,0.0081357803559421,0.0562624143263292,-0.0635147764215526,-0.0707186903025376,Female,63,No,No,Employed,Suburban,High School or Below,1671775200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c14879b6-4381-4e20-a19d-954d2fc663f5,churn,0.3669385,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,80,No,No,Employed,Suburban,High School or Below,1671775200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,f5d821e4-e03e-4bc3-9c3a-32952dad4ded,no_churn,0.007129235,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,65,No,No,Employed,Suburban,High School or Below,1671775200
19,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,242dbf59-3614-4941-bd60-5d4207624906,churn,0.55180454,1,churn,0.0562329304391187,-0.0042297328445965,0.0739984794791507,0.0038849751611087,0.0175246100068943,0.115658425159727,0.0676431699629847,0.0456538559216824,Female,23,No,Yes,Retired,Suburban,Bachelor,1671775200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d969ba60-8066-4775-8972-a52055790631,churn,0.62984043,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,30,No,Yes,Unemployed,Suburban,High School or Below,1671775200
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,2ab5d664-1765-4842-98a2-c6b3599e6a7f,no_churn,0.06488239,0,no_churn,-0.214246087596521,-0.0034994285456741,-0.0613407986872334,-0.0498872774403935,0.0287125502352137,0.0201299287394249,-0.0128563019412104,0.0239612612268319,Male,57,Yes,No,Disabled,Urban,High School or Below,1671775200
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8836789b-e954-46a2-b198-da0074f7abf0,no_churn,0.5463965,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,23,No,Yes,Employed,Suburban,High School or Below,1671775200
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,efcfbbfc-f9bb-417b-be99-3226e0b63ccb,no_churn,0.40048733,0,no_churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Female,58,No,No,Employed,Suburban,College,1671775200
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,41be400e-66af-4d94-92c2-89af6fe125d8,churn,0.141238,1,churn,0.0178654369620198,-0.0072588299265044,-0.118955401215626,-0.14222616350613,0.027698098746232,0.0593481954684648,-0.0468802862455777,-0.0586171995048061,Female,53,Yes,Yes,Employed,Suburban,Bachelor,1671775200
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,8b295367-c345-4b8a-9f95-2aa1cb549938,no_churn,0.06488239,0,no_churn,-0.214246087596521,-0.0034994285456741,-0.0613407986872334,-0.0498872774403935,0.0287125502352137,0.0201299287394249,-0.0128563019412104,0.0239612612268319,Female,47,Yes,No,Employed,Suburban,Bachelor,1671775200
65,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,5a5bf982-97b3-48c2-b14e-cd38390e637c,no_churn,0.0120705655,0,no_churn,-0.0371199958983743,-0.0016299672029344,-0.0053556886189744,-0.0151535917687397,-0.0121933984305997,-0.127290991703867,-0.0155557633366515,-0.0547267550564811,Male,25,No,Yes,Unemployed,Suburban,College,1671775200
29,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,53882de5-68e9-4f1b-bb11-9b6cf177bba8,no_churn,0.5568515,0,no_churn,-0.182243991801333,-0.0044693432966778,-0.0042940975969122,-0.141527498486485,0.0217798907648466,0.0555027292674094,0.0090527284334712,0.0671734308369468,Male,72,Yes,Yes,Employed,Rural,High School or Below,1671775200
1,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,21697c0a-e9cc-4e20-b8fa-16465b509222,churn,0.82504815,1,churn,0.278206907494277,0.126938110196679,0.0411645279240747,0.0422493253959328,0.0864908054087936,0.160231344862023,-0.0109755483772323,0.0004183902463591,Male,52,No,Yes,Employed,Suburban,Bachelor,1671775200
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e42d1fc3-55f7-45ee-94a1-a27110342da8,churn,0.3842572,1,churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,22,Yes,No,Employed,Suburban,Bachelor,1671775200
36,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,eafbce2b-bf0e-463d-bc63-337d38801e3e,no_churn,0.066210814,0,no_churn,-0.052765529200742,-0.0039836891870618,-0.0123478953149697,-0.0346831089158695,-0.034054426578732,-0.0559585633414189,-0.0283389636124775,-0.0468939763455091,Male,64,No,No,Employed,Suburban,Bachelor,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f1676237-7b28-49ee-8389-51d1d484bb1a,churn,0.7874616,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,60,No,Yes,Employed,Urban,College,1671775200
68,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,803561b4-526f-4ed1-a16c-6ad6e3bf3b65,no_churn,0.060683385,0,no_churn,-0.0574585597791565,-0.0026889080991986,0.0001260644943477,-0.0479640736471537,0.0043783280692696,-0.0712680361188631,-0.0389368640551583,-0.051880768432029,Male,66,No,No,Employed,Suburban,College,1671775200
69,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,d83eccae-e0aa-4a86-a6ba-6db0ff31cdcf,no_churn,0.08583984,0,no_churn,-0.0201866318444126,-0.0010178208699198,0.0655362442692239,0.0702676080561923,0.0143148032381395,-0.131836817999597,0.110120921048256,0.0637755489100982,Male,72,Yes,No,Unemployed,Suburban,Master,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3357e031-424b-46a5-99f4-fa0fd4c9b552,churn,0.86690277,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,63,No,Yes,Retired,Urban,Bachelor,1671775200
47,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,ba2a16fc-bdc1-4f28-a3fa-13f03f601704,no_churn,0.0070916014,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Female,40,No,No,Unemployed,Urban,College,1671775200
10,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,5e520395-a65b-453f-b781-33067b9d0206,no_churn,0.04920018,0,no_churn,-0.0153249879967006,-0.0060461628641496,-0.0219071378530134,-0.0408746972273184,-0.0245221668048179,-0.107216927222107,-0.023437644395999,-0.0296964284297064,Male,26,No,Yes,Disabled,Suburban,High School or Below,1671775200
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d711baed-f8b0-4780-a28e-8505bbe89992,no_churn,0.42213118,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,38,No,No,Unemployed,Suburban,Bachelor,1671775200
45,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,f86ce475-0ce8-4d00-9bea-92fe041d688f,no_churn,0.252928,0,no_churn,-0.226731319370192,-0.0051407840317006,-0.0289702262492573,-0.0160898151573019,0.0635775524011114,0.0196834202598074,-0.0252130009784923,-0.000141977053463,Male,28,No,Yes,Employed,Suburban,High School or Below,1671775200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c269dfaf-245c-4668-95e7-aa671b602a94,no_churn,0.5407169,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,62,No,No,Employed,Suburban,Master,1671775200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,dd3dbfe7-cad1-468c-96e5-8b35406fea93,no_churn,0.012868641,0,no_churn,0.0007254060822742,-0.0025038435022179,-0.000748063816618,-0.0799202232555808,-0.0168625878724924,-0.133375862942539,-0.0165204023391015,-0.0148205749768021,Male,30,No,Yes,Unemployed,Rural,Bachelor,1671775200
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,51e604b6-cfc9-460d-b460-f360c37ebcc6,no_churn,0.0045431545,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Female,27,No,Yes,Employed,Suburban,Bachelor,1671775200
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c1287bf0-cb6d-47f8-8c23-e8e0e9c0aa4a,churn,0.39678642,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,75,No,No,Employed,Suburban,Master,1671775200
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,35b1e6ae-5f34-40a8-a639-1a1a3cb39df9,no_churn,0.42213118,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,28,Yes,Yes,Retired,Rural,Bachelor,1671775200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1f3660c1-9c8f-44a7-b68a-fb325bc0f6ac,churn,0.27142978,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,76,Yes,No,Employed,Urban,College,1671775200
25,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,0ce82764-9e2b-4227-8489-677776ccfcc5,no_churn,0.027173292,0,no_churn,-0.0444783150103739,-0.0057708128630474,-0.0368818102993827,-0.0325602363154757,-0.0341475939865631,-0.0672333648389121,-0.0211918622160737,-0.0267621549505929,Female,23,Yes,No,Employed,Suburban,Bachelor,1671775200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,234038cc-43e5-46bd-ae4b-c33a8cd03ac1,churn,0.62984043,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,35,Yes,No,Unemployed,Suburban,College,1671775200
10,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4b4ee9ee-d66c-48c6-a831-5f1903d22e53,no_churn,0.13002972,0,no_churn,-0.061116440666201,0.0057159563562527,-0.0035621230021661,-0.0675017013262777,-0.0938751243785282,0.0513567369752945,-0.0461610870592539,-0.0538823688301909,Female,54,Yes,Yes,Unemployed,Urban,College,1671775200
3,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f979324c-7be0-4f97-b9f8-5eb0119044c9,no_churn,0.37429747,0,no_churn,0.0803564546930101,-0.004456764100505,-0.051125484175518,0.0292178708902793,0.104608436311737,0.0935558337431848,0.111835440486684,0.11031539721931,Female,59,No,No,Disabled,Suburban,College,1671775200
1,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3f88b745-8638-476b-b33b-8f9c25628cb9,no_churn,0.48839626,0,no_churn,0.12470008558962,0.006033345106025,-0.0128667267400942,-0.221582249609601,-0.0647653424884811,0.0907042199680472,-0.0587599960320221,-0.0613466279935346,Male,42,No,No,Disabled,Urban,College,1671775200
68,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,d0b88c91-61d0-45dd-ba5a-e1deeef15767,no_churn,0.060683385,0,no_churn,-0.0574585597791565,-0.0026889080991986,0.0001260644943477,-0.0479640736471537,0.0043783280692696,-0.0712680361188631,-0.0389368640551583,-0.051880768432029,Male,20,No,Yes,Employed,Urban,College,1671775200
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,64c26ab6-c9f0-4b96-8f5e-e96f05efc5ac,no_churn,0.5860485,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Female,68,Yes,Yes,Unemployed,Rural,Bachelor,1671775200
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,92d57bcc-7679-46bd-b984-9dc9e4e4f92c,no_churn,0.10559532,0,no_churn,-0.152993587208243,-0.0031824750714622,0.0609620880392867,0.059378300063563,0.0353452451960674,0.0547256682825491,-0.0013566057456228,-0.0102182700347748,Female,72,No,No,Unemployed,Suburban,Bachelor,1671775200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d8d820fe-51c2-4c72-85bc-2aecab7e9a55,churn,0.6615337,1,churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Male,55,Yes,No,Employed,Rural,College,1671775200
63,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,b2ff2d57-a412-4c40-9bed-c1d3cf1e6034,no_churn,0.016457805,0,no_churn,-0.0974502168024173,-0.002599479656219,0.0101038881037675,0.0402616244149976,-0.0466778900733606,-0.13559160265444,-0.0094072669545494,-0.007665209052393,Female,46,Yes,No,Employed,Suburban,Bachelor,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e3517e8-d15e-4001-84e6-fdd624c7f3be,no_churn,0.46650282,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,70,Yes,No,Unemployed,Suburban,Bachelor,1671775200
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,956894b0-0955-4c47-9158-f6d97e73cbec,churn,0.8029304,1,churn,0.18042293971489,-0.0021655260148691,0.118832143906411,-0.0264528153043556,0.109392841461795,0.150105705550523,0.0858970337467326,0.0957748684296575,Female,40,No,Yes,Employed,Suburban,Bachelor,1671775200
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4d0f0c09-36b1-4ce1-bff1-47718d66cd0c,no_churn,0.42213118,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,41,No,No,Unemployed,Urban,High School or Below,1671775200
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,dcd213fa-49ec-4f57-b2b5-81421413e944,no_churn,0.45696914,0,no_churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Male,65,No,No,Employed,Suburban,College,1671775200
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,cd868cce-919f-4394-8bb6-39d99bab593c,no_churn,0.0026214846999999,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,66,No,Yes,Employed,Suburban,College,1671775200
63,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1edf14d9-aacc-4bcd-8743-580200c4c257,no_churn,0.100928806,0,no_churn,-0.214029370884809,-0.0052873492393337,-0.0449727534255453,-0.0415513698265022,0.0526798916905863,0.0345006552112136,-0.0233312592416405,0.0629654018526889,Male,21,No,Yes,Unemployed,Suburban,College,1671775200
39,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,71a4f516-d46d-4eaa-8932-376378c72104,churn,0.1758044,1,churn,0.059482950290112,0.190932720304027,0.0843239134441591,0.0260857380630022,0.048267112172507,0.130707148306901,0.0103819244949045,0.0207923525479782,Male,80,Yes,No,Unemployed,Suburban,College,1671775200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4b72411c-3ead-4877-ae98-7e13350e04ed,no_churn,0.387835,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,34,No,Yes,Employed,Rural,Master,1671775200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef34ebcb-9557-42b5-bc73-a2b495e6d252,no_churn,0.6034754,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,52,No,No,Employed,Rural,High School or Below,1671775200
23,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a6d614bc-6eff-4445-8f91-77620c3686f5,no_churn,0.25134033,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Female,76,No,No,Employed,Suburban,Bachelor,1671775200
47,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e92bfe10-0b59-4f71-8798-3eaa320169cf,no_churn,0.13743672,0,no_churn,-0.0461411541633879,-0.0040977140744507,-0.0643553888595033,-0.0655050599115747,0.0412941747038439,0.0539063640404583,-0.0374008449224766,-0.0560122417530328,Female,72,Yes,No,Employed,Suburban,Master,1671775200
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,63acb741-c95f-455e-bdc0-4bfe9b87b8b6,churn,0.3842572,1,churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,55,No,No,Retired,Suburban,High School or Below,1671775200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f572c05d-ef6b-44ab-a884-78019afe1205,churn,0.61416954,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,57,No,Yes,Employed,Rural,Bachelor,1671775200
36,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,a15725f8-635e-4c2e-a20c-cca3938c9c0a,no_churn,0.066210814,0,no_churn,-0.052765529200742,-0.0039836891870618,-0.0123478953149697,-0.0346831089158695,-0.034054426578732,-0.0559585633414189,-0.0283389636124775,-0.0468939763455091,Female,63,No,Yes,Employed,Suburban,Bachelor,1671775200
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,cc31d9b4-e5c9-49a1-a0c0-e375b61c2dd3,churn,0.69911534,1,churn,0.0461139617865364,-0.0021742241306492,-0.0653480695388998,-0.0662879502013493,0.0869337201069902,0.0906567793114299,0.030910594539805,0.0378357044667791,Male,42,Yes,Yes,Retired,Urban,Bachelor,1671775200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,0a224abc-222f-4571-ad86-a38bf3aed015,no_churn,0.4203062,0,no_churn,0.0392861084900141,-0.0169371564842003,-0.0878001737407203,-0.120188936947607,-0.0327413777036008,0.0543262945084916,-0.0580138482012807,0.0230429398057708,Male,79,No,Yes,Retired,Rural,Master,1671775200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c3381380-f29e-4460-a4b1-46d0f31a7b05,churn,0.41166192,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,72,No,No,Employed,Suburban,Bachelor,1671775200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5c92a9cf-ec42-4024-9add-dbd30c3fb076,no_churn,0.06864212,0,no_churn,-0.0354369862510793,-0.0140031996886227,0.0018298612542321,-0.141580555220521,0.0081357803559421,0.0562624143263292,-0.0635147764215526,-0.0707186903025376,Female,40,Yes,Yes,Employed,Urban,High School or Below,1671775200
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,aefcfea6-0f1b-4273-8238-39331ce8275d,no_churn,0.45696914,0,no_churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Female,63,No,No,Medical Leave,Suburban,Bachelor,1671775200
39,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1dc53f04-1f15-4c4d-b08e-7980f4bc4206,churn,0.1758044,1,churn,0.059482950290112,0.190932720304027,0.0843239134441591,0.0260857380630022,0.048267112172507,0.130707148306901,0.0103819244949045,0.0207923525479782,Female,67,No,No,Employed,Suburban,High School or Below,1671775200
39,Yes,No,Fiber optic,In_Store_Support,One year,<50hrs,Active,d8517451-f5b7-4741-a621-188f9b69ed91,churn,0.3422659,1,churn,0.0083649452321878,-0.0003839492268161,0.0119184641757237,0.0641555791803512,0.0018447458140508,-0.0437561386241759,0.0210032747791137,0.0478269271863428,Female,70,No,Yes,Employed,Suburban,College,1671775200
18,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ae179b9e-c0c4-4b38-8879-51b9b043d913,churn,0.4952679,1,churn,-0.144106594039345,-0.0069563935643236,0.0208932934029508,0.0566376757198304,-0.141014060903658,0.0413334228862504,-0.0436722907320472,-0.0421412039242477,Male,67,Yes,Yes,Unemployed,Urban,Bachelor,1671775200
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3b3cea92-99ea-4258-844f-9f92c062ef17,no_churn,0.5463965,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,61,No,Yes,Unemployed,Suburban,College,1671775200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,96db4d87-5949-402a-ad9c-158156c8b066,no_churn,0.5407169,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Female,75,No,Yes,Unemployed,Suburban,High School or Below,1671775200
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e8d166bd-dcee-4081-8995-1390dbaa37ca,churn,0.141238,1,churn,0.0178654369620198,-0.0072588299265044,-0.118955401215626,-0.14222616350613,0.027698098746232,0.0593481954684648,-0.0468802862455777,-0.0586171995048061,Male,44,No,No,Disabled,Suburban,Bachelor,1671775200
44,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,7430164e-0413-47e5-be2d-85853af430a4,no_churn,0.0069364569999999,0,no_churn,-0.0706965280806252,-0.0039465138442574,-0.019365781924971,-0.0240830309522425,0.0129949454657435,-0.0968468661966471,-0.0233876600862276,-0.0436947177663023,Female,42,Yes,No,Employed,Urban,Bachelor,1671775200
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,5b202702-02c8-428e-9709-fcc3604346ac,no_churn,0.3059595,0,no_churn,-0.288451467467512,-0.0039072399919086,0.0147909504390145,-0.0139344971830405,-0.0001021232590665,-0.0069044048290334,0.0223998402118377,0.0295827904851648,Female,25,No,Yes,Employed,Suburban,College,1671775200
23,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,ed4e019e-448a-4dcc-962d-2ceefc8d69bf,no_churn,0.0129354769999999,0,no_churn,-0.0604501657801665,-0.0040206289955676,-0.0161687119947782,-0.0338838721068896,0.0128146208096404,-0.0941877401225065,-0.029363904070251,-0.0437657506784489,Male,69,No,No,Employed,Urban,Bachelor,1671775200
8,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,9d2275be-9122-4eb2-93a2-c027ccfca5dc,no_churn,0.013475031,0,no_churn,0.0184922176956934,-0.0054058409596291,-0.0096427599355229,-0.0304512133362914,0.0178523675261385,-0.188040531895022,-0.0328719479423489,-0.0389584440995349,Female,56,No,No,Employed,Rural,High School or Below,1671775200
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b5758278-52ba-4645-af81-9147cf59451d,no_churn,0.45696914,0,no_churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Male,48,No,No,Employed,Urban,High School or Below,1671775200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f4bfc193-53eb-4eb6-9a4f-c7cdb2939b4e,no_churn,0.6031729,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,28,No,No,Retired,Suburban,College,1671775200
69,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,263069e5-8d0d-4bb0-8f8c-3f6bed92839d,no_churn,0.08583984,0,no_churn,-0.0201866318444126,-0.0010178208699198,0.0655362442692239,0.0702676080561923,0.0143148032381395,-0.131836817999597,0.110120921048256,0.0637755489100982,Male,43,No,Yes,Employed,Rural,High School or Below,1671775200
70,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3152b1dc-9dd9-4966-99e3-26579035bfed,no_churn,0.2358548,0,no_churn,-0.173164401951044,0.0008994169107245,-0.010389058728997,-0.0160899112563856,0.0454784295775061,0.0881846652272724,0.0545809981349339,0.106807044523175,Female,80,No,No,Employed,Suburban,Bachelor,1671775200
26,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,b2ed6d97-d763-4608-8abd-d8c9f7e9c908,no_churn,0.2177454,0,no_churn,-0.182478476281822,-0.0027532049600631,-0.0498234264187067,-0.0560931271871595,0.0347152196604656,0.0398826901850407,-0.0668744819159656,0.0643986513342315,Male,74,No,No,Employed,Rural,Bachelor,1671775200
66,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,7f5d24f4-33a4-441f-8fd6-8dc895b545be,no_churn,0.012868641,0,no_churn,0.0007254060822742,-0.0025038435022179,-0.000748063816618,-0.0799202232555808,-0.0168625878724924,-0.133375862942539,-0.0165204023391015,-0.0148205749768021,Male,42,No,No,Unemployed,Rural,High School or Below,1671775200
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4ef87b4e-a4e1-4325-af82-dc3f62d46d00,churn,0.8029304,1,churn,0.18042293971489,-0.0021655260148691,0.118832143906411,-0.0264528153043556,0.109392841461795,0.150105705550523,0.0858970337467326,0.0957748684296575,Female,64,Yes,No,Unemployed,Suburban,Bachelor,1671775200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,8eba86c4-1a0a-45dd-bf8d-95bf368c611a,no_churn,0.007129235,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,52,No,No,Disabled,Suburban,High School or Below,1671775200
27,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,a17660e1-02c6-4f27-955a-9b3b1cc8210c,no_churn,0.22986141,0,no_churn,-0.008340081026854,-0.0008759480642584,-0.0278884380707313,0.0063236950725331,0.0750254188307553,-0.14911753653877,0.0392980311317114,0.0838820398266398,Female,58,Yes,No,Disabled,Suburban,Bachelor,1671775200
71,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,618a1459-efd1-4cdc-ba4a-c140e26497e2,no_churn,0.025381045,0,no_churn,-0.0692013749376292,-0.0028381958637146,-0.0029522538708988,0.0006193472597351,-0.000200263987208,-0.161198056877829,-0.0167752618030135,-0.0164800895593725,Male,27,Yes,Yes,Unemployed,Urban,Bachelor,1671775200
45,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,c651eafb-9aff-4835-b740-3d87cd37cff5,no_churn,0.16675392,0,no_churn,-0.199750294744117,-0.0051252999064672,-0.018436076704238,-0.0134619183993527,0.0182784656197145,0.0579835286916932,-0.0042203917860024,0.0657058355469052,Male,25,Yes,No,Employed,Urban,College,1671775200
63,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,afd64704-9ea3-4f6d-a02a-2d1e164dc886,no_churn,0.016457805,0,no_churn,-0.0974502168024173,-0.002599479656219,0.0101038881037675,0.0402616244149976,-0.0466778900733606,-0.13559160265444,-0.0094072669545494,-0.007665209052393,Male,45,Yes,Yes,Unemployed,Urban,Master,1671775200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6b29d140-9c95-4bb2-b2f2-cf4f107ece22,churn,0.723946,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,29,Yes,No,Employed,Suburban,College,1671775200
47,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,37d82ec6-e314-48e8-9129-87a980c03f39,no_churn,0.0070916014,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Female,74,No,No,Disabled,Suburban,High School or Below,1671775200
55,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,a10851f7-4fcd-43a0-ab87-4d5138fad921,no_churn,0.0151049139999999,0,no_churn,-0.0513283718364891,-0.003151893439026,-0.012837662435968,-0.0575604181558264,-0.018465086175529,-0.0831163981590907,-0.0142108341307448,-0.0166888202179325,Female,61,Yes,No,Employed,Suburban,Bachelor,1671775200
23,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,0da84b31-0e7c-479d-b9c5-0f519c7163e6,no_churn,0.022019569,0,no_churn,-0.0394070406601804,-0.0058142192357991,0.0160889376464092,-0.0399034903254323,0.0081141606259552,-0.128615037331929,-0.0391571056408156,-0.0403323566965991,Male,48,No,Yes,Unemployed,Urban,Doctor,1671775200
72,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,bbb983ec-ac36-4709-8544-c81449148143,no_churn,0.004151356,0,no_churn,-0.0325393983328058,-0.0027373936873846,-0.0033234459260688,-0.0077702983130484,-0.0020530041533947,-0.199057020213968,-0.0102515492721113,-0.0112940405060976,Female,61,No,Yes,Unemployed,Suburban,Bachelor,1671775200
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,aeb584b3-3948-4838-a5a8-a5793cb98189,no_churn,0.0141810225,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,75,No,Yes,Employed,Suburban,Bachelor,1671775200
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d35b2dfc-e1aa-49cc-a0d2-9342e6ecd23a,churn,0.69911534,1,churn,0.0461139617865364,-0.0021742241306492,-0.0653480695388998,-0.0662879502013493,0.0869337201069902,0.0906567793114299,0.030910594539805,0.0378357044667791,Female,69,No,No,Employed,Suburban,Bachelor,1671775200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,6fee8e9a-08c1-407e-b68f-e2ce86c51e7e,no_churn,0.08226467,0,no_churn,-0.0766777606119467,-0.0029117379445233,0.0056133252695963,-0.0274544510902796,-0.0560668223564061,-0.174300218891913,0.0324264208443855,0.030345090429746,Male,34,Yes,Yes,Medical Leave,Suburban,Bachelor,1671775200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e3f3b9ec-fe02-4faf-8bbc-a429dd4b414d,churn,0.3669385,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,66,No,Yes,Employed,Suburban,High School or Below,1671775200
52,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,59946a70-5e63-4332-8af8-35ddab4d6f94,no_churn,0.07379822,0,no_churn,-0.0768353200222554,-0.0076445086107378,-0.0162752886921043,-0.0287013690615458,-0.0243018494200441,-0.0649961788477503,-0.0216532605983775,-0.0286183758091829,Male,29,No,No,Employed,Suburban,High School or Below,1671775200
28,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,97f58a1b-b070-4360-9f32-909d28f52c9e,no_churn,0.4419819,0,no_churn,-0.0791885151491715,-0.005868967399765,-0.0326932418993601,0.106385785656457,0.0168523427416221,0.0779260931366843,-0.0134518527170075,-0.0131999101899782,Male,53,No,No,Employed,Urban,College,1671775200
47,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,5963dc92-70d9-4204-990c-ca4b0f8ed56a,no_churn,0.0070916014,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,74,No,Yes,Medical Leave,Suburban,Bachelor,1671775200
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,65dde5d7-5305-4fe9-ba8d-d85ed0e426df,churn,0.69911534,1,churn,0.0461139617865364,-0.0021742241306492,-0.0653480695388998,-0.0662879502013493,0.0869337201069902,0.0906567793114299,0.030910594539805,0.0378357044667791,Male,60,No,Yes,Retired,Rural,College,1671775200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,dd91f965-dbbf-4a77-9e0a-9712e9352adc,no_churn,0.082786374,0,no_churn,-0.0917596790739753,-0.0027366287506083,0.0183290268951259,0.0357639206419571,0.0039132222227635,-0.196766807089416,-0.0153090164940113,-0.0137935225051842,Male,21,Yes,Yes,Employed,Suburban,Bachelor,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7975212a-3408-4d7b-9933-d637a51193f0,churn,0.8765847,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,74,No,No,Unemployed,Suburban,Bachelor,1671775200
44,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,cde1dd61-ed33-4612-8418-e656f4bbc10e,no_churn,0.0069364569999999,0,no_churn,-0.0706965280806252,-0.0039465138442574,-0.019365781924971,-0.0240830309522425,0.0129949454657435,-0.0968468661966471,-0.0233876600862276,-0.0436947177663023,Female,57,No,No,Retired,Suburban,College,1671775200
22,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,66da3ba4-8dc2-45f2-b99b-2839a86b98eb,churn,0.063888274,1,churn,-0.042142872567947,-0.0040702065309233,-0.0335640052383405,-0.0459522685182673,-0.0270517725248282,-0.0679926798500764,-0.0186096508734226,-0.0246426944636095,Male,50,No,Yes,Employed,Rural,College,1671775200
41,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,3c192e7e-1951-48b6-8cf2-5110f719d37b,churn,0.10038711,1,churn,-0.0473831854341369,-0.0115296873923216,0.0222016597064248,-0.0445926392363071,-0.0626876331268067,0.0357972866621275,-0.0169238801009305,0.0479252623217507,Male,26,Yes,No,Employed,Suburban,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cf8ef3d5-2884-405e-a05d-e8a541d19871,churn,0.8765847,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,39,Yes,No,Employed,Suburban,Bachelor,1671775200
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,84b98c68-fd03-4952-810c-f463a6d96ff5,no_churn,0.68483084,0,no_churn,0.109563492310936,-0.0035982909876474,-0.0669018670339392,-0.0301478087482973,-0.0039643916269687,0.106677779550987,0.135985375746586,0.0988346716758314,Male,40,No,No,Employed,Suburban,High School or Below,1671775200
71,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,d3e1a2e1-c47e-4b92-859f-62d1b1c7bf10,no_churn,0.025381045,0,no_churn,-0.0692013749376292,-0.0028381958637146,-0.0029522538708988,0.0006193472597351,-0.000200263987208,-0.161198056877829,-0.0167752618030135,-0.0164800895593725,Female,49,No,No,Medical Leave,Rural,College,1671775200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,cfa3d819-0337-4299-9b9c-bc44af9ed5ad,no_churn,0.007129235,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,70,No,Yes,Employed,Suburban,Bachelor,1671775200
25,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,cb52544e-3e20-45dd-bdc0-725c1e515bea,no_churn,0.36194524,0,no_churn,-0.0191730643003393,-0.0045467420199383,-0.0851543220518215,-0.056403492223053,0.101379111564147,0.0652946211757262,0.0542802053393279,0.0996308679620779,Female,25,No,No,Employed,Suburban,College,1671775200
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bb25d4e0-2852-4dbd-bb95-87864fbd203f,no_churn,0.5169348,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,79,No,No,Employed,Urban,Bachelor,1671775200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,5ece3c74-afdf-4b26-aece-29cc0d46fc51,no_churn,0.0039115245,0,no_churn,-0.0837918026221359,-0.0031658006752877,0.0048912859196298,-0.0241086057123902,-0.0412726547424972,-0.161161184977691,0.0155444022971823,0.0240382078050424,Female,71,Yes,Yes,Employed,Suburban,Bachelor,1671775200
29,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,dd48067f-c76c-464a-905e-17c3979fe069,no_churn,0.5568515,0,no_churn,-0.182243991801333,-0.0044693432966778,-0.0042940975969122,-0.141527498486485,0.0217798907648466,0.0555027292674094,0.0090527284334712,0.0671734308369468,Male,42,No,Yes,Unemployed,Suburban,College,1671775200
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,c0f4e708-95a0-4c27-abf2-c8d6bb9c6953,no_churn,0.0039579556,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Male,34,No,Yes,Unemployed,Urban,High School or Below,1671775200
47,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,7c26166f-2c57-49ea-b262-be8d15cc6fc1,no_churn,0.015160202,0,no_churn,0.0037554119720152,-0.0183668354840665,0.0184646579973559,0.008095627153998,0.100749586604816,-0.148404328545375,0.0582294742591148,0.0607835889057969,Female,20,Yes,No,Employed,Suburban,Master,1671775200
55,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,ba356d15-ee59-40e3-bd62-79a0592e67ad,no_churn,0.0151049139999999,0,no_churn,-0.0513283718364891,-0.003151893439026,-0.012837662435968,-0.0575604181558264,-0.018465086175529,-0.0831163981590907,-0.0142108341307448,-0.0166888202179325,Female,76,No,Yes,Employed,Rural,College,1671775200
44,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,4e62df75-b107-4df3-8b88-7fd52dc8dab9,no_churn,0.0069364569999999,0,no_churn,-0.0706965280806252,-0.0039465138442574,-0.019365781924971,-0.0240830309522425,0.0129949454657435,-0.0968468661966471,-0.0233876600862276,-0.0436947177663023,Female,30,No,Yes,Employed,Urban,Master,1671775200
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,13d028ef-1334-4e1b-b1f8-61ca10494724,no_churn,0.30269468,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,29,No,Yes,Employed,Suburban,High School or Below,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e962a4a-e49a-45ee-b9a2-f5aea0a31c7f,churn,0.7874616,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,38,Yes,No,Employed,Rural,High School or Below,1671775200
72,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,e882ee02-7c14-4824-a2ba-26fa032a8886,no_churn,0.004151356,0,no_churn,-0.0325393983328058,-0.0027373936873846,-0.0033234459260688,-0.0077702983130484,-0.0020530041533947,-0.199057020213968,-0.0102515492721113,-0.0112940405060976,Female,36,No,No,Employed,Suburban,College,1671775200
12,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ed363994-e08f-43fa-ae69-6055be43a720,churn,0.21715763,1,churn,-0.0620700823367587,-0.0090670244376815,-0.0197647981329828,-0.104808630542793,-0.0343723925388258,0.0409518227019634,-0.0395798757791453,-0.0309818375326358,Male,67,Yes,No,Employed,Suburban,Bachelor,1671775200
3,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a9d14945-138a-478c-86f8-8841b9bf5ec7,no_churn,0.37429747,0,no_churn,0.0803564546930101,-0.004456764100505,-0.051125484175518,0.0292178708902793,0.104608436311737,0.0935558337431848,0.111835440486684,0.11031539721931,Female,40,No,Yes,Employed,Suburban,College,1671775200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,57e112de-81c7-44e1-91ee-36fabffbab4a,no_churn,0.08226467,0,no_churn,-0.0766777606119467,-0.0029117379445233,0.0056133252695963,-0.0274544510902796,-0.0560668223564061,-0.174300218891913,0.0324264208443855,0.030345090429746,Female,56,No,Yes,Unemployed,Suburban,Doctor,1671775200
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,c3f9baf9-da8d-4630-aea1-992dfa757891,churn,0.852988,1,churn,0.124707422584479,-0.0011007624326248,0.0012186723847798,-0.0480803683784597,0.109154874116402,0.109407853882403,0.106457437336521,0.129208724052892,Female,42,Yes,Yes,Employed,Rural,Bachelor,1671775200
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,273db292-c2ab-4ee4-b845-32667670880d,no_churn,0.5422834,0,no_churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,47,No,No,Employed,Suburban,College,1671775200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,567ef4b2-2f95-49a3-b9ac-e68a9aac084a,churn,0.6590467,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,35,No,No,Employed,Urban,Bachelor,1671775200
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b91721fa-b400-4818-abed-d49a152292ed,no_churn,0.6047784,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,63,No,No,Employed,Urban,High School or Below,1671775200
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dfdd05d1-b08c-4a35-b3f0-f9d2aede3ca2,no_churn,0.14560145,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,40,No,No,Employed,Rural,Bachelor,1671775200
27,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7b389bbf-5cc4-4b52-8fbf-70d925b26fb3,no_churn,0.14579567,0,no_churn,-0.0153929129910557,-0.0121556707857416,0.0416676319399448,-0.0045489762367287,-0.0044537953456801,0.0627311198154439,-0.0360110988350425,-0.0108624484442043,Male,77,Yes,Yes,Employed,Suburban,High School or Below,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,485bd6a3-1834-4d5d-8566-d09a8bfa0c16,churn,0.7874616,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,28,No,No,Employed,Urban,Master,1671775200
65,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,e06bb59c-e575-4237-8669-0ccf7e8cc9b3,no_churn,0.0120705655,0,no_churn,-0.0371199958983743,-0.0016299672029344,-0.0053556886189744,-0.0151535917687397,-0.0121933984305997,-0.127290991703867,-0.0155557633366515,-0.0547267550564811,Female,43,No,No,Unemployed,Suburban,High School or Below,1671775200
23,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,22bd675e-a81e-45b7-b580-8811c8876f1c,no_churn,0.022019569,0,no_churn,-0.0394070406601804,-0.0058142192357991,0.0160889376464092,-0.0399034903254323,0.0081141606259552,-0.128615037331929,-0.0391571056408156,-0.0403323566965991,Male,21,Yes,No,Employed,Suburban,Master,1671775200
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8e3ff383-7e4f-469e-b35d-dc3db5a7d1bf,no_churn,0.17125802,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Female,51,Yes,Yes,Unemployed,Suburban,High School or Below,1671775200
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,64fb23f4-7124-422f-8e77-ea4e5c08db9b,no_churn,0.30269468,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Female,59,No,No,Unemployed,Suburban,Master,1671775200
24,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5bf12a86-f2ff-4f13-8903-28504925f94c,no_churn,0.10647813,0,no_churn,0.0447934457513929,0.166403937879559,0.0542125974982309,0.0685853419400246,0.136993915378262,0.1317419651095,0.0016603041686857,-0.0034176525316888,Male,36,No,No,Employed,Urban,High School or Below,1671775200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e23dcf7f-342e-4c68-a3e9-17ed077261a1,churn,0.54257977,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,24,No,No,Employed,Suburban,College,1671775200
67,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,1bbae1be-25bd-47b1-a9eb-4553cf438534,no_churn,0.024165627,0,no_churn,-0.0690837225727955,-0.0025200915692767,-0.0169329726749674,-0.0118951402214224,0.0039510494165006,-0.0871742305884436,-0.0405530040786652,-0.0448180402485195,Male,22,No,No,Employed,Rural,Master,1671775200
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32e274e8-4827-458d-b2d7-54899d8ba2e0,no_churn,0.66287094,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,54,No,No,Employed,Suburban,Bachelor,1671775200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f261eada-f0dd-4e99-8eda-71c1722cdbb4,no_churn,0.3871503,0,no_churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Female,42,Yes,Yes,Employed,Suburban,Bachelor,1671775200
39,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,46e2a1ac-8ae1-4df1-af73-09f1718d43c9,no_churn,0.08407797,0,no_churn,-0.042288171864393,-0.004948397687076,-0.0085532577662343,-0.0846790698953827,-0.0432687120317314,-0.0402428126138966,-0.0185974564785647,-0.0264482738349897,Female,38,Yes,No,Employed,Rural,College,1671775200
61,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,05f42029-5095-432c-8851-743a1ba6d4c5,no_churn,0.29047257,0,no_churn,-0.192825742039722,-0.0014863686847456,0.026151775050057,0.111754453275589,0.0372881904657333,0.0750869418991351,0.0758531874507934,0.0991514122995613,Male,35,Yes,Yes,Unemployed,Suburban,High School or Below,1671775200
52,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,a3814175-5d33-4696-984c-44bec29f8175,no_churn,0.041286338,0,no_churn,-0.0781187007321114,-0.003200261958118,-0.0160408753059164,-0.0247318962974259,-0.0587611971561818,-0.127059215812205,0.019508750252844,0.0293772447803075,Female,27,No,No,Employed,Rural,High School or Below,1671775200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,95b7be71-33f7-4d66-b148-2a68ba8d64ec,no_churn,0.5407169,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,38,No,No,Employed,Suburban,High School or Below,1671775200
25,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,25b76bf6-37a6-42bd-aa68-b3b92bbd9037,no_churn,0.36194524,0,no_churn,-0.0191730643003393,-0.0045467420199383,-0.0851543220518215,-0.056403492223053,0.101379111564147,0.0652946211757262,0.0542802053393279,0.0996308679620779,Male,52,No,No,Employed,Suburban,Master,1671775200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e33a2da2-2d4c-4920-8ae9-901b52b341ec,no_churn,0.30501375,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,65,No,No,Disabled,Suburban,Master,1671775200
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,feb38cd4-e2e6-4858-a70f-fbad2b8444f8,churn,0.37994167,1,churn,0.103404733172556,-0.0042633996426593,-0.0660047142190705,-0.0750107029425271,0.0521703902546505,0.10928768210435,0.0229513851187766,0.0844384742408874,Female,48,No,Yes,Unemployed,Rural,Bachelor,1671775200
12,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bb78292f-fbb3-4e53-8f59-3481a1cd8d83,churn,0.21715763,1,churn,-0.0620700823367587,-0.0090670244376815,-0.0197647981329828,-0.104808630542793,-0.0343723925388258,0.0409518227019634,-0.0395798757791453,-0.0309818375326358,Male,46,Yes,No,Employed,Suburban,College,1671775200
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a86ad65d-38ef-47c3-a03e-781983d5f843,no_churn,0.66287094,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,74,No,Yes,Employed,Rural,High School or Below,1671775200
1,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bdb36bd9-ebdd-46d5-abe5-0c19a1a5f413,churn,0.82504815,1,churn,0.278206907494277,0.126938110196679,0.0411645279240747,0.0422493253959328,0.0864908054087936,0.160231344862023,-0.0109755483772323,0.0004183902463591,Male,30,No,No,Employed,Suburban,High School or Below,1671775200
19,No,No phone service,Low Speed,In_Store_Support,One year,<50hrs,Active,387e226c-636f-4789-a9ef-c3aae0a604dd,churn,0.23000644,1,churn,0.0693137437892937,-0.0007803808740754,0.0071846781258773,0.0148047412956429,-0.0108509738540306,-0.0508081061428674,0.0314005064861885,0.0507096407937069,Female,48,Yes,No,Employed,Rural,Doctor,1671775200
27,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,d52dfee4-e0ab-4af1-8eb0-07d27f8b1bdf,no_churn,0.005949978,0,no_churn,-0.0430800164549327,-0.0037705138693127,-0.0185975335873263,-0.0300150148313514,0.0130039550744731,-0.10248380361676,-0.0399205964476095,-0.0441626300255484,Male,56,Yes,Yes,Employed,Rural,Bachelor,1671775200
72,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,46c26126-d6f9-4377-bdf0-f5f3c0ac974b,no_churn,0.009282929,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Male,59,No,Yes,Employed,Urban,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,06fab571-0dfe-4abb-adb2-78b543debb77,churn,0.8765847,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,67,No,No,Employed,Suburban,High School or Below,1671775200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2b47a7c3-b42f-438b-ac8c-32a999294884,no_churn,0.3871503,0,no_churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Male,23,Yes,Yes,Unemployed,Suburban,Bachelor,1671775200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1d3fb1e7-ba17-459a-b70e-ff010a6b8eed,no_churn,0.5948257,0,no_churn,-0.089311144892863,-0.0037935173526966,0.065058597832367,-0.0131646200375143,0.0217483489697588,0.0382910215192623,-0.0035040786945864,0.0173159136767389,Female,51,No,No,Unemployed,Suburban,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,22b41194-be9d-4f4f-bb39-b1ab29bbbd0c,churn,0.8765847,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,46,No,No,Employed,Urban,Bachelor,1671775200
1,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4020f510-699d-41f3-901a-0b6e2e261329,no_churn,0.48839626,0,no_churn,0.12470008558962,0.006033345106025,-0.0128667267400942,-0.221582249609601,-0.0647653424884811,0.0907042199680472,-0.0587599960320221,-0.0613466279935346,Female,46,Yes,Yes,Unemployed,Suburban,High School or Below,1671775200
64,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,9bde982b-d4b8-4ba9-a53a-ea746d462950,no_churn,0.050415017,0,no_churn,-0.115587847641714,-0.0035660441252548,0.0126773801245872,0.018227989773577,0.0001335789374979,-0.106433435841595,-0.0332720605559643,-0.0237057117852054,Female,80,Yes,No,Unemployed,Suburban,Master,1671775200
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,174fcfc0-f849-476e-9b74-dc626b7efea1,churn,0.54652137,1,churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Female,69,No,Yes,Employed,Suburban,Master,1671775200
19,No,No phone service,Low Speed,In_Store_Support,One year,<50hrs,Active,59b79d56-c1f7-4576-a7d5-f263ab94cfe2,churn,0.23000644,1,churn,0.0693137437892937,-0.0007803808740754,0.0071846781258773,0.0148047412956429,-0.0108509738540306,-0.0508081061428674,0.0314005064861885,0.0507096407937069,Female,51,Yes,No,Employed,Suburban,High School or Below,1671775200
35,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,15eec43d-7395-48ac-827e-ed98177f511a,no_churn,0.4251859,0,no_churn,-0.0740279192932666,-0.0457736160163767,-0.0169087644101546,-0.0779392341942093,-0.0014523913917764,0.0576849249504812,-0.0237853351228386,-0.0368238143409053,Female,50,No,Yes,Unemployed,Rural,Bachelor,1671775200
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ce12c82b-3d89-4fec-98ae-95df3a33923e,no_churn,0.3871503,0,no_churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Female,42,No,Yes,Employed,Rural,Bachelor,1671775200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,96d52054-98ad-45c4-86d5-60da675e4117,no_churn,0.5948257,0,no_churn,-0.089311144892863,-0.0037935173526966,0.065058597832367,-0.0131646200375143,0.0217483489697588,0.0382910215192623,-0.0035040786945864,0.0173159136767389,Male,54,No,Yes,Unemployed,Suburban,College,1671775200
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,907249e8-fa35-49a1-9009-a96b1e6049e0,no_churn,0.14240691,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Male,65,No,Yes,Unemployed,Suburban,College,1671775200
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,60bd3f15-f4e0-47b1-83ed-ad619b08d514,no_churn,0.17125802,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Male,35,No,No,Employed,Urban,Bachelor,1671775200
55,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,23427022-0a24-4de0-8385-b36334fdfac1,no_churn,0.0151049139999999,0,no_churn,-0.0513283718364891,-0.003151893439026,-0.012837662435968,-0.0575604181558264,-0.018465086175529,-0.0831163981590907,-0.0142108341307448,-0.0166888202179325,Male,46,Yes,No,Unemployed,Suburban,Bachelor,1671775200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5c07ed73-ddf8-4ac1-a5e7-d86ecb1f1fb7,no_churn,0.5931664,0,no_churn,0.0091167765442241,-0.0032228148999274,-0.0284732296729453,-0.0374377025390458,-0.0097796858219408,0.098768911348452,0.0115130659199803,0.0365837639196797,Female,79,No,No,Employed,Suburban,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b214210e-9c71-4929-a2de-cee44d34162a,churn,0.7363788,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,79,No,No,Employed,Suburban,College,1671775200
22,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9a440208-2066-46ff-923e-33eac7d75011,churn,0.2207172,1,churn,-0.0832130683074228,-0.0045317668081588,-0.0320459272891275,-0.0749981618532911,-0.0098012449946509,0.0406656357085012,-0.0461546758701115,-0.051446942393959,Female,78,No,Yes,Employed,Urban,Master,1671775200
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,cc11c445-6d90-41c7-a236-2105e32cefcb,no_churn,0.0018367305,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,62,No,No,Disabled,Suburban,College,1671775200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c4d03e7a-dc16-4002-9a90-9b7f3c00e425,no_churn,0.45820868,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,62,No,Yes,Retired,Urban,Master,1671775200
64,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,1a77e4cf-48f2-45e4-986c-94151c17e6fe,no_churn,0.07913077,0,no_churn,-0.120149468208328,-0.0153315789191947,-0.001247977762041,0.0098648800882256,0.0321700969083576,-0.16024784433911,0.0354179571185704,0.0404977850891373,Male,68,No,Yes,Employed,Suburban,High School or Below,1671775200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,dc5fffba-2af6-41cc-8399-3f30c26987f8,churn,0.54257977,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,55,No,Yes,Employed,Suburban,College,1671775200
23,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,35975ecf-4ff0-4ff5-9ecd-1b3730f6940d,no_churn,0.25134033,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Male,63,No,No,Employed,Suburban,Bachelor,1671775200
71,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,6ba14eed-80a3-411f-8374-caeb414dd233,no_churn,0.00530445,0,no_churn,-0.0756295140681322,-0.004983428907326,-0.0170682760374711,-0.0176932550451965,-0.0395083605315267,-0.151406998123421,0.0162116345657341,0.0210520452100627,Female,52,Yes,Yes,Unemployed,Suburban,Bachelor,1671775200
12,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f2016f80-ab82-43c3-97b4-006a5cb71394,churn,0.21715763,1,churn,-0.0620700823367587,-0.0090670244376815,-0.0197647981329828,-0.104808630542793,-0.0343723925388258,0.0409518227019634,-0.0395798757791453,-0.0309818375326358,Female,71,No,Yes,Employed,Suburban,Master,1671775200
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a9525ea4-b177-4c20-84cb-fd354e26b9cc,no_churn,0.45696914,0,no_churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Female,57,No,No,Unemployed,Suburban,College,1671775200
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a4aa7cd1-5e4a-470d-a266-6421d639cc98,churn,0.41166192,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,59,No,Yes,Medical Leave,Rural,High School or Below,1671775200
22,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d9b52f9b-d877-42fe-a849-442c5fe70057,churn,0.2207172,1,churn,-0.0832130683074228,-0.0045317668081588,-0.0320459272891275,-0.0749981618532911,-0.0098012449946509,0.0406656357085012,-0.0461546758701115,-0.051446942393959,Female,52,No,No,Employed,Suburban,College,1671775200
52,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,14db9672-e359-463d-afe5-c147c45e7e27,no_churn,0.07379822,0,no_churn,-0.0768353200222554,-0.0076445086107378,-0.0162752886921043,-0.0287013690615458,-0.0243018494200441,-0.0649961788477503,-0.0216532605983775,-0.0286183758091829,Female,41,No,Yes,Medical Leave,Suburban,Bachelor,1671775200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,946daf11-7a97-475a-a1cd-84f582dd2367,churn,0.3669385,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,59,No,Yes,Employed,Suburban,High School or Below,1671775200
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a3b155e7-e784-4111-b416-7b827ce4fe59,no_churn,0.5169348,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,64,Yes,Yes,Disabled,Rural,College,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c3fde2b3-ac50-475c-83f2-71c8a0724fc8,churn,0.8765847,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,67,No,No,Employed,Suburban,College,1671775200
10,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e599ff62-9657-4fa4-a838-211ad7d551d0,no_churn,0.04920018,0,no_churn,-0.0153249879967006,-0.0060461628641496,-0.0219071378530134,-0.0408746972273184,-0.0245221668048179,-0.107216927222107,-0.023437644395999,-0.0296964284297064,Female,24,No,No,Employed,Suburban,High School or Below,1671775200
63,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,b02e0836-3787-442e-a229-758de4f1699e,no_churn,0.016457805,0,no_churn,-0.0974502168024173,-0.002599479656219,0.0101038881037675,0.0402616244149976,-0.0466778900733606,-0.13559160265444,-0.0094072669545494,-0.007665209052393,Male,47,No,No,Disabled,Suburban,Master,1671775200
71,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,32e26f1a-9632-428f-84cb-6e9540f598a8,no_churn,0.103461,0,no_churn,-0.11043505820604,0.0019189470215678,-0.0001372425167801,-0.0069425425238068,0.0228887434131638,-0.114237236759718,0.0356851551128238,0.0422330832346369,Male,66,Yes,Yes,Retired,Suburban,College,1671775200
12,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,a668d548-0d29-484b-a571-045d4c328fca,no_churn,0.5944226,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,55,Yes,Yes,Unemployed,Suburban,Bachelor,1671775200
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,1205c587-3ac4-418e-ab89-846a92625baf,churn,0.64727414,1,churn,0.129695655322048,-0.0066580906970011,-0.047204431772061,0.0012095914066594,0.138815843511547,0.122328476843359,0.14381642878292,0.126506097283636,Male,58,No,Yes,Unemployed,Rural,High School or Below,1671775200
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,819008fb-cb07-4422-a59d-1c5b28c3646a,no_churn,0.0045431545,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Female,36,No,Yes,Employed,Urban,College,1671775200
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,91aa3870-09fd-4fe4-b66f-effb7d54f468,churn,0.48375177,1,churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Female,72,Yes,No,Unemployed,Suburban,College,1671775200
69,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,4d4595df-a375-4e09-a5a8-d1db1c411dc6,no_churn,0.08583984,0,no_churn,-0.0201866318444126,-0.0010178208699198,0.0655362442692239,0.0702676080561923,0.0143148032381395,-0.131836817999597,0.110120921048256,0.0637755489100982,Female,22,Yes,No,Unemployed,Suburban,High School or Below,1671775200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,d69520e7-8fb2-48c1-ab86-d940aacc0bd2,no_churn,0.082786374,0,no_churn,-0.0917596790739753,-0.0027366287506083,0.0183290268951259,0.0357639206419571,0.0039132222227635,-0.196766807089416,-0.0153090164940113,-0.0137935225051842,Female,28,No,Yes,Unemployed,Suburban,High School or Below,1671775200
44,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,70e09b08-1fb8-420f-9fec-717a22d38fd3,no_churn,0.12983598,0,no_churn,-0.148360361306586,-0.0056243836309658,-0.0179532738286434,-0.0220856580813233,-0.0189311944680775,-0.0990961565629368,0.0026222782130753,0.0504025991178787,Female,28,No,Yes,Unemployed,Suburban,Master,1671775200
41,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,50ac8d2f-2334-4f7d-9f70-18e1182c20d5,no_churn,0.016980486,0,no_churn,-0.0364105574666882,-0.0042869672428423,-0.0112746323715418,-0.0508999528913591,-0.0284963201020127,-0.106189892590173,-0.01292939854623,-0.0185384319079548,Female,36,No,Yes,Employed,Suburban,College,1671775200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e45ad578-92f1-4c9e-8d89-08d106ce858a,no_churn,0.06864212,0,no_churn,-0.0354369862510793,-0.0140031996886227,0.0018298612542321,-0.141580555220521,0.0081357803559421,0.0562624143263292,-0.0635147764215526,-0.0707186903025376,Female,70,No,No,Employed,Suburban,High School or Below,1671775200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,477f1f84-e688-4aad-b535-3f8f0d78d039,churn,0.86690277,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,20,Yes,Yes,Employed,Suburban,Master,1671775200
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,03dbdde2-bc55-4017-87d7-f48d332dad6c,churn,0.39678642,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,35,No,Yes,Unemployed,Urban,College,1671775200
31,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,a1852918-e600-4de0-93eb-d47edc5854a6,no_churn,0.020725928,0,no_churn,-0.0411292251634949,7.74776691696388e-05,-0.0311250502361463,-0.018643825145873,0.0522181745960824,-0.102173780962721,0.0137121893077392,0.0405378902457641,Male,32,No,Yes,Unemployed,Suburban,Bachelor,1671861600
29,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,815ba06a-e5cb-4fa7-b7d5-c79127f151e9,churn,0.018469945,0,no_churn,-0.0012218081727405,-0.0014791250253983,-0.0150051714438632,0.0275469271803558,0.0959182127043823,-0.175005901838776,0.0464711446398359,0.0737495701008811,Female,56,Yes,No,Employed,Urban,College,1671861600
29,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,24725f79-2884-463a-a7b8-6de4e5e510f6,no_churn,0.14813295,0,no_churn,0.0644908331845545,0.000433927957747,0.0333482072741207,0.0401852665441947,0.118101028541842,-0.0093242957907932,0.162200592217796,0.101538296524886,Male,31,Yes,Yes,Employed,Rural,College,1671861600
36,No,No phone service,High Speed,In_Store_Support,One year,100hrs+,Active,888b16c1-f18c-44b8-9e9e-99098653c709,no_churn,0.10696738,0,no_churn,-0.0851381616028493,-0.0161216966165102,-0.0134809536176726,-0.0410885874800806,-0.053059338718217,-0.0872050554762518,0.0184924353503038,0.0285752041512387,Male,44,No,Yes,Retired,Suburban,Bachelor,1671861600
1,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,5bd2d6e3-5dc2-424f-9c00-3c66effe446d,no_churn,0.102024496,0,no_churn,0.0722152998244564,-0.006991725117914,-0.0465796294034134,-0.050475227062443,-0.103991810781308,-0.0735381117339602,0.0170457441208782,0.043289307028026,Male,49,No,No,Employed,Suburban,Bachelor,1671861600
48,Yes,Yes,Medium Speed,Phone_Support,One year,100hrs+,Active,a15a6f63-0214-4617-b265-f426b2a2d6e3,no_churn,0.1239778,0,no_churn,-0.0447724703016683,-0.0012031784753344,-0.0394806093940769,-0.141085001695865,0.0612540380012524,-0.0149430128761105,0.0496388852774362,0.0715651986742523,Female,49,No,Yes,Employed,Suburban,Bachelor,1671861600
68,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,d92bec8d-ef56-474c-8563-c514e788475d,no_churn,0.0211322329999999,0,no_churn,-0.0573833166456916,-0.0035595734663729,0.0034910498763474,-0.0480078019386201,-0.0634841768676051,-0.146631311824804,0.0180330723341285,0.0285159063285846,Female,31,Yes,Yes,Employed,Suburban,Bachelor,1671861600
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,1e499ce3-2fd4-44c4-bdc1-d4815aebf678,no_churn,0.47512707,0,no_churn,0.235569186083785,-0.0095784649276174,-0.0528370722190084,-0.0796161236995567,0.0057393262810001,0.125640950277138,0.125889749230646,0.0401663015772055,Male,22,No,No,Employed,Urban,College,1671861600
56,Yes,No,Medium Speed,Phone_Support,Two year,<50hrs,Active,e3d18ca6-17b9-4c36-94e5-64709dc270d5,no_churn,0.021705845,0,no_churn,0.0020177801384124,-0.0007918849776615,0.0073604900427017,-0.0402210841062515,0.0866189798234245,-0.137127471613585,0.0219067141626874,0.0712103269571162,Female,80,No,Yes,Medical Leave,Suburban,High School or Below,1671861600
51,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,3e4e949a-e2a7-41d8-ba5f-3a55e6c9946b,no_churn,0.079475515,0,no_churn,-0.172750678692391,0.0074323395074043,-0.0144310471389781,-0.0502040895621212,-0.0816410545474536,0.049814422696545,-0.0012267927879929,0.0339807487399593,Male,55,Yes,No,Medical Leave,Suburban,High School or Below,1671861600
64,Yes,No,Medium Speed,In_Store_Support,Two year,100hrs+,Active,dc875923-6a2b-44f6-bc1c-2a39ba83d139,no_churn,0.012048494,0,no_churn,-0.0159535735387908,-0.0023098223572742,0.0080453310410121,-0.0553038279897919,-0.0292288897336948,-0.0892004119545163,0.0182792441799392,0.0191458002080617,Male,70,No,No,Employed,Suburban,College,1671861600
70,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,2503668e-3523-4a91-a91b-4dbfcecd0e14,no_churn,0.08538823,0,no_churn,-0.0174064832743442,-0.002127719424734,0.0232323023411572,-0.0602076642575957,-0.0402432049895833,-0.141616833151711,0.0271902905721617,0.0221531610151305,Female,35,No,No,Unemployed,Suburban,College,1671861600
36,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,9b133fe9-4056-496b-a8b7-0572d7a39a5e,churn,0.14310712,1,churn,-0.130971501100776,-0.0035629748828068,-0.0226686806296493,-0.0599572045772401,0.0053090050101855,-0.07023511479636,0.0022765090684333,0.040783810514622,Male,67,Yes,Yes,Employed,Suburban,College,1671861600
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,7e7dbb4a-7194-4565-be03-6249e10f80f9,no_churn,0.16216467,0,no_churn,0.0407697956688571,-0.0071328572962738,-0.0601449740659336,-0.0559257238312966,-0.160315474656181,0.0555860438660056,-0.0438479515204744,-0.028015011473617,Male,60,No,No,Employed,Rural,High School or Below,1671861600
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,f891c8f3-400d-4139-a905-6dbca3bb6bf4,no_churn,0.11399781,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Male,46,No,Yes,Employed,Suburban,College,1671861600
33,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,a62dfd1a-e47d-4bca-ae29-509643044ab5,no_churn,0.016976308,0,no_churn,-0.0049183557674132,-0.0004957526563157,-0.0324273743080902,-0.0238540729874785,0.0827120628957163,-0.0778133989173329,0.0259039582747391,0.0618667827685749,Female,78,No,No,Employed,Suburban,Bachelor,1671861600
55,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,bfdad40c-a599-4588-a688-f5c31c6056be,no_churn,0.09017481,0,no_churn,0.0151966126797196,0.0008723848766749,0.0575436160418212,-0.0173629608215924,-0.0354681471209005,-0.0108042532538274,0.108458868966864,0.0525377325826139,Male,25,No,Yes,Employed,Suburban,Bachelor,1671861600
31,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,380adedd-3005-4945-a561-4fecbf3059c1,no_churn,0.19818166,0,no_churn,-0.0516500879138175,-0.002345028359814,0.0345102495390892,-0.029692906489754,-0.009099996274931,-0.102418832048738,0.0259565554966502,0.0457138941440462,Male,30,No,Yes,Unemployed,Suburban,Master,1671861600
64,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,b4c73312-f951-41ed-a2ef-19e07d51fbd5,no_churn,0.014131035,0,no_churn,-0.0974409590061122,-0.0011931976099685,0.0029526490502985,-0.0033086407315477,0.0250003801228285,-0.177799812927115,0.0274485346921392,0.0353148956014501,Male,21,No,Yes,Employed,Suburban,Bachelor,1671861600
25,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,12786489-a713-457a-b6fc-00f6115a0871,no_churn,0.08453155,0,no_churn,-0.0758991102361778,-0.0093779265643934,-0.0432845831177019,0.0009035609921193,-0.119039698134129,0.0593925911794394,0.0627794106431793,0.0494996066297244,Female,63,No,No,Disabled,Urban,High School or Below,1671861600
8,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a0b910ac-1e96-4735-a8ad-92d893744e25,no_churn,0.06882604,0,no_churn,-0.0047085677952236,-0.0057123397697796,-0.0188813551280691,-0.0526586800229961,-0.0398496125011206,-0.0956325945687422,-0.0242245812067085,-0.0273584215746996,Male,55,No,Yes,Employed,Urban,College,1671861600
67,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,6d2c0ccf-7156-40f9-9b7b-b79faf62b17f,no_churn,0.018648556,0,no_churn,-0.0914717555744755,0.0079621120766842,-0.0030507842906536,-0.0158005115812284,0.0030894643193096,-0.131432810176238,-0.0181439365833966,-0.0201779317171303,Female,50,No,No,Employed,Suburban,Bachelor,1671861600
31,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e9b5a7c2-4f2c-44fa-9f95-6476c8ea0b51,churn,0.19831012,1,churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Female,52,Yes,Yes,Employed,Rural,College,1671861600
66,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,5fa14931-4e09-4f95-9c73-9e14ef923f2c,no_churn,0.0095134955,0,no_churn,-0.0437686301882467,-0.0020661310319701,-0.009881290045796,-0.0217154178659848,-0.0179660389377113,-0.144633965000376,-0.0126414117265721,-0.0163532687028509,Female,37,No,No,Unemployed,Suburban,College,1671861600
27,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c018001a-2592-4d96-9626-a2483be17e2e,no_churn,0.061529335,0,no_churn,-0.119931593478796,-0.0152953767068538,-0.0289732343244759,-0.0354003743650719,-0.050996078467142,0.035446602033744,-0.0276908163800544,-0.026185279644942,Female,31,No,No,Employed,Suburban,College,1671861600
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7ebd3ab9-6d3c-4fd6-972e-303c4909ee66,churn,0.31325126,1,churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Male,63,Yes,No,Retired,Suburban,High School or Below,1671861600
56,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,3eb0b94c-ce77-4b32-9863-0524038a38a3,no_churn,0.0519690659999999,0,no_churn,-0.0226842755922189,-0.003529525222766,0.0028231962007066,-0.0078519763194435,-0.105668644620773,-0.0909803692460082,-0.0207879412870352,-0.0203466159087474,Male,39,Yes,No,Employed,Urban,High School or Below,1671861600
65,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,7e1bcfe3-203c-43a0-9630-a8d2ff5a6b85,no_churn,0.006753,0,no_churn,-0.0647177865793264,6.75285614852328e-05,-0.0041693692651006,-0.0181567305004637,-0.029408375979965,-0.122016535744715,-0.0118777293671564,-0.0187471538027239,Male,46,No,No,Retired,Suburban,Bachelor,1671861600
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,27efc6e0-48d5-4901-aadf-65e79f68f752,churn,0.22159293,1,churn,0.14227169071235,-0.0085072598870829,0.0150901854661788,0.0822656658938558,0.0079033333785173,0.0928848242832373,-0.0188218481725925,0.0076943228629534,Female,52,No,No,Employed,Urban,Bachelor,1671861600
24,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,785c6233-f806-45c5-9b23-4ad06a578a42,no_churn,0.109326266,0,no_churn,-0.113681699006493,-0.0161141832323119,-0.106022086422045,-0.0225697876722097,0.0225232241527646,0.0415761473040674,-0.0300298810340154,-0.0347078847049124,Male,34,Yes,No,Disabled,Suburban,College,1671861600
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5648efd6-d30c-47d2-ae4f-35dd653dd658,churn,0.5536329,1,churn,0.30628236253594,0.128325248379788,0.0528269362293031,0.0465828247534045,0.0714544340281645,0.151404328398203,-0.0175479281771822,-0.0083543445362192,Female,55,Yes,No,Unemployed,Rural,Master,1671861600
50,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,ba870249-e33f-4ff6-b495-950f1ad7d460,no_churn,0.0468977879999999,0,no_churn,-0.0429564243067488,-0.0084652136604745,-0.0283900268348315,-0.0280720494228262,0.0146179576559552,-0.113769323832576,-0.0253990144869931,-0.0365920585054482,Female,64,Yes,No,Retired,Suburban,Bachelor,1671861600
37,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,7c9335fb-c1fb-40c6-9c4a-737d30de5f92,no_churn,0.043057777,0,no_churn,-0.0596341467005095,-0.0037931952306098,-0.0138147979748646,-0.0263705642807872,-0.0171474177957497,-0.0599940303572566,-0.030980391157318,-0.0572916091804654,Male,38,No,No,Employed,Suburban,Doctor,1671861600
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a19101e3-5387-4e20-a846-0c1ebd1cf997,churn,0.3762319,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,40,Yes,No,Unemployed,Suburban,High School or Below,1671861600
45,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,8933e1af-3df5-4308-9841-4c00d6afc2c7,no_churn,0.0333488429999999,0,no_churn,-0.0713866330418295,-0.0035836180516707,-0.0128691042827176,-0.0349881914128309,-0.0210234681380916,-0.0891095381892228,-0.0154920044821665,-0.0165735947145822,Male,60,Yes,Yes,Unemployed,Rural,Bachelor,1671861600
35,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,b533d922-5922-42f0-8550-9061161e8ce0,no_churn,0.061402693,0,no_churn,-0.134025766213508,0.0260875569901509,0.0058762810203279,-0.0226482221537071,-0.0383538234496609,-0.0588744496846993,-0.0199495160963851,-0.0271382121777423,Male,39,Yes,Yes,Employed,Suburban,Master,1671861600
30,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,817dae17-6ab4-4169-92b5-da409ca0268d,no_churn,0.11772102,0,no_churn,-0.0040512515804857,-0.0056297532621647,-0.0029619162674589,-0.0181717435159043,-0.0144649578618373,-0.166920235645885,-0.0233970324004258,-0.0334292611562523,Female,27,Yes,Yes,Employed,Suburban,Master,1671861600
34,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fd76d888-1fe0-4a50-aa1b-4f80a6510b27,churn,0.117514186,1,churn,-0.0555013392485125,-0.0058613645481227,0.0019607746662541,-0.0356759883175527,-0.118489268352264,0.043786276881965,-0.0335000466229394,-0.0357451954141106,Male,71,No,No,Medical Leave,Suburban,High School or Below,1671861600
70,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,9483a1af-cb0c-42ea-b282-300db300a9c7,no_churn,0.024147395,0,no_churn,-0.0725272471376774,-0.0033779493340171,0.0012162706570688,-0.0260488129898658,-0.0061981210870999,-0.107815734872815,-0.0186977953688074,-0.0355767621580162,Male,44,No,No,Employed,Rural,College,1671861600
21,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,818e4080-b852-4dd6-a37a-50c573d18aee,churn,0.61995965,1,churn,0.0045688855258867,-0.0044409896427168,0.0350823736574602,0.123025591415117,0.139051431061671,0.132538664959811,0.140892164019078,0.140255734519978,Male,55,No,No,Unemployed,Suburban,Bachelor,1671861600
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,4b75f190-10bc-4e3a-95ce-6f35a67627ac,no_churn,0.064607225,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Male,66,No,Yes,Employed,Suburban,College,1671861600
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,8e569fa6-2598-456c-8dbc-1eee1ea3e578,no_churn,0.080517456,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Male,49,No,Yes,Employed,Suburban,College,1671861600
45,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,f5e0bbd5-50ce-472c-874c-e9f3e8bb2a9c,no_churn,0.12462455,0,no_churn,-0.0796936030240067,-0.004132408271289,-0.0021683443419806,-0.0109615625715468,-0.0777675941866073,-0.11340572741603,0.0094352997950591,0.0296677882303447,Female,49,No,Yes,Employed,Suburban,High School or Below,1671861600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,2d9fe57a-49fd-40aa-8339-5226593055fe,no_churn,0.0141944214999999,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Female,24,No,No,Unemployed,Suburban,Bachelor,1671861600
29,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,e6cc98b1-8ff0-4f55-a476-022de5ac18c0,churn,0.49756142,1,churn,0.0010883495671532,-0.0021554218725759,0.111315125524698,0.0889733803825038,0.048708339234472,0.122046073685851,0.0760291243999563,0.0516325885951846,Female,68,No,No,Employed,Suburban,Doctor,1671861600
6,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,879d20f0-aaad-47e5-99bd-50665d777e12,churn,0.80653095,1,churn,0.155954968820733,-0.0015085178226581,-0.0091580294319555,0.132293673853978,-0.0476962485275635,0.0821592580882315,0.069807808208825,0.0891209363228108,Female,26,Yes,No,Employed,Suburban,High School or Below,1671861600
60,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,74e490b1-0a44-40bc-9afa-a68ea0d37597,no_churn,0.12322355,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Female,31,No,No,Unemployed,Suburban,College,1671861600
43,Yes,Yes,Fiber optic,In_Store_Support,One year,<50hrs,Active,0ce15e8f-f086-47a1-84c8-05ca5853a638,churn,0.3446884,1,churn,0.0934544664793611,-0.0014213874869165,0.0803317806483937,0.181604385896844,0.0629489657561134,-0.0436000611155031,0.158116179126018,0.109539528232108,Male,57,No,Yes,Unemployed,Rural,High School or Below,1671861600
53,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,9c1acf85-a866-48d4-91d1-6e1a2fb4c024,no_churn,0.1486243,0,no_churn,0.0207877791644386,-0.003823816142376,0.0632250814465078,-0.0072660072961389,0.0165778748821503,-0.160365722332335,0.0110081529341641,0.0708305067944093,Male,47,No,No,Unemployed,Suburban,High School or Below,1671861600
71,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,2c6dc971-b6ef-4059-aa40-def6aaa3bd0e,no_churn,0.030244425,0,no_churn,-0.11877956042807,-0.0029685730377968,-0.0798235688445311,0.0113748825575385,0.0128703715971823,-0.105235305835149,0.019821994026638,0.0368802758132005,Female,70,No,No,Employed,Suburban,College,1671861600
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,002aa856-853a-4aa5-b1d6-c4db64ca46a5,no_churn,0.2571732,0,no_churn,-0.149334415949097,-0.0036193356676449,0.0070793097116347,0.0371516499303925,-0.09057170367254,-0.108848946689272,0.0182632045354876,0.0208540856999025,Male,46,No,No,Unemployed,Suburban,College,1671861600
58,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,49311a62-e622-4ed2-aed4-ef0b3aae4dde,no_churn,0.13265356,0,no_churn,0.068177955342162,-0.0004659111223372,0.0954113035294904,0.127360199056002,0.10769262209169,-0.0657473522408872,0.137456919801734,0.121088116657156,Male,29,Yes,No,Unemployed,Rural,College,1671861600
52,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,93917992-f73a-4589-8f49-700d00b713a7,churn,0.18867368,1,churn,-0.0640324545458042,-0.0013772799153957,0.0339849322333975,0.0305955584694038,0.0005080089371676,-0.217073768604314,0.0064362181883734,0.0552659669297645,Male,38,No,Yes,Unemployed,Suburban,College,1671861600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,afe8b715-b30d-4a94-8a92-d54fbe7b9c2b,no_churn,0.033561718,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,78,Yes,Yes,Employed,Suburban,College,1671861600
14,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,9e93f971-2c38-4d8b-909d-bd568cd4e935,no_churn,0.3885585,0,no_churn,-0.0509190334755021,-0.0088266314407974,0.0466062914784106,0.0287875744390476,-0.135554755363332,0.0631197725740139,-0.0285959493950667,-0.0305920086027163,Female,21,Yes,Yes,Employed,Suburban,College,1671861600
33,Yes,No,Fiber optic,Phone_Support,Two year,0hrs,Disabled,651f8f26-5976-4b2e-a67a-564300796b68,no_churn,0.01847096,0,no_churn,0.02404117681147,-0.0015793697367553,-0.0100687023366117,0.0886447386965846,0.0260046295274787,-0.139266308285551,-0.0089113552823619,-0.0078909607519926,Male,45,Yes,Yes,Unemployed,Suburban,High School or Below,1671861600
70,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,c27a677e-10b5-41ea-841c-9e74774f69db,churn,0.052957267,0,no_churn,-0.0658988762001536,-0.0025597154328715,-0.077799957671641,0.042890955400926,0.003674034167443,-0.0898645235184994,-0.0080907873875366,-0.0057106137875507,Male,72,Yes,Yes,Medical Leave,Urban,College,1671861600
51,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,d34987ba-4b09-4651-ae0b-4db544d3f357,no_churn,0.31506872,0,no_churn,-0.154631631409079,-0.0047631696556982,0.039472660270776,0.0448414611746011,-0.167605510730386,0.0343908764484285,-0.0280030319038087,-0.0170611380667196,Female,49,No,Yes,Employed,Suburban,High School or Below,1671861600
71,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,54257a85-5da6-436f-9e9d-dc85483e9e18,no_churn,0.010685528,0,no_churn,-0.108519640022405,-0.0029987869020624,-0.0226174027381193,0.0273296895151634,-0.0188597769741818,-0.10710047457791,-0.0081359621384217,-0.0114571323824748,Female,67,No,Yes,Employed,Suburban,College,1671861600
23,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,11be666b-0c23-4a38-abfb-7755196ee417,no_churn,0.16760652,0,no_churn,-0.127401750518166,-0.0061583630693348,-0.124372684931877,0.0376875573699362,-0.0437164522892999,0.0413047816276139,-0.0178792241317751,-0.0158114432554066,Female,55,No,No,Unemployed,Suburban,High School or Below,1671861600
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b3b23540-15f4-4300-9aed-e7ad17d4fb74,no_churn,0.2115201,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,77,No,Yes,Disabled,Suburban,High School or Below,1671861600
2,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,986dfc22-9165-4600-b361-c5d3979e791e,churn,0.7860876,1,churn,0.216638092922317,0.0007261664470206,-0.0273580193712496,-0.0389034483546311,0.0508614112418399,0.151906687209894,0.12040401843482,0.108865606146737,Female,62,No,Yes,Disabled,Suburban,Bachelor,1671861600
6,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,31e49e7e-d571-47cc-9213-8abb1924456a,no_churn,0.3798344,0,no_churn,0.0912659728601829,-0.0009754991543923,0.0251778196210625,0.0144123126055501,0.0971257751838129,0.105885640872316,0.0668210843725137,0.0745940787442077,Male,68,No,Yes,Employed,Rural,College,1671861600
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,9654ce16-58f2-4475-b392-ad53c3541009,churn,0.5644511,1,churn,0.277682080903196,0.0741037548735141,0.0419157354988453,-0.0092925249390725,-0.0161913869896568,0.176651202432056,0.106743882727145,0.0693611096300946,Female,26,No,No,Unemployed,Rural,College,1671861600
67,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,7d12e620-ebad-4492-8e9b-b9bd4b6fc182,no_churn,0.032877497,0,no_churn,-0.117937321529562,-0.0055261838155638,-0.0182545769085118,-0.0076162677090997,0.0251423786845498,-0.181206029973491,0.0220051887624868,0.0343666622593991,Male,44,No,Yes,Unemployed,Suburban,High School or Below,1671861600
25,No,No phone service,Medium Speed,Phone_Support,One year,<50hrs,Active,75203aa7-e922-4cd1-b24a-3839d2548c82,no_churn,0.09950157,0,no_churn,-0.0065765630833811,-0.0254599203347424,-0.0071114900438033,-0.0360789212744839,0.0701832791744345,-0.115755705984502,0.0239892406150102,0.0697839314898374,Male,38,Yes,Yes,Unemployed,Rural,High School or Below,1671861600
32,Yes,No,Low Speed,Phone_Support,One year,<80hrs,Active,070ba2c6-7a8a-45d5-a3ff-2422073ed5ff,no_churn,0.15514919,0,no_churn,0.0076416919765324,-0.0038051833374993,0.0125224217679442,-0.0073253916471321,0.0714889832656808,-0.106915553023005,0.061683148707707,0.0656837337556498,Female,43,Yes,No,Unemployed,Urban,High School or Below,1671861600
52,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,3e8b36ed-8d6a-4e4a-8113-018b152334f2,no_churn,0.14286597,0,no_churn,0.0371398614577447,-0.0043104124396813,0.0581843931162802,0.0609962628696848,0.10373017534379,-0.111993242088001,0.138156732796024,0.0890700827391628,Male,76,No,Yes,Employed,Rural,Doctor,1671861600
7,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,05d2e1c9-9c1b-4d73-b9b1-2e998da0213a,churn,0.53389335,1,churn,0.143473042291171,-0.0074250004233181,0.0109300925528714,-0.0008253639618169,0.136860094737303,0.113136669146406,0.0615319873575663,0.0512923283433065,Male,69,No,No,Disabled,Suburban,High School or Below,1671861600
2,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,f5c88edc-17d1-4a50-b3da-d13a4c358606,no_churn,0.31073526,0,no_churn,0.186715281683164,-0.0062549377354662,-0.0417596578209986,-0.04694575166724,0.0911877052658746,0.118903991800757,0.0420116711582886,0.10782189573627,Female,51,No,Yes,Employed,Urban,High School or Below,1671861600
66,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,4f4ca2ed-7269-4955-90be-0adff355df2a,no_churn,0.085867375,1,churn,-0.0769296288735131,-0.0013279213491841,0.0058984644874544,0.0029333738289096,-0.0096956379686162,-0.254778863222637,0.032793932180939,0.0520801267143906,Male,56,No,Yes,Unemployed,Urban,College,1671861600
16,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,2f207f46-275a-4251-9a16-fe97c7e4b99b,no_churn,0.28305414,0,no_churn,0.169642748688416,-0.0043761310125046,0.0722389333148385,0.014090074113551,0.174904473176575,0.144816054361463,0.103071728503573,0.0465859782396728,Male,66,No,No,Employed,Suburban,College,1671861600
15,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,f87fa8d8-5184-490c-bf10-bad8c360ce3d,no_churn,0.07709695,0,no_churn,0.003371951193576,-0.0059875096788164,-0.0537184296006171,-0.0160701575871689,0.0340694422101478,-0.167785218295508,0.0074036472910029,0.0448567922654638,Male,50,No,No,Unemployed,Suburban,Doctor,1671861600
59,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,3c3679b4-2377-4523-92ab-18bf6a559904,no_churn,0.3928335,0,no_churn,-0.141855393520248,-0.007600945809645,-0.0075445462012066,-0.0799082554907931,-0.0929467952173581,0.0388089224011037,0.0151607668378756,0.0068600943231217,Male,37,No,No,Employed,Suburban,College,1671861600
1,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,1f1ca5f7-b4f4-47ad-8d24-9383c46743c0,churn,0.6503412,1,churn,0.297678372309879,0.0349397657506597,0.0035659737006153,0.0228507874986462,0.0951752920165654,0.175478460572203,0.0488243279850848,0.0384608723753081,Male,50,No,No,Employed,Urban,Bachelor,1671861600
72,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,dd016e92-700b-4bd3-a10f-d101bfd1a69e,churn,0.33005777,1,churn,-0.0980479575063759,0.002195106313843,-0.0035385853472598,-0.0130007723638664,-0.0508286289281431,-0.137602499132784,0.0117232084361103,0.020073975172454,Male,64,No,Yes,Employed,Rural,Bachelor,1671861600
41,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,e5fe7c16-7a5b-410f-be00-ca637ca47e2f,no_churn,0.0077710333,0,no_churn,-0.0191364037423682,-0.004312642831137,-0.0028801570337418,-0.0532285282368047,-0.0457375514104933,-0.112156373609414,-0.0148960196821826,-0.0166784748553027,Female,40,No,No,Unemployed,Suburban,High School or Below,1671861600
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6f5fc095-6277-4c3c-a892-51bbfb1fc128,no_churn,0.6194323,0,no_churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,52,Yes,No,Employed,Urban,Bachelor,1671861600
46,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,2378a5b7-176d-4232-97e3-d80d87c00644,no_churn,0.030842772,0,no_churn,-0.0821431889505584,-0.0096427395150476,-0.0166647739067775,-0.0365404496041628,-0.0178094097005987,-0.0594217968622706,-0.0181961945263901,-0.0286075990320296,Female,73,No,No,Employed,Rural,High School or Below,1671861600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c70b39dd-5748-4841-8b9a-685131b7b070,no_churn,0.24869087,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,35,No,No,Unemployed,Urban,College,1671861600
60,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a800877e-4fc0-4f0b-9cbc-cd3076d3eef1,no_churn,0.0149794789999999,0,no_churn,-0.0578816938059935,-0.0037228432073425,-0.0139298448820954,-0.024385425403525,0.0062639643991133,-0.121084568284095,-0.0267445160038005,-0.0275412263766156,Female,60,No,No,Unemployed,Suburban,High School or Below,1671861600
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,fb93089f-b02f-4bdf-bb1f-7bace8c8ca23,churn,0.29221398,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,44,No,No,Employed,Suburban,College,1671861600
44,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,f3feb0a0-fb4f-4941-b1c9-ccecfdf4523a,no_churn,0.008835036,0,no_churn,-0.0692144063698015,-0.004276118063899,-0.0147103149167105,-0.0356149456650928,-0.0188959684644487,-0.0934113362098833,-0.016372621638111,-0.0165304413251124,Female,20,No,No,Unemployed,Suburban,High School or Below,1671861600
66,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,375f334c-7e6c-43d4-ba67-7e0b9d9e8dc8,no_churn,0.004695642,0,no_churn,0.00017995304559,-0.0019396993458758,0.0287582223421668,-0.0145111262208047,-0.0179087478313522,-0.167711543775131,-0.021700766055128,-0.0155257765970418,Male,56,Yes,No,Medical Leave,Urban,High School or Below,1671861600
52,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,4cf16968-27be-4db3-b807-d2e0ade336ae,no_churn,0.018848361,0,no_churn,-0.0627444272883076,-0.0033100902972,-0.011598054291544,-0.0209867781647517,-0.0273816982355947,-0.0659582104227774,-0.0272935137901913,-0.0497533803905298,Male,32,No,No,Unemployed,Urban,College,1671861600
25,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,43f3e70b-61b1-4034-81eb-f409a9f8112f,no_churn,0.07329486,0,no_churn,-0.0320774311587229,-0.0074688304321716,-0.0257682126905456,-0.0415901715718609,0.0044087154716544,-0.0871161382715036,-0.0377487734027272,-0.0416653108514219,Female,49,Yes,Yes,Unemployed,Urban,College,1671861600
35,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6a49e352-cc06-42f7-9bd9-a4e6b57ad12d,no_churn,0.054264594,0,no_churn,-0.114374366904667,-0.0085161041517858,-0.0462580126352622,-0.0583777322320747,-0.0239007357912305,0.0338011742095477,-0.0300787138926352,-0.0159883269910824,Male,22,No,Yes,Unemployed,Suburban,High School or Below,1671861600
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,094f03f1-afa0-4cda-9443-4aafb7695038,no_churn,0.15288581,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Female,32,No,No,Employed,Suburban,College,1671861600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eb45c78b-7600-48b9-9e6b-27e55cba9dba,no_churn,0.10523576,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,80,Yes,Yes,Employed,Suburban,Master,1671861600
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cf6fb5de-c00a-4cdf-b01d-0f14ed1b5ac9,no_churn,0.06440206,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,80,Yes,No,Employed,Rural,Bachelor,1671861600
27,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,ca6f13e6-5607-4718-96d0-c0b5550d778d,no_churn,0.016035857,0,no_churn,-0.0896494636638453,-0.0041049536474747,-0.013601868595997,-0.0322100675175988,-0.0334992249684728,-0.0533599995314853,-0.0187172710900995,-0.0238833016843773,Male,63,No,Yes,Employed,Urban,High School or Below,1671861600
24,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,19a1b43b-4721-49d2-84fb-601ea3625ce1,churn,0.18896772,1,churn,-0.123277576174469,-0.0079211679092259,-0.0407737789858583,-0.0241490260467071,-0.0435980423562978,0.0297547843824395,-0.0328542890896187,-0.0262070555709397,Male,41,No,Yes,Employed,Suburban,Bachelor,1671861600
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,0e18c936-3435-4414-917e-95f298077e81,no_churn,0.004395432,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Female,30,No,No,Employed,Urban,College,1671861600
13,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,0dc71f7f-75b2-46c0-a9a4-b8ee5768f655,no_churn,0.03086034,0,no_churn,-0.0213662684077189,-0.0072189627292391,-0.0297941457254273,-0.0403144696515846,0.0027201312639135,-0.0932726233223638,-0.0378974524607656,-0.0418823620168677,Male,44,Yes,Yes,Unemployed,Suburban,College,1671861600
67,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,3d519bc6-e280-43b1-9998-7f71837eedfd,no_churn,0.006504091,0,no_churn,-0.0459363112333539,-0.0032666339248316,-0.0173091190155537,-0.0210869099903357,-0.0174795516080212,-0.131319315578976,-0.0147665836543001,-0.0178617274351199,Female,55,No,Yes,Employed,Rural,High School or Below,1671861600
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e8a1f28a-70a0-4731-9f22-b43c049d2b56,no_churn,0.15659776,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,79,No,No,Unemployed,Suburban,High School or Below,1671861600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5b937ffb-7621-4457-bab0-ac881e8d0f58,no_churn,0.1339748,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,36,No,No,Employed,Suburban,College,1671861600
56,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,96ca3073-f8d0-4d75-8d98-82a3f8ee07e0,no_churn,0.012078841,0,no_churn,-0.0171225562495419,-0.0030612429416942,0.0018845420928846,-0.056905052242073,0.0191865562814382,-0.130813404847777,-0.0356935214094301,-0.0465014731460178,Male,76,No,Yes,Employed,Suburban,College,1671861600
35,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2efb0388-8951-4f1d-985c-6750863fa706,no_churn,0.23958619,0,no_churn,-0.0646853552244374,-0.0066175471039377,0.0122466670641597,-0.092795147798979,-0.0599035086038429,0.0412202619920754,-0.0286621695522626,-0.0406626844035417,Female,28,No,No,Employed,Rural,Bachelor,1671861600
29,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,0e7772a6-4690-4e63-987b-bc3a76630349,no_churn,0.016964972,0,no_churn,-0.0597067392723693,-0.0044944050712001,-0.0177956081321553,-0.041808878912052,-0.0237621022360326,-0.0783827614672009,-0.0198741564058582,-0.0232015016472087,Male,67,No,No,Employed,Suburban,High School or Below,1671861600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f100c962-4303-4222-9f9b-6b647dc6c793,no_churn,0.20264061,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,40,No,No,Employed,Suburban,Bachelor,1671861600
27,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,87a6bc97-1eb4-441e-8417-62775a2e62e8,no_churn,0.006893208,0,no_churn,-0.0377952251384704,-0.00555702157837,-0.0168210337076197,-0.0291624744237924,0.0122191702724921,-0.103162785482782,-0.0418257849225119,-0.0469209979337574,Female,57,No,Yes,Employed,Rural,College,1671861600
13,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,25b205b9-19e2-49d1-baae-e9a03736246e,no_churn,0.10779749,0,no_churn,-0.0223668328954408,-0.0068202292076603,-0.0311324348643302,-0.0380950325138837,-0.0277047287854929,-0.0769486298771426,-0.0288049642193618,-0.0371533000147246,Male,71,No,No,Employed,Suburban,High School or Below,1671861600
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b109b76d-95f8-4151-8cf4-593721884a4f,no_churn,0.5588951,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,42,Yes,No,Unemployed,Suburban,High School or Below,1671861600
26,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a3021c1c-75a6-4308-a02d-a8b85af8067f,no_churn,0.034546737,0,no_churn,-0.103933671572777,-0.0131258639021689,-0.106142513515388,-0.0210662136092287,-0.0244938947665468,0.036661840175202,-0.0234303731971431,-0.0134954607977124,Male,25,No,No,Unemployed,Suburban,College,1671861600
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,91bcafff-8185-40a7-ac47-dfff5ef7b736,no_churn,0.17417553,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Female,30,No,Yes,Employed,Suburban,College,1671861600
10,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c23a2162-7014-4f25-ad05-bb5eda98c080,no_churn,0.25317395,0,no_churn,0.0964009781963614,-0.005156600180353,0.0775941490279046,0.0200049516075296,0.0775680783793086,0.104852739568987,-0.05480745319599,-0.0599274391413155,Female,25,No,No,Employed,Rural,Bachelor,1671861600
70,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,72ce6ba1-64a7-4f23-832e-ffa67ce8a24d,no_churn,0.0050541563,0,no_churn,-0.0668312413055264,-0.0035685343446493,-0.0188860915927853,-0.015845690412716,0.0013109211377377,-0.12253759068014,-0.0178053975440252,-0.0248625288927542,Male,28,No,No,Employed,Suburban,College,1671861600
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b2b537fb-77d8-4ece-9a6e-73ca2d7e9e94,churn,0.7472258,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,54,No,No,Employed,Suburban,College,1671861600
62,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,7e8bc1d3-cab0-4113-a73b-f7a00370d035,no_churn,0.014696652,0,no_churn,-0.0672048110394553,-0.0026243463282935,-0.0110997631119516,-0.0127285460422353,0.0051878579847107,-0.0729018977190662,-0.0384117376842459,-0.069242908098704,Male,75,No,Yes,Unemployed,Suburban,College,1671861600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,768b41bb-645b-4b55-ae8a-98ee44b00e5b,no_churn,0.2831284,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,50,Yes,No,Disabled,Suburban,Bachelor,1671861600
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,3a2a9396-c71d-40a0-be07-3fe0fbe425e0,no_churn,0.0021684347,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,34,No,No,Employed,Urban,Bachelor,1671861600
22,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c7a27228-3784-41a0-a86b-552cf6582d7e,no_churn,0.07019368,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Male,40,No,No,Unemployed,Suburban,Bachelor,1671861600
61,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,93fee624-d0f0-482a-bd93-d26029ed6fc8,no_churn,0.0133240639999999,0,no_churn,-0.0407292784255969,-0.0061183578070449,-0.0091320584886489,-0.0354881349697734,-0.0128980738402242,-0.108317516098168,-0.0191278485092607,-0.017214882320959,Male,21,No,Yes,Disabled,Suburban,Bachelor,1671861600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8705e865-0280-438b-8a60-2fece9b192be,no_churn,0.1908868,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,23,No,Yes,Unemployed,Rural,College,1671861600
29,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,68f6ec9e-72d7-40d9-8692-b78f9ebacea8,no_churn,0.0106329145,0,no_churn,-0.0269740375732453,-0.0033767775233718,-0.0064627335796831,-0.0367916621101903,0.0233077132928065,-0.135429560794037,-0.0331143742194399,-0.0501847210390587,Female,25,Yes,No,Employed,Suburban,High School or Below,1671861600
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d895f939-50a2-4bee-add1-27765aed6661,no_churn,0.15399219,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Male,44,No,No,Medical Leave,Suburban,High School or Below,1671861600
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1989f37a-ad81-4798-8a1a-5d29305dd776,no_churn,0.09503411,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,64,No,No,Employed,Urban,Bachelor,1671861600
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,60889334-2fb0-4d1e-af4f-2f977eb832f3,no_churn,0.48671505,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Male,31,No,Yes,Unemployed,Suburban,College,1671861600
37,No,No phone service,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,e2442005-da59-4b14-9357-1d8b0294a43e,no_churn,0.024579484,0,no_churn,-0.0268909391153283,0.0493830790339598,0.0184788582698092,-0.010559761625409,0.0268509222288048,-0.250194151780179,-0.0122259174201917,-0.0238682415866242,Male,56,Yes,Yes,Employed,Rural,High School or Below,1671861600
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,78293e38-7b66-4d22-9cd3-16e640c3952a,no_churn,0.0109775895,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Male,65,No,No,Employed,Rural,College,1671861600
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,84f02b25-5f9a-4638-bb52-f295586e1ace,churn,0.53027076,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,80,No,No,Medical Leave,Suburban,Bachelor,1671861600
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2a0f4b4-a270-423e-882c-1b581ee0291d,churn,0.59443134,1,churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Female,66,No,Yes,Employed,Urban,Doctor,1671861600
61,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,e56ac270-6d9d-4396-853d-69c47888c6f7,no_churn,0.009488504,0,no_churn,-0.0621762299046713,-0.0036178432073756,-0.0117798405910798,-0.0255590422222394,0.0027043371727631,-0.116643302051752,-0.0259198748376002,-0.0260343579508116,Female,36,No,Yes,Employed,Suburban,Bachelor,1671861600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4202f8cb-fa29-424f-a851-8e5614755f06,churn,0.66527146,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,51,No,No,Employed,Rural,Bachelor,1671861600
5,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,17c05948-f29d-4add-b353-b13e65b32f8c,no_churn,0.05975533,0,no_churn,0.047021445718874,-0.0047582019865876,-0.0286834088797513,-0.019236294462571,0.0129480304964636,-0.183148024951324,-0.0385092131589772,-0.0421604861853393,Female,60,No,Yes,Employed,Suburban,College,1671861600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3cf4f791-a495-4128-95e4-6340cc8f42c2,no_churn,0.111065745,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,52,No,Yes,Unemployed,Rural,High School or Below,1671861600
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,86f30d6f-4a1e-4fe0-8d89-a3f2f3bb20f6,no_churn,0.02567128,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,46,No,Yes,Employed,Suburban,College,1671861600
21,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,4564d30b-2b92-4d84-9e4a-6916f9a674a5,no_churn,0.039592523,0,no_churn,-0.0255488389125457,-0.0049294715286305,-0.0375730656489395,-0.0240155236808823,-0.0080264881360471,-0.0925221816181783,-0.0391515866049394,-0.0372589970703938,Female,37,No,No,Employed,Rural,Bachelor,1671861600
42,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2683036e-b2a4-434a-9327-d9ec3438f0e6,no_churn,0.0072305487,0,no_churn,-0.0102152752565962,-0.0041248074793656,-0.0156308292196263,-0.0554200429514821,0.0122718146081206,-0.133135727532699,-0.0241094939160029,-0.0386617915277383,Male,70,Yes,No,Employed,Urban,College,1671861600
17,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cfb1052c-f7d4-49df-8b47-163f12e2c52a,churn,0.08010419,1,churn,0.0504782019115282,-0.0039830150897614,-0.006386243849829,-0.215926971138069,0.0342781460533296,0.0651137049575118,-0.0253081184435905,-0.0539585221262768,Female,69,Yes,No,Employed,Suburban,Bachelor,1671861600
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,faa03194-a542-4938-9b2d-a35af7e7bd54,no_churn,0.0022029055,0,no_churn,-0.0885462924281546,-0.0038519305010595,-0.0007920068514704,-0.0275886871904094,0.0030778035408002,-0.108255916200947,-0.0167070705667265,-0.0263620522360906,Male,33,No,Yes,Unemployed,Suburban,College,1671861600
61,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,d14ff434-e723-4c3a-b66c-a3938f32125e,no_churn,0.024456987,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Male,57,No,Yes,Employed,Suburban,College,1671861600
39,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,377ec587-a8b0-4a97-b24d-a768d12a9541,no_churn,0.1639661,0,no_churn,-0.0498519559605574,-0.0197305682706428,-0.0621642390847864,-0.120504827666382,-0.0328957071172499,0.049537242613087,-0.013771141886591,-0.019644951956161,Female,20,No,Yes,Disabled,Urban,Bachelor,1671861600
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8bf53f1f-e93b-4e23-af8d-812080f18828,no_churn,0.2785494,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,72,No,No,Unemployed,Urban,College,1671861600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b7e97642-877e-4c36-b879-1e1ebe2faf0a,no_churn,0.08506107,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,67,No,Yes,Employed,Suburban,College,1671861600
48,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,7ca1f311-fee7-4541-ab63-2d1f360da11b,no_churn,0.0109800019999999,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Male,59,No,Yes,Employed,Suburban,Bachelor,1671861600
46,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,75cc7f42-3839-4d87-a9d5-fba39c18edc6,no_churn,0.008676273,0,no_churn,-0.0668552750652452,-0.0049547580992657,-0.0107741545252065,-0.0298207326617557,0.0055646010408054,-0.0905397724771137,-0.0316478524975536,-0.039998207696226,Female,73,No,No,Employed,Suburban,High School or Below,1671861600
41,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,44757620-35c1-4cfc-a8d7-f3e9d9d67ddc,no_churn,0.19233926,0,no_churn,-0.0450521889398623,-0.0135171447495667,0.0537570905850407,0.0144456764820643,0.0865602591714014,0.091326505342522,-0.0344456144973082,-0.0201423992210766,Male,51,Yes,No,Unemployed,Suburban,College,1671861600
67,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,d790523a-9262-4f75-826b-9706a6b80049,no_churn,0.03543032,0,no_churn,-0.0619213286940521,-0.0043020469376097,-0.0333824654708951,-0.0255231070798799,0.0052231983873116,-0.0946545768638043,-0.0222269896844591,-0.0289055040403127,Female,61,Yes,Yes,Employed,Rural,College,1671861600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,11288846-b7f0-4c14-b551-e858b5e684d2,churn,0.32883453,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,73,No,No,Retired,Urban,Master,1671861600
55,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,abf11ad1-2ef6-478c-9c24-4acd822cdbe3,no_churn,0.013340454,0,no_churn,-0.0207592437890161,-0.0031633233573484,-0.0098395274080303,0.0004599660754502,0.002109227440269,-0.118273080286326,-0.0251374944685267,-0.0500893432264638,Female,73,No,Yes,Unemployed,Suburban,Bachelor,1671861600
18,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,70e7b488-466a-45e2-9745-b4a7f74ecb37,no_churn,0.026660036,0,no_churn,-0.0482578482973804,-0.0087115444772643,-0.0259047975037174,-0.0191188090043397,-0.0055696549233834,-0.0767143863456476,-0.0373316001249986,-0.0474175122778979,Female,80,No,No,Employed,Suburban,Bachelor,1671861600
23,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,64b02e00-9726-41d6-b416-8a445be202ab,no_churn,0.008171728,0,no_churn,-0.0235628600566815,-0.0047285397356063,0.0292040979480225,-0.0151896653990661,-0.00450860087838,-0.185363408017292,-0.029641499748086,-0.0352356756733206,Female,67,Yes,No,Medical Leave,Urban,Bachelor,1671861600
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,922ddf46-e6af-43ac-9fa2-94001c760ecd,no_churn,0.13094772,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Male,23,No,Yes,Retired,Suburban,High School or Below,1671861600
6,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,ce874369-a312-4ce9-bbe1-8e606338a309,no_churn,0.008817442,0,no_churn,0.008557239394795,-0.0033879836906999,-0.0080373319482168,-0.0225338228476357,0.009849594468942,-0.185958406208756,-0.0345629477539841,-0.0329524943381693,Female,32,Yes,Yes,Employed,Urban,College,1671861600
13,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,d87f80ce-2b85-4db7-963b-fc8356813902,no_churn,0.026754266,0,no_churn,-0.0213662684077189,-0.0072189627292391,-0.0297941457254273,-0.0403144696515846,0.0027201312639135,-0.0932726233223638,-0.0378974524607656,-0.0418823620168677,Male,33,No,Yes,Retired,Rural,Bachelor,1671861600
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,56569d11-1bf0-4feb-b20b-30c6bbbf8f97,churn,0.31716898,1,churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Male,30,Yes,Yes,Employed,Urban,High School or Below,1671861600
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d725e3a4-671c-4b10-9600-a8df89ebdcff,no_churn,0.11664492,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,77,Yes,No,Disabled,Rural,Bachelor,1671861600
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c83ba7d-c55c-41c3-9c3c-c834ae339386,churn,0.30501375,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,29,No,Yes,Employed,Suburban,College,1671861600
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,2a170605-1026-4646-8482-f1e4957d5cf0,churn,0.6422817,1,churn,0.135760634367221,-0.0050663673784765,0.129625024643697,-0.0178515324959789,0.107499446334014,0.125791990131311,0.12465380235406,0.1255608560787,Male,59,No,No,Unemployed,Suburban,Bachelor,1671861600
38,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,cbedd159-76d6-420a-a994-d90e73344d37,no_churn,0.3620102,0,no_churn,-0.114905278525966,-0.0039604352744026,0.0804362486742047,-0.0555884025877821,-0.041492554828128,0.106953811464609,0.114125513436793,0.0345716178156089,Female,73,No,Yes,Employed,Suburban,High School or Below,1671861600
56,Yes,No,Low Speed,Web_Chat_Support,One year,100hrs+,Active,fd511945-ed60-424b-bc5b-b1704b859111,churn,0.2947652,0,no_churn,-0.0972379545853436,-0.0028323030761748,-0.024747823557409,-0.051214520377689,0.0321752709518841,-0.144917336290182,-0.001056555217965,0.0358050710181851,Male,57,No,No,Employed,Suburban,High School or Below,1671861600
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,57a8cd50-d44b-4d83-bcc4-8dbb33b81ce6,churn,0.47093886,1,churn,-0.0092629024384859,-0.0016727387876562,0.0568996082585454,0.0071343934738069,0.115729404890208,0.0935810950560153,0.0685791453464844,0.0379263301562423,Male,40,No,No,Employed,Urban,Bachelor,1671861600
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,b3eab5f5-1faa-4b46-9494-e04002d2dd93,churn,0.84446263,1,churn,0.190712611717022,-0.0061789109716119,0.0461398449144553,-0.0119633691619219,0.040986061143958,0.15243770190782,0.0970741123061634,0.111765798007891,Female,59,Yes,No,Unemployed,Rural,Bachelor,1671861600
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e9161975-071b-4f5e-835a-9b7ea9e5796b,churn,0.7093657,1,churn,0.102924305305523,-0.0030194169171591,0.0495083695876428,0.064617694501303,0.095282654778066,0.147100008286143,0.128888509181566,0.127338398287488,Female,45,Yes,Yes,Employed,Suburban,Bachelor,1671861600
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,6b820572-1e93-4785-b73d-208d14964e92,no_churn,0.24171288,0,no_churn,-0.153331870305337,-0.0037618404345812,0.0180336861627165,0.0471271084097861,0.0852190787972904,0.0842694827609011,0.015370742320938,0.0468530220933371,Male,24,No,No,Unemployed,Suburban,College,1671861600
10,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c1b8abe6-0995-4406-a5e9-4cf8516f41be,churn,0.5995222,1,churn,0.160707403774832,-0.0017758154127477,0.141824233587813,-0.0027399499459534,0.103550465232611,0.148254244959408,0.076094754959613,0.105058516929703,Female,76,No,No,Unemployed,Rural,High School or Below,1671861600
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e0b0a195-71ab-4c01-a99a-8d5bcaad9fbc,churn,0.88269573,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Male,43,No,No,Unemployed,Suburban,Master,1671861600
20,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,92b2cf21-a8d4-4e0c-ad95-672f7d1878e8,no_churn,0.4509721,0,no_churn,-0.0387614141258563,-0.0058270662796348,-0.094377495985118,-0.106738565177202,0.0847122624367693,0.0701394704147423,0.0457909482718059,0.0967023742465608,Male,54,No,Yes,Unemployed,Suburban,Bachelor,1671861600
71,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,f5a44836-7b69-42b6-9fec-3816eb4bbc4d,no_churn,0.18047483,0,no_churn,-0.133168339714575,-0.0019133746442639,-0.0186862034897694,-0.0499144691762103,0.0274545051276254,-0.100875866663891,0.045492794238853,0.0625848031952773,Female,65,No,No,Employed,Urban,College,1671861600
31,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,9007b282-6b4e-472e-b73f-8c0611472f99,no_churn,0.54650104,0,no_churn,-0.0104245878970141,-0.0055655417468551,-0.0565429678626242,0.0945327614429334,0.119147865679079,0.0983473678530936,0.0578100339678712,0.0527403480247448,Female,46,No,No,Employed,Suburban,College,1671861600
31,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,7cf94cac-3031-4fba-8a59-ef5d5d101964,no_churn,0.25639778,0,no_churn,-0.0773929472718191,-0.0027375087159452,-0.116500180785006,0.0005490079384981,-0.0313743650120886,-0.0762403263799933,0.0288812402477742,0.0457889287432408,Female,32,Yes,Yes,Employed,Urban,Bachelor,1671861600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,db26bd62-fd20-4535-9698-cedcb0a2baa1,churn,0.8511619,1,churn,0.262688007375191,-0.0042379035682279,0.0304696759543094,0.0449221458324609,0.0925813345908682,0.128502794138312,0.100423914276071,0.0756238844785548,Female,67,Yes,Yes,Employed,Suburban,College,1671861600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7fec2cdf-5076-4ccf-bdbe-e442eb27c27a,no_churn,0.60947925,0,no_churn,0.0802101805175789,-0.0044789411211422,0.0660933616369857,1.64468288767239e-05,0.0864066068563261,0.117119096057504,0.0572969332040429,0.0348657274122342,Female,26,No,Yes,Employed,Suburban,High School or Below,1671861600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ad199a7e-0d4d-454f-9089-026b726bfe55,no_churn,0.5793118,0,no_churn,0.018078500564643,-0.0055147805858723,-0.0787360343610635,-0.0587720880993219,-0.0219768009316248,0.0540853694820361,0.019398791442818,0.0419108936260818,Male,54,Yes,Yes,Employed,Rural,College,1671861600
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,fb05cef2-75b7-4d1d-a0dd-51bce6f31e74,no_churn,0.5766377,0,no_churn,-0.16854579119612,-0.0033163069699912,0.0345276653530254,-0.0471077410102316,-0.048090519585985,0.0578596230848779,-0.0496220706554049,0.0193570094265123,Male,69,No,No,Unemployed,Suburban,Bachelor,1671861600
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,190a913e-1ce4-48a5-a1cb-99a1675959d3,no_churn,0.652108,0,no_churn,-0.0701670906476192,-0.0019072406348641,-0.0105081143197185,-0.0217050801006553,-0.0119013186434767,0.0943756709592344,0.0240496528738458,0.061284986672581,Female,54,Yes,No,Employed,Rural,Bachelor,1671861600
72,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,38c2031f-afe6-4b0f-a845-492e17d7c627,no_churn,0.17195027,0,no_churn,-0.225409914175775,-0.0040326551814723,-0.0232490265768296,-0.0532890834565432,-0.0143316489590733,0.0402584414813259,-0.018106304670091,0.039134039605924,Female,80,No,Yes,Employed,Urban,High School or Below,1671861600
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,ba3f4e17-f8b9-4179-bb01-b98a904ab177,churn,0.40956664,1,churn,0.0465151132037681,-0.0020761108560691,0.144700961064655,0.11194520335921,0.0268065050690165,0.135025740191122,0.128703363863979,0.079353087322197,Female,51,Yes,No,Employed,Suburban,College,1671861600
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a3a207f4-027f-492d-a154-526388364318,no_churn,0.69549227,0,no_churn,0.0593982776080974,-0.0024003367141813,0.0683279208956537,0.0123667112077782,0.0722319181668717,0.0793849755988867,0.0540500015440557,0.0493643885742858,Male,74,No,Yes,Employed,Suburban,College,1671861600
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7f576b42-81a0-4b82-b940-03cc422918d0,churn,0.6591141,1,churn,0.144830386683298,-0.0040514498605352,0.115108480650651,0.0215906953494868,0.119262710945086,0.145603476665683,0.0992276846251024,0.0744018757234334,Male,69,Yes,Yes,Medical Leave,Suburban,Bachelor,1671861600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,aa87681a-8be8-4c2b-8c7e-aae7f2e7ebae,no_churn,0.54556257,0,no_churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Male,66,No,Yes,Employed,Suburban,Doctor,1671861600
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,55cb31da-40d3-4afc-a9d2-f6e212d9b565,churn,0.1477776,0,no_churn,-0.0894650204574009,-0.001677106756797,0.0172317746244061,-0.050880570009167,-0.0412896031053514,-0.105865362018376,0.0347038753813103,0.0382158602880554,Male,65,No,No,Unemployed,Suburban,High School or Below,1671861600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,e8847568-d106-4741-a703-c3050fa3160f,no_churn,0.08218684,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,77,No,Yes,Unemployed,Rural,Doctor,1671861600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e806bfc0-ffb5-423d-94e3-8090fc07c6f3,no_churn,0.5711695,0,no_churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Female,42,No,Yes,Unemployed,Urban,Bachelor,1671861600
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8b40b82a-ad9b-4634-894e-21b4969ac19b,no_churn,0.39240205,0,no_churn,-0.0442273047195976,-0.0020008695254,-0.0534776920915283,0.0499985741033924,0.0380153906167834,0.0447249848944011,0.0410927310829538,0.0146575641224262,Male,78,Yes,No,Medical Leave,Suburban,High School or Below,1671861600
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b9d8149f-0d40-4a5f-bb99-3ea28ca8cf55,no_churn,0.58717775,0,no_churn,0.076723492957617,-0.0029188398023143,0.0755089613447216,0.0377046769913431,0.051634692137386,0.12604204299214,0.0695228750000023,0.0471091285016882,Male,26,No,Yes,Employed,Suburban,College,1671861600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b5b573dc-6efa-4176-9032-9465b326c4fd,churn,0.3697365,1,churn,0.212418583823392,-0.0029077581879391,-0.0148756246434732,0.135277356066545,0.0499247837607617,0.141969954456035,0.123748347491855,0.0754182173422123,Female,25,No,Yes,Employed,Rural,High School or Below,1671861600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d302e57e-ec0b-4c81-80e0-54088e986433,no_churn,0.47846597,0,no_churn,-0.0239936453254904,-0.0052059029932752,-0.0357976944763686,0.0012837785962801,0.0825425236527735,0.080541608974363,0.0368938102386346,0.0523760419206155,Female,58,No,No,Employed,Rural,College,1671861600
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,749633b5-cfe3-4c01-9e1e-3fd509411bd6,churn,0.4794533,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,66,Yes,No,Unemployed,Suburban,College,1671861600
47,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,688dabe8-5b19-4054-8f4c-ead398e0aa37,no_churn,0.16523856,0,no_churn,-0.0310690185572138,-0.0070201441366134,0.0119760129338146,0.0491254774664957,-0.0039495730455064,-0.21062114844709,-0.0190660330670471,-0.0584017243275684,Female,49,No,Yes,Employed,Urban,College,1671861600
52,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,19f600c0-76d1-4970-a571-d04b4d147a03,no_churn,0.08668923,0,no_churn,-0.0784319948377924,-0.0054392139239644,-0.0105323460516592,0.0378751330657905,0.0076362882343528,-0.187917897523012,-0.0144473527388981,-0.0177687662552489,Male,26,No,Yes,Medical Leave,Suburban,College,1671861600
29,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1fb71638-e1e7-4609-b809-c08ee86677d3,no_churn,0.30388346,0,no_churn,0.0147026525069486,-0.0077926973222383,-0.0157114199853094,0.121006021900739,0.0547784076487187,0.105027340709803,-0.0002487947653753,0.0100972695501332,Male,32,No,Yes,Employed,Rural,Bachelor,1671861600
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a69a57ed-93ad-46f0-adf5-cd0c612fb9cb,no_churn,0.2177443,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Female,33,No,Yes,Employed,Urban,High School or Below,1671861600
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b096023c-a6df-4bc5-b806-358eb3759b90,no_churn,0.36885256,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,23,No,No,Employed,Rural,High School or Below,1671861600
60,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,ce17f76b-eacc-456d-bfa0-730707de8ed2,churn,0.14346085,1,churn,0.0611024172160978,-0.0002995171330439,0.0544326359323531,0.123240779665211,0.0726773400095953,0.0362330163170554,0.0005319373832935,0.0130552426582289,Female,67,No,Yes,Unemployed,Suburban,College,1671861600
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ca7c6aa-3ed0-4e30-b6a6-77e70d0e506a,churn,0.7321216,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,69,Yes,No,Employed,Suburban,College,1671861600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,23f76d3d-09c3-4d53-ae6f-d180a78abc76,no_churn,0.69418466,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,42,Yes,No,Employed,Suburban,Bachelor,1671861600
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,edb40f68-7b48-480d-8dad-a87825aff283,no_churn,0.46008912,0,no_churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Female,62,No,No,Employed,Suburban,Bachelor,1671861600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,277cfac5-5807-47c3-a570-b90623ae4453,churn,0.85786307,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,51,No,Yes,Disabled,Suburban,High School or Below,1671861600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,d0f354be-75cd-405b-91d3-d14e1f376273,no_churn,0.011381077,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,80,No,No,Employed,Urban,College,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b4e308a-c4fb-4215-bdce-c781aa1bed5b,churn,0.8189327,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,72,Yes,No,Unemployed,Urban,College,1671861600
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab51f634-8fc7-4b09-b7e9-aee5f38df8c3,no_churn,0.19365053,0,no_churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Female,59,Yes,No,Employed,Urban,Master,1671861600
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3910f2eb-0d2f-432e-b54b-eaebbefa23fe,churn,0.6938055,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,40,No,Yes,Employed,Rural,College,1671861600
47,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,57121f86-9c86-4e82-8de5-9c8c961d7f57,churn,0.3476724,1,churn,0.0314060639045601,-0.0018522398457207,-0.0365411131369364,0.141934920779204,0.0849953362247288,0.0989325645273129,-0.009532979833566,-0.0254163160608186,Male,70,No,No,Unemployed,Suburban,Bachelor,1671861600
54,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9313f93f-8e6a-4025-a43c-172a2a36709e,no_churn,0.09220083,0,no_churn,-0.199179086415606,-0.0050368483693455,-0.0695477436619512,0.021641280250551,0.0175299410984735,0.0288707041569432,-0.0265443772609978,-0.026760019244557,Male,39,No,No,Employed,Suburban,College,1671861600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,741a6671-bca0-43fc-853b-2ae677e1a8b8,no_churn,0.56381524,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,67,No,Yes,Unemployed,Suburban,Bachelor,1671861600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,86ba1f66-9d4c-4a1f-a517-9dae9b2e17e5,no_churn,0.3526864,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,56,Yes,Yes,Retired,Suburban,High School or Below,1671861600
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,77126722-e01e-4eec-a894-c9c3827a6875,no_churn,0.34571823,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Female,70,Yes,Yes,Unemployed,Rural,College,1671861600
64,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,56b891fe-7c69-4942-b1bc-57d26699adda,no_churn,0.11173393,0,no_churn,-0.121106601863539,-0.0031015553427278,0.008208051108827,0.0256001806356016,-0.0046897652460847,-0.141005944654471,-0.0169285761716946,-0.016001940448732,Female,72,Yes,Yes,Employed,Suburban,Doctor,1671861600
68,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,882b03f5-26e0-4c46-81af-4a12f4babf17,no_churn,0.029238582,0,no_churn,-0.108396058734079,-0.0029917560221474,0.0085565980637738,0.0322951074009415,-0.0080582151035378,-0.140239294639323,-0.0221862983250139,-0.0280062341703705,Female,24,No,Yes,Unemployed,Suburban,High School or Below,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9b50ed73-8ccb-479a-a711-1aba4564a34c,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,65,No,No,Unemployed,Suburban,High School or Below,1671861600
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a1a26ca8-5e94-437c-8caa-06abd82f41c4,no_churn,0.32552665,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,75,No,No,Unemployed,Suburban,Bachelor,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f15f33b3-2fd0-4824-9ed2-f2fb3b9f0f5f,churn,0.8047992,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,79,Yes,No,Employed,Urban,Bachelor,1671861600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,94b76c9e-6260-4b60-b6fc-621bac8f9662,churn,0.81743765,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,59,Yes,No,Employed,Suburban,High School or Below,1671861600
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7afceb06-a36f-4716-9091-7c99a5199855,churn,0.76821953,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,78,Yes,Yes,Employed,Suburban,Master,1671861600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9b4d4bdf-b8a9-4311-9a07-4784febc3110,churn,0.6767246,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,39,No,Yes,Medical Leave,Suburban,High School or Below,1671861600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0548e20d-1e58-4332-a6bc-7b1cadd11662,no_churn,0.6026166,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,50,Yes,No,Unemployed,Rural,College,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,668e82c4-88d6-4883-a4f8-4076ed0fbf7e,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,31,No,Yes,Employed,Rural,Master,1671861600
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4011527c-a4b0-42ab-b69b-9e9df21e8142,no_churn,0.73254955,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,33,Yes,No,Employed,Suburban,High School or Below,1671861600
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c20c3a75-effa-4a5f-a6fd-4bab6fbac8d6,churn,0.48235777,1,churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Female,60,Yes,Yes,Employed,Suburban,Bachelor,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,defe110d-ee99-42e0-a323-e1eb00f4fa2a,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,41,Yes,Yes,Unemployed,Rural,High School or Below,1671861600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,02e93c75-3a11-4d53-9684-1c45cf286765,churn,0.66527146,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,28,No,Yes,Employed,Urban,High School or Below,1671861600
56,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,d9c38fd5-9295-443a-a4e2-6f33021bbc02,no_churn,0.012078841,0,no_churn,-0.0171225562495419,-0.0030612429416942,0.0018845420928846,-0.056905052242073,0.0191865562814382,-0.130813404847777,-0.0356935214094301,-0.0465014731460178,Female,28,Yes,No,Unemployed,Suburban,High School or Below,1671861600
35,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,fb8f8a5f-939d-4306-97f5-c015420b8c51,no_churn,0.061402693,0,no_churn,-0.134025766213508,0.0260875569901509,0.0058762810203279,-0.0226482221537071,-0.0383538234496609,-0.0588744496846993,-0.0199495160963851,-0.0271382121777423,Male,59,No,No,Retired,Suburban,Bachelor,1671861600
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,33e9892b-4ea8-4692-bb39-64268b075ad4,no_churn,0.080517456,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Female,39,Yes,No,Employed,Suburban,High School or Below,1671861600
20,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,06d15b7e-25b5-4686-a581-a4eec9b10346,no_churn,0.4509721,0,no_churn,-0.0387614141258563,-0.0058270662796348,-0.094377495985118,-0.106738565177202,0.0847122624367693,0.0701394704147423,0.0457909482718059,0.0967023742465608,Female,65,No,Yes,Employed,Urban,Bachelor,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,20749488-a5a3-403f-8c4c-7f464e8535d3,churn,0.8047992,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,53,No,Yes,Disabled,Suburban,Master,1671861600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,27da6bbf-d7c5-4cac-a36a-ef2d8d074aba,churn,0.81743765,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,47,Yes,No,Unemployed,Suburban,High School or Below,1671861600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,62ad272c-18b4-4904-9243-4881296265cd,no_churn,0.5793118,0,no_churn,0.018078500564643,-0.0055147805858723,-0.0787360343610635,-0.0587720880993219,-0.0219768009316248,0.0540853694820361,0.019398791442818,0.0419108936260818,Male,58,Yes,Yes,Retired,Suburban,High School or Below,1671861600
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,394aba30-6564-48bf-9dd9-884566983a2a,no_churn,0.06440206,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,58,No,No,Employed,Suburban,Bachelor,1671861600
70,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,40717f91-9905-43f7-ae5a-d9e4f66fbefa,no_churn,0.024147395,0,no_churn,-0.0725272471376774,-0.0033779493340171,0.0012162706570688,-0.0260488129898658,-0.0061981210870999,-0.107815734872815,-0.0186977953688074,-0.0355767621580162,Female,26,No,No,Employed,Suburban,College,1671861600
44,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,b8e8c3e1-3439-4df9-99d7-24fa87770e8d,no_churn,0.008835036,0,no_churn,-0.0692144063698015,-0.004276118063899,-0.0147103149167105,-0.0356149456650928,-0.0188959684644487,-0.0934113362098833,-0.016372621638111,-0.0165304413251124,Female,36,Yes,No,Unemployed,Suburban,High School or Below,1671861600
6,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,ba1a8b46-b7f7-4507-ade2-c834a0e362c1,no_churn,0.008817442,0,no_churn,0.008557239394795,-0.0033879836906999,-0.0080373319482168,-0.0225338228476357,0.009849594468942,-0.185958406208756,-0.0345629477539841,-0.0329524943381693,Female,21,No,Yes,Unemployed,Suburban,High School or Below,1671861600
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,09fc5319-68a9-4843-9c3b-9264b8a34186,no_churn,0.73254955,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,43,No,No,Disabled,Suburban,Master,1671861600
70,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,c867f200-3b41-486f-8bed-ecb126412da5,no_churn,0.024147395,0,no_churn,-0.0725272471376774,-0.0033779493340171,0.0012162706570688,-0.0260488129898658,-0.0061981210870999,-0.107815734872815,-0.0186977953688074,-0.0355767621580162,Female,39,No,Yes,Employed,Suburban,Bachelor,1671861600
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,868d6f02-f46f-4794-83d7-77fc8ab00821,no_churn,0.11664492,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,51,No,Yes,Unemployed,Suburban,College,1671861600
36,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,cce134a9-bab9-4ce8-899c-c85139806ef5,churn,0.14310712,1,churn,-0.130971501100776,-0.0035629748828068,-0.0226686806296493,-0.0599572045772401,0.0053090050101855,-0.07023511479636,0.0022765090684333,0.040783810514622,Male,25,No,No,Unemployed,Rural,Bachelor,1671861600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,329d16f2-838c-4b79-8745-91f958955737,no_churn,0.10523576,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,22,No,No,Employed,Urban,College,1671861600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5d1770db-db90-427f-a79d-8bc9f4bb1db0,no_churn,0.24869087,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,31,No,No,Employed,Suburban,College,1671861600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,7498e572-16c0-4f09-b720-57e4c20add8e,no_churn,0.033561718,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,77,Yes,Yes,Employed,Suburban,College,1671861600
23,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,97bc7f9f-9a9c-4a9b-8d05-1274d6d50680,no_churn,0.16760652,0,no_churn,-0.127401750518166,-0.0061583630693348,-0.124372684931877,0.0376875573699362,-0.0437164522892999,0.0413047816276139,-0.0178792241317751,-0.0158114432554066,Female,79,No,No,Employed,Rural,High School or Below,1671861600
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,447941af-34ba-4177-820a-d1b8ff1b4358,churn,0.47093886,1,churn,-0.0092629024384859,-0.0016727387876562,0.0568996082585454,0.0071343934738069,0.115729404890208,0.0935810950560153,0.0685791453464844,0.0379263301562423,Male,72,No,Yes,Retired,Suburban,Bachelor,1671861600
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,049a212b-4e72-4789-96e7-44f1b4148833,no_churn,0.13094772,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Male,29,Yes,Yes,Unemployed,Suburban,Bachelor,1671861600
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9a4e9e8-66ef-48a5-a329-43437fd02398,no_churn,0.34571823,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Female,49,No,Yes,Retired,Suburban,Bachelor,1671861600
27,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5bab4be1-0af5-42ab-a3c8-90f9eb6aa744,no_churn,0.061529335,0,no_churn,-0.119931593478796,-0.0152953767068538,-0.0289732343244759,-0.0354003743650719,-0.050996078467142,0.035446602033744,-0.0276908163800544,-0.026185279644942,Female,80,No,Yes,Employed,Suburban,College,1671861600
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,06277ccd-a0f2-43d2-b183-aeb6250ebc54,no_churn,0.13094772,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Male,52,Yes,Yes,Disabled,Urban,High School or Below,1671861600
29,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,8dfab905-d5a7-453b-9127-443a707fc151,no_churn,0.0106329145,0,no_churn,-0.0269740375732453,-0.0033767775233718,-0.0064627335796831,-0.0367916621101903,0.0233077132928065,-0.135429560794037,-0.0331143742194399,-0.0501847210390587,Female,77,No,No,Employed,Suburban,Doctor,1671861600
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5939bd2d-7fc2-410d-a947-63aa9daad511,churn,0.6938055,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,32,No,Yes,Unemployed,Suburban,Master,1671861600
45,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,2ba17e43-0f9c-4801-8a20-65645985a87c,no_churn,0.0333488429999999,0,no_churn,-0.0713866330418295,-0.0035836180516707,-0.0128691042827176,-0.0349881914128309,-0.0210234681380916,-0.0891095381892228,-0.0154920044821665,-0.0165735947145822,Male,76,No,Yes,Employed,Suburban,College,1671861600
51,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,89dfbb79-de27-4696-bf6e-41d9c9216c7e,no_churn,0.31506872,0,no_churn,-0.154631631409079,-0.0047631696556982,0.039472660270776,0.0448414611746011,-0.167605510730386,0.0343908764484285,-0.0280030319038087,-0.0170611380667196,Male,25,Yes,Yes,Employed,Urban,Master,1671861600
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e6955507-afd6-462a-b349-12fd08899c4f,no_churn,0.15659776,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,64,No,Yes,Employed,Suburban,College,1671861600
23,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,1d572493-6739-4c8f-a988-ea982d35c38d,no_churn,0.008171728,0,no_churn,-0.0235628600566815,-0.0047285397356063,0.0292040979480225,-0.0151896653990661,-0.00450860087838,-0.185363408017292,-0.029641499748086,-0.0352356756733206,Male,69,Yes,Yes,Unemployed,Suburban,High School or Below,1671861600
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,b9084e8e-3224-4228-b772-4197d706daac,no_churn,0.0021684347,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,29,Yes,No,Unemployed,Suburban,High School or Below,1671861600
70,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,d1e34d37-55ec-47ca-a0d2-c4a51dbeb15f,churn,0.052957267,0,no_churn,-0.0658988762001536,-0.0025597154328715,-0.077799957671641,0.042890955400926,0.003674034167443,-0.0898645235184994,-0.0080907873875366,-0.0057106137875507,Male,67,Yes,Yes,Employed,Suburban,College,1671861600
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,92418ea1-3275-4339-a115-89b305c87684,no_churn,0.11664492,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,61,Yes,Yes,Employed,Suburban,High School or Below,1671861600
54,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0906dc6b-0e04-45e9-8c8f-f15ce357970b,no_churn,0.09220083,0,no_churn,-0.199179086415606,-0.0050368483693455,-0.0695477436619512,0.021641280250551,0.0175299410984735,0.0288707041569432,-0.0265443772609978,-0.026760019244557,Male,24,No,No,Employed,Suburban,Bachelor,1671861600
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,cefd4b9e-fe31-4f22-9f85-91ac7a9da7c9,churn,0.6422817,1,churn,0.135760634367221,-0.0050663673784765,0.129625024643697,-0.0178515324959789,0.107499446334014,0.125791990131311,0.12465380235406,0.1255608560787,Male,59,No,No,Employed,Suburban,High School or Below,1671861600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,28c44283-22a4-4ebe-b99e-c5840c06026a,no_churn,0.08506107,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,47,No,No,Employed,Suburban,High School or Below,1671861600
21,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,d3f12ece-e213-4f90-bd7d-943f72ec7b59,no_churn,0.61995965,1,churn,0.0045688855258867,-0.0044409896427168,0.0350823736574602,0.123025591415117,0.139051431061671,0.132538664959811,0.140892164019078,0.140255734519978,Female,21,No,Yes,Unemployed,Suburban,High School or Below,1671861600
35,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,97ccb290-fe0b-487a-85fc-1f8c9d17e815,no_churn,0.054264594,0,no_churn,-0.114374366904667,-0.0085161041517858,-0.0462580126352622,-0.0583777322320747,-0.0239007357912305,0.0338011742095477,-0.0300787138926352,-0.0159883269910824,Male,71,No,Yes,Employed,Urban,Master,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,26e81d49-0d15-4e37-8f36-3b2cfde81220,churn,0.8047992,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,34,No,No,Employed,Rural,High School or Below,1671861600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f6127b8d-289a-4b35-aef4-62dae40353f6,no_churn,0.20264061,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,72,No,No,Unemployed,Suburban,College,1671861600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,079f3eed-88cd-40b5-a3d2-2d59274e13a3,no_churn,0.24869087,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,70,No,Yes,Employed,Suburban,High School or Below,1671861600
47,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dfe9287a-99af-4aeb-a03c-ee93d2a167c1,churn,0.3476724,1,churn,0.0314060639045601,-0.0018522398457207,-0.0365411131369364,0.141934920779204,0.0849953362247288,0.0989325645273129,-0.009532979833566,-0.0254163160608186,Male,80,Yes,No,Unemployed,Suburban,High School or Below,1671861600
54,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,66c0c59c-15cd-443b-a534-d4bf6afa515c,no_churn,0.09220083,0,no_churn,-0.199179086415606,-0.0050368483693455,-0.0695477436619512,0.021641280250551,0.0175299410984735,0.0288707041569432,-0.0265443772609978,-0.026760019244557,Male,59,No,Yes,Employed,Suburban,Master,1671861600
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,27ff4c0c-197e-472b-8942-289ea5f9b4a8,churn,0.31325126,1,churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Female,61,Yes,No,Employed,Rural,High School or Below,1671861600
17,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,eaad273f-2af6-426d-8c68-a4d7f84530df,churn,0.08010419,1,churn,0.0504782019115282,-0.0039830150897614,-0.006386243849829,-0.215926971138069,0.0342781460533296,0.0651137049575118,-0.0253081184435905,-0.0539585221262768,Female,41,Yes,Yes,Unemployed,Suburban,College,1671861600
67,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,3bd13c24-a8e8-416d-ba01-72eb4d8e68d1,no_churn,0.03543032,0,no_churn,-0.0619213286940521,-0.0043020469376097,-0.0333824654708951,-0.0255231070798799,0.0052231983873116,-0.0946545768638043,-0.0222269896844591,-0.0289055040403127,Female,64,No,No,Employed,Suburban,College,1671861600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,70e9bde9-2d4a-43d1-9b5f-9a198b999f4b,no_churn,0.56381524,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,45,Yes,No,Employed,Suburban,College,1671861600
26,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ceb900eb-7cb2-4a62-b0cc-6f9133764c79,no_churn,0.034546737,0,no_churn,-0.103933671572777,-0.0131258639021689,-0.106142513515388,-0.0210662136092287,-0.0244938947665468,0.036661840175202,-0.0234303731971431,-0.0134954607977124,Male,48,No,Yes,Employed,Suburban,Bachelor,1671861600
61,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,9f3c5240-048c-463e-9439-fae654bf8252,no_churn,0.009488504,0,no_churn,-0.0621762299046713,-0.0036178432073756,-0.0117798405910798,-0.0255590422222394,0.0027043371727631,-0.116643302051752,-0.0259198748376002,-0.0260343579508116,Female,47,No,No,Employed,Urban,College,1671861600
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,85af3830-c857-4cb7-96b1-0a72f7f0032b,churn,0.59443134,1,churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Female,49,No,No,Employed,Suburban,High School or Below,1671861600
45,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,474b341b-3818-429d-9796-6e4335419d18,no_churn,0.0333488429999999,0,no_churn,-0.0713866330418295,-0.0035836180516707,-0.0128691042827176,-0.0349881914128309,-0.0210234681380916,-0.0891095381892228,-0.0154920044821665,-0.0165735947145822,Male,28,No,Yes,Employed,Suburban,High School or Below,1671861600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fdc6df30-e435-43e7-b6a4-9b9e5156f8b7,no_churn,0.69418466,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,45,Yes,No,Employed,Suburban,Bachelor,1671861600
36,No,No phone service,High Speed,In_Store_Support,One year,100hrs+,Active,0f950d88-c434-442d-887c-3b93e78e9085,no_churn,0.10696738,0,no_churn,-0.0851381616028493,-0.0161216966165102,-0.0134809536176726,-0.0410885874800806,-0.053059338718217,-0.0872050554762518,0.0184924353503038,0.0285752041512387,Male,55,No,No,Employed,Urban,High School or Below,1671861600
31,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,48b5d100-9164-4fac-ba42-ef7350c0f96e,no_churn,0.020725928,0,no_churn,-0.0411292251634949,7.74776691696388e-05,-0.0311250502361463,-0.018643825145873,0.0522181745960824,-0.102173780962721,0.0137121893077392,0.0405378902457641,Female,59,No,Yes,Employed,Suburban,High School or Below,1671861600
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ba0d4680-0a1e-4421-a779-2140d0e67eb2,churn,0.47093886,1,churn,-0.0092629024384859,-0.0016727387876562,0.0568996082585454,0.0071343934738069,0.115729404890208,0.0935810950560153,0.0685791453464844,0.0379263301562423,Male,30,No,Yes,Employed,Suburban,High School or Below,1671861600
27,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,8b953fd1-7fd2-4a79-b59a-08e280720033,no_churn,0.006893208,0,no_churn,-0.0377952251384704,-0.00555702157837,-0.0168210337076197,-0.0291624744237924,0.0122191702724921,-0.103162785482782,-0.0418257849225119,-0.0469209979337574,Female,27,Yes,Yes,Unemployed,Suburban,College,1671861600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ecc1d019-35f2-4432-9260-810204d38b90,no_churn,0.47846597,0,no_churn,-0.0239936453254904,-0.0052059029932752,-0.0357976944763686,0.0012837785962801,0.0825425236527735,0.080541608974363,0.0368938102386346,0.0523760419206155,Male,78,Yes,No,Unemployed,Urban,Bachelor,1671861600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,408e7e9a-0eae-4e56-9f25-89f3fe0d9d75,churn,0.85786307,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,20,No,Yes,Employed,Suburban,Bachelor,1671861600
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fe3b4d6a-2bfc-41f8-a465-c58bd6609e8d,no_churn,0.09503411,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Male,71,No,Yes,Employed,Urban,High School or Below,1671861600
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,6234a309-a641-4cfd-a245-a64929cd5917,no_churn,0.080517456,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Female,56,No,Yes,Unemployed,Urban,High School or Below,1671861600
50,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,9991811f-059d-4e23-a99f-61b207c76cde,no_churn,0.0468977879999999,0,no_churn,-0.0429564243067488,-0.0084652136604745,-0.0283900268348315,-0.0280720494228262,0.0146179576559552,-0.113769323832576,-0.0253990144869931,-0.0365920585054482,Female,27,No,No,Employed,Suburban,College,1671861600
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4451252a-368b-4d73-97fa-3de1f1665763,churn,0.7472258,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,80,Yes,Yes,Retired,Suburban,Master,1671861600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,856de094-cccb-443a-8718-945cd61d0d1e,no_churn,0.69418466,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,34,No,Yes,Employed,Suburban,High School or Below,1671861600
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a1c865ba-4e5f-4314-bd07-0180d52a17b1,churn,0.5536329,1,churn,0.30628236253594,0.128325248379788,0.0528269362293031,0.0465828247534045,0.0714544340281645,0.151404328398203,-0.0175479281771822,-0.0083543445362192,Female,47,No,Yes,Employed,Suburban,College,1671861600
25,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,3ab9b813-b11a-4814-bb56-d7f0346f662f,no_churn,0.08453155,0,no_churn,-0.0758991102361778,-0.0093779265643934,-0.0432845831177019,0.0009035609921193,-0.119039698134129,0.0593925911794394,0.0627794106431793,0.0494996066297244,Male,57,Yes,No,Employed,Suburban,Bachelor,1671861600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3801dd56-574a-46eb-a0dd-7fed549ed307,no_churn,0.1908868,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,28,No,Yes,Unemployed,Urban,Bachelor,1671861600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,eb1beff2-ef55-43f6-9340-323a9d347577,churn,0.8511619,1,churn,0.262688007375191,-0.0042379035682279,0.0304696759543094,0.0449221458324609,0.0925813345908682,0.128502794138312,0.100423914276071,0.0756238844785548,Male,70,No,No,Unemployed,Suburban,High School or Below,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b39d7a07-a35d-4ee6-99ac-55fd3cde2a1b,churn,0.8047992,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,57,No,No,Employed,Suburban,Bachelor,1671861600
41,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a03510b8-d4e7-441c-99cc-9f0b05193bed,no_churn,0.19233926,0,no_churn,-0.0450521889398623,-0.0135171447495667,0.0537570905850407,0.0144456764820643,0.0865602591714014,0.091326505342522,-0.0344456144973082,-0.0201423992210766,Male,33,No,No,Employed,Suburban,Bachelor,1671861600
42,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,25eccffc-0810-4df4-a7ef-b5262a23f32a,no_churn,0.0072305487,0,no_churn,-0.0102152752565962,-0.0041248074793656,-0.0156308292196263,-0.0554200429514821,0.0122718146081206,-0.133135727532699,-0.0241094939160029,-0.0386617915277383,Female,58,No,No,Unemployed,Suburban,High School or Below,1671861600
29,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,9ca90dd5-267e-46bf-8957-0decb42b1c95,no_churn,0.14813295,0,no_churn,0.0644908331845545,0.000433927957747,0.0333482072741207,0.0401852665441947,0.118101028541842,-0.0093242957907932,0.162200592217796,0.101538296524886,Male,71,No,No,Unemployed,Suburban,Master,1671861600
60,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,6c2aafe5-b5de-42e2-b72f-0de563a35c97,no_churn,0.12322355,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Female,34,No,No,Employed,Rural,Master,1671861600
60,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,9b8a9252-396b-42db-87b7-ff3edfefb10e,no_churn,0.12322355,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Female,79,No,No,Unemployed,Urban,High School or Below,1671861600
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,e54e260d-d8e8-462e-b9c4-68bf401305e6,churn,0.1477776,0,no_churn,-0.0894650204574009,-0.001677106756797,0.0172317746244061,-0.050880570009167,-0.0412896031053514,-0.105865362018376,0.0347038753813103,0.0382158602880554,Male,23,No,Yes,Employed,Suburban,Bachelor,1671861600
60,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,22900766-46a6-4018-adce-c7b701718f05,no_churn,0.12322355,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Female,47,No,No,Unemployed,Rural,Master,1671861600
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e2ca4976-2483-43ce-96b8-907c1b4237f2,churn,0.3762319,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,60,Yes,No,Unemployed,Suburban,College,1671861600
32,Yes,No,Low Speed,Phone_Support,One year,<80hrs,Active,6f4362e4-ed43-4b18-9a08-8ee2853fb07c,no_churn,0.15514919,0,no_churn,0.0076416919765324,-0.0038051833374993,0.0125224217679442,-0.0073253916471321,0.0714889832656808,-0.106915553023005,0.061683148707707,0.0656837337556498,Female,35,No,Yes,Employed,Urban,Bachelor,1671861600
26,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,91beb3be-fae6-46c7-b2a3-b1e2d9b8c2b6,no_churn,0.034546737,0,no_churn,-0.103933671572777,-0.0131258639021689,-0.106142513515388,-0.0210662136092287,-0.0244938947665468,0.036661840175202,-0.0234303731971431,-0.0134954607977124,Male,62,Yes,Yes,Unemployed,Rural,High School or Below,1671861600
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,76f8e09a-d6b9-4257-941d-496e2ebf2d82,churn,0.3762319,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,80,Yes,Yes,Employed,Suburban,College,1671861600
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cc6d8593-0172-4c18-bab9-bee3e7e6f935,no_churn,0.19365053,0,no_churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Female,45,No,No,Employed,Suburban,High School or Below,1671861600
6,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,5c15117e-bf30-4435-948b-971e5e3376e6,churn,0.80653095,1,churn,0.155954968820733,-0.0015085178226581,-0.0091580294319555,0.132293673853978,-0.0476962485275635,0.0821592580882315,0.069807808208825,0.0891209363228108,Male,41,No,Yes,Employed,Suburban,Master,1671861600
23,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,86962a06-8288-43d7-aabf-4e089d10dcab,no_churn,0.008171728,0,no_churn,-0.0235628600566815,-0.0047285397356063,0.0292040979480225,-0.0151896653990661,-0.00450860087838,-0.185363408017292,-0.029641499748086,-0.0352356756733206,Male,43,No,No,Unemployed,Suburban,Bachelor,1671861600
38,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f5b73a63-0ac6-4e70-a190-997d7c72d419,no_churn,0.3620102,0,no_churn,-0.114905278525966,-0.0039604352744026,0.0804362486742047,-0.0555884025877821,-0.041492554828128,0.106953811464609,0.114125513436793,0.0345716178156089,Male,69,No,Yes,Unemployed,Suburban,Bachelor,1671861600
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,62ca5986-9d0e-40e1-a229-cc8dc72a1e95,no_churn,0.0021684347,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,26,Yes,No,Employed,Suburban,College,1671861600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,948d630b-22a5-46d1-b163-38347f1e3073,churn,0.85786307,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,71,No,No,Employed,Suburban,College,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6019dde3-2edb-43a4-b78f-b6ebd8b80143,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,24,No,No,Employed,Urban,High School or Below,1671861600
13,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,bb889213-fa94-4d3d-ac01-f76f2c6cc5cb,no_churn,0.026754266,0,no_churn,-0.0213662684077189,-0.0072189627292391,-0.0297941457254273,-0.0403144696515846,0.0027201312639135,-0.0932726233223638,-0.0378974524607656,-0.0418823620168677,Male,56,No,No,Employed,Urban,Bachelor,1671861600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b54a389a-472f-4cf0-8d4c-8617579e6624,churn,0.81743765,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,46,No,No,Employed,Suburban,High School or Below,1671861600
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6f5cffcd-e2e4-4724-92b5-c3cfde48ce79,churn,0.53027076,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,39,No,Yes,Disabled,Suburban,High School or Below,1671861600
13,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d967327d-b623-4a33-ba1d-9a47c0b25c21,no_churn,0.03086034,0,no_churn,-0.0213662684077189,-0.0072189627292391,-0.0297941457254273,-0.0403144696515846,0.0027201312639135,-0.0932726233223638,-0.0378974524607656,-0.0418823620168677,Female,20,No,Yes,Employed,Rural,Bachelor,1671861600
60,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,754e98ec-7423-4aa7-a502-6570793bd249,no_churn,0.12322355,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Female,67,No,Yes,Medical Leave,Suburban,High School or Below,1671861600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0e029cfa-e1d5-49aa-8d29-a6e933199c0f,no_churn,0.5793118,0,no_churn,0.018078500564643,-0.0055147805858723,-0.0787360343610635,-0.0587720880993219,-0.0219768009316248,0.0540853694820361,0.019398791442818,0.0419108936260818,Female,22,No,No,Employed,Suburban,Bachelor,1671861600
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,251a5904-7d49-426d-98c2-efbe53bd2ff2,no_churn,0.4794533,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,43,No,Yes,Employed,Urban,College,1671861600
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,4bd16d52-cdbb-4687-9eff-32d482be74b0,no_churn,0.0109775895,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Male,57,No,No,Medical Leave,Suburban,Bachelor,1671861600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b6db86d0-f721-4995-be11-34abea23a043,no_churn,0.20264061,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,64,No,No,Medical Leave,Suburban,College,1671861600
59,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,79fd5907-da71-44b9-8ef1-0de5d6d9e06f,no_churn,0.3928335,0,no_churn,-0.141855393520248,-0.007600945809645,-0.0075445462012066,-0.0799082554907931,-0.0929467952173581,0.0388089224011037,0.0151607668378756,0.0068600943231217,Male,33,Yes,Yes,Employed,Suburban,High School or Below,1671861600
1,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,d7590909-247e-49e0-bf87-aaa06b24b00f,churn,0.6503412,1,churn,0.297678372309879,0.0349397657506597,0.0035659737006153,0.0228507874986462,0.0951752920165654,0.175478460572203,0.0488243279850848,0.0384608723753081,Male,74,Yes,Yes,Employed,Suburban,Bachelor,1671861600
42,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,c13c2b5e-28dc-45d6-83df-93739ee9ae74,no_churn,0.0072305487,0,no_churn,-0.0102152752565962,-0.0041248074793656,-0.0156308292196263,-0.0554200429514821,0.0122718146081206,-0.133135727532699,-0.0241094939160029,-0.0386617915277383,Female,66,No,No,Medical Leave,Suburban,High School or Below,1671861600
72,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,b462aff4-7c72-4b8d-b3d4-cdc4356fc635,churn,0.33005777,1,churn,-0.0980479575063759,0.002195106313843,-0.0035385853472598,-0.0130007723638664,-0.0508286289281431,-0.137602499132784,0.0117232084361103,0.020073975172454,Male,74,No,No,Employed,Suburban,College,1671861600
70,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,ad19a7ae-6b8e-4637-a5f4-1ab18ced9063,no_churn,0.024147395,0,no_churn,-0.0725272471376774,-0.0033779493340171,0.0012162706570688,-0.0260488129898658,-0.0061981210870999,-0.107815734872815,-0.0186977953688074,-0.0355767621580162,Male,78,No,No,Unemployed,Suburban,College,1671861600
52,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,104a8097-fb5e-414f-b577-eeedfcfdba7a,no_churn,0.08668923,0,no_churn,-0.0784319948377924,-0.0054392139239644,-0.0105323460516592,0.0378751330657905,0.0076362882343528,-0.187917897523012,-0.0144473527388981,-0.0177687662552489,Male,36,Yes,No,Employed,Suburban,College,1671861600
35,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,df45df72-dc59-41e2-87cb-398487becd23,no_churn,0.054264594,0,no_churn,-0.114374366904667,-0.0085161041517858,-0.0462580126352622,-0.0583777322320747,-0.0239007357912305,0.0338011742095477,-0.0300787138926352,-0.0159883269910824,Female,25,No,No,Employed,Suburban,College,1671861600
35,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,52b700c5-13e9-4de4-b1a8-0d26c2bc25a8,no_churn,0.061402693,0,no_churn,-0.134025766213508,0.0260875569901509,0.0058762810203279,-0.0226482221537071,-0.0383538234496609,-0.0588744496846993,-0.0199495160963851,-0.0271382121777423,Male,42,No,Yes,Employed,Suburban,College,1671861600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,37bd7656-e414-41e7-b077-c5b6160702b5,churn,0.66527146,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,78,No,Yes,Retired,Suburban,College,1671861600
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,790fe175-1dff-4c2f-92ba-ad93debfe3a0,no_churn,0.0021684347,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,30,Yes,No,Unemployed,Rural,Bachelor,1671861600
31,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,77d5a5bf-8b15-4fac-9b91-e8f37aa9551f,no_churn,0.25639778,0,no_churn,-0.0773929472718191,-0.0027375087159452,-0.116500180785006,0.0005490079384981,-0.0313743650120886,-0.0762403263799933,0.0288812402477742,0.0457889287432408,Male,23,No,No,Employed,Suburban,Bachelor,1671861600
39,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,47d861f6-61dc-4e36-b476-d527e25f2c63,no_churn,0.1639661,0,no_churn,-0.0498519559605574,-0.0197305682706428,-0.0621642390847864,-0.120504827666382,-0.0328957071172499,0.049537242613087,-0.013771141886591,-0.019644951956161,Female,49,Yes,No,Unemployed,Suburban,High School or Below,1671861600
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec118a5c-5271-427e-801d-bf26d6fd2872,no_churn,0.73254955,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,69,No,Yes,Employed,Suburban,College,1671861600
64,Yes,No,Medium Speed,In_Store_Support,Two year,100hrs+,Active,840536f3-b9db-4c7b-b0cb-49ef38634676,no_churn,0.012048494,0,no_churn,-0.0159535735387908,-0.0023098223572742,0.0080453310410121,-0.0553038279897919,-0.0292288897336948,-0.0892004119545163,0.0182792441799392,0.0191458002080617,Female,69,No,No,Unemployed,Suburban,High School or Below,1671861600
31,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,95fd95f9-82e1-4b27-b33c-4fbf0de3ae28,no_churn,0.020725928,0,no_churn,-0.0411292251634949,7.74776691696388e-05,-0.0311250502361463,-0.018643825145873,0.0522181745960824,-0.102173780962721,0.0137121893077392,0.0405378902457641,Male,35,No,No,Employed,Suburban,Bachelor,1671861600
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,ac9b0e11-b23f-4b84-863d-e1a47fe4919d,churn,0.5644511,1,churn,0.277682080903196,0.0741037548735141,0.0419157354988453,-0.0092925249390725,-0.0161913869896568,0.176651202432056,0.106743882727145,0.0693611096300946,Female,25,No,Yes,Employed,Suburban,College,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8587cdef-9e3e-4fae-a553-37db718d7604,churn,0.8047992,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,47,No,No,Employed,Suburban,Master,1671861600
61,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,332093ea-a966-4968-b347-5ad0b1c5e6eb,no_churn,0.024456987,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Female,52,No,Yes,Unemployed,Urban,Bachelor,1671861600
38,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,1a472cb5-fb45-43e4-b55f-c76e4197be2d,no_churn,0.3620102,0,no_churn,-0.114905278525966,-0.0039604352744026,0.0804362486742047,-0.0555884025877821,-0.041492554828128,0.106953811464609,0.114125513436793,0.0345716178156089,Male,61,No,No,Employed,Suburban,High School or Below,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5bb34d3c-960e-4e99-8228-820f54eeabf7,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,67,No,Yes,Unemployed,Suburban,College,1671861600
64,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,67309e8c-6128-4bfd-b106-fc8d2c6fc804,no_churn,0.11173393,0,no_churn,-0.121106601863539,-0.0031015553427278,0.008208051108827,0.0256001806356016,-0.0046897652460847,-0.141005944654471,-0.0169285761716946,-0.016001940448732,Male,23,Yes,Yes,Unemployed,Rural,High School or Below,1671861600
31,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,ee1c62a9-224c-4e7d-bd58-ab03bca1e28e,no_churn,0.19818166,0,no_churn,-0.0516500879138175,-0.002345028359814,0.0345102495390892,-0.029692906489754,-0.009099996274931,-0.102418832048738,0.0259565554966502,0.0457138941440462,Female,74,Yes,Yes,Employed,Suburban,College,1671861600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,671809f0-9e5f-461a-afaa-629176032b52,no_churn,0.20264061,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,75,No,No,Employed,Rural,High School or Below,1671861600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,aa46379f-ec6d-42c6-a469-c24b20c1832d,no_churn,0.47846597,0,no_churn,-0.0239936453254904,-0.0052059029932752,-0.0357976944763686,0.0012837785962801,0.0825425236527735,0.080541608974363,0.0368938102386346,0.0523760419206155,Male,38,No,No,Unemployed,Urban,College,1671861600
23,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,572b6f71-9f97-4ce6-af43-d921e1f48cc0,no_churn,0.16760652,0,no_churn,-0.127401750518166,-0.0061583630693348,-0.124372684931877,0.0376875573699362,-0.0437164522892999,0.0413047816276139,-0.0178792241317751,-0.0158114432554066,Female,80,Yes,No,Unemployed,Suburban,College,1671861600
48,Yes,Yes,Medium Speed,Phone_Support,One year,100hrs+,Active,30609c65-5efe-494b-bcc0-8637f6838a9f,no_churn,0.1239778,0,no_churn,-0.0447724703016683,-0.0012031784753344,-0.0394806093940769,-0.141085001695865,0.0612540380012524,-0.0149430128761105,0.0496388852774362,0.0715651986742523,Male,29,No,Yes,Employed,Suburban,High School or Below,1671861600
61,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,25ed3aad-ec12-4820-b77b-95116d5bf2ce,no_churn,0.024456987,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Male,22,No,Yes,Unemployed,Suburban,Bachelor,1671861600
29,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3ff4d398-cec1-42f7-ab2b-5a1e506e25ad,no_churn,0.30388346,0,no_churn,0.0147026525069486,-0.0077926973222383,-0.0157114199853094,0.121006021900739,0.0547784076487187,0.105027340709803,-0.0002487947653753,0.0100972695501332,Female,70,Yes,No,Employed,Rural,College,1671861600
56,Yes,No,Low Speed,Web_Chat_Support,One year,100hrs+,Active,db0f3110-4933-4b4c-ac27-3e18620dbc26,churn,0.2947652,0,no_churn,-0.0972379545853436,-0.0028323030761748,-0.024747823557409,-0.051214520377689,0.0321752709518841,-0.144917336290182,-0.001056555217965,0.0358050710181851,Female,36,No,No,Employed,Suburban,Bachelor,1671861600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ffc5c84-e742-4d18-9b70-8be58655503e,no_churn,0.3526864,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,55,No,No,Employed,Rural,High School or Below,1671861600
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,16320d9b-ca47-436b-854a-2377a9ae0938,no_churn,0.47512707,0,no_churn,0.235569186083785,-0.0095784649276174,-0.0528370722190084,-0.0796161236995567,0.0057393262810001,0.125640950277138,0.125889749230646,0.0401663015772055,Male,52,Yes,No,Employed,Urban,College,1671861600
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,82a38655-7f21-44ad-9525-04839c4aaf02,churn,0.5536329,1,churn,0.30628236253594,0.128325248379788,0.0528269362293031,0.0465828247534045,0.0714544340281645,0.151404328398203,-0.0175479281771822,-0.0083543445362192,Female,61,No,No,Retired,Suburban,Master,1671861600
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ff3a2718-a00b-4410-9fb8-5cc4b4515028,no_churn,0.17417553,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Female,40,No,No,Employed,Suburban,Bachelor,1671861600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b4fb76cf-b137-444d-930d-55c8005070a3,no_churn,0.56381524,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,45,No,Yes,Employed,Urban,High School or Below,1671861600
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f0c0fff-81eb-4a9a-980e-e2bf4192ff96,no_churn,0.46008912,0,no_churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,33,Yes,Yes,Employed,Urban,Bachelor,1671861600
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fe9865cf-428b-4341-9d8a-0ade539d4b9d,churn,0.7093657,1,churn,0.102924305305523,-0.0030194169171591,0.0495083695876428,0.064617694501303,0.095282654778066,0.147100008286143,0.128888509181566,0.127338398287488,Female,20,Yes,No,Employed,Rural,College,1671861600
33,Yes,No,Fiber optic,Phone_Support,Two year,0hrs,Disabled,40dc71db-ef4b-4a1d-8c26-cd4aceb4d7ed,no_churn,0.01847096,0,no_churn,0.02404117681147,-0.0015793697367553,-0.0100687023366117,0.0886447386965846,0.0260046295274787,-0.139266308285551,-0.0089113552823619,-0.0078909607519926,Male,68,No,Yes,Employed,Suburban,Bachelor,1671861600
31,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,0936f6a7-2cd4-4f08-8a13-cd39bc215dc8,no_churn,0.020725928,0,no_churn,-0.0411292251634949,7.74776691696388e-05,-0.0311250502361463,-0.018643825145873,0.0522181745960824,-0.102173780962721,0.0137121893077392,0.0405378902457641,Female,76,Yes,Yes,Employed,Urban,High School or Below,1671861600
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e4e70c00-7e66-4edf-b0c0-c4e4014320c4,churn,0.6591141,1,churn,0.144830386683298,-0.0040514498605352,0.115108480650651,0.0215906953494868,0.119262710945086,0.145603476665683,0.0992276846251024,0.0744018757234334,Male,20,No,Yes,Employed,Rural,High School or Below,1671861600
66,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,3c91469c-5c6c-4cec-8ee6-54ebf350ec84,no_churn,0.004695642,0,no_churn,0.00017995304559,-0.0019396993458758,0.0287582223421668,-0.0145111262208047,-0.0179087478313522,-0.167711543775131,-0.021700766055128,-0.0155257765970418,Male,29,No,No,Unemployed,Suburban,Master,1671861600
61,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,0cd98774-adc7-4683-ac14-3bd8612af116,no_churn,0.024456987,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Female,45,No,Yes,Employed,Urban,Bachelor,1671861600
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,76087994-0876-4dd5-b55f-37136955e8d3,churn,0.30501375,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,67,No,No,Employed,Urban,Bachelor,1671861600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd4d357d-b308-4cc5-9dde-0f74f02ad952,churn,0.81743765,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,44,No,No,Employed,Suburban,Bachelor,1671861600
18,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,86e9795d-8c30-403f-9481-ca4bb6d55f57,no_churn,0.026660036,0,no_churn,-0.0482578482973804,-0.0087115444772643,-0.0259047975037174,-0.0191188090043397,-0.0055696549233834,-0.0767143863456476,-0.0373316001249986,-0.0474175122778979,Male,73,No,No,Unemployed,Suburban,Bachelor,1671861600
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,03c3f41a-a5a5-4133-88ec-91dd08d98d56,no_churn,0.17417553,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Female,44,No,No,Employed,Suburban,College,1671861600
27,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,d1ee64d3-516a-48f3-a84c-7af7a9fbaff6,no_churn,0.016035857,0,no_churn,-0.0896494636638453,-0.0041049536474747,-0.013601868595997,-0.0322100675175988,-0.0334992249684728,-0.0533599995314853,-0.0187172710900995,-0.0238833016843773,Male,31,No,Yes,Employed,Suburban,High School or Below,1671861600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c0d44829-2a62-4bf5-b150-4fd8fb2c777b,no_churn,0.2831284,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,43,No,Yes,Unemployed,Suburban,High School or Below,1671861600
68,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,0e926ac9-e17b-43d5-aa70-a75726bfb5aa,no_churn,0.0211322329999999,0,no_churn,-0.0573833166456916,-0.0035595734663729,0.0034910498763474,-0.0480078019386201,-0.0634841768676051,-0.146631311824804,0.0180330723341285,0.0285159063285846,Female,67,No,Yes,Unemployed,Suburban,College,1671861600
35,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,72fcffa6-0e02-43ec-8a2b-5a2f96208729,no_churn,0.23958619,0,no_churn,-0.0646853552244374,-0.0066175471039377,0.0122466670641597,-0.092795147798979,-0.0599035086038429,0.0412202619920754,-0.0286621695522626,-0.0406626844035417,Female,47,No,Yes,Employed,Urban,Bachelor,1671861600
62,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,e42e6fa9-c7ff-449c-a3aa-00d330c50485,no_churn,0.014696652,0,no_churn,-0.0672048110394553,-0.0026243463282935,-0.0110997631119516,-0.0127285460422353,0.0051878579847107,-0.0729018977190662,-0.0384117376842459,-0.069242908098704,Female,22,Yes,Yes,Disabled,Suburban,High School or Below,1671861600
14,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,395431ec-937d-410f-b888-bea4b9f16423,no_churn,0.3885585,0,no_churn,-0.0509190334755021,-0.0088266314407974,0.0466062914784106,0.0287875744390476,-0.135554755363332,0.0631197725740139,-0.0285959493950667,-0.0305920086027163,Male,73,No,No,Employed,Suburban,College,1671861600
7,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,acb7d586-6fa4-450e-bfcc-0e2bd2ec882b,churn,0.53389335,1,churn,0.143473042291171,-0.0074250004233181,0.0109300925528714,-0.0008253639618169,0.136860094737303,0.113136669146406,0.0615319873575663,0.0512923283433065,Female,36,No,Yes,Employed,Urban,High School or Below,1671861600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,37cb8baf-e325-4b88-b013-29fa491db92a,no_churn,0.5793118,0,no_churn,0.018078500564643,-0.0055147805858723,-0.0787360343610635,-0.0587720880993219,-0.0219768009316248,0.0540853694820361,0.019398791442818,0.0419108936260818,Female,55,No,Yes,Employed,Suburban,Bachelor,1671861600
64,Yes,No,Medium Speed,In_Store_Support,Two year,100hrs+,Active,fb862fa5-3ccb-4c75-9f72-c2fdf6e6ac7d,no_churn,0.012048494,0,no_churn,-0.0159535735387908,-0.0023098223572742,0.0080453310410121,-0.0553038279897919,-0.0292288897336948,-0.0892004119545163,0.0182792441799392,0.0191458002080617,Female,79,No,Yes,Employed,Suburban,Bachelor,1671861600
2,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,1c0425ff-86ce-4ffb-9b75-6351b00dcdea,no_churn,0.31073526,0,no_churn,0.186715281683164,-0.0062549377354662,-0.0417596578209986,-0.04694575166724,0.0911877052658746,0.118903991800757,0.0420116711582886,0.10782189573627,Male,36,No,No,Unemployed,Suburban,High School or Below,1671861600
29,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,e6f4e554-b0da-420a-ba53-55f2860ad2d7,no_churn,0.0106329145,0,no_churn,-0.0269740375732453,-0.0033767775233718,-0.0064627335796831,-0.0367916621101903,0.0233077132928065,-0.135429560794037,-0.0331143742194399,-0.0501847210390587,Female,79,Yes,No,Employed,Suburban,High School or Below,1671861600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,7dc6adbd-f9bb-4ac1-81e6-d617dda28f46,no_churn,0.47846597,0,no_churn,-0.0239936453254904,-0.0052059029932752,-0.0357976944763686,0.0012837785962801,0.0825425236527735,0.080541608974363,0.0368938102386346,0.0523760419206155,Male,66,No,Yes,Retired,Rural,Bachelor,1671861600
46,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,aea3053e-183c-431c-9b48-82a8f7db4bde,no_churn,0.008676273,0,no_churn,-0.0668552750652452,-0.0049547580992657,-0.0107741545252065,-0.0298207326617557,0.0055646010408054,-0.0905397724771137,-0.0316478524975536,-0.039998207696226,Female,59,Yes,Yes,Employed,Suburban,High School or Below,1671861600
71,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,eeb956e0-7cf5-49fe-a505-094ff0c01afb,no_churn,0.010685528,0,no_churn,-0.108519640022405,-0.0029987869020624,-0.0226174027381193,0.0273296895151634,-0.0188597769741818,-0.10710047457791,-0.0081359621384217,-0.0114571323824748,Female,63,No,Yes,Unemployed,Suburban,High School or Below,1671861600
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,0bd3e476-d213-418a-873a-b079efabac81,no_churn,0.004395432,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Female,60,No,Yes,Disabled,Suburban,High School or Below,1671861600
60,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,c7501f99-ed07-4167-8d0f-5f7d0b071799,no_churn,0.0149794789999999,0,no_churn,-0.0578816938059935,-0.0037228432073425,-0.0139298448820954,-0.024385425403525,0.0062639643991133,-0.121084568284095,-0.0267445160038005,-0.0275412263766156,Female,74,Yes,Yes,Unemployed,Suburban,College,1671861600
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3fe1eb7d-1c15-42c3-83b5-cff6960f6767,churn,0.31716898,1,churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Male,73,No,No,Employed,Suburban,Bachelor,1671861600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4145062f-f176-4ec5-81b1-3bc9761c1bf3,no_churn,0.1339748,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,23,No,Yes,Unemployed,Rural,High School or Below,1671861600
30,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,97346a47-0a3d-4c57-844f-9d5ee44cf721,no_churn,0.11772102,0,no_churn,-0.0040512515804857,-0.0056297532621647,-0.0029619162674589,-0.0181717435159043,-0.0144649578618373,-0.166920235645885,-0.0233970324004258,-0.0334292611562523,Female,44,Yes,No,Employed,Suburban,College,1671861600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb4c3a0f-7f10-4adb-adca-024ca96334d7,no_churn,0.56381524,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,68,Yes,Yes,Employed,Urban,Bachelor,1671861600
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1f1327e0-4155-4a18-9b94-1a19937aa232,no_churn,0.46008912,0,no_churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,41,Yes,No,Employed,Urban,Master,1671861600
70,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,0a867920-6e1e-4f48-b160-91bed5d7661f,churn,0.052957267,0,no_churn,-0.0658988762001536,-0.0025597154328715,-0.077799957671641,0.042890955400926,0.003674034167443,-0.0898645235184994,-0.0080907873875366,-0.0057106137875507,Male,39,No,Yes,Medical Leave,Urban,Bachelor,1671861600
22,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d1fcca27-c8b7-4562-9181-f87d59359b78,no_churn,0.07019368,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Female,65,No,Yes,Disabled,Suburban,High School or Below,1671861600
56,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,7ce8c922-80ff-44cd-af1f-fe22bf0cedfc,no_churn,0.012078841,0,no_churn,-0.0171225562495419,-0.0030612429416942,0.0018845420928846,-0.056905052242073,0.0191865562814382,-0.130813404847777,-0.0356935214094301,-0.0465014731460178,Female,79,Yes,Yes,Unemployed,Suburban,Bachelor,1671861600
56,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,e4c7bd89-a1bf-417c-b8fd-ff9278d97279,no_churn,0.012078841,0,no_churn,-0.0171225562495419,-0.0030612429416942,0.0018845420928846,-0.056905052242073,0.0191865562814382,-0.130813404847777,-0.0356935214094301,-0.0465014731460178,Male,63,Yes,No,Unemployed,Suburban,Bachelor,1671861600
46,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,b986aeb1-6b06-4825-b428-d28b1036409c,no_churn,0.030842772,0,no_churn,-0.0821431889505584,-0.0096427395150476,-0.0166647739067775,-0.0365404496041628,-0.0178094097005987,-0.0594217968622706,-0.0181961945263901,-0.0286075990320296,Male,76,No,No,Disabled,Suburban,Bachelor,1671861600
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,7e5e3b50-ae48-4a47-aaed-30440aed5146,churn,0.7093657,1,churn,0.102924305305523,-0.0030194169171591,0.0495083695876428,0.064617694501303,0.095282654778066,0.147100008286143,0.128888509181566,0.127338398287488,Male,22,No,Yes,Employed,Suburban,College,1671861600
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e4afde53-b120-4f92-b0ce-1c1f4031b8e6,churn,0.31716898,1,churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Male,50,Yes,No,Employed,Suburban,College,1671861600
10,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,71078507-3829-4792-8df7-c764d1bd418f,churn,0.5995222,1,churn,0.160707403774832,-0.0017758154127477,0.141824233587813,-0.0027399499459534,0.103550465232611,0.148254244959408,0.076094754959613,0.105058516929703,Female,67,No,Yes,Employed,Urban,College,1671861600
13,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,07617978-5bb5-4f36-935a-6e84a5135a08,no_churn,0.026754266,0,no_churn,-0.0213662684077189,-0.0072189627292391,-0.0297941457254273,-0.0403144696515846,0.0027201312639135,-0.0932726233223638,-0.0378974524607656,-0.0418823620168677,Male,55,No,Yes,Unemployed,Suburban,Bachelor,1671861600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6add81ff-66ef-4edc-b2ef-ab4b3a9d96b0,no_churn,0.54556257,0,no_churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Female,25,No,No,Employed,Suburban,College,1671861600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8693c6b4-50e0-42aa-b324-1a7136628c02,no_churn,0.20264061,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,64,No,No,Employed,Rural,College,1671861600
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ff9b4348-8c31-4bda-87d8-37c9fb231ebe,no_churn,0.13094772,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Female,27,No,No,Employed,Urban,High School or Below,1671861600
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7fa43be5-f017-4ec3-81c4-8b34501bef5f,churn,0.76821953,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,41,Yes,No,Medical Leave,Suburban,Bachelor,1671861600
1,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,0f8fbddd-3f00-45b4-977f-89c63be7d227,churn,0.6503412,1,churn,0.297678372309879,0.0349397657506597,0.0035659737006153,0.0228507874986462,0.0951752920165654,0.175478460572203,0.0488243279850848,0.0384608723753081,Male,28,No,Yes,Employed,Suburban,College,1671861600
51,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,2263c480-e89c-4efb-a4e5-1bc50fa05797,no_churn,0.079475515,0,no_churn,-0.172750678692391,0.0074323395074043,-0.0144310471389781,-0.0502040895621212,-0.0816410545474536,0.049814422696545,-0.0012267927879929,0.0339807487399593,Female,50,No,Yes,Medical Leave,Suburban,Bachelor,1671861600
29,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,c4b9813b-2e54-4581-ad02-790b9083a51e,churn,0.49756142,1,churn,0.0010883495671532,-0.0021554218725759,0.111315125524698,0.0889733803825038,0.048708339234472,0.122046073685851,0.0760291243999563,0.0516325885951846,Male,70,No,No,Employed,Suburban,College,1671861600
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,c838c3ce-b0d2-4ff1-a1b9-f010b2bd8a1f,no_churn,0.2115201,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Female,66,Yes,No,Employed,Suburban,College,1671861600
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,6d4856c0-4f2a-47c7-80f3-63f2c73672fb,no_churn,0.24171288,0,no_churn,-0.153331870305337,-0.0037618404345812,0.0180336861627165,0.0471271084097861,0.0852190787972904,0.0842694827609011,0.015370742320938,0.0468530220933371,Male,69,Yes,Yes,Employed,Urban,Bachelor,1671861600
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fd8d75ec-cd50-4952-b523-3124535755b1,no_churn,0.15399219,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Male,56,No,Yes,Employed,Urban,High School or Below,1671861600
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4f757f29-2aaa-4c03-9ee9-4334a4e93959,no_churn,0.58717775,0,no_churn,0.076723492957617,-0.0029188398023143,0.0755089613447216,0.0377046769913431,0.051634692137386,0.12604204299214,0.0695228750000023,0.0471091285016882,Female,38,No,Yes,Employed,Suburban,High School or Below,1671861600
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,ae39dec4-9ab4-4742-be5e-1298b5394e19,no_churn,0.0109775895,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Female,60,No,No,Employed,Suburban,College,1671861600
27,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,13d53cd7-cb7d-4cd0-9e9b-afc561e9cda5,no_churn,0.006893208,0,no_churn,-0.0377952251384704,-0.00555702157837,-0.0168210337076197,-0.0291624744237924,0.0122191702724921,-0.103162785482782,-0.0418257849225119,-0.0469209979337574,Male,39,No,No,Employed,Urban,Bachelor,1671861600
71,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,c0a7edfe-17af-4a3b-a110-b160e9590784,no_churn,0.030244425,0,no_churn,-0.11877956042807,-0.0029685730377968,-0.0798235688445311,0.0113748825575385,0.0128703715971823,-0.105235305835149,0.019821994026638,0.0368802758132005,Male,61,No,No,Unemployed,Suburban,College,1671861600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b5302009-76fb-41aa-ba00-3d30eeda5ebf,no_churn,0.24869087,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,74,No,No,Employed,Suburban,College,1671861600
56,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,9109c563-63ff-4185-8f70-b7222d2d405a,no_churn,0.012078841,0,no_churn,-0.0171225562495419,-0.0030612429416942,0.0018845420928846,-0.056905052242073,0.0191865562814382,-0.130813404847777,-0.0356935214094301,-0.0465014731460178,Male,44,No,Yes,Employed,Suburban,High School or Below,1671861600
52,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,f3f458b8-47c6-4438-a4f8-dfe85ee09572,no_churn,0.08668923,0,no_churn,-0.0784319948377924,-0.0054392139239644,-0.0105323460516592,0.0378751330657905,0.0076362882343528,-0.187917897523012,-0.0144473527388981,-0.0177687662552489,Female,71,No,No,Employed,Urban,High School or Below,1671861600
64,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,a57d0d69-e45a-4068-b23d-7bf39bd436e9,no_churn,0.014131035,0,no_churn,-0.0974409590061122,-0.0011931976099685,0.0029526490502985,-0.0033086407315477,0.0250003801228285,-0.177799812927115,0.0274485346921392,0.0353148956014501,Male,77,No,No,Employed,Rural,Bachelor,1671861600
36,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,4f128baf-5ce8-41ba-9dd3-0fa529c34d97,churn,0.14310712,1,churn,-0.130971501100776,-0.0035629748828068,-0.0226686806296493,-0.0599572045772401,0.0053090050101855,-0.07023511479636,0.0022765090684333,0.040783810514622,Female,38,No,No,Employed,Suburban,College,1671861600
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e9adb2b-5193-470f-b87b-3132588a4fbc,churn,0.7321216,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,66,Yes,Yes,Employed,Suburban,College,1671861600
23,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,c809db45-fcbd-426d-b5d5-1b0b2eb6bebb,no_churn,0.16760652,0,no_churn,-0.127401750518166,-0.0061583630693348,-0.124372684931877,0.0376875573699362,-0.0437164522892999,0.0413047816276139,-0.0178792241317751,-0.0158114432554066,Female,44,Yes,Yes,Employed,Suburban,College,1671861600
48,Yes,Yes,Medium Speed,Phone_Support,One year,100hrs+,Active,1d68e8b8-88ea-485f-bc3d-fb8b711f6aa4,no_churn,0.1239778,0,no_churn,-0.0447724703016683,-0.0012031784753344,-0.0394806093940769,-0.141085001695865,0.0612540380012524,-0.0149430128761105,0.0496388852774362,0.0715651986742523,Female,44,No,Yes,Employed,Rural,Doctor,1671861600
41,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,04c331fe-f6a7-4c3e-bde4-4cd2a4f923d7,no_churn,0.0077710333,0,no_churn,-0.0191364037423682,-0.004312642831137,-0.0028801570337418,-0.0532285282368047,-0.0457375514104933,-0.112156373609414,-0.0148960196821826,-0.0166784748553027,Male,59,No,Yes,Employed,Urban,College,1671861600
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b1425a9f-cc40-430d-8616-592748875325,no_churn,0.39240205,0,no_churn,-0.0442273047195976,-0.0020008695254,-0.0534776920915283,0.0499985741033924,0.0380153906167834,0.0447249848944011,0.0410927310829538,0.0146575641224262,Female,40,No,Yes,Employed,Suburban,Bachelor,1671861600
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,96e33e54-8f8e-43c7-a16c-fc8729530208,churn,0.48235777,1,churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Male,48,Yes,No,Employed,Suburban,College,1671861600
39,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb6a31da-0533-47a7-90b1-b5b353c905b2,no_churn,0.1639661,0,no_churn,-0.0498519559605574,-0.0197305682706428,-0.0621642390847864,-0.120504827666382,-0.0328957071172499,0.049537242613087,-0.013771141886591,-0.019644951956161,Female,44,No,Yes,Retired,Rural,Master,1671861600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,a8ba1f83-1766-4d07-9bb0-bb6fe3cd0568,no_churn,0.08218684,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,28,No,Yes,Unemployed,Suburban,College,1671861600
72,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,1ca9cf8a-089e-4803-bcc6-1336f9fe653f,churn,0.33005777,1,churn,-0.0980479575063759,0.002195106313843,-0.0035385853472598,-0.0130007723638664,-0.0508286289281431,-0.137602499132784,0.0117232084361103,0.020073975172454,Female,70,No,Yes,Employed,Suburban,Bachelor,1671861600
29,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,b46e9933-5a23-4d83-813d-469c8e4b6e46,churn,0.018469945,0,no_churn,-0.0012218081727405,-0.0014791250253983,-0.0150051714438632,0.0275469271803558,0.0959182127043823,-0.175005901838776,0.0464711446398359,0.0737495701008811,Male,55,No,No,Unemployed,Rural,Master,1671861600
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,42747cc3-bc1f-4372-8a7d-52e5975f1b05,churn,0.84446263,1,churn,0.190712611717022,-0.0061789109716119,0.0461398449144553,-0.0119633691619219,0.040986061143958,0.15243770190782,0.0970741123061634,0.111765798007891,Female,80,Yes,No,Employed,Urban,High School or Below,1671861600
16,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,66b6ae1a-48ef-4f6f-8ea4-87cb5ba90bd6,no_churn,0.28305414,0,no_churn,0.169642748688416,-0.0043761310125046,0.0722389333148385,0.014090074113551,0.174904473176575,0.144816054361463,0.103071728503573,0.0465859782396728,Male,41,No,No,Employed,Suburban,Master,1671861600
17,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c06f830f-4118-4802-8bda-ea2283338a54,churn,0.08010419,1,churn,0.0504782019115282,-0.0039830150897614,-0.006386243849829,-0.215926971138069,0.0342781460533296,0.0651137049575118,-0.0253081184435905,-0.0539585221262768,Male,35,No,No,Medical Leave,Suburban,College,1671861600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e873c41-dde0-43cc-9fe7-5254d368ce16,no_churn,0.6026166,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,49,No,No,Employed,Rural,High School or Below,1671861600
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,feea25cb-69b7-4f44-bc58-7a6fc2814864,churn,0.7321216,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,74,Yes,Yes,Employed,Suburban,College,1671861600
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4e247761-9419-4c89-9aac-8307a12d142e,churn,0.47093886,1,churn,-0.0092629024384859,-0.0016727387876562,0.0568996082585454,0.0071343934738069,0.115729404890208,0.0935810950560153,0.0685791453464844,0.0379263301562423,Female,58,No,Yes,Unemployed,Urban,College,1671861600
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f60072a6-4f3c-45b5-a1b9-4ff339d63731,no_churn,0.2785494,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,41,No,Yes,Employed,Suburban,High School or Below,1671861600
27,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,f37689a5-9ec0-4246-9554-e640400a1560,no_churn,0.006893208,0,no_churn,-0.0377952251384704,-0.00555702157837,-0.0168210337076197,-0.0291624744237924,0.0122191702724921,-0.103162785482782,-0.0418257849225119,-0.0469209979337574,Male,64,No,No,Unemployed,Suburban,Doctor,1671861600
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,3d3252c2-3f03-4734-b367-45d2b51b1a87,no_churn,0.004395432,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Female,22,No,Yes,Employed,Suburban,Bachelor,1671861600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8d0eafb9-3d61-4e4f-8483-3eb8b1ef3646,no_churn,0.5711695,0,no_churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Female,60,Yes,No,Employed,Urban,Bachelor,1671861600
29,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9db80c57-8f40-4baf-bb9d-4c9c388b5445,no_churn,0.30388346,0,no_churn,0.0147026525069486,-0.0077926973222383,-0.0157114199853094,0.121006021900739,0.0547784076487187,0.105027340709803,-0.0002487947653753,0.0100972695501332,Female,65,No,No,Medical Leave,Suburban,College,1671861600
66,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,5b8b1b14-4f03-4940-9a0b-99009ad4235c,no_churn,0.085867375,1,churn,-0.0769296288735131,-0.0013279213491841,0.0058984644874544,0.0029333738289096,-0.0096956379686162,-0.254778863222637,0.032793932180939,0.0520801267143906,Male,79,No,Yes,Medical Leave,Rural,College,1671861600
22,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,17290f41-1b3c-4c48-ba8e-9cc446efbd79,no_churn,0.07019368,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Female,46,Yes,Yes,Employed,Suburban,High School or Below,1671861600
55,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,236ada8d-0556-46ba-a431-5f18c44d88ed,no_churn,0.013340454,0,no_churn,-0.0207592437890161,-0.0031633233573484,-0.0098395274080303,0.0004599660754502,0.002109227440269,-0.118273080286326,-0.0251374944685267,-0.0500893432264638,Male,21,Yes,No,Unemployed,Suburban,High School or Below,1671861600
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cdd6a704-4a0e-42ec-b85b-4715b862e3bb,churn,0.6938055,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,62,Yes,No,Employed,Rural,High School or Below,1671861600
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8af684b7-3aa1-439a-9148-a8cb134bacab,churn,0.5536329,1,churn,0.30628236253594,0.128325248379788,0.0528269362293031,0.0465828247534045,0.0714544340281645,0.151404328398203,-0.0175479281771822,-0.0083543445362192,Female,71,No,No,Unemployed,Suburban,High School or Below,1671861600
5,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,80eacdd5-d8c7-425a-87df-a3f234acfc28,no_churn,0.05975533,0,no_churn,0.047021445718874,-0.0047582019865876,-0.0286834088797513,-0.019236294462571,0.0129480304964636,-0.183148024951324,-0.0385092131589772,-0.0421604861853393,Female,27,No,No,Disabled,Suburban,Master,1671861600
1,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,8db053fd-e595-409c-9ab1-83a8ade0518c,churn,0.6503412,1,churn,0.297678372309879,0.0349397657506597,0.0035659737006153,0.0228507874986462,0.0951752920165654,0.175478460572203,0.0488243279850848,0.0384608723753081,Male,39,No,Yes,Employed,Suburban,Bachelor,1671861600
5,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,db9bd72f-1d9f-4fcd-bbf5-609a8e07ca48,no_churn,0.05975533,0,no_churn,0.047021445718874,-0.0047582019865876,-0.0286834088797513,-0.019236294462571,0.0129480304964636,-0.183148024951324,-0.0385092131589772,-0.0421604861853393,Female,38,No,No,Employed,Suburban,Bachelor,1671861600
10,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,f9c5b4e4-3c9d-4870-9ff2-b0bf99bf3aa7,no_churn,0.25317395,0,no_churn,0.0964009781963614,-0.005156600180353,0.0775941490279046,0.0200049516075296,0.0775680783793086,0.104852739568987,-0.05480745319599,-0.0599274391413155,Female,39,Yes,Yes,Unemployed,Suburban,High School or Below,1671861600
31,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,ecbc5f8c-0d32-450c-a256-ecf122a12e81,no_churn,0.54650104,0,no_churn,-0.0104245878970141,-0.0055655417468551,-0.0565429678626242,0.0945327614429334,0.119147865679079,0.0983473678530936,0.0578100339678712,0.0527403480247448,Male,52,No,Yes,Unemployed,Rural,College,1671861600
54,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,42ec2899-010f-4d25-bbd6-a49197e4ae0e,no_churn,0.09220083,0,no_churn,-0.199179086415606,-0.0050368483693455,-0.0695477436619512,0.021641280250551,0.0175299410984735,0.0288707041569432,-0.0265443772609978,-0.026760019244557,Male,39,No,No,Employed,Urban,College,1671861600
65,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,05eeba91-b927-48e5-ad5b-9490d479e9fd,no_churn,0.006753,0,no_churn,-0.0647177865793264,6.75285614852328e-05,-0.0041693692651006,-0.0181567305004637,-0.029408375979965,-0.122016535744715,-0.0118777293671564,-0.0187471538027239,Male,33,No,No,Unemployed,Suburban,College,1671861600
33,Yes,No,Fiber optic,Phone_Support,Two year,0hrs,Disabled,a9ddfc70-09ed-4330-93b7-9c4589c8553f,no_churn,0.01847096,0,no_churn,0.02404117681147,-0.0015793697367553,-0.0100687023366117,0.0886447386965846,0.0260046295274787,-0.139266308285551,-0.0089113552823619,-0.0078909607519926,Male,41,No,No,Employed,Suburban,College,1671861600
51,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,5794bca8-4ba6-4a5c-a03a-b1c2fea0d19d,no_churn,0.31506872,0,no_churn,-0.154631631409079,-0.0047631696556982,0.039472660270776,0.0448414611746011,-0.167605510730386,0.0343908764484285,-0.0280030319038087,-0.0170611380667196,Female,57,No,Yes,Medical Leave,Suburban,Bachelor,1671861600
31,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1507cdad-012d-42d7-8270-b85812b0e581,churn,0.19831012,1,churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Male,21,Yes,No,Employed,Urban,College,1671861600
1,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,78549839-643a-4570-8bb6-28dc08a184ec,no_churn,0.102024496,0,no_churn,0.0722152998244564,-0.006991725117914,-0.0465796294034134,-0.050475227062443,-0.103991810781308,-0.0735381117339602,0.0170457441208782,0.043289307028026,Female,67,No,No,Employed,Rural,Master,1671861600
29,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,33e79f73-a6b7-4d19-9f33-a480fab4fb2d,no_churn,0.018469945,0,no_churn,-0.0012218081727405,-0.0014791250253983,-0.0150051714438632,0.0275469271803558,0.0959182127043823,-0.175005901838776,0.0464711446398359,0.0737495701008811,Male,73,No,Yes,Medical Leave,Suburban,Bachelor,1671861600
10,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e2832810-aa74-4ef4-8d67-f828091d2bb4,no_churn,0.25317395,0,no_churn,0.0964009781963614,-0.005156600180353,0.0775941490279046,0.0200049516075296,0.0775680783793086,0.104852739568987,-0.05480745319599,-0.0599274391413155,Female,35,Yes,Yes,Unemployed,Suburban,Bachelor,1671861600
1,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,4c302daa-f9c3-47ac-8ba7-0a78eff2f98e,churn,0.6503412,1,churn,0.297678372309879,0.0349397657506597,0.0035659737006153,0.0228507874986462,0.0951752920165654,0.175478460572203,0.0488243279850848,0.0384608723753081,Female,45,No,Yes,Employed,Suburban,College,1671861600
48,Yes,Yes,Medium Speed,Phone_Support,One year,100hrs+,Active,1935c4c7-2cf8-4bb6-ab45-589b08a23b66,no_churn,0.1239778,0,no_churn,-0.0447724703016683,-0.0012031784753344,-0.0394806093940769,-0.141085001695865,0.0612540380012524,-0.0149430128761105,0.0496388852774362,0.0715651986742523,Male,58,No,Yes,Employed,Suburban,College,1671861600
29,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a76787d8-d0ed-49a3-b076-87bd2783c52b,no_churn,0.016964972,0,no_churn,-0.0597067392723693,-0.0044944050712001,-0.0177956081321553,-0.041808878912052,-0.0237621022360326,-0.0783827614672009,-0.0198741564058582,-0.0232015016472087,Male,39,No,Yes,Unemployed,Suburban,Bachelor,1671861600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,0eb582fe-cd1b-4a4c-b03e-131b3a909817,no_churn,0.08218684,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,50,No,No,Unemployed,Rural,Bachelor,1671861600
41,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,b94ec5bf-55b0-4791-9593-0f8d12322ed4,no_churn,0.0077710333,0,no_churn,-0.0191364037423682,-0.004312642831137,-0.0028801570337418,-0.0532285282368047,-0.0457375514104933,-0.112156373609414,-0.0148960196821826,-0.0166784748553027,Female,23,No,No,Employed,Suburban,High School or Below,1671861600
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b2ce90c8-4369-42da-8b7c-a3abce04a317,churn,0.31325126,1,churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Female,51,No,Yes,Employed,Suburban,High School or Below,1671861600
51,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ab2dee17-30bf-4bb0-a948-31c475c3cb50,no_churn,0.31506872,0,no_churn,-0.154631631409079,-0.0047631696556982,0.039472660270776,0.0448414611746011,-0.167605510730386,0.0343908764484285,-0.0280030319038087,-0.0170611380667196,Male,46,Yes,Yes,Unemployed,Suburban,College,1671861600
33,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,313eef75-63fc-4bb8-a473-df44b20ff2bb,no_churn,0.016976308,0,no_churn,-0.0049183557674132,-0.0004957526563157,-0.0324273743080902,-0.0238540729874785,0.0827120628957163,-0.0778133989173329,0.0259039582747391,0.0618667827685749,Female,46,No,No,Medical Leave,Urban,Bachelor,1671861600
67,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,192c462b-2d7f-4d1d-b4d3-c7e2c55aaa38,no_churn,0.03543032,0,no_churn,-0.0619213286940521,-0.0043020469376097,-0.0333824654708951,-0.0255231070798799,0.0052231983873116,-0.0946545768638043,-0.0222269896844591,-0.0289055040403127,Female,61,Yes,Yes,Employed,Urban,College,1671861600
32,Yes,No,Low Speed,Phone_Support,One year,<80hrs,Active,126bef1b-da96-40b6-8362-fb2ecfa13bf5,no_churn,0.15514919,0,no_churn,0.0076416919765324,-0.0038051833374993,0.0125224217679442,-0.0073253916471321,0.0714889832656808,-0.106915553023005,0.061683148707707,0.0656837337556498,Female,53,Yes,No,Employed,Urban,College,1671861600
14,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,0396e23a-57d1-4548-9f1f-28f562ed96dd,no_churn,0.3885585,0,no_churn,-0.0509190334755021,-0.0088266314407974,0.0466062914784106,0.0287875744390476,-0.135554755363332,0.0631197725740139,-0.0285959493950667,-0.0305920086027163,Male,60,No,Yes,Employed,Rural,College,1671861600
31,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,83c5c52f-ed2c-4a18-bfac-d59b5a843557,no_churn,0.25639778,0,no_churn,-0.0773929472718191,-0.0027375087159452,-0.116500180785006,0.0005490079384981,-0.0313743650120886,-0.0762403263799933,0.0288812402477742,0.0457889287432408,Female,67,Yes,Yes,Employed,Urban,College,1671861600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8c95eebb-fd41-4cf0-9216-4edebfd77843,no_churn,0.20264061,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,67,Yes,Yes,Employed,Suburban,College,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,59306cc6-af97-4b7e-914d-0507c94d0224,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,23,No,Yes,Employed,Suburban,High School or Below,1671861600
50,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,59e5d78a-d869-481a-81b5-5c12678647d3,no_churn,0.0468977879999999,0,no_churn,-0.0429564243067488,-0.0084652136604745,-0.0283900268348315,-0.0280720494228262,0.0146179576559552,-0.113769323832576,-0.0253990144869931,-0.0365920585054482,Female,60,No,No,Unemployed,Rural,High School or Below,1671861600
37,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,e4ee797f-0e11-44f6-b543-65f4363e5d64,no_churn,0.043057777,0,no_churn,-0.0596341467005095,-0.0037931952306098,-0.0138147979748646,-0.0263705642807872,-0.0171474177957497,-0.0599940303572566,-0.030980391157318,-0.0572916091804654,Female,64,No,Yes,Employed,Suburban,High School or Below,1671861600
10,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,1f8e762f-31db-40f9-ba47-6e4e1e698336,no_churn,0.25317395,0,no_churn,0.0964009781963614,-0.005156600180353,0.0775941490279046,0.0200049516075296,0.0775680783793086,0.104852739568987,-0.05480745319599,-0.0599274391413155,Male,26,Yes,Yes,Employed,Suburban,College,1671861600
67,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,ccd32bbb-8035-4950-9b4f-c21575e59014,no_churn,0.03543032,0,no_churn,-0.0619213286940521,-0.0043020469376097,-0.0333824654708951,-0.0255231070798799,0.0052231983873116,-0.0946545768638043,-0.0222269896844591,-0.0289055040403127,Female,23,No,No,Unemployed,Urban,College,1671861600
71,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,1abc0d7b-53a9-4a89-8e0f-a49da6eb4e80,no_churn,0.18047483,0,no_churn,-0.133168339714575,-0.0019133746442639,-0.0186862034897694,-0.0499144691762103,0.0274545051276254,-0.100875866663891,0.045492794238853,0.0625848031952773,Male,66,No,No,Employed,Suburban,College,1671861600
61,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,ecba7809-3675-4e06-a2b8-96fbd7cc6d68,no_churn,0.009488504,0,no_churn,-0.0621762299046713,-0.0036178432073756,-0.0117798405910798,-0.0255590422222394,0.0027043371727631,-0.116643302051752,-0.0259198748376002,-0.0260343579508116,Female,42,No,Yes,Disabled,Suburban,College,1671861600
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,ab5933ae-1f1f-480e-8862-558a782f29a0,no_churn,0.48671505,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Female,29,No,No,Employed,Rural,High School or Below,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,968c97a1-a83d-4415-8b0f-17d77bb0b81d,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,50,No,Yes,Employed,Urban,Bachelor,1671861600
34,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,773916ae-6126-4d77-a257-670a7479454e,churn,0.117514186,1,churn,-0.0555013392485125,-0.0058613645481227,0.0019607746662541,-0.0356759883175527,-0.118489268352264,0.043786276881965,-0.0335000466229394,-0.0357451954141106,Male,50,Yes,Yes,Employed,Suburban,Master,1671861600
66,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,e9948791-623f-433c-92b6-39f635d7d9f3,no_churn,0.004695642,0,no_churn,0.00017995304559,-0.0019396993458758,0.0287582223421668,-0.0145111262208047,-0.0179087478313522,-0.167711543775131,-0.021700766055128,-0.0155257765970418,Male,38,No,No,Unemployed,Suburban,High School or Below,1671861600
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,c956d9aa-27ee-481a-b927-68889fef8347,churn,0.1477776,0,no_churn,-0.0894650204574009,-0.001677106756797,0.0172317746244061,-0.050880570009167,-0.0412896031053514,-0.105865362018376,0.0347038753813103,0.0382158602880554,Female,21,Yes,No,Employed,Suburban,High School or Below,1671861600
61,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,cb564dc3-2944-47d0-844a-148ee410ce4b,no_churn,0.024456987,0,no_churn,-0.0539392356872758,-0.00460505488134,-0.0107154927787178,-0.0640197083905877,0.0046296335430815,-0.0757490778574901,-0.0333673179941524,-0.0312598989956495,Male,28,No,No,Employed,Urban,College,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c99825c8-30be-48f4-ae3d-ed468bc6e030,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,65,Yes,Yes,Unemployed,Suburban,College,1671861600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,36d0b250-7269-4c86-b686-5ec8993d16a6,no_churn,0.3526864,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,22,No,No,Employed,Urban,Bachelor,1671861600
7,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,fae33fc0-2da9-41e7-935b-1ca9af9e2aa3,churn,0.53389335,1,churn,0.143473042291171,-0.0074250004233181,0.0109300925528714,-0.0008253639618169,0.136860094737303,0.113136669146406,0.0615319873575663,0.0512923283433065,Female,77,No,Yes,Medical Leave,Suburban,College,1671861600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,44b822e4-6f8b-46e1-b264-2e81192f49a7,churn,0.32883453,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,20,Yes,No,Employed,Rural,Master,1671861600
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b325704a-1283-46d1-94c0-8a8e80f78956,no_churn,0.19365053,0,no_churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Male,62,No,No,Employed,Suburban,Bachelor,1671861600
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f33cbccf-2f43-4f4a-9787-04162e5877bc,churn,0.31325126,1,churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Male,70,Yes,Yes,Employed,Urban,Bachelor,1671861600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1ee5e2c5-25fb-4e01-86d2-bf73e2dc0d4a,no_churn,0.60947925,0,no_churn,0.0802101805175789,-0.0044789411211422,0.0660933616369857,1.64468288767239e-05,0.0864066068563261,0.117119096057504,0.0572969332040429,0.0348657274122342,Male,49,No,No,Employed,Suburban,College,1671861600
31,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e1d076f1-8c37-4f40-a78e-a8ecfa8e0a6b,churn,0.19831012,1,churn,-0.0662430580033924,-0.0082727224864174,-0.0391150470876255,-0.0609073204960805,-0.0856754935054505,0.056069580787016,-0.0205034467586028,-0.0443786425431244,Male,77,No,Yes,Medical Leave,Suburban,Bachelor,1671861600
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bf052e77-f0b1-4976-aef8-8c110440bc38,churn,0.3762319,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,20,No,Yes,Employed,Suburban,High School or Below,1671861600
8,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,3ead754d-5bab-4f2d-8b7e-9cba03d15ca9,no_churn,0.06882604,0,no_churn,-0.0047085677952236,-0.0057123397697796,-0.0188813551280691,-0.0526586800229961,-0.0398496125011206,-0.0956325945687422,-0.0242245812067085,-0.0273584215746996,Female,23,No,No,Unemployed,Suburban,Bachelor,1671861600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,7fbc8e4d-a569-465e-a2dc-5e071e612293,no_churn,0.08218684,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,23,Yes,Yes,Unemployed,Suburban,Doctor,1671861600
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,65d1460f-6099-4b2a-9034-01c1e50c5f68,no_churn,0.17417553,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Female,35,No,Yes,Employed,Suburban,Bachelor,1671861600
24,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d0624e3-4ecb-4cae-b2f4-700adf82fff0,no_churn,0.109326266,0,no_churn,-0.113681699006493,-0.0161141832323119,-0.106022086422045,-0.0225697876722097,0.0225232241527646,0.0415761473040674,-0.0300298810340154,-0.0347078847049124,Female,52,Yes,No,Employed,Suburban,High School or Below,1671861600
29,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,82c3cf62-41cf-433b-ba8f-cfc524111a2d,no_churn,0.018469945,0,no_churn,-0.0012218081727405,-0.0014791250253983,-0.0150051714438632,0.0275469271803558,0.0959182127043823,-0.175005901838776,0.0464711446398359,0.0737495701008811,Female,53,No,Yes,Employed,Urban,High School or Below,1671861600
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,415cc733-3489-40e7-87d3-1bd36f4f938e,churn,0.6938055,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,31,No,Yes,Employed,Rural,High School or Below,1671861600
50,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,5d41bc6f-862e-4fd2-b00b-6c1f87914a6c,no_churn,0.0468977879999999,0,no_churn,-0.0429564243067488,-0.0084652136604745,-0.0283900268348315,-0.0280720494228262,0.0146179576559552,-0.113769323832576,-0.0253990144869931,-0.0365920585054482,Male,20,Yes,No,Unemployed,Rural,Bachelor,1671861600
45,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,045d207e-2238-4f0e-9e11-cef7fde8f633,no_churn,0.0333488429999999,0,no_churn,-0.0713866330418295,-0.0035836180516707,-0.0128691042827176,-0.0349881914128309,-0.0210234681380916,-0.0891095381892228,-0.0154920044821665,-0.0165735947145822,Male,60,Yes,Yes,Employed,Suburban,Master,1671861600
10,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,20232c1b-052d-4ea2-a7e9-265f2f792814,churn,0.5995222,1,churn,0.160707403774832,-0.0017758154127477,0.141824233587813,-0.0027399499459534,0.103550465232611,0.148254244959408,0.076094754959613,0.105058516929703,Male,77,Yes,Yes,Employed,Suburban,College,1671861600
53,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,56cd391b-3584-45c1-9747-8a0b836e54e0,no_churn,0.1486243,0,no_churn,0.0207877791644386,-0.003823816142376,0.0632250814465078,-0.0072660072961389,0.0165778748821503,-0.160365722332335,0.0110081529341641,0.0708305067944093,Female,27,No,No,Disabled,Suburban,Bachelor,1671861600
36,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,a65bf093-d1e2-4e08-aea9-b3cd5c80d3e2,churn,0.14310712,1,churn,-0.130971501100776,-0.0035629748828068,-0.0226686806296493,-0.0599572045772401,0.0053090050101855,-0.07023511479636,0.0022765090684333,0.040783810514622,Female,43,Yes,No,Employed,Rural,High School or Below,1671861600
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7579f694-25de-414b-a0a5-5f073380a7b2,churn,0.40956664,1,churn,0.0465151132037681,-0.0020761108560691,0.144700961064655,0.11194520335921,0.0268065050690165,0.135025740191122,0.128703363863979,0.079353087322197,Female,70,Yes,No,Employed,Rural,Bachelor,1671861600
60,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,bce0f9f0-4be2-4cf6-82e7-f4efa3107f32,no_churn,0.12322355,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Male,52,No,No,Retired,Urban,College,1671861600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c4b01595-4d41-4131-9633-a61d2c14665a,churn,0.32883453,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,76,No,Yes,Employed,Urban,College,1671861600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,170f263a-2c2b-485f-bc5e-c5de81d75f8d,no_churn,0.69418466,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,58,No,Yes,Employed,Urban,Bachelor,1671861600
34,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f7274890-2a5d-47e7-a158-cb7ce19acd23,churn,0.117514186,1,churn,-0.0555013392485125,-0.0058613645481227,0.0019607746662541,-0.0356759883175527,-0.118489268352264,0.043786276881965,-0.0335000466229394,-0.0357451954141106,Male,65,Yes,Yes,Retired,Suburban,Bachelor,1671861600
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c7ef68b-18ce-4f3c-bd2a-4760b7cbe0e8,no_churn,0.36885256,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Female,37,No,Yes,Employed,Suburban,High School or Below,1671861600
29,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,2a72a1bc-9497-4dc4-ad7d-8bb0968f53d8,churn,0.49756142,1,churn,0.0010883495671532,-0.0021554218725759,0.111315125524698,0.0889733803825038,0.048708339234472,0.122046073685851,0.0760291243999563,0.0516325885951846,Male,57,No,No,Employed,Urban,Bachelor,1671861600
60,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,e1bc9923-453f-463d-8e52-3692b45e5278,no_churn,0.12322355,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Female,47,Yes,Yes,Unemployed,Suburban,College,1671861600
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,14ed4e79-cc75-4885-b867-c4c871def0b3,no_churn,0.32552665,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,76,No,Yes,Retired,Suburban,Doctor,1671861600
66,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,ae9bd1dc-94ac-40e8-b99e-a74da606308f,churn,0.085867375,1,churn,-0.0769296288735131,-0.0013279213491841,0.0058984644874544,0.0029333738289096,-0.0096956379686162,-0.254778863222637,0.032793932180939,0.0520801267143906,Male,43,Yes,Yes,Employed,Urban,College,1671861600
15,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,b37f4f52-ed4d-47d0-a755-bbe6cb8188bf,no_churn,0.07709695,0,no_churn,0.003371951193576,-0.0059875096788164,-0.0537184296006171,-0.0160701575871689,0.0340694422101478,-0.167785218295508,0.0074036472910029,0.0448567922654638,Female,66,No,No,Unemployed,Suburban,Bachelor,1671861600
14,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,304e5f16-9c72-4be0-bf5f-240d9a6d7081,no_churn,0.3885585,0,no_churn,-0.0509190334755021,-0.0088266314407974,0.0466062914784106,0.0287875744390476,-0.135554755363332,0.0631197725740139,-0.0285959493950667,-0.0305920086027163,Female,21,Yes,No,Employed,Urban,Bachelor,1671861600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,99617519-f858-45d3-99cb-9df531d165b7,churn,0.3697365,1,churn,0.212418583823392,-0.0029077581879391,-0.0148756246434732,0.135277356066545,0.0499247837607617,0.141969954456035,0.123748347491855,0.0754182173422123,Male,56,No,No,Employed,Urban,High School or Below,1671861600
56,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,969357cb-bd41-457f-99f8-fdef1e76007e,no_churn,0.012078841,0,no_churn,-0.0171225562495419,-0.0030612429416942,0.0018845420928846,-0.056905052242073,0.0191865562814382,-0.130813404847777,-0.0356935214094301,-0.0465014731460178,Female,47,Yes,No,Employed,Suburban,College,1671861600
48,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,ebc75e7f-0874-42a4-a39e-8aa00bca622b,no_churn,0.0109800019999999,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Female,56,No,Yes,Disabled,Suburban,High School or Below,1671861600
6,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,62a14bfe-1a30-4ddd-ad2f-dbb2625d4f13,churn,0.80653095,1,churn,0.155954968820733,-0.0015085178226581,-0.0091580294319555,0.132293673853978,-0.0476962485275635,0.0821592580882315,0.069807808208825,0.0891209363228108,Female,53,No,Yes,Retired,Urban,Bachelor,1671861600
45,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,6c2c4cad-7651-4c75-8441-b673c219619a,no_churn,0.0333488429999999,0,no_churn,-0.0713866330418295,-0.0035836180516707,-0.0128691042827176,-0.0349881914128309,-0.0210234681380916,-0.0891095381892228,-0.0154920044821665,-0.0165735947145822,Male,66,No,Yes,Employed,Suburban,Bachelor,1671861600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5f19c5b9-244f-4d29-b84e-f44f44227859,no_churn,0.60947925,0,no_churn,0.0802101805175789,-0.0044789411211422,0.0660933616369857,1.64468288767239e-05,0.0864066068563261,0.117119096057504,0.0572969332040429,0.0348657274122342,Female,31,No,Yes,Disabled,Suburban,Master,1671861600
30,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,e2009e2a-6019-4a86-8aa9-61276b0a64d3,no_churn,0.11772102,0,no_churn,-0.0040512515804857,-0.0056297532621647,-0.0029619162674589,-0.0181717435159043,-0.0144649578618373,-0.166920235645885,-0.0233970324004258,-0.0334292611562523,Male,61,No,Yes,Employed,Suburban,Bachelor,1671861600
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,34b5ffae-a30f-4f29-acf1-7c562ddae1fb,no_churn,0.2785494,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,40,No,Yes,Unemployed,Suburban,High School or Below,1671861600
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,da26c565-a00a-4bb7-bbe7-a5ad7c7e5400,no_churn,0.080517456,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Female,71,No,No,Unemployed,Urban,Bachelor,1671861600
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,48499364-7f95-4f88-98f5-278da514b5b3,no_churn,0.16216467,0,no_churn,0.0407697956688571,-0.0071328572962738,-0.0601449740659336,-0.0559257238312966,-0.160315474656181,0.0555860438660056,-0.0438479515204744,-0.028015011473617,Male,34,No,Yes,Employed,Suburban,College,1671861600
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,cf438e3e-ff0a-43c0-9832-3ea1fe97c21a,no_churn,0.004395432,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Male,26,No,No,Employed,Suburban,Bachelor,1671861600
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,da346043-958e-4022-8833-585a9b848713,no_churn,0.5588951,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,50,No,Yes,Employed,Suburban,College,1671861600
7,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,8d1f9ff6-87a6-4670-b932-d412b4975907,churn,0.53389335,1,churn,0.143473042291171,-0.0074250004233181,0.0109300925528714,-0.0008253639618169,0.136860094737303,0.113136669146406,0.0615319873575663,0.0512923283433065,Male,47,No,No,Employed,Suburban,College,1671861600
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d01f1c75-d387-420c-affc-c494699a9514,churn,0.7093657,1,churn,0.102924305305523,-0.0030194169171591,0.0495083695876428,0.064617694501303,0.095282654778066,0.147100008286143,0.128888509181566,0.127338398287488,Female,76,Yes,Yes,Employed,Rural,College,1671861600
10,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,9284058a-48aa-4d60-a1d2-3fcaf7dc52fe,no_churn,0.25317395,0,no_churn,0.0964009781963614,-0.005156600180353,0.0775941490279046,0.0200049516075296,0.0775680783793086,0.104852739568987,-0.05480745319599,-0.0599274391413155,Male,50,Yes,No,Retired,Suburban,Bachelor,1671861600
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6e229aad-063c-4384-aa8d-71874ec80a42,no_churn,0.19365053,0,no_churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Female,62,No,No,Employed,Suburban,Master,1671861600
10,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,cbec1e52-b93f-49b9-998c-f9e324ffdbb4,no_churn,0.25317395,0,no_churn,0.0964009781963614,-0.005156600180353,0.0775941490279046,0.0200049516075296,0.0775680783793086,0.104852739568987,-0.05480745319599,-0.0599274391413155,Male,58,No,No,Employed,Rural,College,1671861600
29,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,174d07ef-ed07-443e-bdde-290abe9d698d,no_churn,0.14813295,0,no_churn,0.0644908331845545,0.000433927957747,0.0333482072741207,0.0401852665441947,0.118101028541842,-0.0093242957907932,0.162200592217796,0.101538296524886,Male,55,Yes,Yes,Employed,Urban,College,1671861600
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,21e7a36d-9ac1-4361-a2c9-eab07ddd9d1a,no_churn,0.11399781,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Male,45,No,Yes,Medical Leave,Suburban,Bachelor,1671861600
25,No,No phone service,Medium Speed,Phone_Support,One year,<50hrs,Active,2c503958-5b1b-41a6-9309-a1f5d4813a82,no_churn,0.09950157,0,no_churn,-0.0065765630833811,-0.0254599203347424,-0.0071114900438033,-0.0360789212744839,0.0701832791744345,-0.115755705984502,0.0239892406150102,0.0697839314898374,Female,61,No,No,Employed,Rural,Bachelor,1671861600
72,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b6f4eade-11b0-4216-a95d-fceadd679141,no_churn,0.17195027,0,no_churn,-0.225409914175775,-0.0040326551814723,-0.0232490265768296,-0.0532890834565432,-0.0143316489590733,0.0402584414813259,-0.018106304670091,0.039134039605924,Male,77,No,Yes,Employed,Rural,College,1671861600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5ff5168b-a94c-444f-8048-aab399b3f43a,no_churn,0.60947925,0,no_churn,0.0802101805175789,-0.0044789411211422,0.0660933616369857,1.64468288767239e-05,0.0864066068563261,0.117119096057504,0.0572969332040429,0.0348657274122342,Female,44,No,Yes,Unemployed,Suburban,High School or Below,1671861600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5af806cf-82f9-409d-8d1d-3e426da60251,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,74,Yes,Yes,Employed,Urban,College,1671861600
67,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,43a42fc3-bb52-4f1b-9d93-c4400fc4f982,no_churn,0.018648556,0,no_churn,-0.0914717555744755,0.0079621120766842,-0.0030507842906536,-0.0158005115812284,0.0030894643193096,-0.131432810176238,-0.0181439365833966,-0.0201779317171303,Male,21,Yes,Yes,Employed,Urban,High School or Below,1671861600
41,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4d1adeec-7e53-4385-a284-37addda383f7,no_churn,0.19233926,0,no_churn,-0.0450521889398623,-0.0135171447495667,0.0537570905850407,0.0144456764820643,0.0865602591714014,0.091326505342522,-0.0344456144973082,-0.0201423992210766,Male,75,No,Yes,Unemployed,Suburban,Bachelor,1671861600
50,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,a4229f09-8024-4d77-a89a-f0fc7d9d2822,no_churn,0.0468977879999999,0,no_churn,-0.0429564243067488,-0.0084652136604745,-0.0283900268348315,-0.0280720494228262,0.0146179576559552,-0.113769323832576,-0.0253990144869931,-0.0365920585054482,Male,54,No,No,Disabled,Suburban,Bachelor,1671861600
36,No,No phone service,High Speed,In_Store_Support,One year,100hrs+,Active,b8e08e03-e3b4-4e98-9b71-7b4b976e01bf,no_churn,0.10696738,0,no_churn,-0.0851381616028493,-0.0161216966165102,-0.0134809536176726,-0.0410885874800806,-0.053059338718217,-0.0872050554762518,0.0184924353503038,0.0285752041512387,Female,75,No,No,Employed,Suburban,High School or Below,1671861600
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,20f84915-252e-4d6d-851b-8a5bde11b408,churn,0.5536329,1,churn,0.30628236253594,0.128325248379788,0.0528269362293031,0.0465828247534045,0.0714544340281645,0.151404328398203,-0.0175479281771822,-0.0083543445362192,Female,67,Yes,Yes,Employed,Suburban,College,1671861600
42,No,No phone service,High Speed,Phone_Support,One year,<80hrs,Active,4e88b21f-b86f-415b-ba6b-834ba82aadb8,no_churn,0.112036966,0,no_churn,-0.0762332029823505,0.0053928834865496,-0.0034685268189355,-0.040903946950109,0.0263998189014728,-0.140670494205378,-0.0089997844644676,0.0194571025885898,Male,47,No,No,Employed,Suburban,Bachelor,1671948000
56,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,e97fd95b-7f71-4536-a716-15bd5dcac671,no_churn,0.04135155,0,no_churn,-0.0305031121023148,-0.0035018465151733,0.0059713668228232,-0.009600247413,-0.0836073212926567,-0.117996313236781,-0.0170820427992475,-0.0127066355757506,Male,42,No,No,Employed,Suburban,High School or Below,1671948000
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,66ef73d0-1a1f-4d25-a634-5c9cc5ff2782,no_churn,0.005232459,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Female,57,Yes,Yes,Employed,Urban,High School or Below,1671948000
67,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,88bcbade-2711-4517-83c5-10ddfe23671a,no_churn,0.013843681,0,no_churn,-0.115454813725228,-0.0111485465816986,-0.0197189734058884,0.0045400556154891,0.0185969676298918,-0.167585294236324,0.0277407311351998,0.0440037221475904,Male,21,No,Yes,Employed,Urban,Bachelor,1671948000
43,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,d82af18f-b82f-4a17-8139-6ea12beba741,no_churn,0.017574051,0,no_churn,-0.0342693536486876,-0.0019036951307134,-0.0001241417771598,-0.0297968548536118,0.0588758705723739,-0.167277561487535,0.0294407370535736,0.0760288482094074,Male,44,Yes,Yes,Unemployed,Suburban,College,1671948000
71,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,5502d167-daa6-4c21-a853-4f0fbfba8c4d,no_churn,0.054587193,0,no_churn,-0.16171590452187,-0.0022904134715099,0.0007877535728493,-0.0040616741496342,0.0028023432602731,-0.131676169723869,0.0357160399730401,0.0614118737746866,Male,22,No,Yes,Medical Leave,Suburban,Bachelor,1671948000
47,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,8d43c148-1645-48fa-9021-55ba2bfcffb8,churn,0.01594122,0,no_churn,-0.0494530993880744,-0.0026595814970278,0.0213739234258355,-0.0008975902519887,-0.055603279147117,-0.229004892552493,0.0283846347429607,0.0388337319580568,Female,26,No,No,Unemployed,Rural,College,1671948000
5,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,cbf031da-6663-4d51-b762-084ca8fef2ed,no_churn,0.35027617,0,no_churn,0.0693182713411806,-0.0047344621990669,-0.099925267988342,0.0071563838175006,0.0778041441334244,0.0826588018677193,-0.0913347402782892,0.03936404953909,Male,73,No,No,Employed,Suburban,Bachelor,1671948000
42,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,dbf36743-5daa-4def-9f95-2bddccc245cc,churn,0.017350145,0,no_churn,-0.0333536451912914,-0.0042689312763832,0.0019954583403705,-0.0055939725709504,-0.0681043575128569,-0.20403035772626,0.0220814142298513,0.0322482393120844,Female,35,No,Yes,Unemployed,Suburban,High School or Below,1671948000
70,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,da5ca958-acb7-4cc9-a07c-b9ff0c05c1bd,no_churn,0.0073394559999999,0,no_churn,-0.0630240108622274,-0.0033774295195144,-0.0303949632078638,-0.0226845956201668,-0.0459298071074408,-0.132180867730076,0.0169257930830463,0.0216397287843392,Male,51,No,Yes,Retired,Suburban,High School or Below,1671948000
26,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,8b4aebd2-5b40-48be-956d-e014c0274056,no_churn,0.10860201,0,no_churn,0.069220349943871,-0.0001506018664986,0.0226005336100024,0.0402129782252268,0.124881868821449,-0.0370204650729101,0.160469322058743,0.106093204022436,Male,75,No,No,Unemployed,Suburban,High School or Below,1671948000
42,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,d844b8de-dc81-4391-9864-128e4c275f47,churn,0.13747263,0,no_churn,0.0689140372373913,0.000447020408028,-0.0011313085660913,-0.0018321750241193,0.0545866556796863,0.0244190931119555,0.0703260036621759,0.0752445295522557,Male,38,Yes,No,Medical Leave,Suburban,High School or Below,1671948000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<80hrs,Active,77b172e0-15b4-4718-a2b1-d850781d993d,churn,0.054297958,1,churn,-0.112731292328099,-0.0034927247583073,0.003481441546537,-0.023219483318453,-0.0366681272605274,-0.133370610723323,0.0140460273565076,0.0285633658865663,Female,20,No,No,Unemployed,Suburban,Master,1671948000
63,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,dbf70267-d867-4086-96f6-559b4c872405,no_churn,0.07107293,0,no_churn,-0.0628173850835082,-0.0012018512303984,-0.0743912463136439,-0.0196156131864518,0.0514503751468328,-0.116345955115266,0.0606825660076174,0.0632129603889552,Male,37,No,Yes,Employed,Rural,Bachelor,1671948000
66,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,e5ac037d-cee0-4fba-9cdf-82b049453651,no_churn,0.012960603,0,no_churn,-0.0615879093913781,-0.0132102682705317,-0.0176430409525573,-0.013054890910821,-0.0423206315904781,-0.143923632210767,0.0013293926084952,0.0213848264541138,Male,45,Yes,Yes,Employed,Suburban,High School or Below,1671948000
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,4af2ce28-cec7-4548-95f2-55921efbc3a2,no_churn,0.0048564076,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,69,No,No,Employed,Rural,College,1671948000
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,ed0bdc62-5bfb-4d68-a6ae-b0a40d004ebc,no_churn,0.028331762,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Male,55,No,No,Retired,Urban,College,1671948000
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,bf519d0d-4089-4914-9de3-43d54d651ae8,no_churn,0.018130612,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Male,42,No,Yes,Employed,Rural,College,1671948000
26,No,No phone service,Medium Speed,Phone_Support,One year,<80hrs,Active,2a84eaaa-26e1-4511-bdbf-0c33444e1a45,no_churn,0.10754706,0,no_churn,-0.063398900562579,-0.0099163659590203,-0.0061768047605482,0.0055758953142139,0.0624803792975944,-0.151380112878583,0.0140319090449475,0.0697578492420552,Male,49,No,Yes,Employed,Suburban,Bachelor,1671948000
55,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,40029d23-d539-4383-a437-47ed2f70f3c7,churn,0.18699804,1,churn,-0.0963027052733014,-0.0117411008759927,0.0010828408019779,-0.0650629968825433,0.0480748237412444,0.0246788147990719,0.0577529215312324,0.0724912503905579,Female,73,No,No,Employed,Suburban,Bachelor,1671948000
42,Yes,No,Medium Speed,In_Store_Support,One year,100hrs+,Active,af72663d-5bb4-4e30-a9ab-b8c98f5250ec,churn,0.07645456,0,no_churn,0.0165017779384288,-0.0013963158051046,-0.0002552871691841,-0.105125878264298,-0.0675548091824202,-0.0094944878250862,0.0102800598706744,0.0480187899021984,Male,51,Yes,Yes,Unemployed,Urban,High School or Below,1671948000
67,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,a9729b11-463e-426b-a239-9bfeb374471c,no_churn,0.023759427,0,no_churn,-0.103621334048185,-0.0024224914700243,-0.003516152813263,-0.0176472393502626,0.0199101254752349,-0.197285242128628,0.0335482468481677,0.0420079362788237,Female,44,No,Yes,Employed,Suburban,College,1671948000
71,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,f6b99449-b485-4864-81d9-b152a80eab3a,no_churn,0.007311148,0,no_churn,-0.0875931547382788,-0.0064482703246403,-0.0090323132594176,-0.0245681711341239,-0.0161158329935142,-0.0709562559668938,-0.0162108275363152,-0.0281013275399072,Male,72,No,No,Unemployed,Suburban,Bachelor,1671948000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1c26cf50-b285-4fd7-a344-826925e50842,no_churn,0.47014835,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,52,No,Yes,Employed,Urban,Bachelor,1671948000
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,6e32e4fb-504e-495b-9ade-54a312981b7d,no_churn,0.30746865,0,no_churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,46,Yes,Yes,Employed,Suburban,Bachelor,1671948000
55,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,cf3d72da-95c6-442d-8a51-f587afcdbc7e,no_churn,0.02391178,0,no_churn,-0.0513283718364891,-0.003151893439026,-0.012837662435968,-0.0575604181558264,-0.018465086175529,-0.0831163981590907,-0.0142108341307448,-0.0166888202179325,Male,40,No,Yes,Medical Leave,Suburban,High School or Below,1671948000
42,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,9948a2ed-c07b-4e27-8edf-c91986737d38,no_churn,0.0313641729999999,0,no_churn,-0.0050297602462251,0.0177068084535312,0.0033451430456807,-0.016655949044848,-0.013718455647313,-0.159658489821541,-0.011029958289273,-0.0139854905629454,Male,40,No,Yes,Unemployed,Urban,Bachelor,1671948000
11,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,8b3a4bb9-89d2-4e45-a26b-2e606272037d,no_churn,0.08625317,0,no_churn,-0.0394982352279839,-0.0070184532687562,-0.0363131727276959,-0.0419881676821569,-0.0332543335699847,-0.064755818033218,-0.0213421607810596,-0.0248558097631576,Male,47,Yes,No,Unemployed,Rural,High School or Below,1671948000
48,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,aa88257a-5845-4d3b-831a-51d6fbdabef2,churn,0.057143766,1,churn,-0.0387677284981236,-0.0042946636867782,-0.0111084927954379,-0.0558427705245594,-0.0148799132488329,-0.046307617151433,-0.0204865321893157,-0.017338433329487,Female,51,No,No,Employed,Urban,College,1671948000
56,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,9766ad91-c2d8-40bb-862f-d0d2d5e59c3b,no_churn,0.0469550829999999,0,no_churn,-0.0240590430552219,-0.0040961914932631,-0.0227626326911558,-0.0275644381341408,-0.081804101291691,-0.0663625147378479,-0.0203377585185808,-0.0220394728243627,Female,23,No,Yes,Unemployed,Suburban,Bachelor,1671948000
3,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f5ef310-07c1-41ad-8b88-9b49162df492,no_churn,0.3640127,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,42,Yes,Yes,Employed,Suburban,High School or Below,1671948000
23,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0e5a5c55-bbb8-48d2-9c28-9f503be6452c,no_churn,0.094778106,0,no_churn,-0.126433624181936,-0.0062800773251183,-0.0401938572586186,-0.046728421996122,0.0024063537857728,0.0357677072389742,-0.0434802293829852,-0.0340840022751217,Female,57,No,Yes,Retired,Suburban,Master,1671948000
10,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ae9f8742-2cf9-4ea3-a7c2-2efca8259203,no_churn,0.3131805,0,no_churn,-0.0457616907794908,-0.0108286723909441,-0.0307204845403066,-0.0682545536643556,-0.0425068681955781,0.0481069614114403,-0.0360374891603532,-0.0290233530595014,Male,76,No,Yes,Employed,Rural,College,1671948000
66,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,a981d261-b43c-4d66-a78b-678c89289cf5,churn,0.11199768,1,churn,0.00017995304559,-0.0019396993458758,0.0287582223421668,-0.0145111262208047,-0.0179087478313522,-0.167711543775131,-0.021700766055128,-0.0155257765970418,Female,52,No,Yes,Employed,Urban,College,1671948000
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,f44e6f6c-58b7-44f8-80e9-5cad61cd3f72,no_churn,0.0022769645,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,27,Yes,Yes,Employed,Suburban,High School or Below,1671948000
41,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,53198610-2237-4607-b90b-def638dfa8b0,no_churn,0.06035117,0,no_churn,-0.0237357413646714,-0.0084712582412612,0.0159962323217769,-0.0646777305337855,0.0191145018794304,-0.112195424996326,-0.0213164003387009,-0.0337403296072352,Male,24,No,No,Disabled,Urban,College,1671948000
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,bbc83b43-d442-47e9-bd6c-155dcb46f985,churn,0.67179984,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,48,No,No,Employed,Rural,High School or Below,1671948000
40,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,56a2bc2c-8f06-424d-9b4d-89947ff25f59,no_churn,0.11280277,0,no_churn,-0.106338767193038,-0.0178243997722893,-0.031283487529181,-0.0344983812294231,-0.0536784859949875,0.0344993467795211,-0.0372370035602944,-0.0226649727130097,Female,40,No,Yes,Unemployed,Suburban,College,1671948000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca306654-53c6-4e31-ab8c-779c39ea2f8f,churn,0.4787143,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,58,Yes,No,Employed,Suburban,High School or Below,1671948000
23,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6e4517a6-4d70-48a4-b9b6-ce0dd2d49996,no_churn,0.11166132,0,no_churn,-0.169545308941615,0.0463639758319732,0.0044509427031061,-0.0583467255969935,-0.0187563093723747,0.0548063190494576,-0.0131145271135665,-0.0348845163724854,Female,78,No,Yes,Employed,Suburban,College,1671948000
58,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,78363455-06ba-49dd-b546-9b4e2a25981f,no_churn,0.05333613,0,no_churn,-0.0699790688966368,-0.0068471964023819,-0.0076651663482107,-0.0201179395167309,-0.0192564202060066,-0.0486515283011522,-0.0212294998214929,-0.0252793329940504,Male,41,No,No,Disabled,Suburban,Bachelor,1671948000
21,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,ccf5c3e8-96a2-4ab3-9bde-b64d1a87d37e,churn,0.07131264,1,churn,-0.0243384434967356,-0.0077713151026546,0.0146089329538654,-0.0482433215744958,-0.0203011336905319,-0.0820701811476601,-0.0297449059496284,-0.0411657841252053,Male,37,No,Yes,Unemployed,Suburban,College,1671948000
2,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,701d83a7-9081-431f-bbfc-63ffa0f30eb2,no_churn,0.85305566,1,churn,0.262843380183203,-0.0049010285004987,0.0222556467613139,-0.01656193567429,0.0647003280987155,0.14584357345695,0.132133842967596,0.124660042340765,Female,69,No,Yes,Disabled,Suburban,Bachelor,1671948000
70,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,5cde0485-9e45-4c3b-b9a1-4d9d8259d365,churn,0.04685731,0,no_churn,0.132874337160838,0.0071108061955692,0.0973614496721802,0.122171981682222,0.05120399642562,-0.0761675327712873,0.130929334250759,0.0938228218190124,Male,25,No,No,Employed,Suburban,High School or Below,1671948000
72,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,a8df1a50-0e5e-4ce2-b163-834aa7f7a75c,no_churn,0.11526312,0,no_churn,-0.155011575314713,-0.0044546950568974,-0.0377198608525486,-0.0226997664463397,0.0075257221510628,-0.0995580862569886,-0.0026561834926224,0.0499927368357839,Female,39,No,No,Disabled,Suburban,High School or Below,1671948000
60,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,7c83623b-31a0-41d7-a31a-7dbb9905f314,no_churn,0.13183288,0,no_churn,-0.063792648165072,-0.0031364282019785,-0.0116196676169511,-0.0159410765272514,-0.0631053789998259,-0.162165333356679,0.0276599336541858,0.0230744460644655,Male,64,No,Yes,Unemployed,Suburban,Bachelor,1671948000
42,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Active,74b1c1b9-6b68-4c16-b580-111916d192af,churn,0.34976527,0,no_churn,-0.0868380905722006,-0.0032772398047018,0.0111717549824879,-0.0570865903298909,-0.0097196530510973,-0.177676206181341,0.0644313488217994,0.0599685229531678,Female,61,No,No,Employed,Suburban,Master,1671948000
41,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,557a5241-68f8-4957-9eba-41bc67a272b8,churn,0.37801978,1,churn,0.002212689320595,-0.0009071746800691,0.130873706294806,0.045166619310803,0.0704593811418817,0.145809310400891,0.133999258508575,0.129360069112081,Female,80,Yes,No,Unemployed,Suburban,College,1671948000
53,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,e6cbc36e-d2db-44be-baea-b2a773879679,no_churn,0.16158731,0,no_churn,-0.0930216150817796,-0.0026334514318477,0.0146295843901862,-0.005689062397505,0.0873298074206832,0.0711874837640789,-0.0010843227307304,0.0852554271505869,Female,70,Yes,Yes,Employed,Urban,High School or Below,1671948000
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,939142d4-faeb-4f1d-8212-d730679c3d5b,no_churn,0.46310014,0,no_churn,-0.052237756184968,-0.0100945767821394,0.0002026207535345,-0.0342726191955625,-0.128182256956061,0.0493217035842826,-0.053072406770716,-0.0306908580635899,Female,38,No,Yes,Employed,Urban,College,1671948000
32,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,0f042696-293e-4d1a-bd0f-77b12db7eb36,churn,0.58136106,1,churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Male,38,Yes,Yes,Employed,Urban,Master,1671948000
71,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,82607abb-9eb9-48ff-a8e2-ae8b2d636675,churn,0.3157984,1,churn,-0.18561324579563,-0.0029786442922522,0.0051485541690271,-0.0644428333140422,0.032966034469664,-0.103886383820882,0.0352497977464008,0.0528083476246138,Male,79,No,Yes,Employed,Suburban,High School or Below,1671948000
63,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,41da35b1-68ea-4cb8-b3a3-26d37f733444,no_churn,0.078439325,0,no_churn,-0.135713597946524,-0.0022641567457685,-0.0205685999393426,-0.0258443025259839,0.0081294022836118,-0.129988205886511,0.0141817581960822,0.0230415495947636,Male,61,No,Yes,Disabled,Suburban,High School or Below,1671948000
47,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,8134c7e0-1ac4-4f56-9db0-9601918a4867,churn,0.32495922,1,churn,-0.0487500024710243,-0.0039979971600769,0.0249979883834384,0.040365162196258,-0.0189436652182848,-0.241318137009548,-0.0382062183282505,0.0568267148635095,Female,76,No,Yes,Employed,Rural,High School or Below,1671948000
40,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,a6bb2a69-cc11-49b9-881c-351eb9c7f09d,no_churn,0.16622227,0,no_churn,0.0257055640393446,0.0005853280464725,0.020785989155338,0.0494270544006212,0.0386261878603363,0.0124449165003898,0.0931232213997827,0.100275593761253,Female,78,No,No,Employed,Suburban,Master,1671948000
54,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,4f29a205-88d1-479a-8a99-b910ca256fd9,churn,0.44295168,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Male,21,No,Yes,Unemployed,Urban,Bachelor,1671948000
64,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,d84f511f-f0f0-4931-bbf0-b904724108ea,no_churn,0.06608878,0,no_churn,-0.164858639490931,-0.0034135774063724,-0.002342944773427,0.0302867085924663,-0.0265768722913708,-0.114506532574269,0.0155124561576121,0.0168732496969641,Male,24,No,No,Employed,Suburban,College,1671948000
23,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,7abc8bc1-8954-4cf9-b0db-3c4b981cd7b1,no_churn,0.10768481,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Male,61,No,Yes,Employed,Suburban,Bachelor,1671948000
40,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,7e84f0b6-0dd4-4501-8451-7ad0016ba52e,churn,0.38958138,1,churn,-0.131484877386388,-0.0105160411476026,0.0263074361394228,0.0872433445307433,-0.0813920421410557,0.0255164816652131,-0.0313736620669442,-0.0162806126262785,Male,38,Yes,Yes,Unemployed,Suburban,Bachelor,1671948000
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,cf747a5b-b617-4b9c-aeb8-27a7d09d9707,no_churn,0.19684376,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Female,24,No,No,Employed,Suburban,High School or Below,1671948000
52,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,b8cb2b0b-991f-4083-bf11-7fef50758f6b,no_churn,0.02597576,0,no_churn,-0.0787583180012461,-0.0026872673829802,-0.0069244568155318,0.0444138301222574,-0.0102806978262196,-0.145579065563479,-0.024554757824535,-0.0446554182798809,Male,77,Yes,No,Employed,Suburban,High School or Below,1671948000
57,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,fca28022-cc0e-4477-bf0a-6909d212a757,no_churn,0.124897726,0,no_churn,-0.122067171765611,-0.007106245547784,-0.0078302483634979,0.0270957663960871,-0.144709306733002,0.0222688085720801,-0.0205859896341098,-0.0160917640143998,Male,67,No,Yes,Employed,Suburban,High School or Below,1671948000
69,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,746d2b5b-5daf-4a3f-af6e-91ba9261cd24,no_churn,0.06982778,0,no_churn,-0.118430469391606,-0.0031389343121372,0.0126517744327975,0.0315183356182569,-0.0274690540129176,-0.110120832563034,-0.0216121540519088,-0.0324248183870895,Female,60,No,Yes,Disabled,Suburban,Bachelor,1671948000
58,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,f573cf3b-b112-499f-a9cd-936da18fbf92,no_churn,0.0554264629999999,0,no_churn,-0.135028944133578,-0.0037222963757449,0.0059674913258822,0.0304999754846721,-0.0226092254477998,-0.0762253527570874,-0.033939481476591,-0.0339683190442701,Male,60,Yes,No,Employed,Suburban,High School or Below,1671948000
33,Yes,No,Medium Speed,Phone_Support,One year,100hrs+,Active,626f5fd7-71b9-47c3-962b-ed619cf3b554,no_churn,0.10570318,0,no_churn,0.0008504539427303,0.0010234013614172,0.0346587452448693,0.0606772120129244,0.129137947462787,-0.0513136569698144,0.0976247160525417,0.0983150327888506,Male,60,No,No,Employed,Rural,Master,1671948000
32,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,5a049016-7402-4495-ae55-cea84dfdf1b0,no_churn,0.23307987,0,no_churn,-0.0960829271786315,-0.0025321597368565,-0.0639245700407445,0.0405300002814237,0.0219014755948501,0.0792123212692831,-0.0187040229519061,0.0477165896905535,Male,23,No,No,Unemployed,Suburban,College,1671948000
70,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,2692ab03-c54f-4d25-9800-6a9df34083a7,no_churn,0.020879092,0,no_churn,-0.0630240108622274,-0.0033774295195144,-0.0303949632078638,-0.0226845956201668,-0.0459298071074408,-0.132180867730076,0.0169257930830463,0.0216397287843392,Male,22,No,No,Employed,Suburban,College,1671948000
18,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,32172e2b-ff53-4a1d-859f-5846316ef350,churn,0.25729495,1,churn,-0.0300560908544048,-0.0130018664410818,-0.0290602707228117,0.0265081811687286,-0.0928502773365107,0.0718846119195404,0.0961598353294903,0.0473897306912658,Female,49,No,Yes,Unemployed,Suburban,High School or Below,1671948000
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,0bf013e9-86c1-400c-8ede-0ec503ae9d7c,churn,0.81319815,1,churn,0.31633082466582,0.0600196318794951,0.0220458716342864,-0.0040442241227083,0.0114521969560928,0.180050361481999,0.0852745311007038,0.0598446598167265,Female,32,No,Yes,Unemployed,Rural,College,1671948000
59,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,72fd70d3-de29-4554-9721-1184cb5209b6,churn,0.31636882,1,churn,-0.0541415530627773,0.0267695050756765,0.0352025708336759,0.0339954498024121,0.0037639398810051,0.107236518883547,0.0905110605154072,0.0776363582586145,Male,77,No,Yes,Employed,Urban,College,1671948000
68,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,ab5e1ffb-4aa2-419b-b94e-ef496e2b5459,no_churn,0.17179917,0,no_churn,-0.0866537595158297,-0.0013391099022192,0.0338739040285054,-0.0172389536791797,-0.0365970554298473,-0.0532994066464561,0.0728075169371641,0.0594207143243784,Male,20,Yes,Yes,Employed,Rural,Bachelor,1671948000
43,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,f95f18ff-fc1f-446f-818a-e23191987c55,no_churn,0.10020407,0,no_churn,-0.154981380003319,-0.00741503174042,-0.0372476927248135,-0.0764890344881314,0.009737966010507,0.0532458674307417,0.0208507126469703,0.0532724414638505,Female,20,No,No,Unemployed,Rural,Bachelor,1671948000
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,b9253d0d-8485-4cb2-8108-b86a51fa2836,churn,0.018245537,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,61,No,Yes,Employed,Rural,High School or Below,1671948000
19,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,3b84bbf2-a857-4900-9f80-ab4c419198d6,no_churn,0.46138546,0,no_churn,-0.0111150108023503,-0.0100652185962371,-0.0032224996245349,-0.113272291115709,0.058006311356703,0.0769615687257828,0.0545245546229034,0.0776564364887235,Male,64,Yes,Yes,Employed,Suburban,Master,1671948000
68,No,No phone service,Medium Speed,Phone_Support,One year,<80hrs,Active,bf002af7-f730-474f-8c7b-b7832caa062d,no_churn,0.101203635,0,no_churn,-0.0541242476717752,-0.0402819851979256,0.0188480434619032,0.0490676165785407,0.0673522410421446,-0.021752044129862,0.0555578004983954,0.0663064272444216,Male,24,No,No,Employed,Suburban,High School or Below,1671948000
59,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,34969728-fc89-4285-9f40-bb898c0ec1c2,no_churn,0.10699132,0,no_churn,-0.0585025137120101,-0.0018605324501186,-0.0876821507125714,0.0177718459837706,0.0609198596925489,-0.128968011320594,0.0267007403587194,0.0675946098360145,Female,72,Yes,No,Unemployed,Suburban,High School or Below,1671948000
24,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,aefbd040-ecf4-4fd1-896f-1f0797b4a9bb,no_churn,0.525674,1,churn,0.0412075915298282,0.140655660388074,0.0632378077871544,0.0479736750079882,-0.0246085509396198,0.122663133242595,0.0567553237784068,0.0430892219149063,Female,69,No,No,Employed,Urban,College,1671948000
61,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,6dbcd544-4a98-4669-a49c-22b53c11757a,no_churn,0.18754908,0,no_churn,-0.0432400412347487,-0.0005990374355314,-0.0295669036670551,0.0271593719996417,0.0852048268662201,-0.0987966110001252,0.05830584970382,0.0780063954345496,Male,43,No,Yes,Employed,Suburban,Bachelor,1671948000
28,No,No phone service,Medium Speed,In_Store_Support,One year,100hrs+,Active,23edb6b4-10f7-4b4e-ab33-49993166964a,no_churn,0.10806638,0,no_churn,-0.0983081063369445,0.0039181909157832,-0.0041141988081653,-0.0275461352076035,-0.0986448330186613,-0.0905247106200477,0.0212631599385895,0.0349304815452342,Male,25,No,No,Employed,Suburban,College,1671948000
4,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,7074f0fb-adf5-4dba-983a-9657d9d1b5ee,churn,0.48138106,1,churn,0.0800149885156202,-0.0033620927908486,-0.0932357468078998,-0.0611071547064102,0.053073783746131,0.0860610327162385,-0.0331673224911537,0.0618630236578155,Male,23,No,No,Employed,Rural,College,1671948000
48,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,1174723a-b020-4286-8569-2e7d9c660ae3,no_churn,0.0201462039999999,0,no_churn,-0.0624449528599871,-0.0031926583009408,-0.014091660062686,-0.0259038456904636,-0.0626877173237881,-0.158035694869286,0.0284936867154374,0.0288366895387389,Male,66,Yes,Yes,Medical Leave,Suburban,Bachelor,1671948000
49,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,2d3fa830-c0e9-4a63-ac7f-a5f154d8d047,no_churn,0.01028205,0,no_churn,-0.0614463772173348,-0.003376633949847,-0.019639722677648,-0.0324489395254931,-0.0297230289624076,-0.0931440254714107,-0.0133756717739743,-0.0158717530396188,Male,79,No,No,Employed,Suburban,College,1671948000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c30471c5-d94c-48ac-aec7-81be74e23e39,churn,0.68101066,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,35,No,No,Disabled,Suburban,Bachelor,1671948000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ab61a025-f326-4fa0-a420-8d49f75fe53c,no_churn,0.25583604,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,59,Yes,Yes,Employed,Rural,College,1671948000
68,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4b50cc7b-d9a9-41ab-bd0c-14c05d0c0cad,no_churn,0.052362196,0,no_churn,-0.114525786868458,-0.0021575116749227,0.0298779533754532,0.0221582806791957,0.0540872517297066,0.0723107773199353,-0.0350677771793789,-0.0417093380592268,Female,77,Yes,No,Medical Leave,Suburban,High School or Below,1671948000
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,f7dc90fb-dd19-47f7-8993-d45ad1c32fa3,no_churn,0.010266383,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Female,37,No,No,Unemployed,Rural,College,1671948000
63,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,2230dbfa-eb4f-40bc-bf1c-6a65238cb8cd,no_churn,0.013954102,0,no_churn,-0.0692313174750233,-0.0048338341518683,-0.0232906553854263,-0.0216564393189037,0.002950702352773,-0.0810859689163589,-0.0364018519910496,-0.0354767882786109,Male,34,Yes,No,Medical Leave,Rural,High School or Below,1671948000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d9662269-24e2-44ed-9ffc-19f5b47a27e5,no_churn,0.12065562,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,52,No,Yes,Employed,Suburban,College,1671948000
29,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,11e5064a-b9f2-4d85-b2c3-ea68efc4a078,no_churn,0.31264693,0,no_churn,-0.0677996351278488,-0.0151601513509149,-0.018133588206424,-0.0602203437428488,-0.0558969225676855,0.0379686910874079,-0.0330561051186668,-0.0367280968376326,Male,50,Yes,Yes,Medical Leave,Rural,Bachelor,1671948000
23,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,8d60b6da-d005-41a7-b523-d4cffa85737e,no_churn,0.0092413435,0,no_churn,-0.0394070406601804,-0.0058142192357991,0.0160889376464092,-0.0399034903254323,0.0081141606259552,-0.128615037331929,-0.0391571056408156,-0.0403323566965991,Female,25,Yes,Yes,Employed,Rural,High School or Below,1671948000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,54e18eb7-6d67-4262-8830-d3380e1a3036,no_churn,0.37421158,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,54,No,No,Disabled,Suburban,Bachelor,1671948000
53,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,24138821-8f1a-4de5-b7df-31759317376e,no_churn,0.03592203,0,no_churn,-0.04159938488865,-0.0032852172678758,-0.0167547569418002,-0.0087893019848343,-0.0949879104848423,-0.0417733578776096,-0.0231880131284924,-0.0386482088451794,Male,53,No,No,Employed,Suburban,College,1671948000
52,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,7d2f0e2a-e837-4bea-b1f9-a3268ee1017e,no_churn,0.07275772,0,no_churn,-0.0904885844774071,0.0169845315643488,0.0141623032664574,-0.0727587032472547,0.0129132373145421,-0.0668744751385565,-0.0372230802009198,-0.0457413804394946,Female,60,No,No,Disabled,Rural,High School or Below,1671948000
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9afc9f0a-ec51-4797-81bd-e10453a3bdd9,churn,0.5915425,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,28,Yes,No,Employed,Suburban,College,1671948000
62,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,206e8104-c315-4da7-a529-ce2dae3ee649,no_churn,0.010621088,0,no_churn,-0.0631081181879926,-0.0036795409480691,-0.0104919166584477,-0.0298928092306414,-0.0223856599359896,-0.108849812991757,-0.0134907675784234,-0.0171275272457205,Female,52,No,Yes,Unemployed,Suburban,Bachelor,1671948000
34,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,2356c9d8-25df-4171-a874-7028bb159631,no_churn,0.01855444,0,no_churn,-0.0439490873490467,-0.0039874655466519,-0.0094479682932978,-0.0420473903680613,-0.0363042969840535,-0.0726635201822409,-0.0225660157165839,-0.0380604079329168,Female,52,No,No,Unemployed,Suburban,College,1671948000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,c88d2d95-4c13-4b2a-bc24-f5ea12457ae8,no_churn,0.0017535716,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Female,71,No,Yes,Employed,Suburban,College,1671948000
69,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,2ef64c14-2ace-4fac-acce-a76a3980a35a,no_churn,0.007469331,0,no_churn,-0.0387548845042965,-0.0028464266061928,-0.0155853832423144,-0.0167859864933325,-0.0134530006896602,-0.145174345080704,-0.012877703076856,-0.0235484220750549,Female,20,No,Yes,Employed,Rural,College,1671948000
63,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,599b182c-8247-4dcd-9c36-5f7344869f50,no_churn,0.005259313,0,no_churn,-0.0634515204234412,-0.003410172953063,0.0099924057208045,-0.0192027125618551,0.0088601144155654,-0.166228572001874,-0.0173666490766663,-0.0182190455399359,Female,49,No,No,Employed,Suburban,College,1671948000
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5fc497b6-15cd-4cf9-800d-dd8dac812ac2,no_churn,0.0319466439999999,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Male,65,Yes,Yes,Employed,Rural,Bachelor,1671948000
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a86fcec6-f081-44ea-8336-839235e42b67,no_churn,0.2838321,0,no_churn,-0.0495805231878876,-0.0093213903712785,-0.0175755110610225,-0.0970726227096565,-0.0379580846685712,0.046630867434078,-0.0526925228774234,-0.0395851803856203,Male,73,No,No,Employed,Rural,College,1671948000
22,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,7a8247e7-a601-4b24-b9b6-c287625c34dd,no_churn,0.010033998,0,no_churn,-0.0211877724627947,-0.0028787575601745,0.0147908862036911,-0.0431902052267469,-0.0050057177764119,-0.132926170552591,-0.0323270310538828,-0.0356347167608419,Female,63,Yes,No,Employed,Suburban,Bachelor,1671948000
14,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3be24762-0cbc-4670-a423-c834bcb00565,no_churn,0.3255339,0,no_churn,-0.119022490097286,0.0638934113129289,0.0185781122006665,-0.0949345053240267,-0.0561442112682834,0.0586150248269586,-0.0168921488998421,-0.0364526761858724,Female,64,No,No,Employed,Urban,Bachelor,1671948000
46,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,10c5197e-f8f5-4ce3-899c-1290c1faf171,no_churn,0.16194485,0,no_churn,-0.108611839708346,-0.0063231922018349,0.008705984996086,-0.0462510215883048,-0.0814887620698482,0.0325383234711534,-0.0400316087478495,-0.0208973683508884,Male,34,Yes,No,Employed,Urban,Bachelor,1671948000
66,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,f8c92c54-5a36-401e-bea1-fa6a1a651007,no_churn,0.0197903569999999,0,no_churn,-0.0502668354339584,-0.0045943103344325,-0.0269692656552069,-0.022538105158419,0.0014154591969781,-0.094567428405644,-0.03818353549952,-0.033322131822133,Female,64,No,No,Employed,Suburban,Bachelor,1671948000
30,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,31abd6f4-d56b-45ca-ba55-3bef93315d86,no_churn,0.0063574077,0,no_churn,0.0095733548240332,-0.00543033617123,-0.0120051964964659,0.0027218728622756,0.0183900984328192,-0.206566241480505,-0.034148384314958,-0.0415613193602439,Female,65,No,No,Unemployed,Urban,Bachelor,1671948000
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,ea368e87-a11b-4bc1-9e23-8b26e0a3b4cb,no_churn,0.09960801,0,no_churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Male,42,Yes,No,Unemployed,Rural,College,1671948000
67,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,9d3890a9-b8db-4720-9e99-fa11c4e1d61a,no_churn,0.0101875,0,no_churn,-0.057531713523831,-0.0035146058732789,0.0027985847080162,-0.0313205622006717,-0.0002206384838791,-0.120896963744722,-0.0249055088141904,-0.0334347444105333,Male,78,No,No,Employed,Suburban,High School or Below,1671948000
72,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,f3949214-9ad4-44ef-a818-471588d1ce28,no_churn,0.004151356,0,no_churn,-0.0631905368447428,-0.0034431213215248,-0.0116582619308974,-0.0188187082883041,-0.0157903111913674,-0.131200954998817,-0.0115601029773733,-0.0133641551146411,Female,20,Yes,Yes,Employed,Suburban,High School or Below,1671948000
44,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,d26fad33-5a2e-4665-8758-b1d891e9a0b0,no_churn,0.02250286,0,no_churn,-0.0735529725458127,-0.0055082351354576,-0.0174218034894056,-0.026386806979226,-0.0110841496797638,-0.061143931904844,-0.0341076537930166,-0.0398205987737219,Male,39,Yes,No,Employed,Suburban,Bachelor,1671948000
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,663cf3d4-bbff-4b95-9b43-58b1dfe04ccd,no_churn,0.0025882046,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,71,No,No,Unemployed,Urban,Doctor,1671948000
32,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,80eb6489-b972-4894-b043-772671567fc6,no_churn,0.011273868,0,no_churn,-0.0092576518925852,-0.0035444265180922,-0.0722421012895938,-0.0523325672030296,0.0239204184288064,-0.0911367023187085,-0.0205443532239769,-0.0338887688494833,Male,32,No,Yes,Employed,Suburban,High School or Below,1671948000
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,9af1bbc0-2889-448b-873b-76a3447d73bf,no_churn,0.0014734517,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Female,59,No,Yes,Employed,Suburban,High School or Below,1671948000
15,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,355660bd-40d1-40c6-8af3-308b38e498d2,no_churn,0.16162996,0,no_churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Male,64,No,Yes,Unemployed,Suburban,College,1671948000
3,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7e4e03ac-95e9-43ef-a792-7f507604d6ae,no_churn,0.52240795,0,no_churn,0.261437811975807,0.0817347384792265,0.0465664512689363,0.082774970403052,0.0692458130563682,0.130023507717497,-0.018543565949958,-0.0049325328728082,Female,33,Yes,No,Employed,Suburban,Master,1671948000
23,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,d16b559c-2f47-4b56-9d5f-fd63b1f9780c,churn,0.12624013,1,churn,-0.0179792267243738,-0.0047944260687108,0.036911042353704,-0.0089668030275697,-0.0428084158479396,-0.142012062809999,-0.0311682461734744,-0.0582080128748566,Female,40,No,Yes,Employed,Rural,High School or Below,1671948000
46,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,22941035-d5f5-43b6-9b47-9b1ed5c9efc7,churn,0.2564737,1,churn,-0.15616128774926,0.028086305915458,0.0051201935579274,-0.0440053778974379,-0.0440796182637677,0.0392138685376539,-0.0304263628065473,-0.0367738728898257,Male,38,No,No,Employed,Suburban,College,1671948000
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ac696d62-a97d-48ba-ad0c-cc1bd4575b4c,no_churn,0.07418546,0,no_churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Male,62,Yes,No,Disabled,Suburban,High School or Below,1671948000
51,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,c6715bd9-b666-4f36-ae9c-51ecd3eaf639,no_churn,0.0055946395999999,0,no_churn,-0.0545056505812317,-0.0038152552181054,0.0075696090340898,-0.0346358031859199,-0.0420983808630626,-0.105157457508394,-0.0178755427736905,-0.0185076715084142,Female,66,Yes,Yes,Employed,Rural,High School or Below,1671948000
68,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,66c1919b-34ef-4b26-8aa4-17fdcedf6b04,no_churn,0.009548308,0,no_churn,-0.069780868770913,-0.0035488062662261,-0.0001962680472752,-0.0229550315764936,-0.0005838424237663,-0.114778724170369,-0.0220807541280191,-0.035101857178306,Male,27,No,Yes,Employed,Suburban,Bachelor,1671948000
17,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c5f62867-b159-4882-9c21-bb0461e6e633,no_churn,0.039071318,0,no_churn,0.0429989025804297,-0.0050205306583302,-0.0438851470745794,-0.0227485426927705,-0.0011843938368565,-0.175127535071852,-0.0355652544361692,-0.0284936518663107,Female,39,No,Yes,Employed,Rural,High School or Below,1671948000
41,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,14134eb3-b809-495c-a683-528848b14337,no_churn,0.04702891,0,no_churn,0.013749317053207,0.0989387364322283,0.0355036135204863,0.0665646413742661,0.0355305602899989,-0.0052502392584119,0.0014135083615383,-0.005476282728041,Male,76,No,No,Employed,Suburban,College,1671948000
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,db04d462-5cbe-44e8-8562-38d4480476d1,no_churn,0.005850959,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Female,31,No,Yes,Unemployed,Suburban,College,1671948000
2,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,077f1eb4-734e-4348-b4b0-0a01f41f3f56,no_churn,0.08226735,0,no_churn,0.0818172819884694,-0.006487310355842,-0.0200093085146363,-0.0552362311242177,-0.0301546459392102,-0.161326111942508,-0.0288022769474991,-0.035494215642584,Female,37,No,No,Employed,Suburban,High School or Below,1671948000
19,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0498e0a9-0ae0-4e02-a72b-fcdac11c4710,no_churn,0.18658401,0,no_churn,-0.0686349347051782,-0.0075356142996315,-0.0227943786105606,-0.0764313467660031,-0.0544508514866538,0.030302481622366,-0.0396641938716948,-0.029817313386502,Female,69,No,Yes,Medical Leave,Suburban,College,1671948000
53,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,db2a3510-d19b-43c9-aeb3-3b76f21a854e,no_churn,0.009780689,0,no_churn,-0.0102110717989307,-0.0025271846075156,-0.0081362214323053,-0.0023822236295745,0.0341456835734607,-0.215576238957347,-0.0129764533812158,-0.0235846624185069,Female,40,Yes,Yes,Unemployed,Suburban,Bachelor,1671948000
72,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,2acae154-47bf-4ee2-919c-2592ccaa3ba7,no_churn,0.004497163,0,no_churn,-0.0834102699872141,-0.0039847469901769,-0.0058430027366921,-0.0275203523994218,-0.0217728848617753,-0.0764481854346013,-0.0259816176810409,-0.0240650932251583,Male,27,No,Yes,Unemployed,Suburban,High School or Below,1671948000
39,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,e14722ea-68b0-423b-907b-3a79f48451aa,no_churn,0.0080902819999999,0,no_churn,-0.0257755300385179,-0.0061110714675123,0.0055124770563998,-0.0219436957380094,0.0138870516142742,-0.17333885163689,-0.020660812663591,-0.0305957194404982,Female,55,No,Yes,Medical Leave,Rural,College,1671948000
49,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,9699a06d-5031-45ff-afba-db7f838b9b7e,no_churn,0.087741196,0,no_churn,-0.057227532120678,-0.0040011349232372,-0.0140858660230696,-0.0478328231668183,-0.0248594245450476,-0.0889525694306939,-0.0154174699050417,-0.0166493311363001,Male,25,Yes,Yes,Employed,Suburban,College,1671948000
11,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,de759f40-b48d-453a-b2c9-d26193e53906,no_churn,0.0141388019999999,0,no_churn,0.0157007846068518,-0.0088613292201625,-0.0313213781785452,-0.0375874565585763,0.0199673580335184,-0.131150319269436,-0.0306477540150444,-0.0351260578966503,Male,79,No,No,Employed,Rural,High School or Below,1671948000
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,34a165b3-9e6b-41b2-9a8f-bd344a42775f,no_churn,0.16375886,0,no_churn,0.0924996759238547,-0.0145595505272285,-0.0016076459707073,-0.104886848020788,-0.11635605107489,0.073356737885424,-0.0322688501865013,-0.0228603204200953,Female,66,Yes,Yes,Medical Leave,Rural,High School or Below,1671948000
16,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,f96337db-6fbf-40b1-a50b-e316f8bd86cd,no_churn,0.48466006,0,no_churn,0.182569640034985,0.132669221016413,0.037019131843881,0.112274384614666,0.104572581635957,0.119956037707052,-0.0078379671389302,-0.0189991733579154,Male,54,Yes,Yes,Employed,Urban,High School or Below,1671948000
50,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,57f33520-af85-49ef-bce1-ff00d95e7090,no_churn,0.017223582,0,no_churn,-0.0356599223186094,-0.0028297185594783,-0.0074988117822067,-0.0458680287801871,0.0160949188169797,-0.117743210115586,-0.0301795675023822,-0.0453418127124314,Female,47,No,Yes,Employed,Suburban,College,1671948000
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,f581fbb7-5dc6-48f2-90c0-82f9e42a4227,no_churn,0.4223468,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,58,Yes,No,Employed,Suburban,Bachelor,1671948000
63,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,c0e77434-cde8-4438-aca5-7e1db1097641,no_churn,0.008205933,0,no_churn,-0.0457525288408396,-0.0028354013793068,-0.0086153982409086,-0.0202200153129342,-0.0121325049023835,-0.146069481844279,-0.0129744929231492,-0.0204263276720121,Male,51,Yes,Yes,Employed,Suburban,High School or Below,1671948000
56,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,93624681-4825-4cb9-8356-4d717b1ce125,churn,0.0162382,1,churn,-0.0348954304160179,-0.0037836370599688,-0.0007552191597369,-0.0410987391149774,0.0107711146992733,-0.130531618821378,-0.0366249947370852,-0.0321076286581774,Female,57,Yes,No,Unemployed,Urban,Bachelor,1671948000
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5ae47392-d32f-47c7-b0db-3ba00582f19a,churn,0.5900147,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,34,No,No,Employed,Suburban,Bachelor,1671948000
3,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,64a6c18a-afd6-4f4e-bb0f-d729ef82f56a,no_churn,0.23299643,0,no_churn,0.0246445300697905,-0.0121225430177401,-0.0722477899680052,-0.130914722006801,-0.0406005407203701,0.0630674454084874,-0.0408941077330564,-0.0549584229052652,Female,80,No,No,Employed,Suburban,Bachelor,1671948000
64,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,2292ec74-cdfb-415d-9504-c16abff4ba53,no_churn,0.031060282,0,no_churn,-0.0727347169583572,-0.0068913591286809,-0.012812535295784,-0.0225175740316899,-0.0223427589305038,-0.068014108378602,-0.0192717971036472,-0.0244413029456154,Female,71,Yes,No,Employed,Urban,High School or Below,1671948000
19,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,45415386-cc7f-43d2-ae7c-f2bfcb3b87f3,no_churn,0.0073343404,0,no_churn,-0.021834832594186,-0.0042976240172356,-0.0190552940898032,-0.037312475300132,-0.038239546065588,-0.105255763013956,-0.0197504433436915,-0.0232801745839333,Male,30,No,No,Employed,Suburban,High School or Below,1671948000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,79c4871b-4195-4892-b886-8e4db2b33a38,churn,0.2831284,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,25,No,No,Employed,Suburban,Master,1671948000
42,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,855dabc9-58e4-4a50-8bcd-e2feb3ae36a5,no_churn,0.051628117,0,no_churn,-0.0235645107778782,-0.0051559652857758,-0.0139523751476826,-0.0464559425441802,-0.0222860629997467,-0.0894534246345028,-0.0222119407550872,-0.045945930781645,Male,35,No,Yes,Employed,Suburban,High School or Below,1671948000
13,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e13843ab-4cf2-4dc1-ba60-02b8a8120d3f,no_churn,0.10028482,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,48,No,No,Medical Leave,Urban,Master,1671948000
64,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,d9b77e7a-6523-49ea-aac8-fea56802ad75,no_churn,0.0126845869999999,0,no_churn,-0.0649186481939978,-0.0037928480322443,-0.0106538493122934,-0.0210946110087388,-0.0060290654723576,-0.108658622670646,-0.0263463962964669,-0.0275321117813109,Male,53,No,Yes,Employed,Suburban,Bachelor,1671948000
20,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,5476a9b7-33ad-47a0-a5f2-3dc05da657ba,no_churn,0.0073004346,0,no_churn,-0.0260003141335073,-0.0039643787440036,-0.021802491851995,-0.0294259227988914,0.0062177919060741,-0.111354770725648,-0.0392155716428897,-0.0434804955995605,Female,31,Yes,Yes,Employed,Suburban,College,1671948000
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f67898c0-a7de-4651-aa86-e3adb5143ab6,no_churn,0.12167991,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,49,No,Yes,Employed,Urban,Bachelor,1671948000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,56f4b904-c53b-471b-8393-81e8e3c4fdc2,no_churn,0.41351402,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,38,No,No,Unemployed,Suburban,Bachelor,1671948000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,472a71d5-a426-474a-be3b-4cde6ff430de,churn,0.5245455,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,72,Yes,Yes,Unemployed,Suburban,Bachelor,1671948000
71,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e2dc271a-8291-48eb-90e9-67bf3df162dd,no_churn,0.0024682153,0,no_churn,-0.0771368467408319,-0.0039921905682422,-0.0119241481723565,-0.0210568033817253,0.0008759004161947,-0.111252103544921,-0.0196949271421272,-0.0248450336877613,Female,38,No,Yes,Employed,Rural,College,1671948000
7,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,6b6e54d5-7903-48e3-8fde-bc1f85b830bc,churn,0.12803634,1,churn,0.203779314591757,-0.0032544658724236,0.0462930358112043,0.114179991803539,0.103818910485661,-0.0936617764220409,-0.0068285006989481,-0.0148050332135517,Male,43,No,No,Employed,Rural,Master,1671948000
20,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,41830485-74ef-4a8d-a43a-74750dcbef56,no_churn,0.02398886,0,no_churn,-0.0439365577431271,-0.0084960395796406,-0.024801189671125,-0.0382249725963447,0.0012744613821632,-0.0817307937869009,-0.0342028067540013,-0.0389082547469661,Female,77,No,Yes,Employed,Rural,College,1671948000
9,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,b0d91ff1-522e-4c8e-b78e-fdd4fc22fae5,no_churn,0.009009459,0,no_churn,-0.0043595097175057,-0.0088428371049485,-0.0216745061665278,-0.0375915608916147,0.0053027091849253,-0.131605778981793,-0.0317973356762195,-0.0384573329084469,Male,63,No,No,Medical Leave,Suburban,Bachelor,1671948000
26,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7abe2342-d5eb-4b25-ad1b-11699f75c0b7,no_churn,0.19578546,0,no_churn,-0.0975916504429369,-0.0094982246955805,-0.033805675665244,-0.0460066645382539,0.0052977053128597,0.0399874841420569,-0.0577186719981,-0.0696904533662382,Female,47,Yes,Yes,Employed,Rural,High School or Below,1671948000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,991805a7-6d0c-47e8-ac0b-e228cce99590,no_churn,0.44220597,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,20,Yes,No,Employed,Suburban,Master,1671948000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,751b4164-9cda-40b4-af1c-7463b4ac3801,no_churn,0.41525912,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,59,No,No,Employed,Suburban,High School or Below,1671948000
41,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1072bbf1-027b-46da-8327-56e39b4cff66,no_churn,0.06729272,0,no_churn,-0.0694871421838797,-0.0175332548547521,-0.0649431724173246,-0.131420127876672,0.0233492987077897,0.0447389160418879,-0.0263791569322165,-0.0273515102969213,Female,59,No,No,Employed,Suburban,Bachelor,1671948000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4789734d-e20b-4c40-9076-3ed769ce5bd4,churn,0.18699148,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,67,Yes,No,Medical Leave,Rural,Master,1671948000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,63872995-33db-4c35-9ed5-b3bda4a7150d,churn,0.66701806,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,21,No,No,Disabled,Suburban,College,1671948000
47,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,d4dac7f9-0d17-41ba-90c1-406daa438ef7,no_churn,0.008676244,0,no_churn,-0.0246915737041854,-0.0049898180875061,-0.0122560313874419,-0.0351892286217116,0.0120736412130281,-0.130154756332086,-0.0258770771621493,-0.0479413089911759,Male,63,Yes,No,Employed,Suburban,College,1671948000
67,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,bde1ff05-0c71-4195-9dd2-6e2f1008db66,no_churn,0.0076274374,0,no_churn,-0.0475961344080678,-0.002844778080871,-0.0098410435118239,-0.0208398097297686,0.0019637219121796,-0.13210853188757,-0.0274357161993066,-0.0303238603202953,Male,80,No,Yes,Employed,Rural,Master,1671948000
12,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,06110cb1-f7f5-4a93-9d04-22d372f73a20,no_churn,0.10221886,0,no_churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,60,Yes,No,Employed,Suburban,College,1671948000
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,69a233c3-8f73-4b95-8f39-3948cdef822b,no_churn,0.4286504,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,30,No,Yes,Employed,Suburban,High School or Below,1671948000
58,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,c48192c9-c63c-409d-83fc-861afd7076c5,no_churn,0.016219847,0,no_churn,-0.0490711237454888,-0.0037533832783992,0.0110059088357593,-0.0064448266518229,0.0207068102628727,-0.167948772302188,-0.0348461329441488,-0.0386746317874349,Female,22,No,No,Retired,Suburban,Master,1671948000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4d4b211e-745f-4e0f-8361-8a3508217952,no_churn,0.35643664,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,71,No,Yes,Unemployed,Urban,College,1671948000
24,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,bc909cec-f729-438e-8189-b9d11d60be2e,no_churn,0.0085124215,0,no_churn,-0.0520355151612238,-0.0053697797436871,-0.0301938299904759,-0.0176589211623468,0.0128527638720152,-0.102288368395657,-0.0334952228036854,-0.0408372803790734,Male,54,No,Yes,Employed,Suburban,High School or Below,1671948000
25,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,09584d38-bea0-49d9-b6e9-1cf8e9daf6bf,no_churn,0.18701255,0,no_churn,-0.0277998974366619,-0.0100062095796238,0.0284395429503092,-0.157460525741517,0.0292615060621756,0.0542784899374419,-0.0570264933164889,-0.0787125668609587,Female,49,Yes,No,Unemployed,Rural,Bachelor,1671948000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d846cd96-a58a-40d2-a00a-8211924e7d92,no_churn,0.16510765,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,66,No,No,Employed,Suburban,Bachelor,1671948000
46,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,f3f1f29d-e907-4100-9fee-a83bbe5be042,no_churn,0.009847006,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Male,57,Yes,Yes,Unemployed,Suburban,College,1671948000
48,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,c94b009e-75bd-4acd-a447-55f7947cfeb0,no_churn,0.00773354,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Female,29,Yes,Yes,Unemployed,Suburban,Master,1671948000
25,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,68c5a05c-a056-4bad-908b-04b506c399a2,no_churn,0.029863875,0,no_churn,-0.0675932197259499,-0.0065429991103883,-0.0333641284324221,-0.104445415954451,0.0203348340632692,0.0352935298300144,-0.0530476315822124,-0.0496611205143199,Female,20,No,Yes,Unemployed,Rural,High School or Below,1671948000
65,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,516f269a-b049-43cf-bdec-94b7e073eff7,no_churn,0.25502953,0,no_churn,-0.0919641968016822,-0.0009844653219624,0.0192978273404332,0.0145094469243395,0.044916652147549,0.0702869944783196,0.043012832016393,0.0852320913425137,Female,74,Yes,No,Employed,Suburban,College,1671948000
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,10f9a05e-cf26-4ab8-828b-0f5aaf1294b7,no_churn,0.6510082,1,churn,0.105707085165914,5.68715245208296e-05,0.0060315846186858,0.02462197218877,0.102134718556836,0.153404010357535,0.126860245603875,0.142157359767716,Female,39,No,Yes,Disabled,Suburban,College,1671948000
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,87fede64-0dce-44e3-b49a-8cc57cb33347,churn,0.57179177,1,churn,0.0460403080646665,-0.0055285539328724,-0.0757764175327565,-0.0603714543794967,0.10382538416121,0.0985778895384101,0.0165044223963741,0.0878570300005503,Male,73,No,No,Employed,Suburban,High School or Below,1671948000
48,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,55b56ff7-a5b6-458e-a842-03d5a0808c94,no_churn,0.24277446,0,no_churn,-0.0733026920008706,-0.002087279962725,-0.0491568068029664,-0.103448048642476,0.0484680752509302,-0.1258271415335,0.0326793374301087,0.0536484043044401,Female,56,Yes,Yes,Employed,Suburban,High School or Below,1671948000
24,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2d643290-f557-47f9-afaa-758a1e6d4b0e,no_churn,0.6974482,0,no_churn,0.0234982919391313,-0.0020427368890159,0.108369991106301,-0.0066005231168674,0.117348620734974,0.13590614478373,0.130489269308146,0.132576225096982,Female,53,No,No,Employed,Urban,Bachelor,1671948000
4,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ec0080ac-4810-4ce3-bd7a-fa1c77078350,churn,0.7856361,1,churn,0.199603178779316,-0.0014711750752576,0.10690813545822,-0.0269382677315707,0.0862694889057092,0.147701476821785,0.0814259885681804,0.124975024999362,Female,49,No,Yes,Employed,Suburban,College,1671948000
69,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,4c1a137a-16f4-4502-90dc-03db2051de4b,no_churn,0.18814711,0,no_churn,-0.104078660338955,-0.0024739332698663,-0.0850835452338469,-0.0086115555570813,0.0193604434143526,-0.167600714999498,0.0427702371435225,0.0516915763612632,Female,68,No,Yes,Employed,Suburban,High School or Below,1671948000
32,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,4d73e138-f5f3-4161-8949-df32710d52e2,no_churn,0.3866875,0,no_churn,0.0296981312489515,0.0006119044413935,0.0688089101486548,0.0559824222720544,0.134657285403864,0.126312189274386,0.0948783576388814,0.13051275825319,Male,48,No,No,Employed,Suburban,College,1671948000
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,863d22af-69bc-41a6-b7d7-2e5b96c7c072,churn,0.853412,1,churn,0.155679250259541,-0.0056811930496223,0.021723779179124,0.0294096957120291,0.0338362748799045,0.142105752617317,0.0454447083900777,0.0973603412108696,Female,35,Yes,Yes,Employed,Suburban,Master,1671948000
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2909fe16-beca-453e-90af-19474e079b9e,no_churn,0.5198761,0,no_churn,-0.237564720332284,-0.0061456420485592,-0.0397200681422418,-0.0358959021016562,0.0333639353170838,0.0419691169615362,-0.0016266745823122,0.0065938033179827,Female,69,Yes,No,Employed,Rural,High School or Below,1671948000
8,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,dbe8424d-889a-4c99-81a2-1c49bff10b6b,churn,0.5853399,1,churn,-0.0498606280304056,-0.0051260093649398,0.0076344681470527,-0.118629299618619,0.0851242315972103,0.0813465256700874,-0.0452456881050602,0.0775397729760425,Male,78,No,No,Employed,Urban,College,1671948000
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,942d2475-1265-4490-aecb-0f053f5202dc,churn,0.60348326,1,churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Male,53,No,No,Disabled,Rural,High School or Below,1671948000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3c23ec4e-513c-4cda-a7f7-d4578872ba54,churn,0.7348116,1,churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Female,63,No,Yes,Employed,Suburban,Bachelor,1671948000
21,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3d4beece-5d12-4f86-83f9-d7a5d04f8452,no_churn,0.6075456,0,no_churn,0.0261911411720484,-0.0028242372140812,0.0909343726896258,0.0273888993910441,0.103528442414663,0.1278240201275,0.137102177497582,0.137495706176378,Male,51,No,Yes,Employed,Urban,College,1671948000
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,93717bd5-bbfc-4046-b599-c94d5ff1c460,churn,0.84620106,1,churn,0.209152205038404,-0.0063884705977534,0.105582049020823,-0.0426433605119655,0.0531259193079677,0.152358124826842,0.056368726560504,0.0834186531765772,Female,58,No,Yes,Retired,Suburban,High School or Below,1671948000
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ae169e98-6daa-4eda-aca2-c75f3d2c7807,churn,0.8901373,1,churn,0.166808878086076,-0.0034354083870675,0.0684153886264812,-0.0283840151917775,0.123251880188891,0.147384452668721,0.0888790146360588,0.0980536658986238,Female,79,Yes,No,Employed,Rural,College,1671948000
67,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,59b549d6-ea64-4807-9f85-cd0bc3b2360f,no_churn,0.40532172,0,no_churn,-0.069469839634512,0.0001225764415539,0.0443793223905322,0.0635511592710827,0.104235945751698,0.111979954269918,0.134294105752397,0.0741306321290267,Male,64,No,No,Employed,Rural,College,1671948000
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,2679ab29-23ee-4fc1-ba24-acbcc1c4e2dc,churn,0.71804297,1,churn,-0.0930125490597038,-0.0058913799408037,0.0049912214652249,-0.0644220123332252,0.0742638982493372,0.0347992159308523,-0.0092585243390931,0.0395039810392518,Female,68,No,No,Employed,Suburban,College,1671948000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f5ebfd0a-a4cd-4916-b9a5-e0c938454a09,churn,0.58799666,1,churn,-0.21237786204013,-0.0034742006718443,0.0437033484697622,-0.0039537361231487,0.0057866830820057,0.0565002071794515,-0.0909556522557704,-0.0159216057462799,Female,54,No,Yes,Unemployed,Rural,Bachelor,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f3c48026-67a3-4cb6-9dee-e1a781090d79,churn,0.8803482,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,23,No,No,Employed,Suburban,College,1671948000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1dbbd427-f650-42c7-94e9-13ab9a86bbed,churn,0.7277221,1,churn,0.195450942286052,-0.0023992554105279,0.0493881414187853,0.0463963990265165,0.076285516857979,0.164607026064914,0.120709748905847,0.0805353362188816,Female,75,No,No,Unemployed,Suburban,Bachelor,1671948000
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cb69d748-f746-45d2-8606-58d0fdec389d,churn,0.71594304,1,churn,-0.0884118291544928,-0.0022407766319702,0.052542001416632,-0.0099640085516512,0.0116840919439073,0.0920214692919762,-0.0123601977661473,0.0500721482521476,Female,70,No,Yes,Unemployed,Suburban,High School or Below,1671948000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,ae7f7e81-2448-4d16-8080-fd8114270d8e,no_churn,0.065709785,0,no_churn,-0.168917861174664,-0.0024925659939845,-0.0045748391636652,0.0082252552712543,-0.0589557701355715,-0.101205061879414,0.0130067549997465,0.0458879357667683,Male,77,No,No,Employed,Suburban,College,1671948000
68,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,4bf81a4a-6d67-4811-991e-e951d04e29e0,no_churn,0.12229455,0,no_churn,-0.0867851845105997,-0.0019234627147307,0.0350182561187466,0.0392616235499463,0.0227122678164232,-0.177754873459307,0.052611723698119,0.0578335009146485,Male,33,Yes,No,Employed,Urban,Doctor,1671948000
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,57aee502-10ec-4990-a1ce-e8d9c5682346,churn,0.63654447,1,churn,0.0470100274285323,-0.0029281533259927,0.130930497357613,0.12032130613452,0.048330442076658,0.134388222664202,0.170544758552342,0.062376760126117,Female,80,Yes,Yes,Employed,Suburban,College,1671948000
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1b86f4e1-46df-41d8-bf30-02b67de2fded,no_churn,0.19050679,0,no_churn,-0.265204104926224,-0.0048853238559968,0.0235695350953119,-0.0427622458072619,0.0267226317856057,0.014866622692225,-0.0068644458542985,-0.0144688235117428,Male,79,No,No,Employed,Suburban,College,1671948000
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,bb255e4c-76c7-40dc-b111-560d7f3a41d9,churn,0.39955333,1,churn,0.057216750351672,-0.0015180011237316,0.0354909538137235,0.043710450877279,0.0391562347748913,0.142080363790901,0.112565437296771,0.0558430949025932,Male,43,Yes,Yes,Unemployed,Suburban,College,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,bce75876-06f1-4557-9a53-231262695ef7,no_churn,0.8803482,0,no_churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Female,40,No,No,Unemployed,Rural,Master,1671948000
32,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,a9af0935-d96b-4527-ab4e-ededdff9a325,no_churn,0.12678833,0,no_churn,-0.0327586324137973,-0.0017143055161432,-0.0224215125350565,0.0180782348633692,-0.0567451290878761,-0.0502519457185644,-0.080497379634944,-0.0327154823925957,Male,62,Yes,Yes,Medical Leave,Suburban,College,1671948000
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0f090aeb-1ec6-4c1b-803b-5481e0a4a4f7,churn,0.3809775,1,churn,-0.153138617179729,-0.0034752442458011,-0.0125569800078665,-0.0509181789791546,0.0092512464581523,0.0554958878417164,0.0259644406561346,0.0503512939823485,Male,58,Yes,No,Unemployed,Suburban,College,1671948000
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,fde6528d-105e-4468-9405-ef287e757e8f,churn,0.040008396,1,churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Male,62,No,No,Retired,Urban,College,1671948000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,01ebeee0-972a-40c3-aab7-caac01657d60,churn,0.7574271,1,churn,0.042042583365428,-0.0070102345103987,-0.115558094062999,-0.0412216768537837,-0.0309653616376817,0.0950159683557194,-0.120777162174218,0.0103675180127902,Male,56,No,No,Employed,Suburban,Bachelor,1671948000
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3fb7646c-7418-46d8-9804-8367a5b86d21,no_churn,0.5698308,0,no_churn,0.156586454180469,-0.0025242836970392,0.113279976769554,0.0152575843747763,0.0642152770327538,0.138337302623358,0.0940616684076849,0.0183789272238027,Female,21,No,No,Employed,Rural,College,1671948000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,dda0bad2-2abd-4f68-a938-eb970e90820d,churn,0.5083187,1,churn,-0.105215027434178,-0.0031442930998309,0.0232668770673899,0.0606417865927869,0.0285625087058724,0.0722816691877687,0.0223998824918817,0.0642340201954357,Female,51,Yes,Yes,Employed,Suburban,College,1671948000
58,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,3fb10b8d-32ab-4f78-81b0-f0020aab8ab7,churn,0.20657553,0,no_churn,-0.129695900686274,-0.0027377719481228,-0.0325541053964479,-0.033562284683212,-0.000799019361948,-0.103918881140507,0.0127838349589183,0.044207976186226,Female,27,No,Yes,Medical Leave,Suburban,College,1671948000
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,625e8f8e-0b4b-4908-96cd-54c5cff47a7e,churn,0.7134352,1,churn,0.174437381730868,-0.0040664199290404,0.0630827247805427,0.0599418469730335,0.0653875114772381,0.151695908786442,0.148992440252287,0.0435024645513294,Male,59,No,No,Employed,Suburban,College,1671948000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6caaef4b-7a57-452b-b15f-c2bd9f3892e1,churn,0.49383917,1,churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,33,No,No,Employed,Suburban,Bachelor,1671948000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29d168ba-5ead-42cc-b904-beb74733424d,churn,0.7889664,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,45,No,No,Unemployed,Rural,Master,1671948000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,811bb31c-c7fd-4d7e-a538-e64132058ed1,churn,0.5128214,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,20,No,No,Employed,Suburban,Bachelor,1671948000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,08ca3773-2147-4e01-82d0-ad50fa597568,churn,0.5677136,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,40,No,Yes,Employed,Suburban,High School or Below,1671948000
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f38f5cbf-150d-4725-9251-bb9ee7a09d44,no_churn,0.50852245,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Female,35,No,Yes,Disabled,Suburban,College,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e6b3947b-75b5-4570-9d93-05ae022b0de3,churn,0.86391306,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,74,No,Yes,Employed,Suburban,High School or Below,1671948000
69,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,645d84c1-7fed-42f2-969d-9f4d742923c2,no_churn,0.12133606,0,no_churn,-0.0912110133410442,-0.0032287719067426,0.0183914059173821,0.0254483725701993,-0.0007515420913887,-0.152939697262818,-0.0288607925446194,-0.0308741123892923,Female,77,No,No,Employed,Suburban,College,1671948000
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c13c8af8-e9af-4698-8f6f-781946dad408,no_churn,0.3848325,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,42,No,No,Employed,Suburban,High School or Below,1671948000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1a11e448-93db-4910-995b-12b4b0f13126,churn,0.28786933,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Female,74,No,Yes,Employed,Urban,College,1671948000
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,a4a67b13-92d3-4e50-a68e-e440056814bb,no_churn,0.057780545,0,no_churn,-0.0826076605174193,-0.003035611706764,-0.0700540743986175,0.0341660220404537,-0.0028163196131026,-0.106523897739512,-0.0169209239042356,-0.0212336845924528,Male,49,Yes,Yes,Unemployed,Rural,College,1671948000
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,96dd65d3-aa40-4e37-b6de-5b5345b2fb45,no_churn,0.31255984,0,no_churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Male,52,No,No,Employed,Urban,High School or Below,1671948000
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,83c79b41-5462-42e5-95bd-2a92e2b5af97,no_churn,0.26716393,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,63,No,No,Employed,Suburban,College,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c3c0de32-f6f9-4cc5-87b4-10b867d4f649,churn,0.88262606,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,41,No,No,Employed,Suburban,Master,1671948000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9a5cb950-895b-443e-a5f2-aa67b97fbf46,no_churn,0.27612206,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,60,No,Yes,Employed,Suburban,High School or Below,1671948000
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3699208-2b96-42e8-b8a4-bb84a60e6450,no_churn,0.45176366,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,63,Yes,No,Unemployed,Rural,High School or Below,1671948000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f0059933-63c5-4569-8e69-84ee1762803d,churn,0.5828893,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,71,Yes,No,Employed,Rural,High School or Below,1671948000
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fc84fb7a-7d2a-4d36-aeaf-5ed72c0507b0,churn,0.3609254,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,77,Yes,Yes,Unemployed,Suburban,College,1671948000
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e9d548fa-d7ae-4227-8d0f-51c2caca1e09,no_churn,0.3236091,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Female,69,No,No,Employed,Suburban,Bachelor,1671948000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d04fc707-6665-4f9e-9567-119c51defbe3,no_churn,0.3162196,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Male,63,No,Yes,Disabled,Urban,Bachelor,1671948000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e66f6d5d-3c3d-4754-96c8-d7ff7658acf5,no_churn,0.3056851,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,71,No,No,Employed,Suburban,High School or Below,1671948000
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b60642c-8a1f-49d5-a4eb-a698e7ff9506,no_churn,0.4201262,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,71,No,No,Unemployed,Suburban,College,1671948000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,60ec36d0-7457-402a-8186-353d8b61eed8,churn,0.8385672,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,27,No,Yes,Unemployed,Suburban,High School or Below,1671948000
38,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fcd3ebd6-39d0-4f3a-9f4a-73f8cf989851,churn,0.22222202,1,churn,0.0686581393879896,-0.008714384388495,0.0053412161781852,0.174441785080144,0.0138329542750398,0.0659256707473468,0.0137729370038141,0.0290578937093778,Male,23,No,No,Unemployed,Suburban,Bachelor,1671948000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,1d3def3e-db77-4918-8d86-7dee749f9944,no_churn,0.015144271,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,73,No,No,Employed,Suburban,High School or Below,1671948000
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,70532bc6-adb8-4300-aed7-63cece401d52,churn,0.43815908,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,25,No,Yes,Employed,Suburban,High School or Below,1671948000
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e2abc53f-263e-49fe-90a5-d2aaba467aff,no_churn,0.36706662,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,49,Yes,Yes,Unemployed,Suburban,College,1671948000
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,716f0398-9962-4bb9-8773-684743b32ea9,no_churn,0.30330133,0,no_churn,-0.0528674955030692,-0.002618435053173,-0.0918010691856034,0.106447691512476,0.0057654340322005,0.031977858461305,-0.006127879058622,0.005102511906698,Male,43,No,No,Unemployed,Suburban,High School or Below,1671948000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,8108910b-c878-4cf8-b649-3d64d48c8b05,no_churn,0.022661965,0,no_churn,-0.105819193921643,-0.0028409995100264,0.0105664897158339,0.0440565592211987,-0.0610611322555996,-0.102819490334759,-0.0141671081179174,-0.0169412763121727,Male,61,No,Yes,Employed,Rural,College,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,30fca946-8d55-4138-a8ce-d80d8eaf43fd,churn,0.87202877,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,22,No,Yes,Employed,Suburban,High School or Below,1671948000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,30b8c06b-07de-48fb-aafc-2863b8c40ca6,churn,0.45170042,1,churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,69,Yes,Yes,Employed,Suburban,High School or Below,1671948000
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ecab4312-ff4c-4779-8ad7-81599a6b96b5,churn,0.555974,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,22,No,Yes,Unemployed,Urban,Bachelor,1671948000
53,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9d7ebbdb-a13d-4cea-8ca5-f43e4cd8169a,no_churn,0.21357098,0,no_churn,-0.171172969386535,-0.0043244603076527,-0.0785514407993469,0.0287254482208118,0.0317425972116507,0.0294321273089553,-0.0229499399751512,-0.0219275113301591,Male,39,Yes,Yes,Employed,Suburban,Bachelor,1671948000
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,56a5b88e-af54-4d96-8e54-4a925dff4ce2,no_churn,0.25624004,0,no_churn,-0.0797040896327234,-0.0027837866349,-0.0016346269526638,0.113437306335863,-0.0167023071440235,0.0876637974654613,-0.021591509325317,-0.0397227245568592,Female,64,Yes,Yes,Unemployed,Urban,College,1671948000
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f7ae7cd1-562d-4281-b4ca-f7b14de6c7bd,no_churn,0.33552215,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,67,Yes,No,Unemployed,Urban,Bachelor,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,946d93d5-f5ce-4daa-8f25-df185286f7c8,churn,0.85103935,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,37,Yes,No,Employed,Urban,Bachelor,1671948000
48,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,8f7f2c14-36fc-4fc4-9e21-4f36ff7fdac7,no_churn,0.24277446,0,no_churn,-0.0733026920008706,-0.002087279962725,-0.0491568068029664,-0.103448048642476,0.0484680752509302,-0.1258271415335,0.0326793374301087,0.0536484043044401,Female,70,No,No,Unemployed,Urban,Bachelor,1671948000
33,Yes,No,Medium Speed,Phone_Support,One year,100hrs+,Active,924091d9-0eb3-44ce-98a9-801886dc431b,no_churn,0.10570318,0,no_churn,0.0008504539427303,0.0010234013614172,0.0346587452448693,0.0606772120129244,0.129137947462787,-0.0513136569698144,0.0976247160525417,0.0983150327888506,Female,52,No,No,Employed,Suburban,High School or Below,1671948000
24,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f2ef64c6-21c1-4a38-bf65-6b2d13e34f21,no_churn,0.6974482,0,no_churn,0.0234982919391313,-0.0020427368890159,0.108369991106301,-0.0066005231168674,0.117348620734974,0.13590614478373,0.130489269308146,0.132576225096982,Male,48,No,No,Employed,Suburban,High School or Below,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cb888c45-4f8b-4d50-ae1b-122aefda6073,no_churn,0.8803482,0,no_churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,62,No,Yes,Employed,Suburban,College,1671948000
68,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,a2120b5c-49bd-45ef-a576-8288e4a1c628,no_churn,0.12229455,0,no_churn,-0.0867851845105997,-0.0019234627147307,0.0350182561187466,0.0392616235499463,0.0227122678164232,-0.177754873459307,0.052611723698119,0.0578335009146485,Female,80,No,Yes,Unemployed,Suburban,Doctor,1671948000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a481967f-5ab7-4dd0-b3f5-f7527c17835c,no_churn,0.3056851,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,20,No,No,Employed,Suburban,Bachelor,1671948000
26,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,71085fbb-9b11-4993-bf6b-8c76c7387b20,no_churn,0.10860201,0,no_churn,0.069220349943871,-0.0001506018664986,0.0226005336100024,0.0402129782252268,0.124881868821449,-0.0370204650729101,0.160469322058743,0.106093204022436,Female,59,No,Yes,Employed,Suburban,Bachelor,1671948000
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,59c6520d-d76f-4f1c-8c21-716a659d91ae,churn,0.7134352,1,churn,0.174437381730868,-0.0040664199290404,0.0630827247805427,0.0599418469730335,0.0653875114772381,0.151695908786442,0.148992440252287,0.0435024645513294,Male,34,No,No,Employed,Suburban,High School or Below,1671948000
14,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,83ebac95-2743-4ce1-90de-1ba4ba083560,no_churn,0.3255339,0,no_churn,-0.119022490097286,0.0638934113129289,0.0185781122006665,-0.0949345053240267,-0.0561442112682834,0.0586150248269586,-0.0168921488998421,-0.0364526761858724,Male,67,No,Yes,Unemployed,Suburban,High School or Below,1671948000
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,6bf50a9a-4bcf-4438-bc78-4e6c9fce3629,no_churn,0.005232459,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Female,23,No,No,Employed,Suburban,Bachelor,1671948000
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,04821f24-7956-41c2-83f2-572897c78300,no_churn,0.33552215,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,40,No,No,Unemployed,Suburban,High School or Below,1671948000
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,23cf4272-5e67-415f-b6e6-03b3ada18fce,churn,0.39955333,1,churn,0.057216750351672,-0.0015180011237316,0.0354909538137235,0.043710450877279,0.0391562347748913,0.142080363790901,0.112565437296771,0.0558430949025932,Male,57,No,Yes,Unemployed,Suburban,Bachelor,1671948000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,cdf2a759-a886-4c58-9260-35b7ba3f53f7,no_churn,0.0017535716,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Female,56,Yes,No,Employed,Urban,Bachelor,1671948000
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,840eab54-f144-4be1-b6e6-a2a837ab8e49,no_churn,0.0048564076,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,26,No,Yes,Unemployed,Suburban,Bachelor,1671948000
47,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,475e397f-4702-4fb1-9d65-ec5df6e28f1f,no_churn,0.01594122,0,no_churn,-0.0494530993880744,-0.0026595814970278,0.0213739234258355,-0.0008975902519887,-0.055603279147117,-0.229004892552493,0.0283846347429607,0.0388337319580568,Male,57,No,No,Employed,Suburban,Bachelor,1671948000
26,No,No phone service,Medium Speed,Phone_Support,One year,<80hrs,Active,3a351783-d6d3-4406-8456-defd65ba2067,no_churn,0.10754706,0,no_churn,-0.063398900562579,-0.0099163659590203,-0.0061768047605482,0.0055758953142139,0.0624803792975944,-0.151380112878583,0.0140319090449475,0.0697578492420552,Male,34,No,No,Unemployed,Suburban,High School or Below,1671948000
47,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,4883dc53-a1ca-4dd8-9a9d-54d0db489455,no_churn,0.008676244,0,no_churn,-0.0246915737041854,-0.0049898180875061,-0.0122560313874419,-0.0351892286217116,0.0120736412130281,-0.130154756332086,-0.0258770771621493,-0.0479413089911759,Male,25,No,No,Disabled,Suburban,Bachelor,1671948000
7,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,4907870b-b6fe-4468-a751-7a3aefb2e80f,churn,0.12803634,1,churn,0.203779314591757,-0.0032544658724236,0.0462930358112043,0.114179991803539,0.103818910485661,-0.0936617764220409,-0.0068285006989481,-0.0148050332135517,Female,57,No,No,Unemployed,Urban,High School or Below,1671948000
55,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1cff2c3f-65d8-4124-8f9b-1b811b69e07c,no_churn,0.02391178,0,no_churn,-0.0513283718364891,-0.003151893439026,-0.012837662435968,-0.0575604181558264,-0.018465086175529,-0.0831163981590907,-0.0142108341307448,-0.0166888202179325,Female,22,Yes,Yes,Unemployed,Suburban,High School or Below,1671948000
71,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,03a055c5-8951-45ea-893a-970382553c09,no_churn,0.054587193,0,no_churn,-0.16171590452187,-0.0022904134715099,0.0007877535728493,-0.0040616741496342,0.0028023432602731,-0.131676169723869,0.0357160399730401,0.0614118737746866,Female,70,No,Yes,Employed,Rural,College,1671948000
14,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,094be3a8-03ea-4055-8130-fefae9330141,no_churn,0.3255339,0,no_churn,-0.119022490097286,0.0638934113129289,0.0185781122006665,-0.0949345053240267,-0.0561442112682834,0.0586150248269586,-0.0168921488998421,-0.0364526761858724,Male,28,No,Yes,Retired,Rural,Bachelor,1671948000
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4f2ba1c0-ea25-4fe6-abc5-1914682bca37,no_churn,0.0319466439999999,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Female,60,No,No,Employed,Suburban,College,1671948000
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,63c98d07-c209-41a5-8b1f-501f2805a523,no_churn,0.0022769645,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,58,No,No,Employed,Suburban,Bachelor,1671948000
66,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,fc377391-f1f7-428b-8a3e-578db69bd415,no_churn,0.0197903569999999,0,no_churn,-0.0502668354339584,-0.0045943103344325,-0.0269692656552069,-0.022538105158419,0.0014154591969781,-0.094567428405644,-0.03818353549952,-0.033322131822133,Male,76,Yes,Yes,Employed,Rural,Bachelor,1671948000
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,e1a89a1f-8a6b-46d7-8d5e-1204eca0fd75,no_churn,0.005232459,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Female,78,No,Yes,Employed,Rural,High School or Below,1671948000
26,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,1698bdef-76f2-4c59-99b1-a310302041b8,no_churn,0.10860201,0,no_churn,0.069220349943871,-0.0001506018664986,0.0226005336100024,0.0402129782252268,0.124881868821449,-0.0370204650729101,0.160469322058743,0.106093204022436,Female,64,No,No,Employed,Suburban,High School or Below,1671948000
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ea8ba099-0897-4fcb-8ffc-92af178138bd,no_churn,0.07418546,0,no_churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Male,57,No,Yes,Employed,Suburban,High School or Below,1671948000
11,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,6baf0ab3-bf5c-46e4-862f-86dea368e7d4,no_churn,0.08625317,0,no_churn,-0.0394982352279839,-0.0070184532687562,-0.0363131727276959,-0.0419881676821569,-0.0332543335699847,-0.064755818033218,-0.0213421607810596,-0.0248558097631576,Male,32,No,Yes,Medical Leave,Urban,College,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cc98f92d-3210-4ad3-8196-8a5267c3c4d8,churn,0.87202877,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,57,No,No,Employed,Suburban,Bachelor,1671948000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e4aba996-0d6c-4531-b139-e27d6bc66409,churn,0.5083187,1,churn,-0.105215027434178,-0.0031442930998309,0.0232668770673899,0.0606417865927869,0.0285625087058724,0.0722816691877687,0.0223998824918817,0.0642340201954357,Female,75,Yes,Yes,Employed,Urban,College,1671948000
26,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,404007c3-e5a5-402b-a8a7-10367a682a50,no_churn,0.19578546,0,no_churn,-0.0975916504429369,-0.0094982246955805,-0.033805675665244,-0.0460066645382539,0.0052977053128597,0.0399874841420569,-0.0577186719981,-0.0696904533662382,Male,34,Yes,Yes,Employed,Suburban,College,1671948000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,dce5c662-c92f-415b-a34f-f49d0bb874c5,no_churn,0.065709785,0,no_churn,-0.168917861174664,-0.0024925659939845,-0.0045748391636652,0.0082252552712543,-0.0589557701355715,-0.101205061879414,0.0130067549997465,0.0458879357667683,Female,68,No,Yes,Employed,Suburban,High School or Below,1671948000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b64b3064-d3d1-4c2e-be0b-6d186312061a,churn,0.28786933,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Female,71,No,No,Employed,Suburban,College,1671948000
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,9eca7009-fc34-4c1c-9580-bf0dc39ae0fd,no_churn,0.46310014,0,no_churn,-0.052237756184968,-0.0100945767821394,0.0002026207535345,-0.0342726191955625,-0.128182256956061,0.0493217035842826,-0.053072406770716,-0.0306908580635899,Female,65,No,No,Employed,Urban,Bachelor,1671948000
52,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,df874794-f7ea-42b8-b484-58f9b33fe39c,no_churn,0.07275772,0,no_churn,-0.0904885844774071,0.0169845315643488,0.0141623032664574,-0.0727587032472547,0.0129132373145421,-0.0668744751385565,-0.0372230802009198,-0.0457413804394946,Female,46,No,No,Employed,Suburban,College,1671948000
56,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,14300c61-521d-4b5c-bfcb-2e62e51e3b1a,no_churn,0.04135155,0,no_churn,-0.0305031121023148,-0.0035018465151733,0.0059713668228232,-0.009600247413,-0.0836073212926567,-0.117996313236781,-0.0170820427992475,-0.0127066355757506,Male,20,No,Yes,Employed,Suburban,High School or Below,1671948000
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3e9ac0fd-bc49-47d7-9e90-9c060b17967c,churn,0.5915425,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,43,No,Yes,Unemployed,Urban,Bachelor,1671948000
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e47fc725-a850-47ce-a0b8-cb5a0794866b,churn,0.71594304,1,churn,-0.0884118291544928,-0.0022407766319702,0.052542001416632,-0.0099640085516512,0.0116840919439073,0.0920214692919762,-0.0123601977661473,0.0500721482521476,Male,26,No,No,Employed,Urban,College,1671948000
41,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,a51571c8-1388-4977-a296-2591b27fa487,churn,0.37801978,1,churn,0.002212689320595,-0.0009071746800691,0.130873706294806,0.045166619310803,0.0704593811418817,0.145809310400891,0.133999258508575,0.129360069112081,Female,74,No,No,Medical Leave,Suburban,High School or Below,1671948000
49,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,a0f9270f-678c-4165-b4dd-900f5175ee3f,no_churn,0.01028205,0,no_churn,-0.0614463772173348,-0.003376633949847,-0.019639722677648,-0.0324489395254931,-0.0297230289624076,-0.0931440254714107,-0.0133756717739743,-0.0158717530396188,Male,35,No,Yes,Employed,Rural,College,1671948000
68,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,72dcaf11-1a85-444d-b3b6-0d1fce5c4b05,no_churn,0.052362196,0,no_churn,-0.114525786868458,-0.0021575116749227,0.0298779533754532,0.0221582806791957,0.0540872517297066,0.0723107773199353,-0.0350677771793789,-0.0417093380592268,Female,62,No,Yes,Unemployed,Suburban,College,1671948000
42,Yes,No,Medium Speed,In_Store_Support,One year,100hrs+,Active,7055f46a-e363-4cd4-a8d1-f341b9e48c4b,no_churn,0.07645456,0,no_churn,0.0165017779384288,-0.0013963158051046,-0.0002552871691841,-0.105125878264298,-0.0675548091824202,-0.0094944878250862,0.0102800598706744,0.0480187899021984,Male,49,Yes,Yes,Employed,Suburban,High School or Below,1671948000
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,10cd39df-97cb-4315-b96a-d8d98d924c0a,churn,0.6510082,1,churn,0.105707085165914,5.68715245208296e-05,0.0060315846186858,0.02462197218877,0.102134718556836,0.153404010357535,0.126860245603875,0.142157359767716,Male,24,Yes,No,Employed,Suburban,Bachelor,1671948000
47,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,fd079ce2-af37-4b15-a857-006eafb7948b,churn,0.01594122,0,no_churn,-0.0494530993880744,-0.0026595814970278,0.0213739234258355,-0.0008975902519887,-0.055603279147117,-0.229004892552493,0.0283846347429607,0.0388337319580568,Male,60,Yes,Yes,Unemployed,Suburban,College,1671948000
48,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,0547a1f8-69ef-4f3b-b6a8-9eff24e99134,no_churn,0.00773354,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Female,70,Yes,Yes,Unemployed,Suburban,College,1671948000
46,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cdb607a5-b9b1-47df-81b6-e94f2946febe,no_churn,0.16194485,0,no_churn,-0.108611839708346,-0.0063231922018349,0.008705984996086,-0.0462510215883048,-0.0814887620698482,0.0325383234711534,-0.0400316087478495,-0.0208973683508884,Male,26,Yes,Yes,Employed,Suburban,Bachelor,1671948000
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1900d1c1-bea9-4e91-9812-e8c2dcb54386,churn,0.7134352,1,churn,0.174437381730868,-0.0040664199290404,0.0630827247805427,0.0599418469730335,0.0653875114772381,0.151695908786442,0.148992440252287,0.0435024645513294,Male,44,No,Yes,Employed,Suburban,High School or Below,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7cfb46fc-89ae-4f81-9f8b-4e8f81032add,churn,0.8803482,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,61,Yes,No,Employed,Urban,College,1671948000
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,4d8ce056-a8bb-4fa6-a249-9baa2b4277b2,no_churn,0.010266383,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Female,60,No,Yes,Unemployed,Suburban,Bachelor,1671948000
58,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,2fafa2d6-e7a3-44fd-ab69-42d5c351032a,no_churn,0.05333613,0,no_churn,-0.0699790688966368,-0.0068471964023819,-0.0076651663482107,-0.0201179395167309,-0.0192564202060066,-0.0486515283011522,-0.0212294998214929,-0.0252793329940504,Male,70,Yes,No,Medical Leave,Suburban,Doctor,1671948000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d65949ca-365b-40ec-89be-1d3b20ea3775,churn,0.45170042,1,churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,27,No,Yes,Unemployed,Suburban,High School or Below,1671948000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<80hrs,Active,2e4b86fe-1415-4171-9c1d-666f3a2cbaad,churn,0.054297958,1,churn,-0.112731292328099,-0.0034927247583073,0.003481441546537,-0.023219483318453,-0.0366681272605274,-0.133370610723323,0.0140460273565076,0.0285633658865663,Male,39,No,Yes,Unemployed,Suburban,Bachelor,1671948000
63,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,f0bb743f-f155-407e-a2a7-060b800a514e,no_churn,0.005259313,0,no_churn,-0.0634515204234412,-0.003410172953063,0.0099924057208045,-0.0192027125618551,0.0088601144155654,-0.166228572001874,-0.0173666490766663,-0.0182190455399359,Female,70,Yes,Yes,Employed,Rural,High School or Below,1671948000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2a05f1ca-5adc-4ddd-8974-5f0d49bbcbd7,churn,0.28786933,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,45,Yes,Yes,Employed,Suburban,Master,1671948000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b206ce04-8ae9-4ad2-9df4-013a6aaba2af,churn,0.7889664,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,79,Yes,No,Unemployed,Suburban,Bachelor,1671948000
54,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,d9817675-f8ed-4b4e-989c-fb55933aecc6,churn,0.44295168,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,78,Yes,Yes,Employed,Suburban,Master,1671948000
63,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,7d020539-d0b0-4bbe-bf5f-b13a536c86a5,no_churn,0.07107293,0,no_churn,-0.0628173850835082,-0.0012018512303984,-0.0743912463136439,-0.0196156131864518,0.0514503751468328,-0.116345955115266,0.0606825660076174,0.0632129603889552,Male,26,No,Yes,Employed,Suburban,Bachelor,1671948000
10,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,01765713-71ae-4ef2-8a83-23d58a53bdb4,no_churn,0.3131805,0,no_churn,-0.0457616907794908,-0.0108286723909441,-0.0307204845403066,-0.0682545536643556,-0.0425068681955781,0.0481069614114403,-0.0360374891603532,-0.0290233530595014,Male,74,No,Yes,Employed,Suburban,Bachelor,1671948000
42,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1ed9199c-b056-4363-9ea0-5f8a3f42cf97,no_churn,0.0313641729999999,0,no_churn,-0.0050297602462251,0.0177068084535312,0.0033451430456807,-0.016655949044848,-0.013718455647313,-0.159658489821541,-0.011029958289273,-0.0139854905629454,Male,80,No,Yes,Employed,Suburban,College,1671948000
24,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,48beac59-27b7-45e4-9aa1-a497aa53ea7d,no_churn,0.6974482,0,no_churn,0.0234982919391313,-0.0020427368890159,0.108369991106301,-0.0066005231168674,0.117348620734974,0.13590614478373,0.130489269308146,0.132576225096982,Male,35,Yes,Yes,Employed,Suburban,Doctor,1671948000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2a278350-8a1b-40ab-910f-40ad861b6474,churn,0.8385672,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,34,No,No,Unemployed,Rural,College,1671948000
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,6d0a23e9-18ed-4123-9b16-2a4ad8d79b1e,no_churn,0.010266383,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Male,30,No,Yes,Employed,Rural,High School or Below,1671948000
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,d517099e-3f65-4509-b079-f484f0819097,no_churn,0.0022769645,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,28,No,No,Medical Leave,Suburban,Master,1671948000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,ec42f769-d9ad-411d-ba92-9d6cef98d662,no_churn,0.0017535716,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Male,25,No,Yes,Employed,Suburban,Bachelor,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb2692a5-57d4-495b-a606-dc927b88706e,churn,0.85103935,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,52,No,Yes,Employed,Urban,High School or Below,1671948000
42,No,No phone service,High Speed,Phone_Support,One year,<80hrs,Active,5f67363a-067b-4ebf-a01b-22b8859ff708,no_churn,0.112036966,0,no_churn,-0.0762332029823505,0.0053928834865496,-0.0034685268189355,-0.040903946950109,0.0263998189014728,-0.140670494205378,-0.0089997844644676,0.0194571025885898,Male,60,No,No,Employed,Rural,High School or Below,1671948000
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b95a6e13-cde5-42b8-bdd7-d63dcba4d9a4,no_churn,0.30746865,0,no_churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,23,No,No,Employed,Rural,Master,1671948000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,07569a92-1441-4d32-b4f3-7f4e3e06b617,no_churn,0.27612206,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,45,No,No,Medical Leave,Suburban,College,1671948000
64,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,5b41e153-d20e-4317-9490-9f81cf23ca4a,no_churn,0.0126845869999999,0,no_churn,-0.0649186481939978,-0.0037928480322443,-0.0106538493122934,-0.0210946110087388,-0.0060290654723576,-0.108658622670646,-0.0263463962964669,-0.0275321117813109,Female,33,Yes,No,Unemployed,Urban,Bachelor,1671948000
49,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,7ef46cb3-e7cb-4c62-ae49-17aa5eef1789,no_churn,0.01028205,0,no_churn,-0.0614463772173348,-0.003376633949847,-0.019639722677648,-0.0324489395254931,-0.0297230289624076,-0.0931440254714107,-0.0133756717739743,-0.0158717530396188,Female,26,No,No,Employed,Suburban,Bachelor,1671948000
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,56af9d52-1759-400b-af8f-9719729e395a,no_churn,0.0319466439999999,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Female,58,No,No,Medical Leave,Suburban,College,1671948000
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0b030bec-fbf9-40fe-8c1a-904ec67c1817,no_churn,0.30746865,0,no_churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,70,Yes,Yes,Employed,Suburban,High School or Below,1671948000
69,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,26be19b3-b52c-4b3a-88d5-f48be43b80e4,no_churn,0.06982778,0,no_churn,-0.118430469391606,-0.0031389343121372,0.0126517744327975,0.0315183356182569,-0.0274690540129176,-0.110120832563034,-0.0216121540519088,-0.0324248183870895,Male,26,No,No,Employed,Suburban,College,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef1d7f2f-bf7f-4922-a27c-f69eef3b5690,churn,0.85103935,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,72,No,Yes,Employed,Suburban,Bachelor,1671948000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,722641dd-2653-4b34-a138-1bb008ff748d,churn,0.7277221,1,churn,0.195450942286052,-0.0023992554105279,0.0493881414187853,0.0463963990265165,0.076285516857979,0.164607026064914,0.120709748905847,0.0805353362188816,Male,39,No,No,Employed,Rural,High School or Below,1671948000
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,30c18667-7f38-45ab-b4b6-edb3fa1255b6,no_churn,0.0014734517,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Female,55,Yes,Yes,Medical Leave,Rural,Bachelor,1671948000
42,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Active,84b14c12-435f-492c-b37c-37d6deb8dd83,churn,0.34976527,0,no_churn,-0.0868380905722006,-0.0032772398047018,0.0111717549824879,-0.0570865903298909,-0.0097196530510973,-0.177676206181341,0.0644313488217994,0.0599685229531678,Male,46,No,No,Employed,Suburban,Bachelor,1671948000
61,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,b4cec35c-c689-4094-8e90-acdfd630a9fe,no_churn,0.18754908,0,no_churn,-0.0432400412347487,-0.0005990374355314,-0.0295669036670551,0.0271593719996417,0.0852048268662201,-0.0987966110001252,0.05830584970382,0.0780063954345496,Male,25,No,No,Employed,Suburban,Bachelor,1671948000
20,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,a6070235-365b-4096-8815-504f119188a3,no_churn,0.02398886,0,no_churn,-0.0439365577431271,-0.0084960395796406,-0.024801189671125,-0.0382249725963447,0.0012744613821632,-0.0817307937869009,-0.0342028067540013,-0.0389082547469661,Female,27,Yes,Yes,Employed,Urban,College,1671948000
38,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c600145d-02ae-4114-8595-bcd2fae30211,churn,0.22222202,1,churn,0.0686581393879896,-0.008714384388495,0.0053412161781852,0.174441785080144,0.0138329542750398,0.0659256707473468,0.0137729370038141,0.0290578937093778,Female,48,No,Yes,Employed,Suburban,College,1671948000
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,fe18fa47-9c29-4ddb-be11-7226eb389ec2,no_churn,0.010266383,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Male,50,No,Yes,Employed,Urban,College,1671948000
26,No,No phone service,Medium Speed,Phone_Support,One year,<80hrs,Active,27ce1486-927c-45fd-b8a0-3fa49a1d2272,no_churn,0.10754706,0,no_churn,-0.063398900562579,-0.0099163659590203,-0.0061768047605482,0.0055758953142139,0.0624803792975944,-0.151380112878583,0.0140319090449475,0.0697578492420552,Male,38,No,Yes,Employed,Suburban,College,1671948000
59,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,c0e625eb-08f0-4f04-8741-b35ede5160f8,no_churn,0.10699132,0,no_churn,-0.0585025137120101,-0.0018605324501186,-0.0876821507125714,0.0177718459837706,0.0609198596925489,-0.128968011320594,0.0267007403587194,0.0675946098360145,Female,61,No,No,Unemployed,Suburban,College,1671948000
22,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,514dfdbc-cc55-419f-a4f7-e7c79448d96f,no_churn,0.010033998,0,no_churn,-0.0211877724627947,-0.0028787575601745,0.0147908862036911,-0.0431902052267469,-0.0050057177764119,-0.132926170552591,-0.0323270310538828,-0.0356347167608419,Female,34,No,Yes,Unemployed,Suburban,High School or Below,1671948000
32,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,84611f86-14e9-4b13-9a7b-54f8c5432402,churn,0.58136106,1,churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Male,54,No,Yes,Employed,Urban,Bachelor,1671948000
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6828b376-959c-49e9-9021-e0b2e2d82bcd,no_churn,0.30330133,0,no_churn,-0.0528674955030692,-0.002618435053173,-0.0918010691856034,0.106447691512476,0.0057654340322005,0.031977858461305,-0.006127879058622,0.005102511906698,Male,71,No,Yes,Employed,Suburban,Bachelor,1671948000
66,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,6ef4e0f4-756d-472b-876e-a09981c3a8a2,churn,0.11199768,1,churn,0.00017995304559,-0.0019396993458758,0.0287582223421668,-0.0145111262208047,-0.0179087478313522,-0.167711543775131,-0.021700766055128,-0.0155257765970418,Female,71,Yes,Yes,Medical Leave,Suburban,Bachelor,1671948000
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,4c23bbec-805a-4e14-b620-de6727168408,no_churn,0.46310014,0,no_churn,-0.052237756184968,-0.0100945767821394,0.0002026207535345,-0.0342726191955625,-0.128182256956061,0.0493217035842826,-0.053072406770716,-0.0306908580635899,Female,47,No,Yes,Employed,Suburban,Bachelor,1671948000
19,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,a791c9eb-7690-40a4-8499-07bb23fd0c18,no_churn,0.0073343404,0,no_churn,-0.021834832594186,-0.0042976240172356,-0.0190552940898032,-0.037312475300132,-0.038239546065588,-0.105255763013956,-0.0197504433436915,-0.0232801745839333,Male,70,No,Yes,Unemployed,Urban,Bachelor,1671948000
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,97ca8416-8024-413e-84a7-27f96eeb9ca0,churn,0.57179177,1,churn,0.0460403080646665,-0.0055285539328724,-0.0757764175327565,-0.0603714543794967,0.10382538416121,0.0985778895384101,0.0165044223963741,0.0878570300005503,Male,69,No,No,Employed,Urban,Bachelor,1671948000
59,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,79a7c0f0-1a6e-4c8a-84ed-06201707e2cb,churn,0.31636882,1,churn,-0.0541415530627773,0.0267695050756765,0.0352025708336759,0.0339954498024121,0.0037639398810051,0.107236518883547,0.0905110605154072,0.0776363582586145,Male,21,No,No,Employed,Urban,College,1671948000
67,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,0174d267-cba9-4661-8da5-84abe1f51fa7,churn,0.013843681,0,no_churn,-0.115454813725228,-0.0111485465816986,-0.0197189734058884,0.0045400556154891,0.0185969676298918,-0.167585294236324,0.0277407311351998,0.0440037221475904,Male,78,Yes,Yes,Unemployed,Suburban,Master,1671948000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,447077bf-15ec-469b-aaa8-1f74badf746d,no_churn,0.37421158,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,36,No,Yes,Disabled,Suburban,Bachelor,1671948000
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d9c796cd-31b9-4aec-8a2b-073f044d8c62,churn,0.3809775,1,churn,-0.153138617179729,-0.0034752442458011,-0.0125569800078665,-0.0509181789791546,0.0092512464581523,0.0554958878417164,0.0259644406561346,0.0503512939823485,Male,69,Yes,No,Employed,Urban,Master,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c27b84d0-80b7-4e48-96bc-eea1762d4686,no_churn,0.8803482,0,no_churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,50,Yes,No,Employed,Suburban,Bachelor,1671948000
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,06891d62-9f99-40a4-9498-84f1a37a1a55,no_churn,0.005232459,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Female,61,Yes,No,Employed,Urban,College,1671948000
53,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8036147d-e00f-462c-b755-b35966a8d637,no_churn,0.21357098,0,no_churn,-0.171172969386535,-0.0043244603076527,-0.0785514407993469,0.0287254482208118,0.0317425972116507,0.0294321273089553,-0.0229499399751512,-0.0219275113301591,Female,76,No,No,Employed,Urban,High School or Below,1671948000
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,223ee10b-a688-4d7d-a46e-a20d86bbca30,churn,0.84620106,1,churn,0.209152205038404,-0.0063884705977534,0.105582049020823,-0.0426433605119655,0.0531259193079677,0.152358124826842,0.056368726560504,0.0834186531765772,Male,75,No,No,Employed,Suburban,Master,1671948000
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,1df075bc-7405-42a6-9e88-d1c1c320e8a3,no_churn,0.005850959,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Male,21,No,Yes,Unemployed,Urban,High School or Below,1671948000
51,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,5e425a3f-50b8-4b6a-b851-775326d94cc1,no_churn,0.0055946395999999,0,no_churn,-0.0545056505812317,-0.0038152552181054,0.0075696090340898,-0.0346358031859199,-0.0420983808630626,-0.105157457508394,-0.0178755427736905,-0.0185076715084142,Male,39,No,Yes,Employed,Rural,Bachelor,1671948000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f82ff43b-263e-4b78-9f87-80a3d5cb30b5,no_churn,0.3056851,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,37,Yes,Yes,Unemployed,Suburban,High School or Below,1671948000
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,e09aac0a-cd6e-4a0f-a918-58a91d46001a,no_churn,0.0025882046,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,25,No,No,Employed,Rural,High School or Below,1671948000
49,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,2ead8175-3232-4d56-ba62-8e71ca5fad62,no_churn,0.087741196,0,no_churn,-0.057227532120678,-0.0040011349232372,-0.0140858660230696,-0.0478328231668183,-0.0248594245450476,-0.0889525694306939,-0.0154174699050417,-0.0166493311363001,Female,52,No,Yes,Unemployed,Suburban,High School or Below,1671948000
5,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,fad95e2d-5792-4b05-a1e3-9f67ce7dc17c,no_churn,0.35027617,0,no_churn,0.0693182713411806,-0.0047344621990669,-0.099925267988342,0.0071563838175006,0.0778041441334244,0.0826588018677193,-0.0913347402782892,0.03936404953909,Female,65,Yes,No,Disabled,Urban,High School or Below,1671948000
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dc9280d0-393f-4c09-b288-f78a45df0653,no_churn,0.16375886,0,no_churn,0.0924996759238547,-0.0145595505272285,-0.0016076459707073,-0.104886848020788,-0.11635605107489,0.073356737885424,-0.0322688501865013,-0.0228603204200953,Male,22,No,No,Employed,Rural,Bachelor,1671948000
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,9919c7a8-5f1b-4bb5-85c6-4e1ab27d030e,churn,0.81319815,1,churn,0.31633082466582,0.0600196318794951,0.0220458716342864,-0.0040442241227083,0.0114521969560928,0.180050361481999,0.0852745311007038,0.0598446598167265,Female,67,No,No,Employed,Suburban,High School or Below,1671948000
40,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,e34658f9-f2a2-44d4-9493-bd9ccb47cf71,churn,0.38958138,1,churn,-0.131484877386388,-0.0105160411476026,0.0263074361394228,0.0872433445307433,-0.0813920421410557,0.0255164816652131,-0.0313736620669442,-0.0162806126262785,Male,71,Yes,Yes,Unemployed,Suburban,Bachelor,1671948000
53,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,890a859e-1d20-42bf-a858-9860352bed22,no_churn,0.03592203,0,no_churn,-0.04159938488865,-0.0032852172678758,-0.0167547569418002,-0.0087893019848343,-0.0949879104848423,-0.0417733578776096,-0.0231880131284924,-0.0386482088451794,Male,43,Yes,Yes,Employed,Suburban,High School or Below,1671948000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,64d42f1a-7efd-47e1-9b33-0a448ff1cbb0,no_churn,0.015144271,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,42,No,Yes,Medical Leave,Suburban,Bachelor,1671948000
26,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,fb5f2282-64fc-4d09-a100-e83a5ae9a577,no_churn,0.10860201,0,no_churn,0.069220349943871,-0.0001506018664986,0.0226005336100024,0.0402129782252268,0.124881868821449,-0.0370204650729101,0.160469322058743,0.106093204022436,Male,52,No,No,Employed,Urban,High School or Below,1671948000
63,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,988b90c6-1604-4a17-b971-f2fb4f9e66a6,no_churn,0.078439325,0,no_churn,-0.135713597946524,-0.0022641567457685,-0.0205685999393426,-0.0258443025259839,0.0081294022836118,-0.129988205886511,0.0141817581960822,0.0230415495947636,Female,71,Yes,Yes,Unemployed,Suburban,High School or Below,1671948000
10,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d928c975-2ffc-408a-9c26-f843a840ef4b,no_churn,0.3131805,0,no_churn,-0.0457616907794908,-0.0108286723909441,-0.0307204845403066,-0.0682545536643556,-0.0425068681955781,0.0481069614114403,-0.0360374891603532,-0.0290233530595014,Female,21,No,No,Employed,Urban,Bachelor,1671948000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,e3b21def-04c1-41ee-8442-6051344a37b0,no_churn,0.065709785,0,no_churn,-0.168917861174664,-0.0024925659939845,-0.0045748391636652,0.0082252552712543,-0.0589557701355715,-0.101205061879414,0.0130067549997465,0.0458879357667683,Male,49,Yes,No,Unemployed,Suburban,Bachelor,1671948000
66,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,284f761b-2238-4373-bfa7-97b1f2b646a4,no_churn,0.012960603,0,no_churn,-0.0615879093913781,-0.0132102682705317,-0.0176430409525573,-0.013054890910821,-0.0423206315904781,-0.143923632210767,0.0013293926084952,0.0213848264541138,Male,44,No,Yes,Unemployed,Suburban,College,1671948000
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5ba9ac4c-41b3-45f3-b0d6-ff1e67173780,churn,0.60348326,1,churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Female,58,No,No,Unemployed,Rural,High School or Below,1671948000
67,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,9aaaf27b-681a-4f93-b1ba-a69be21e709e,no_churn,0.0076274374,0,no_churn,-0.0475961344080678,-0.002844778080871,-0.0098410435118239,-0.0208398097297686,0.0019637219121796,-0.13210853188757,-0.0274357161993066,-0.0303238603202953,Male,50,Yes,Yes,Unemployed,Suburban,Bachelor,1671948000
8,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,3c6e489b-71c9-4a9e-bcd7-e9fa5433b84d,churn,0.5853399,1,churn,-0.0498606280304056,-0.0051260093649398,0.0076344681470527,-0.118629299618619,0.0851242315972103,0.0813465256700874,-0.0452456881050602,0.0775397729760425,Male,77,No,Yes,Unemployed,Suburban,Bachelor,1671948000
64,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,fb8a8548-d006-47e3-9e18-4bef4d0d86d2,no_churn,0.0126845869999999,0,no_churn,-0.0649186481939978,-0.0037928480322443,-0.0106538493122934,-0.0210946110087388,-0.0060290654723576,-0.108658622670646,-0.0263463962964669,-0.0275321117813109,Female,61,Yes,Yes,Unemployed,Suburban,Master,1671948000
55,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,edde29f7-728c-4eca-8325-b4bc6368bcf1,no_churn,0.02391178,0,no_churn,-0.0513283718364891,-0.003151893439026,-0.012837662435968,-0.0575604181558264,-0.018465086175529,-0.0831163981590907,-0.0142108341307448,-0.0166888202179325,Male,77,No,No,Employed,Suburban,Bachelor,1671948000
40,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3438fc57-2678-47f3-9046-4c9301591207,no_churn,0.11280277,0,no_churn,-0.106338767193038,-0.0178243997722893,-0.031283487529181,-0.0344983812294231,-0.0536784859949875,0.0344993467795211,-0.0372370035602944,-0.0226649727130097,Male,30,No,Yes,Employed,Suburban,Bachelor,1671948000
42,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,95492914-1aa9-4fcb-98cf-40c9cfbd448a,churn,0.017350145,0,no_churn,-0.0333536451912914,-0.0042689312763832,0.0019954583403705,-0.0055939725709504,-0.0681043575128569,-0.20403035772626,0.0220814142298513,0.0322482393120844,Male,34,Yes,Yes,Employed,Suburban,Bachelor,1671948000
21,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2f205ed0-7649-4c8d-9467-fb4e460588ae,no_churn,0.6075456,0,no_churn,0.0261911411720484,-0.0028242372140812,0.0909343726896258,0.0273888993910441,0.103528442414663,0.1278240201275,0.137102177497582,0.137495706176378,Male,57,Yes,No,Unemployed,Suburban,Bachelor,1671948000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2d805c25-f8f4-431f-95a9-ee77b610bc7b,churn,0.5828893,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,25,No,No,Employed,Suburban,College,1671948000
2,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,cc21902e-3da6-40c5-b047-b3e3057f1a80,no_churn,0.08226735,0,no_churn,0.0818172819884694,-0.006487310355842,-0.0200093085146363,-0.0552362311242177,-0.0301546459392102,-0.161326111942508,-0.0288022769474991,-0.035494215642584,Male,59,Yes,Yes,Disabled,Rural,Bachelor,1671948000
46,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2203573a-d796-4beb-9474-3e929a3c5c34,no_churn,0.009847006,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Male,70,Yes,No,Unemployed,Suburban,College,1671948000
42,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,0b19b4c8-9399-4007-bc65-b410aef8ca7a,no_churn,0.0313641729999999,0,no_churn,-0.0050297602462251,0.0177068084535312,0.0033451430456807,-0.016655949044848,-0.013718455647313,-0.159658489821541,-0.011029958289273,-0.0139854905629454,Female,63,Yes,No,Unemployed,Suburban,High School or Below,1671948000
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,eb0b3a7c-9b28-4952-b64c-0b9f6c697c43,no_churn,0.5198761,0,no_churn,-0.237564720332284,-0.0061456420485592,-0.0397200681422418,-0.0358959021016562,0.0333639353170838,0.0419691169615362,-0.0016266745823122,0.0065938033179827,Male,73,No,No,Employed,Suburban,Master,1671948000
46,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,5819a878-ff6d-41aa-b703-06651d6bdd8d,no_churn,0.009847006,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,63,Yes,Yes,Unemployed,Suburban,Master,1671948000
47,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,94c5a8b2-520a-4dca-aa0f-4014506af50d,churn,0.01594122,0,no_churn,-0.0494530993880744,-0.0026595814970278,0.0213739234258355,-0.0008975902519887,-0.055603279147117,-0.229004892552493,0.0283846347429607,0.0388337319580568,Male,38,Yes,Yes,Employed,Suburban,College,1671948000
59,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,6bc0c1bd-918c-4dc3-b64f-81acdcb6b195,no_churn,0.10699132,0,no_churn,-0.0585025137120101,-0.0018605324501186,-0.0876821507125714,0.0177718459837706,0.0609198596925489,-0.128968011320594,0.0267007403587194,0.0675946098360145,Female,79,No,No,Medical Leave,Suburban,Bachelor,1671948000
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a35cb3e2-949c-4a11-92b1-e3656a904b1f,no_churn,0.010266383,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Male,77,No,No,Employed,Suburban,Bachelor,1671948000
13,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c42eba22-1167-4fd3-85b0-9e3164a98f2f,no_churn,0.10028482,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,26,Yes,Yes,Employed,Suburban,Bachelor,1671948000
62,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,32a06f71-031b-4662-9981-8a99169c6cdc,no_churn,0.010621088,0,no_churn,-0.0631081181879926,-0.0036795409480691,-0.0104919166584477,-0.0298928092306414,-0.0223856599359896,-0.108849812991757,-0.0134907675784234,-0.0171275272457205,Female,67,No,No,Employed,Suburban,College,1671948000
32,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,d5e569ad-e813-4524-97fa-fffc70369e3e,no_churn,0.011273868,0,no_churn,-0.0092576518925852,-0.0035444265180922,-0.0722421012895938,-0.0523325672030296,0.0239204184288064,-0.0911367023187085,-0.0205443532239769,-0.0338887688494833,Female,42,Yes,No,Employed,Suburban,College,1671948000
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,715446ba-ee28-4aea-a871-b3894638cdbb,churn,0.71594304,1,churn,-0.0884118291544928,-0.0022407766319702,0.052542001416632,-0.0099640085516512,0.0116840919439073,0.0920214692919762,-0.0123601977661473,0.0500721482521476,Male,73,No,No,Medical Leave,Urban,High School or Below,1671948000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9b812667-493a-4811-b009-8628c6c404c8,churn,0.8385672,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,72,No,Yes,Employed,Suburban,Bachelor,1671948000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,016dfade-f636-45f9-8d50-95373e67477d,no_churn,0.3162196,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Male,70,No,No,Unemployed,Suburban,Bachelor,1671948000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ded4fcde-3036-4d09-9c7b-0db028d09cda,no_churn,0.3056851,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,44,Yes,Yes,Employed,Suburban,College,1671948000
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,7738e0df-429b-4b4c-bbe6-ac34d54da3a1,no_churn,0.005232459,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Male,80,No,Yes,Employed,Suburban,Bachelor,1671948000
19,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,54b6e95c-8c71-437a-adc8-d2375c6846ab,no_churn,0.0073343404,0,no_churn,-0.021834832594186,-0.0042976240172356,-0.0190552940898032,-0.037312475300132,-0.038239546065588,-0.105255763013956,-0.0197504433436915,-0.0232801745839333,Female,61,No,Yes,Employed,Urban,Bachelor,1671948000
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,7650154d-ac05-4efa-ab9c-bdb05b4fd8ef,churn,0.81319815,1,churn,0.31633082466582,0.0600196318794951,0.0220458716342864,-0.0040442241227083,0.0114521969560928,0.180050361481999,0.0852745311007038,0.0598446598167265,Male,36,No,Yes,Employed,Rural,College,1671948000
26,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,cb098f1a-01bc-4fbd-9cd8-112ab06f6395,no_churn,0.10860201,0,no_churn,0.069220349943871,-0.0001506018664986,0.0226005336100024,0.0402129782252268,0.124881868821449,-0.0370204650729101,0.160469322058743,0.106093204022436,Female,77,No,Yes,Employed,Suburban,High School or Below,1671948000
49,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,8cbfa2b1-7e1e-4f19-a797-0936da55b9e9,no_churn,0.087741196,0,no_churn,-0.057227532120678,-0.0040011349232372,-0.0140858660230696,-0.0478328231668183,-0.0248594245450476,-0.0889525694306939,-0.0154174699050417,-0.0166493311363001,Male,64,No,No,Medical Leave,Suburban,College,1671948000
49,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,47853889-e72c-4983-bd5f-b0f4d3189b77,no_churn,0.01028205,0,no_churn,-0.0614463772173348,-0.003376633949847,-0.019639722677648,-0.0324489395254931,-0.0297230289624076,-0.0931440254714107,-0.0133756717739743,-0.0158717530396188,Female,71,Yes,Yes,Employed,Suburban,College,1671948000
58,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,222a8a4a-25f9-4d6b-aa1e-b6ecdb28c0b9,churn,0.20657553,0,no_churn,-0.129695900686274,-0.0027377719481228,-0.0325541053964479,-0.033562284683212,-0.000799019361948,-0.103918881140507,0.0127838349589183,0.044207976186226,Male,69,No,No,Employed,Urban,College,1671948000
48,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,2e8d2b7e-5099-46f5-a9e0-e9909882450e,no_churn,0.0201462039999999,0,no_churn,-0.0624449528599871,-0.0031926583009408,-0.014091660062686,-0.0259038456904636,-0.0626877173237881,-0.158035694869286,0.0284936867154374,0.0288366895387389,Female,60,No,Yes,Employed,Suburban,Bachelor,1671948000
23,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b75d4bbf-b6ca-4acd-bc88-c9fdfd9e54e8,no_churn,0.10768481,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Male,65,No,No,Employed,Suburban,College,1671948000
26,No,No phone service,Medium Speed,Phone_Support,One year,<80hrs,Active,998df6a4-bcb1-4e04-8bb5-4473d10e7614,no_churn,0.10754706,0,no_churn,-0.063398900562579,-0.0099163659590203,-0.0061768047605482,0.0055758953142139,0.0624803792975944,-0.151380112878583,0.0140319090449475,0.0697578492420552,Female,49,No,Yes,Employed,Rural,Master,1671948000
53,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0aaf1104-273c-4f80-b514-13b3b6b366e8,no_churn,0.21357098,0,no_churn,-0.171172969386535,-0.0043244603076527,-0.0785514407993469,0.0287254482208118,0.0317425972116507,0.0294321273089553,-0.0229499399751512,-0.0219275113301591,Female,50,No,Yes,Unemployed,Suburban,Doctor,1671948000
68,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5b930453-44bc-4d42-bf4b-0015b0acd02f,no_churn,0.052362196,0,no_churn,-0.114525786868458,-0.0021575116749227,0.0298779533754532,0.0221582806791957,0.0540872517297066,0.0723107773199353,-0.0350677771793789,-0.0417093380592268,Male,34,No,Yes,Employed,Urban,College,1671948000
61,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,5d8b4ce8-8794-4bed-ae7a-61d267a6a675,no_churn,0.18754908,0,no_churn,-0.0432400412347487,-0.0005990374355314,-0.0295669036670551,0.0271593719996417,0.0852048268662201,-0.0987966110001252,0.05830584970382,0.0780063954345496,Female,74,No,Yes,Employed,Suburban,Master,1671948000
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,368d1abd-2fff-49e4-aa2a-c1bfcfb1ae2e,no_churn,0.6510082,1,churn,0.105707085165914,5.68715245208296e-05,0.0060315846186858,0.02462197218877,0.102134718556836,0.153404010357535,0.126860245603875,0.142157359767716,Male,55,Yes,Yes,Retired,Suburban,Bachelor,1671948000
63,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,f2d7d246-1cd8-4f55-bdfd-0b8fe1c1ef69,no_churn,0.008205933,0,no_churn,-0.0457525288408396,-0.0028354013793068,-0.0086153982409086,-0.0202200153129342,-0.0121325049023835,-0.146069481844279,-0.0129744929231492,-0.0204263276720121,Male,53,Yes,No,Employed,Suburban,High School or Below,1671948000
56,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,9ceb9f30-6892-4025-95bc-6505f80f6f2c,no_churn,0.04135155,0,no_churn,-0.0305031121023148,-0.0035018465151733,0.0059713668228232,-0.009600247413,-0.0836073212926567,-0.117996313236781,-0.0170820427992475,-0.0127066355757506,Male,38,Yes,Yes,Employed,Suburban,Bachelor,1671948000
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1ac31c23-c83e-4d62-aeb9-1d0b04c5b7cb,no_churn,0.5198761,0,no_churn,-0.237564720332284,-0.0061456420485592,-0.0397200681422418,-0.0358959021016562,0.0333639353170838,0.0419691169615362,-0.0016266745823122,0.0065938033179827,Male,36,No,Yes,Unemployed,Suburban,Bachelor,1671948000
64,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,30bcf11a-a711-468c-85ae-9e336fd13c3d,no_churn,0.0126845869999999,0,no_churn,-0.0649186481939978,-0.0037928480322443,-0.0106538493122934,-0.0210946110087388,-0.0060290654723576,-0.108658622670646,-0.0263463962964669,-0.0275321117813109,Female,57,Yes,No,Employed,Suburban,High School or Below,1671948000
49,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,ca90b4e3-f344-455f-812b-76052efae2ed,no_churn,0.087741196,0,no_churn,-0.057227532120678,-0.0040011349232372,-0.0140858660230696,-0.0478328231668183,-0.0248594245450476,-0.0889525694306939,-0.0154174699050417,-0.0166493311363001,Male,43,No,Yes,Employed,Suburban,College,1671948000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,52a8ef3a-ecfe-4ea6-a728-480afd176b8f,churn,0.8385672,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,42,Yes,No,Employed,Suburban,Bachelor,1671948000
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,62bdc202-917c-4828-bd8f-0d61893b3726,no_churn,0.018130612,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Male,32,No,Yes,Employed,Rural,College,1671948000
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,db3e8ce0-c334-4e33-adbe-9de96c8b7a87,no_churn,0.3236091,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,31,Yes,No,Employed,Urban,Bachelor,1671948000
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eadd2124-e5e2-4429-a49e-f1d133fd4e66,no_churn,0.45176366,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Male,54,Yes,No,Employed,Suburban,Bachelor,1671948000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8c0778a6-c551-43be-9905-f08cd338b10f,no_churn,0.3162196,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Female,69,Yes,No,Employed,Suburban,High School or Below,1671948000
40,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,d70d2a24-cdc5-41f2-9272-11f317bcb36c,churn,0.38958138,1,churn,-0.131484877386388,-0.0105160411476026,0.0263074361394228,0.0872433445307433,-0.0813920421410557,0.0255164816652131,-0.0313736620669442,-0.0162806126262785,Female,47,No,Yes,Employed,Suburban,Bachelor,1671948000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5af7ccc3-bfce-4130-a6bd-168968401f93,no_churn,0.35643664,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,54,No,No,Employed,Rural,College,1671948000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<80hrs,Active,fa276b83-1a3c-41a9-903b-d012f56f5535,churn,0.054297958,1,churn,-0.112731292328099,-0.0034927247583073,0.003481441546537,-0.023219483318453,-0.0366681272605274,-0.133370610723323,0.0140460273565076,0.0285633658865663,Male,35,Yes,No,Employed,Suburban,College,1671948000
52,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,15c88b5b-68d5-4402-896b-d8dbb96c7703,no_churn,0.02597576,0,no_churn,-0.0787583180012461,-0.0026872673829802,-0.0069244568155318,0.0444138301222574,-0.0102806978262196,-0.145579065563479,-0.024554757824535,-0.0446554182798809,Female,28,No,No,Unemployed,Suburban,Bachelor,1671948000
9,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,af7f0b94-4851-4fba-9aac-3fcb2f08f0c6,no_churn,0.009009459,0,no_churn,-0.0043595097175057,-0.0088428371049485,-0.0216745061665278,-0.0375915608916147,0.0053027091849253,-0.131605778981793,-0.0317973356762195,-0.0384573329084469,Male,22,Yes,Yes,Unemployed,Suburban,Bachelor,1671948000
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,40a9a018-18af-4121-a5f9-5c55d23ad9b0,no_churn,0.057780545,0,no_churn,-0.0826076605174193,-0.003035611706764,-0.0700540743986175,0.0341660220404537,-0.0028163196131026,-0.106523897739512,-0.0169209239042356,-0.0212336845924528,Male,26,No,Yes,Unemployed,Urban,Bachelor,1671948000
60,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,344fcb1a-0a54-425d-8703-63af0437ded9,no_churn,0.13183288,0,no_churn,-0.063792648165072,-0.0031364282019785,-0.0116196676169511,-0.0159410765272514,-0.0631053789998259,-0.162165333356679,0.0276599336541858,0.0230744460644655,Male,29,No,No,Unemployed,Urban,College,1671948000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,22154176-23e1-4b7c-a3af-29104e7c35b1,no_churn,0.37421158,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,30,No,No,Unemployed,Suburban,High School or Below,1671948000
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c4d0e753-418e-4136-b2e5-049009a25f5d,no_churn,0.4201262,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,65,No,Yes,Retired,Suburban,Bachelor,1671948000
11,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,d98d788b-017e-4167-bcef-452aea325f11,no_churn,0.0141388019999999,0,no_churn,0.0157007846068518,-0.0088613292201625,-0.0313213781785452,-0.0375874565585763,0.0199673580335184,-0.131150319269436,-0.0306477540150444,-0.0351260578966503,Female,30,No,Yes,Employed,Suburban,Master,1671948000
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,449b8387-a3e4-4953-bdfb-8f470c938ef1,no_churn,0.16375886,0,no_churn,0.0924996759238547,-0.0145595505272285,-0.0016076459707073,-0.104886848020788,-0.11635605107489,0.073356737885424,-0.0322688501865013,-0.0228603204200953,Male,50,Yes,Yes,Employed,Suburban,High School or Below,1671948000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c02cd073-d41d-4f18-bc17-35a30d84d927,churn,0.58799666,1,churn,-0.21237786204013,-0.0034742006718443,0.0437033484697622,-0.0039537361231487,0.0057866830820057,0.0565002071794515,-0.0909556522557704,-0.0159216057462799,Female,64,Yes,Yes,Employed,Suburban,High School or Below,1671948000
71,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,20ac9c4d-0c81-4f5a-a58a-289b4b836be2,no_churn,0.054587193,0,no_churn,-0.16171590452187,-0.0022904134715099,0.0007877535728493,-0.0040616741496342,0.0028023432602731,-0.131676169723869,0.0357160399730401,0.0614118737746866,Female,31,No,No,Employed,Suburban,College,1671948000
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3542a51-1461-4bb2-9d3e-383aef33aaca,no_churn,0.12167991,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,55,No,No,Employed,Suburban,Bachelor,1671948000
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9cc51cb4-ff66-4011-a004-763c223e3380,churn,0.43815908,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Female,80,Yes,No,Employed,Urban,College,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0d350dde-4595-48ea-b378-43985fff6c59,churn,0.87202877,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,33,No,No,Employed,Rural,High School or Below,1671948000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8ece5ccc-9e95-4e62-9872-4916b50cc22b,no_churn,0.35643664,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,67,No,Yes,Unemployed,Suburban,College,1671948000
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0af4502e-1e61-4931-a70d-8e0fdb458860,churn,0.5828893,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,49,No,No,Employed,Suburban,Bachelor,1671948000
42,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,4dbbe25d-d80c-4f5f-a1f7-a938817b8991,no_churn,0.13747263,0,no_churn,0.0689140372373913,0.000447020408028,-0.0011313085660913,-0.0018321750241193,0.0545866556796863,0.0244190931119555,0.0703260036621759,0.0752445295522557,Female,60,Yes,Yes,Employed,Suburban,High School or Below,1671948000
55,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,49ee04dc-ebc5-4094-b411-a07d1f08430c,no_churn,0.02391178,0,no_churn,-0.0513283718364891,-0.003151893439026,-0.012837662435968,-0.0575604181558264,-0.018465086175529,-0.0831163981590907,-0.0142108341307448,-0.0166888202179325,Female,58,No,No,Employed,Suburban,Bachelor,1671948000
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4dc84e45-ea12-4906-a066-41d5c0a6add4,churn,0.63654447,1,churn,0.0470100274285323,-0.0029281533259927,0.130930497357613,0.12032130613452,0.048330442076658,0.134388222664202,0.170544758552342,0.062376760126117,Female,26,Yes,Yes,Disabled,Urban,College,1671948000
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,900d79ee-2b75-4d18-8e4c-093e20c4849e,no_churn,0.018245537,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,70,No,No,Employed,Suburban,Bachelor,1671948000
41,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d551bee3-9b86-4856-9ec3-5c8f87d956d6,no_churn,0.06729272,0,no_churn,-0.0694871421838797,-0.0175332548547521,-0.0649431724173246,-0.131420127876672,0.0233492987077897,0.0447389160418879,-0.0263791569322165,-0.0273515102969213,Male,65,No,No,Employed,Suburban,Bachelor,1671948000
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,fa6568ec-276d-4c44-a1d9-e931fb7a3805,no_churn,0.09960801,0,no_churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Male,75,No,No,Employed,Suburban,Master,1671948000
35,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,606b63a0-a7fb-4f7d-ad28-6ed6203d43e5,no_churn,0.010266383,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Female,32,Yes,No,Unemployed,Urban,College,1671948000
69,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,7fbc4939-f622-4983-9134-4d21e612acaa,no_churn,0.18814711,0,no_churn,-0.104078660338955,-0.0024739332698663,-0.0850835452338469,-0.0086115555570813,0.0193604434143526,-0.167600714999498,0.0427702371435225,0.0516915763612632,Male,24,Yes,Yes,Employed,Rural,College,1671948000
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5b932807-976d-4e75-82dc-c44caac40f48,no_churn,0.5698308,0,no_churn,0.156586454180469,-0.0025242836970392,0.113279976769554,0.0152575843747763,0.0642152770327538,0.138337302623358,0.0940616684076849,0.0183789272238027,Male,36,No,Yes,Medical Leave,Urban,High School or Below,1671948000
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d905a1d6-d605-4bb9-8de3-2652ab6856c7,churn,0.71804297,1,churn,-0.0930125490597038,-0.0058913799408037,0.0049912214652249,-0.0644220123332252,0.0742638982493372,0.0347992159308523,-0.0092585243390931,0.0395039810392518,Male,39,No,Yes,Employed,Suburban,College,1671948000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32c1c476-2341-48e4-9b34-64ada32e4aad,no_churn,0.27612206,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,47,No,Yes,Employed,Rural,Bachelor,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,402ec651-6e43-4df7-9153-760536d1d1de,churn,0.87202877,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,48,No,No,Employed,Suburban,High School or Below,1671948000
72,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,a9ce54b6-f6ed-4c24-8b77-202a7ff93e54,no_churn,0.11526312,0,no_churn,-0.155011575314713,-0.0044546950568974,-0.0377198608525486,-0.0226997664463397,0.0075257221510628,-0.0995580862569886,-0.0026561834926224,0.0499927368357839,Female,33,No,Yes,Employed,Suburban,Bachelor,1671948000
21,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,951879b0-6cbf-4281-b933-41e1eee9623d,churn,0.07131264,1,churn,-0.0243384434967356,-0.0077713151026546,0.0146089329538654,-0.0482433215744958,-0.0203011336905319,-0.0820701811476601,-0.0297449059496284,-0.0411657841252053,Female,69,No,No,Employed,Rural,Master,1671948000
41,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,605a398e-ac54-478a-9ab9-59bd1df584cd,no_churn,0.06729272,0,no_churn,-0.0694871421838797,-0.0175332548547521,-0.0649431724173246,-0.131420127876672,0.0233492987077897,0.0447389160418879,-0.0263791569322165,-0.0273515102969213,Male,30,Yes,Yes,Employed,Suburban,Bachelor,1671948000
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,19d37c85-243e-4306-b199-3d2f98aa906c,churn,0.7134352,1,churn,0.174437381730868,-0.0040664199290404,0.0630827247805427,0.0599418469730335,0.0653875114772381,0.151695908786442,0.148992440252287,0.0435024645513294,Male,29,No,Yes,Employed,Rural,Bachelor,1671948000
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,95099e7e-6601-48b3-aad3-62e9ab072dd0,no_churn,0.25624004,0,no_churn,-0.0797040896327234,-0.0027837866349,-0.0016346269526638,0.113437306335863,-0.0167023071440235,0.0876637974654613,-0.021591509325317,-0.0397227245568592,Male,26,Yes,Yes,Unemployed,Urban,Bachelor,1671948000
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,fcd7817d-f644-4e86-97fc-029da7c773e5,churn,0.71804297,1,churn,-0.0930125490597038,-0.0058913799408037,0.0049912214652249,-0.0644220123332252,0.0742638982493372,0.0347992159308523,-0.0092585243390931,0.0395039810392518,Male,80,No,No,Unemployed,Suburban,Bachelor,1671948000
7,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,fd7d043e-1844-495e-b38b-e1db302485e3,churn,0.12803634,1,churn,0.203779314591757,-0.0032544658724236,0.0462930358112043,0.114179991803539,0.103818910485661,-0.0936617764220409,-0.0068285006989481,-0.0148050332135517,Male,64,No,Yes,Medical Leave,Urban,Master,1671948000
48,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,96e81b62-72cc-44d0-ac89-adeaa294b1b3,no_churn,0.24277446,0,no_churn,-0.0733026920008706,-0.002087279962725,-0.0491568068029664,-0.103448048642476,0.0484680752509302,-0.1258271415335,0.0326793374301087,0.0536484043044401,Female,66,Yes,No,Unemployed,Suburban,High School or Below,1671948000
63,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,c4e6025b-82ac-4b8e-9199-a2541a190453,no_churn,0.07107293,0,no_churn,-0.0628173850835082,-0.0012018512303984,-0.0743912463136439,-0.0196156131864518,0.0514503751468328,-0.116345955115266,0.0606825660076174,0.0632129603889552,Male,62,No,No,Employed,Suburban,College,1671948000
66,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,01da6276-3d9b-468e-9610-2dd3ed74fb05,no_churn,0.0197903569999999,0,no_churn,-0.0502668354339584,-0.0045943103344325,-0.0269692656552069,-0.022538105158419,0.0014154591969781,-0.094567428405644,-0.03818353549952,-0.033322131822133,Female,70,No,No,Employed,Suburban,High School or Below,1671948000
40,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,f9e57c14-4789-427b-bb19-b507702d2801,churn,0.38958138,1,churn,-0.131484877386388,-0.0105160411476026,0.0263074361394228,0.0872433445307433,-0.0813920421410557,0.0255164816652131,-0.0313736620669442,-0.0162806126262785,Female,25,Yes,No,Retired,Suburban,College,1671948000
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,df87b356-a0e2-45a4-8028-cda1dd0d74ee,churn,0.7134352,1,churn,0.174437381730868,-0.0040664199290404,0.0630827247805427,0.0599418469730335,0.0653875114772381,0.151695908786442,0.148992440252287,0.0435024645513294,Male,52,Yes,No,Employed,Suburban,High School or Below,1671948000
10,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ad2eae5f-e6ca-44f3-b5da-04d644d9884b,no_churn,0.3131805,0,no_churn,-0.0457616907794908,-0.0108286723909441,-0.0307204845403066,-0.0682545536643556,-0.0425068681955781,0.0481069614114403,-0.0360374891603532,-0.0290233530595014,Female,42,No,Yes,Employed,Suburban,Bachelor,1671948000
63,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,f3cf255f-4de4-4539-bc16-c47f8325b926,no_churn,0.07107293,0,no_churn,-0.0628173850835082,-0.0012018512303984,-0.0743912463136439,-0.0196156131864518,0.0514503751468328,-0.116345955115266,0.0606825660076174,0.0632129603889552,Male,61,Yes,No,Unemployed,Rural,College,1671948000
28,No,No phone service,Medium Speed,In_Store_Support,One year,100hrs+,Active,821f9873-b0c0-4cf9-87da-77883e53f285,no_churn,0.10806638,0,no_churn,-0.0983081063369445,0.0039181909157832,-0.0041141988081653,-0.0275461352076035,-0.0986448330186613,-0.0905247106200477,0.0212631599385895,0.0349304815452342,Female,37,Yes,No,Employed,Rural,Master,1671948000
20,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,f7283301-15e2-478b-b98c-7d1534759d96,no_churn,0.0073004346,0,no_churn,-0.0260003141335073,-0.0039643787440036,-0.021802491851995,-0.0294259227988914,0.0062177919060741,-0.111354770725648,-0.0392155716428897,-0.0434804955995605,Female,50,No,No,Employed,Suburban,Master,1671948000
21,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,b4904520-0128-4c2c-8cc3-793cbd261f07,no_churn,0.6075456,0,no_churn,0.0261911411720484,-0.0028242372140812,0.0909343726896258,0.0273888993910441,0.103528442414663,0.1278240201275,0.137102177497582,0.137495706176378,Female,51,No,Yes,Employed,Rural,Bachelor,1671948000
14,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0313c334-0ca3-444e-8a02-e86c51e9274c,no_churn,0.3255339,0,no_churn,-0.119022490097286,0.0638934113129289,0.0185781122006665,-0.0949345053240267,-0.0561442112682834,0.0586150248269586,-0.0168921488998421,-0.0364526761858724,Male,28,No,No,Unemployed,Suburban,College,1671948000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5a6ccf7-1e47-46af-8ce8-0171eeca8d3f,churn,0.7889664,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,53,No,No,Unemployed,Suburban,Bachelor,1671948000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,43df8644-ce1f-473b-a007-f49ac5ace503,churn,0.5245455,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,46,No,No,Employed,Rural,Master,1671948000
40,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,2cfa5c65-b0cf-4cb6-bcc7-60f920af6dac,no_churn,0.16622227,0,no_churn,0.0257055640393446,0.0005853280464725,0.020785989155338,0.0494270544006212,0.0386261878603363,0.0124449165003898,0.0931232213997827,0.100275593761253,Female,28,No,No,Employed,Suburban,High School or Below,1671948000
15,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6749961f-1b8d-4967-9382-2baf178157f4,no_churn,0.16162996,0,no_churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Male,78,No,Yes,Unemployed,Urban,High School or Below,1671948000
64,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,b4adaf61-03f2-44bd-ac69-4938db66fe9a,no_churn,0.031060282,0,no_churn,-0.0727347169583572,-0.0068913591286809,-0.012812535295784,-0.0225175740316899,-0.0223427589305038,-0.068014108378602,-0.0192717971036472,-0.0244413029456154,Female,46,Yes,Yes,Retired,Suburban,High School or Below,1671948000
33,Yes,No,Medium Speed,Phone_Support,One year,100hrs+,Active,628febfa-ac41-4fae-8013-8a64398bad75,no_churn,0.10570318,0,no_churn,0.0008504539427303,0.0010234013614172,0.0346587452448693,0.0606772120129244,0.129137947462787,-0.0513136569698144,0.0976247160525417,0.0983150327888506,Female,33,No,No,Employed,Suburban,Bachelor,1671948000
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,bc38b883-973b-44f5-a3ea-52829a425f3e,no_churn,0.19684376,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Male,28,No,No,Retired,Urban,High School or Below,1671948000
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,80d665d6-48e5-4778-87db-e0938676e3b2,no_churn,0.3236091,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,27,No,Yes,Unemployed,Suburban,Bachelor,1671948000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c3713a1-433a-46a7-b430-8407644e31f0,churn,0.18699148,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,79,No,Yes,Unemployed,Suburban,Bachelor,1671948000
11,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,10cc1ac9-940f-479c-b640-d6bcbf9b44a1,no_churn,0.08625317,0,no_churn,-0.0394982352279839,-0.0070184532687562,-0.0363131727276959,-0.0419881676821569,-0.0332543335699847,-0.064755818033218,-0.0213421607810596,-0.0248558097631576,Male,62,No,Yes,Unemployed,Urban,High School or Below,1671948000
63,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,b0e17c46-5b38-44d8-941f-f8943c10d982,no_churn,0.078439325,0,no_churn,-0.135713597946524,-0.0022641567457685,-0.0205685999393426,-0.0258443025259839,0.0081294022836118,-0.129988205886511,0.0141817581960822,0.0230415495947636,Female,27,No,Yes,Unemployed,Suburban,High School or Below,1671948000
71,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,a31b8fe0-6e27-45fb-9966-174fe1252a99,no_churn,0.0024682153,0,no_churn,-0.0771368467408319,-0.0039921905682422,-0.0119241481723565,-0.0210568033817253,0.0008759004161947,-0.111252103544921,-0.0196949271421272,-0.0248450336877613,Female,23,Yes,No,Employed,Suburban,High School or Below,1671948000
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,42e61dc0-b033-4699-8005-868c257f5838,churn,0.5915425,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,69,No,Yes,Retired,Suburban,High School or Below,1671948000
5,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,911a34d3-8d14-41bf-954c-e16e3a537105,no_churn,0.35027617,0,no_churn,0.0693182713411806,-0.0047344621990669,-0.099925267988342,0.0071563838175006,0.0778041441334244,0.0826588018677193,-0.0913347402782892,0.03936404953909,Female,43,No,Yes,Disabled,Urban,Doctor,1671948000
42,Yes,No,Medium Speed,In_Store_Support,One year,100hrs+,Active,66e04806-e069-47e3-9c48-d272f0d7ff02,no_churn,0.07645456,0,no_churn,0.0165017779384288,-0.0013963158051046,-0.0002552871691841,-0.105125878264298,-0.0675548091824202,-0.0094944878250862,0.0102800598706744,0.0480187899021984,Male,66,Yes,Yes,Unemployed,Urban,High School or Below,1671948000
29,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,586d7fea-4bf0-423e-9e71-f8a8a42e4402,no_churn,0.31264693,0,no_churn,-0.0677996351278488,-0.0151601513509149,-0.018133588206424,-0.0602203437428488,-0.0558969225676855,0.0379686910874079,-0.0330561051186668,-0.0367280968376326,Male,37,No,No,Unemployed,Rural,High School or Below,1671948000
4,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f2722dac-3470-4c2a-9b6c-9d93a9606f4e,churn,0.7856361,1,churn,0.199603178779316,-0.0014711750752576,0.10690813545822,-0.0269382677315707,0.0862694889057092,0.147701476821785,0.0814259885681804,0.124975024999362,Female,71,No,No,Employed,Suburban,Bachelor,1671948000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7da54bc0-226a-4cd2-a918-f2332b6b1b2b,no_churn,0.16510765,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,54,No,Yes,Employed,Suburban,Bachelor,1671948000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,508d32bd-04de-4e71-90d8-673807f67aea,churn,0.68101066,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,71,No,No,Employed,Urban,High School or Below,1671948000
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e454457b-92a9-410d-b913-30e582e7e177,no_churn,0.45176366,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,44,Yes,Yes,Retired,Suburban,College,1671948000
58,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,9d34c000-3ba8-4cf5-b840-80d1143d2273,no_churn,0.0554264629999999,0,no_churn,-0.135028944133578,-0.0037222963757449,0.0059674913258822,0.0304999754846721,-0.0226092254477998,-0.0762253527570874,-0.033939481476591,-0.0339683190442701,Male,43,No,Yes,Employed,Suburban,Bachelor,1671948000
48,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,c5feb4b6-2ab8-4734-abf2-2cee997ec741,no_churn,0.24277446,0,no_churn,-0.0733026920008706,-0.002087279962725,-0.0491568068029664,-0.103448048642476,0.0484680752509302,-0.1258271415335,0.0326793374301087,0.0536484043044401,Male,79,Yes,No,Employed,Urban,High School or Below,1671948000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a5b0be27-d225-4477-a146-fd6e26db1497,churn,0.28786933,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,26,No,Yes,Medical Leave,Suburban,Bachelor,1671948000
5,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,3bcbeeac-7468-4786-a347-efbccd6995ed,no_churn,0.35027617,0,no_churn,0.0693182713411806,-0.0047344621990669,-0.099925267988342,0.0071563838175006,0.0778041441334244,0.0826588018677193,-0.0913347402782892,0.03936404953909,Male,56,No,No,Employed,Suburban,Bachelor,1671948000
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,4d3d2dd4-8243-4078-9ee2-c9b03cb983a9,no_churn,0.005850959,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Female,79,No,No,Employed,Suburban,High School or Below,1671948000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b48c8db1-8ef5-42c6-bbcb-4ef01cd04190,churn,0.2831284,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,46,No,No,Employed,Urban,High School or Below,1671948000
48,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,cf8c4a12-6a5b-4389-8166-7eb34cd06bad,no_churn,0.24277446,0,no_churn,-0.0733026920008706,-0.002087279962725,-0.0491568068029664,-0.103448048642476,0.0484680752509302,-0.1258271415335,0.0326793374301087,0.0536484043044401,Male,32,No,No,Employed,Suburban,Bachelor,1671948000
70,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,c1532a0d-51c0-4842-82b2-bc5d0d98101e,no_churn,0.04685731,0,no_churn,0.132874337160838,0.0071108061955692,0.0973614496721802,0.122171981682222,0.05120399642562,-0.0761675327712873,0.130929334250759,0.0938228218190124,Female,63,No,No,Employed,Suburban,Bachelor,1671948000
56,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,7c5959ee-aacd-4040-a918-e44879bf89de,churn,0.0162382,1,churn,-0.0348954304160179,-0.0037836370599688,-0.0007552191597369,-0.0410987391149774,0.0107711146992733,-0.130531618821378,-0.0366249947370852,-0.0321076286581774,Male,71,No,No,Disabled,Suburban,High School or Below,1671948000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,0c959798-9344-4e94-a591-548be6245095,no_churn,0.015144271,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,27,Yes,Yes,Unemployed,Suburban,Bachelor,1671948000
71,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,80d4573d-e36b-4afc-81ce-580e0216ec54,no_churn,0.0024682153,0,no_churn,-0.0771368467408319,-0.0039921905682422,-0.0119241481723565,-0.0210568033817253,0.0008759004161947,-0.111252103544921,-0.0196949271421272,-0.0248450336877613,Male,29,No,Yes,Employed,Suburban,Bachelor,1671948000
32,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,7c102d47-eb2b-498e-9936-f7d58849db97,no_churn,0.12678833,0,no_churn,-0.0327586324137973,-0.0017143055161432,-0.0224215125350565,0.0180782348633692,-0.0567451290878761,-0.0502519457185644,-0.080497379634944,-0.0327154823925957,Male,63,No,No,Employed,Suburban,Bachelor,1671948000
2,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,1268616a-8028-4e2b-b740-c9bbad164def,no_churn,0.08226735,0,no_churn,0.0818172819884694,-0.006487310355842,-0.0200093085146363,-0.0552362311242177,-0.0301546459392102,-0.161326111942508,-0.0288022769474991,-0.035494215642584,Female,66,Yes,Yes,Unemployed,Rural,Master,1671948000
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,28dfcb16-53dd-40d8-a84f-dcea9495ff12,no_churn,0.6510082,1,churn,0.105707085165914,5.68715245208296e-05,0.0060315846186858,0.02462197218877,0.102134718556836,0.153404010357535,0.126860245603875,0.142157359767716,Female,52,Yes,Yes,Unemployed,Suburban,High School or Below,1671948000
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c8cba49d-d0a9-406f-b9c2-a7d7ae7834e6,no_churn,0.25624004,0,no_churn,-0.0797040896327234,-0.0027837866349,-0.0016346269526638,0.113437306335863,-0.0167023071440235,0.0876637974654613,-0.021591509325317,-0.0397227245568592,Female,35,No,Yes,Employed,Suburban,High School or Below,1671948000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9ed3b18e-1634-4b28-b32e-e7efde0f2a64,churn,0.2831284,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,33,No,Yes,Unemployed,Suburban,College,1671948000
41,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,80b1c876-e8ea-4c89-96d3-9e29e5babf3f,no_churn,0.06035117,0,no_churn,-0.0237357413646714,-0.0084712582412612,0.0159962323217769,-0.0646777305337855,0.0191145018794304,-0.112195424996326,-0.0213164003387009,-0.0337403296072352,Male,41,No,Yes,Unemployed,Suburban,High School or Below,1671948000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0c8681da-790f-4355-88d5-452f4ec6c0fe,no_churn,0.47014835,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,80,No,No,Unemployed,Rural,College,1671948000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,34d0b173-b3cf-4b93-9154-6dc59b9f1583,churn,0.66701806,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,20,No,Yes,Employed,Rural,Bachelor,1671948000
20,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,23861dbe-e2fe-4fe7-a6a7-b6f00d3d82be,no_churn,0.02398886,0,no_churn,-0.0439365577431271,-0.0084960395796406,-0.024801189671125,-0.0382249725963447,0.0012744613821632,-0.0817307937869009,-0.0342028067540013,-0.0389082547469661,Female,55,No,No,Employed,Suburban,College,1671948000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8e624dcf-d4ab-4719-8a84-7dd4715460f6,churn,0.28786933,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Female,51,Yes,No,Employed,Suburban,Bachelor,1671948000
63,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,63680bdf-94f7-41c3-a414-d080a5afb8a4,no_churn,0.008205933,0,no_churn,-0.0457525288408396,-0.0028354013793068,-0.0086153982409086,-0.0202200153129342,-0.0121325049023835,-0.146069481844279,-0.0129744929231492,-0.0204263276720121,Male,55,No,Yes,Employed,Suburban,Bachelor,1671948000
24,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,627c3267-5504-4f4b-a6cd-f7d516f97b58,no_churn,0.525674,1,churn,0.0412075915298282,0.140655660388074,0.0632378077871544,0.0479736750079882,-0.0246085509396198,0.122663133242595,0.0567553237784068,0.0430892219149063,Female,50,Yes,Yes,Disabled,Suburban,High School or Below,1671948000
24,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,edfe0633-a8e0-4928-817a-517abcfbb3bb,no_churn,0.0085124215,0,no_churn,-0.0520355151612238,-0.0053697797436871,-0.0301938299904759,-0.0176589211623468,0.0128527638720152,-0.102288368395657,-0.0334952228036854,-0.0408372803790734,Male,45,Yes,No,Employed,Rural,Bachelor,1671948000
68,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,5bece36b-d861-45c4-bf57-acdbedfd9943,no_churn,0.17179917,0,no_churn,-0.0866537595158297,-0.0013391099022192,0.0338739040285054,-0.0172389536791797,-0.0365970554298473,-0.0532994066464561,0.0728075169371641,0.0594207143243784,Male,71,No,No,Unemployed,Urban,Bachelor,1671948000
42,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1abb90ea-8e30-4998-b20a-712efd8df836,no_churn,0.0313641729999999,0,no_churn,-0.0050297602462251,0.0177068084535312,0.0033451430456807,-0.016655949044848,-0.013718455647313,-0.159658489821541,-0.011029958289273,-0.0139854905629454,Female,52,No,No,Employed,Rural,Bachelor,1671948000
64,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,e44828a1-dadd-41e8-9c41-599a234307db,no_churn,0.06608878,0,no_churn,-0.164858639490931,-0.0034135774063724,-0.002342944773427,0.0302867085924663,-0.0265768722913708,-0.114506532574269,0.0155124561576121,0.0168732496969641,Male,41,Yes,No,Employed,Suburban,Master,1671948000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f974cb74-d98c-4866-8e00-8bb7d18978c3,no_churn,0.41525912,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,38,No,No,Unemployed,Suburban,College,1671948000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,21d57716-7964-4f3d-a19a-34f1d096d352,no_churn,0.0017535716,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Female,65,No,No,Employed,Suburban,Bachelor,1671948000
22,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,65546b99-4b62-4f38-b0ae-08c4117c906a,no_churn,0.010033998,0,no_churn,-0.0211877724627947,-0.0028787575601745,0.0147908862036911,-0.0431902052267469,-0.0050057177764119,-0.132926170552591,-0.0323270310538828,-0.0356347167608419,Male,55,Yes,Yes,Unemployed,Urban,Bachelor,1671948000
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,af8e66de-04ac-4ef6-91e9-50a2e1342cdc,churn,0.63654447,1,churn,0.0470100274285323,-0.0029281533259927,0.130930497357613,0.12032130613452,0.048330442076658,0.134388222664202,0.170544758552342,0.062376760126117,Male,21,No,Yes,Unemployed,Suburban,College,1671948000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9bfd297c-1c37-4eae-9fbc-34aa966fadf4,churn,0.4787143,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,37,No,Yes,Employed,Suburban,College,1671948000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,87b52adb-1701-42ba-930f-2a083dd82e83,churn,0.7348116,1,churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Male,75,Yes,No,Employed,Suburban,College,1671948000
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,115c9e8d-e7d0-4750-b3c5-6fd20899e71c,no_churn,0.12167991,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,71,Yes,Yes,Employed,Suburban,High School or Below,1671948000
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b3ab081b-0ca2-496f-b7ad-83d9e8615b53,churn,0.853412,1,churn,0.155679250259541,-0.0056811930496223,0.021723779179124,0.0294096957120291,0.0338362748799045,0.142105752617317,0.0454447083900777,0.0973603412108696,Female,66,Yes,No,Employed,Urban,High School or Below,1671948000
46,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,db0f5419-a5b0-440c-aa2d-5d125d3ece2f,no_churn,0.16194485,0,no_churn,-0.108611839708346,-0.0063231922018349,0.008705984996086,-0.0462510215883048,-0.0814887620698482,0.0325383234711534,-0.0400316087478495,-0.0208973683508884,Female,40,Yes,Yes,Employed,Suburban,Master,1671948000
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,618ec98b-ddf3-4c02-8b0e-5177a46b7475,no_churn,0.07418546,0,no_churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Female,21,Yes,No,Employed,Rural,Bachelor,1671948000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,01c79446-c3f1-4660-bae5-02ae6f1c4fc3,no_churn,0.065709785,0,no_churn,-0.168917861174664,-0.0024925659939845,-0.0045748391636652,0.0082252552712543,-0.0589557701355715,-0.101205061879414,0.0130067549997465,0.0458879357667683,Female,50,No,Yes,Employed,Rural,Master,1671948000
56,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,e95ca491-c330-4ffd-9f37-a4435ba90420,no_churn,0.04135155,0,no_churn,-0.0305031121023148,-0.0035018465151733,0.0059713668228232,-0.009600247413,-0.0836073212926567,-0.117996313236781,-0.0170820427992475,-0.0127066355757506,Female,29,No,No,Unemployed,Suburban,High School or Below,1671948000
53,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,46482b9f-fc18-4ee9-9b00-37d9dd473e75,no_churn,0.21357098,0,no_churn,-0.171172969386535,-0.0043244603076527,-0.0785514407993469,0.0287254482208118,0.0317425972116507,0.0294321273089553,-0.0229499399751512,-0.0219275113301591,Female,77,No,No,Employed,Suburban,High School or Below,1671948000
68,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,4e646006-90f4-4b1b-9772-9ecd1b24ebd0,no_churn,0.17179917,0,no_churn,-0.0866537595158297,-0.0013391099022192,0.0338739040285054,-0.0172389536791797,-0.0365970554298473,-0.0532994066464561,0.0728075169371641,0.0594207143243784,Female,43,Yes,Yes,Unemployed,Suburban,Bachelor,1671948000
15,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1303da6b-7c20-41a0-a796-cec018e8a2c7,no_churn,0.16162996,0,no_churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Male,72,No,Yes,Employed,Suburban,Bachelor,1671948000
68,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,b0315ed6-a23c-45e0-911e-d6838642d577,no_churn,0.009548308,0,no_churn,-0.069780868770913,-0.0035488062662261,-0.0001962680472752,-0.0229550315764936,-0.0005838424237663,-0.114778724170369,-0.0220807541280191,-0.035101857178306,Male,65,No,Yes,Retired,Suburban,Master,1671948000
67,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,9ce3b2c2-bcd8-4675-8e9d-bbb9cc6f52f1,churn,0.013843681,0,no_churn,-0.115454813725228,-0.0111485465816986,-0.0197189734058884,0.0045400556154891,0.0185969676298918,-0.167585294236324,0.0277407311351998,0.0440037221475904,Female,26,Yes,Yes,Employed,Suburban,Bachelor,1671948000
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,61308e85-f667-4a28-8557-93fb1f141e52,churn,0.3809775,1,churn,-0.153138617179729,-0.0034752442458011,-0.0125569800078665,-0.0509181789791546,0.0092512464581523,0.0554958878417164,0.0259644406561346,0.0503512939823485,Male,23,No,No,Employed,Urban,Doctor,1671948000
23,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d9c6e45-f903-4b73-a7b3-1fa65ba799cf,no_churn,0.094778106,0,no_churn,-0.126433624181936,-0.0062800773251183,-0.0401938572586186,-0.046728421996122,0.0024063537857728,0.0357677072389742,-0.0434802293829852,-0.0340840022751217,Female,23,Yes,Yes,Medical Leave,Suburban,Bachelor,1671948000
56,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,8cc0af2e-1d81-4c78-bf63-dbb05e8db651,no_churn,0.0469550829999999,0,no_churn,-0.0240590430552219,-0.0040961914932631,-0.0227626326911558,-0.0275644381341408,-0.081804101291691,-0.0663625147378479,-0.0203377585185808,-0.0220394728243627,Male,68,Yes,Yes,Medical Leave,Rural,High School or Below,1671948000
54,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,20c5167a-5e71-4d61-9fac-17bdfbddd84f,churn,0.44295168,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,75,No,No,Unemployed,Rural,Bachelor,1671948000
66,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,09de51ae-1f78-4a11-96cd-154ff66df2ba,churn,0.11199768,1,churn,0.00017995304559,-0.0019396993458758,0.0287582223421668,-0.0145111262208047,-0.0179087478313522,-0.167711543775131,-0.021700766055128,-0.0155257765970418,Female,40,No,No,Employed,Suburban,Bachelor,1671948000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b4f472d2-45f5-40c1-9d31-d2eaa8b971e0,no_churn,0.16510765,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,53,No,Yes,Disabled,Rural,High School or Below,1671948000
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c6b57cde-faa6-4c45-ae6a-dc98de986f96,no_churn,0.3236091,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Female,74,No,No,Disabled,Suburban,Bachelor,1671948000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,befb2b64-9806-4748-970e-e87359b38821,churn,0.85103935,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,73,Yes,No,Employed,Suburban,College,1671948000
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,20f38663-0a6a-424b-b9f1-c60d74c0b156,no_churn,0.018130612,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Female,29,No,Yes,Employed,Suburban,College,1671948000
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,73af11cf-99aa-4552-8caf-b826087096e5,no_churn,0.19050679,0,no_churn,-0.265204104926224,-0.0048853238559968,0.0235695350953119,-0.0427622458072619,0.0267226317856057,0.014866622692225,-0.0068644458542985,-0.0144688235117428,Female,74,No,No,Medical Leave,Suburban,High School or Below,1671948000
4,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,9d1b119f-9abc-433a-a137-748bfee87baf,churn,0.48138106,1,churn,0.0800149885156202,-0.0033620927908486,-0.0932357468078998,-0.0611071547064102,0.053073783746131,0.0860610327162385,-0.0331673224911537,0.0618630236578155,Female,34,Yes,No,Employed,Suburban,Master,1671948000
70,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,ba5a5cec-cf6a-4030-8401-61688dc4e6a1,no_churn,0.0073394559999999,0,no_churn,-0.0630240108622274,-0.0033774295195144,-0.0303949632078638,-0.0226845956201668,-0.0459298071074408,-0.132180867730076,0.0169257930830463,0.0216397287843392,Female,64,Yes,Yes,Unemployed,Rural,High School or Below,1671948000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,bcea62dd-a710-4af2-a7f9-8bd213e85b6c,churn,0.7348116,1,churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Male,21,No,No,Employed,Suburban,Doctor,1671948000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f7f3ba19-c9ed-4008-a87a-9663acd68f99,no_churn,0.44220597,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,66,No,Yes,Unemployed,Suburban,Bachelor,1671948000
22,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,8f6ed9ea-7267-4c7e-ad59-0cfdc3052f57,no_churn,0.010033998,0,no_churn,-0.0211877724627947,-0.0028787575601745,0.0147908862036911,-0.0431902052267469,-0.0050057177764119,-0.132926170552591,-0.0323270310538828,-0.0356347167608419,Female,48,No,No,Unemployed,Suburban,College,1671948000
26,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,91f85536-255d-4162-b152-4320c5546ac5,no_churn,0.10860201,0,no_churn,0.069220349943871,-0.0001506018664986,0.0226005336100024,0.0402129782252268,0.124881868821449,-0.0370204650729101,0.160469322058743,0.106093204022436,Male,40,No,Yes,Employed,Suburban,Bachelor,1671948000
67,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ba6bbc2d-fc7b-4b34-aa61-3f5da9ef106a,no_churn,0.40532172,0,no_churn,-0.069469839634512,0.0001225764415539,0.0443793223905322,0.0635511592710827,0.104235945751698,0.111979954269918,0.134294105752397,0.0741306321290267,Male,31,No,No,Employed,Rural,College,1671948000
66,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,00560a43-c17b-47ad-ba93-91a6d1eda995,no_churn,0.012960603,0,no_churn,-0.0615879093913781,-0.0132102682705317,-0.0176430409525573,-0.013054890910821,-0.0423206315904781,-0.143923632210767,0.0013293926084952,0.0213848264541138,Male,74,Yes,Yes,Unemployed,Suburban,College,1671948000
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,14e6115f-0660-48da-8383-6e37585b572a,no_churn,0.26716393,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,64,Yes,Yes,Employed,Suburban,High School or Below,1671948000
46,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,30fb375e-971b-4f91-be7c-cbe372e7d80a,no_churn,0.009847006,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,20,No,No,Employed,Suburban,College,1671948000
26,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e00af6f9-9c00-468c-bc47-d87071aa4688,no_churn,0.19578546,0,no_churn,-0.0975916504429369,-0.0094982246955805,-0.033805675665244,-0.0460066645382539,0.0052977053128597,0.0399874841420569,-0.0577186719981,-0.0696904533662382,Female,30,No,No,Employed,Suburban,High School or Below,1671948000
23,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,02f8fcf9-bd6b-4bca-ac65-d9cdd4efb738,no_churn,0.0092413435,0,no_churn,-0.0394070406601804,-0.0058142192357991,0.0160889376464092,-0.0399034903254323,0.0081141606259552,-0.128615037331929,-0.0391571056408156,-0.0403323566965991,Female,49,No,No,Employed,Rural,High School or Below,1671948000
48,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,b4112f7d-e9e5-4a93-9611-67b2dda262de,churn,0.057143766,1,churn,-0.0387677284981236,-0.0042946636867782,-0.0111084927954379,-0.0558427705245594,-0.0148799132488329,-0.046307617151433,-0.0204865321893157,-0.017338433329487,Male,44,No,No,Employed,Suburban,Bachelor,1671948000
11,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,d08af852-bb49-456f-bece-685d4eea3036,no_churn,0.0141388019999999,0,no_churn,0.0157007846068518,-0.0088613292201625,-0.0313213781785452,-0.0375874565585763,0.0199673580335184,-0.131150319269436,-0.0306477540150444,-0.0351260578966503,Male,39,No,No,Employed,Suburban,College,1671948000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,31b7446e-f437-4c79-8237-8e3aa72cd10c,churn,0.7574271,1,churn,0.042042583365428,-0.0070102345103987,-0.115558094062999,-0.0412216768537837,-0.0309653616376817,0.0950159683557194,-0.120777162174218,0.0103675180127902,Female,37,No,Yes,Unemployed,Suburban,Master,1671948000
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,6b699ca0-2bfc-48e1-9946-0fcefb49f83b,churn,0.63654447,1,churn,0.0470100274285323,-0.0029281533259927,0.130930497357613,0.12032130613452,0.048330442076658,0.134388222664202,0.170544758552342,0.062376760126117,Male,52,Yes,No,Employed,Urban,Master,1671948000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2b9b645b-2338-41d4-940b-5c7186c11a3d,churn,0.4787143,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,77,Yes,No,Unemployed,Suburban,High School or Below,1671948000
50,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,b041c5bf-7a4d-402f-b98d-5078aa31ac1f,no_churn,0.017223582,0,no_churn,-0.0356599223186094,-0.0028297185594783,-0.0074988117822067,-0.0458680287801871,0.0160949188169797,-0.117743210115586,-0.0301795675023822,-0.0453418127124314,Female,37,No,No,Employed,Urban,Bachelor,1671948000
23,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,24e9a4bc-be2b-45ea-81d1-dbb5856383aa,no_churn,0.11166132,0,no_churn,-0.169545308941615,0.0463639758319732,0.0044509427031061,-0.0583467255969935,-0.0187563093723747,0.0548063190494576,-0.0131145271135665,-0.0348845163724854,Female,57,Yes,Yes,Employed,Suburban,Bachelor,1671948000
47,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,e5d6da0c-d924-4d31-8a17-813711c0815b,churn,0.32495922,1,churn,-0.0487500024710243,-0.0039979971600769,0.0249979883834384,0.040365162196258,-0.0189436652182848,-0.241318137009548,-0.0382062183282505,0.0568267148635095,Male,69,Yes,Yes,Unemployed,Urban,High School or Below,1671948000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,31708985-405d-487c-ae84-ac6327a54c97,churn,0.58799666,1,churn,-0.21237786204013,-0.0034742006718443,0.0437033484697622,-0.0039537361231487,0.0057866830820057,0.0565002071794515,-0.0909556522557704,-0.0159216057462799,Male,41,No,Yes,Unemployed,Urban,Bachelor,1671948000
56,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,7fc3d681-94e0-4dcf-a647-c2fa85765adc,no_churn,0.04135155,0,no_churn,-0.0305031121023148,-0.0035018465151733,0.0059713668228232,-0.009600247413,-0.0836073212926567,-0.117996313236781,-0.0170820427992475,-0.0127066355757506,Male,23,Yes,Yes,Disabled,Suburban,High School or Below,1671948000
32,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,26a2e0ba-b678-496f-b49f-a8ceec3585b7,no_churn,0.011273868,0,no_churn,-0.0092576518925852,-0.0035444265180922,-0.0722421012895938,-0.0523325672030296,0.0239204184288064,-0.0911367023187085,-0.0205443532239769,-0.0338887688494833,Male,66,No,No,Medical Leave,Suburban,Bachelor,1671948000
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,23428822-8101-407b-85aa-eff75a8ef10f,no_churn,0.057780545,0,no_churn,-0.0826076605174193,-0.003035611706764,-0.0700540743986175,0.0341660220404537,-0.0028163196131026,-0.106523897739512,-0.0169209239042356,-0.0212336845924528,Male,67,No,No,Unemployed,Urban,College,1671948000
30,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,f34392ea-de10-489e-a8d0-64a5bab929eb,no_churn,0.0063574077,0,no_churn,0.0095733548240332,-0.00543033617123,-0.0120051964964659,0.0027218728622756,0.0183900984328192,-0.206566241480505,-0.034148384314958,-0.0415613193602439,Male,45,No,No,Employed,Suburban,College,1671948000
53,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,1473ec7d-cabc-45b8-a612-b9fbf31795c6,no_churn,0.03592203,0,no_churn,-0.04159938488865,-0.0032852172678758,-0.0167547569418002,-0.0087893019848343,-0.0949879104848423,-0.0417733578776096,-0.0231880131284924,-0.0386482088451794,Male,36,No,No,Retired,Urban,High School or Below,1671948000
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,a5f492c4-a3ef-4b0d-8590-700786567163,no_churn,0.018130612,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Female,39,No,No,Disabled,Suburban,College,1671948000
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,82a9b9c3-e37a-4102-a281-3e78774d73ad,churn,0.43815908,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,30,No,Yes,Employed,Rural,Master,1671948000
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8981d34c-bb76-4d17-928c-a6f4ccec9c62,no_churn,0.6510082,1,churn,0.105707085165914,5.68715245208296e-05,0.0060315846186858,0.02462197218877,0.102134718556836,0.153404010357535,0.126860245603875,0.142157359767716,Female,56,No,Yes,Employed,Suburban,Bachelor,1671948000
48,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,60cb15f3-6ce8-48e0-b506-aa9d8116339b,no_churn,0.00773354,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Male,59,Yes,No,Employed,Suburban,High School or Below,1671948000
23,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,94d95a23-4913-4258-8ebd-e94f6dc8207c,no_churn,0.10768481,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Female,61,No,No,Unemployed,Suburban,College,1671948000
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a809b0f1-38a0-4f6d-b39d-96209b9447fc,no_churn,0.30330133,0,no_churn,-0.0528674955030692,-0.002618435053173,-0.0918010691856034,0.106447691512476,0.0057654340322005,0.031977858461305,-0.006127879058622,0.005102511906698,Female,74,No,No,Disabled,Suburban,High School or Below,1671948000
15,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6f9de5e2-77be-4e49-bc42-a8a3333b7c1e,no_churn,0.16162996,0,no_churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Female,66,No,No,Disabled,Suburban,Master,1671948000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,18839e25-4075-4fb9-983a-a6614fa45e58,churn,0.7574271,1,churn,0.042042583365428,-0.0070102345103987,-0.115558094062999,-0.0412216768537837,-0.0309653616376817,0.0950159683557194,-0.120777162174218,0.0103675180127902,Female,72,Yes,No,Employed,Urban,College,1671948000
51,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,54fb8b5a-7a36-4038-9ae2-12a4714ee48d,no_churn,0.0055946395999999,0,no_churn,-0.0545056505812317,-0.0038152552181054,0.0075696090340898,-0.0346358031859199,-0.0420983808630626,-0.105157457508394,-0.0178755427736905,-0.0185076715084142,Female,37,No,Yes,Employed,Rural,High School or Below,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e296d395-0338-4b3e-b8ac-ade3eb0a54f6,churn,0.86391306,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,49,Yes,No,Employed,Urban,College,1671948000
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,281cadbe-1ccd-4263-a5d6-6ede9e81db26,no_churn,0.09960801,0,no_churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Male,50,No,Yes,Unemployed,Rural,High School or Below,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3252e0c2-6138-4c9b-8986-4c9fdae24007,churn,0.86391306,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,41,Yes,No,Unemployed,Suburban,High School or Below,1671948000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,94b6803a-8a05-4647-b7ce-8c10ece4797d,no_churn,0.022661965,0,no_churn,-0.105819193921643,-0.0028409995100264,0.0105664897158339,0.0440565592211987,-0.0610611322555996,-0.102819490334759,-0.0141671081179174,-0.0169412763121727,Male,71,No,Yes,Employed,Suburban,Bachelor,1671948000
23,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,0691138a-ea6a-4bf5-b3ff-c293cd9b7295,churn,0.12624013,1,churn,-0.0179792267243738,-0.0047944260687108,0.036911042353704,-0.0089668030275697,-0.0428084158479396,-0.142012062809999,-0.0311682461734744,-0.0582080128748566,Female,31,No,Yes,Employed,Suburban,College,1671948000
41,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2e310efb-68d7-4b6f-9eb9-4fd042a7e2f9,no_churn,0.06729272,0,no_churn,-0.0694871421838797,-0.0175332548547521,-0.0649431724173246,-0.131420127876672,0.0233492987077897,0.0447389160418879,-0.0263791569322165,-0.0273515102969213,Female,35,No,No,Employed,Suburban,Master,1671948000
58,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,03a398a9-79c9-4f14-a668-e2b24eb20d77,no_churn,0.0554264629999999,0,no_churn,-0.135028944133578,-0.0037222963757449,0.0059674913258822,0.0304999754846721,-0.0226092254477998,-0.0762253527570874,-0.033939481476591,-0.0339683190442701,Female,76,Yes,No,Employed,Suburban,Bachelor,1671948000
42,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,8551ae74-3e62-4be5-afea-478caee7806f,churn,0.13747263,0,no_churn,0.0689140372373913,0.000447020408028,-0.0011313085660913,-0.0018321750241193,0.0545866556796863,0.0244190931119555,0.0703260036621759,0.0752445295522557,Male,31,Yes,Yes,Unemployed,Urban,Doctor,1671948000
66,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,541b5308-78bd-49b0-abcb-cd77a2415fed,no_churn,0.012960603,0,no_churn,-0.0615879093913781,-0.0132102682705317,-0.0176430409525573,-0.013054890910821,-0.0423206315904781,-0.143923632210767,0.0013293926084952,0.0213848264541138,Male,25,No,Yes,Employed,Suburban,Bachelor,1671948000
52,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,21508520-5a42-4baa-bd0a-303e7d89c64e,no_churn,0.07275772,0,no_churn,-0.0904885844774071,0.0169845315643488,0.0141623032664574,-0.0727587032472547,0.0129132373145421,-0.0668744751385565,-0.0372230802009198,-0.0457413804394946,Female,54,Yes,Yes,Unemployed,Suburban,College,1671948000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d16c82da-1be2-4079-b3fb-b25fca7860be,churn,0.88262606,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,59,No,No,Employed,Suburban,College,1671948000
26,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,84ba9690-262f-48a1-bd06-c654f7eacbed,no_churn,0.10860201,0,no_churn,0.069220349943871,-0.0001506018664986,0.0226005336100024,0.0402129782252268,0.124881868821449,-0.0370204650729101,0.160469322058743,0.106093204022436,Female,72,Yes,Yes,Unemployed,Urban,Bachelor,1671948000
67,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,0ecc6136-d6af-4734-81d6-4a7dd92677de,no_churn,0.023759427,0,no_churn,-0.103621334048185,-0.0024224914700243,-0.003516152813263,-0.0176472393502626,0.0199101254752349,-0.197285242128628,0.0335482468481677,0.0420079362788237,Female,66,No,Yes,Medical Leave,Suburban,Bachelor,1671948000
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8ac0c5d3-8783-4c83-a4dd-41d619d1bc4f,churn,0.5900147,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,34,No,No,Unemployed,Suburban,Bachelor,1671948000
21,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,97224b5d-5477-4aa0-8cda-c5dbd1159d0f,no_churn,0.6075456,0,no_churn,0.0261911411720484,-0.0028242372140812,0.0909343726896258,0.0273888993910441,0.103528442414663,0.1278240201275,0.137102177497582,0.137495706176378,Female,23,Yes,Yes,Disabled,Rural,Bachelor,1671948000
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f994b7ab-b539-4ba0-9080-3a31285cd030,no_churn,0.5198761,0,no_churn,-0.237564720332284,-0.0061456420485592,-0.0397200681422418,-0.0358959021016562,0.0333639353170838,0.0419691169615362,-0.0016266745823122,0.0065938033179827,Female,41,No,Yes,Employed,Urban,High School or Below,1671948000
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,983c09d0-c459-4b93-9a41-13e37ebc868e,churn,0.3809775,1,churn,-0.153138617179729,-0.0034752442458011,-0.0125569800078665,-0.0509181789791546,0.0092512464581523,0.0554958878417164,0.0259644406561346,0.0503512939823485,Male,79,No,Yes,Unemployed,Suburban,Bachelor,1671948000
63,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,1df7997e-acab-420f-ae43-c76e9d83af61,no_churn,0.078439325,0,no_churn,-0.135713597946524,-0.0022641567457685,-0.0205685999393426,-0.0258443025259839,0.0081294022836118,-0.129988205886511,0.0141817581960822,0.0230415495947636,Male,23,No,Yes,Employed,Suburban,Master,1671948000
70,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,fd5c0df6-3e4a-4628-9126-9a8d291f2fd0,no_churn,0.0073394559999999,0,no_churn,-0.0630240108622274,-0.0033774295195144,-0.0303949632078638,-0.0226845956201668,-0.0459298071074408,-0.132180867730076,0.0169257930830463,0.0216397287843392,Male,28,No,No,Employed,Suburban,College,1671948000
19,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,98fda1f6-466a-48d5-84d3-51d520eda8cd,no_churn,0.15285276,0,no_churn,-0.0099298946973112,-0.0115990517259342,-0.0615443451982628,-0.0488520786894605,-0.0456956169430986,-0.10555258582735,0.0386293363736922,0.0455180838433079,Male,47,No,Yes,Employed,Urban,Bachelor,1672034400
25,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,c6eef37f-a56d-48cc-ad53-3c0c1699a0fa,no_churn,0.09676052,0,no_churn,0.0887037356845758,-0.0015222311374054,0.109906805800574,-0.0272521557261097,0.0910706712796309,0.134226476406911,0.120792152753256,0.0917150718395623,Female,60,No,No,Employed,Rural,Master,1672034400
59,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,84530cbf-a912-4415-a09c-9c8f866ac79c,no_churn,0.016470408,0,no_churn,-0.0976891325560973,-0.0021842361721064,-0.0085084878245288,-0.0114239255719076,0.0545797606564519,-0.137880505438916,0.030363208334038,0.0537171669185045,Male,46,No,Yes,Unemployed,Suburban,Master,1672034400
66,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,4066bca0-7c8a-4774-881a-24f1855e8e37,no_churn,0.035296053,0,no_churn,-0.042986189340263,-0.0014843759080395,0.0117557776846751,-0.0280812241922831,-0.0689573717014536,-0.162700622727716,0.0049311423481776,0.0284967110403522,Female,27,No,Yes,Unemployed,Suburban,Master,1672034400
72,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,0d415b42-becd-49c0-bb8e-3f390b3864f6,no_churn,0.0048483927,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,30,No,Yes,Unemployed,Urban,College,1672034400
27,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,70a53194-99ba-4c7d-a50a-867291e67dd9,no_churn,0.11575115,0,no_churn,-0.0875176028600253,-0.0030484028305363,-0.0220229728347112,-0.0391958425178745,-0.0831604855490695,-0.0833884913051588,0.0595644112284662,0.0497432346898313,Female,38,No,No,Employed,Suburban,Bachelor,1672034400
51,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,8cf3050b-5c2f-4596-b963-31026e044d24,no_churn,0.102319404,0,no_churn,-0.0611922889936613,-0.0124467232012102,-0.0328804416317825,-0.0136361815538475,-0.023210918728123,-0.0630409801091264,0.0560952179017886,0.0412861660271755,Male,33,No,No,Unemployed,Rural,High School or Below,1672034400
62,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,28eae812-d123-4f5a-98bb-94af76d3dbd8,churn,0.008882271,0,no_churn,-0.120995132898279,-0.0024339663252612,-0.0179505994842293,0.0023233385365165,0.0479124592194784,-0.162410990103708,0.0335515373804264,0.0509772027463623,Male,39,No,Yes,Employed,Suburban,College,1672034400
14,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,579b5500-73ff-477d-a804-b2df0e40e120,no_churn,0.24240457,0,no_churn,0.0567635467986201,-0.0165060385926335,-0.0243093933650743,-0.0316734138924675,-0.171989609179909,0.0534162976921288,0.0133219795401782,0.0219504830682854,Male,66,No,No,Unemployed,Suburban,Bachelor,1672034400
3,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,9c54cc51-33e2-421f-81a4-4c05be0d38c3,no_churn,0.28199166,0,no_churn,0.13349978422516,-0.0083896636843564,-0.0553996140041272,-0.130043545103163,-0.0791296281007817,0.0774053043962339,-0.0026358313684249,0.0220718043027591,Female,30,No,No,Employed,Suburban,Bachelor,1672034400
72,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,5a41a3dd-a76f-440c-8d39-af2142fddc05,churn,0.0235015679999999,0,no_churn,-0.150376930023763,-0.0006114068509577,-0.0077777734192659,-0.0086171854674466,0.0265825977026906,-0.166533498268109,0.0274378825557005,0.0408701622270382,Female,73,No,No,Employed,Suburban,Bachelor,1672034400
70,No,No phone service,Low Speed,In_Store_Support,One year,<50hrs,Active,9d48d430-f7cc-49f9-851c-839dd98fb2fd,no_churn,0.0842643159999999,0,no_churn,-0.104860829831514,-0.0098118163827894,-0.0132457020924994,-0.0315947950985673,-0.0350310234050084,-0.0489981195123073,0.016911096689937,0.0276050363432068,Male,39,No,No,Unemployed,Suburban,Bachelor,1672034400
26,Yes,Yes,Medium Speed,Phone_Support,One year,100hrs+,Active,59952fa4-704b-4059-b150-cf1c4a5b03d8,no_churn,0.11976779,0,no_churn,-0.0182002972476038,-0.0014225707877631,-0.0452680848879663,-0.121143001616456,0.0810256888056119,-0.160452187275832,0.0809926949941837,0.0854416064984252,Female,77,Yes,No,Employed,Suburban,College,1672034400
59,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,f6e72fa4-5072-4139-ad60-b8baae969f04,no_churn,0.20610899,0,no_churn,-0.150885723016786,0.0044146344515138,-0.0015472296441112,-0.0389350050898838,-0.106862725255942,0.0447988054692723,-0.0114418285675583,0.001432918135365,Male,63,Yes,Yes,Unemployed,Suburban,Bachelor,1672034400
69,No,No phone service,Medium Speed,In_Store_Support,Two year,<50hrs,Active,1c698981-e467-4aa9-9dfa-9eb638930c69,no_churn,0.018013932,0,no_churn,-0.0683092199609063,-0.0032607190556154,-0.0184065525954702,-0.0362921513213814,-0.0438640736735033,-0.133237864644257,0.0180585326011532,0.0162858967315014,Male,30,Yes,Yes,Unemployed,Suburban,College,1672034400
45,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,254eb17e-aca2-4d88-9d51-23a496a9a778,no_churn,0.01900176,0,no_churn,-0.0702674095516886,-0.0025723200382253,-0.0027102230016862,-0.0221243178793884,-0.0584124078666718,-0.181497556178983,0.0474399054729246,0.0311181756592623,Female,21,No,Yes,Unemployed,Suburban,Master,1672034400
70,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,12b78c77-deb8-43aa-bf37-fb264bd9ec89,no_churn,0.015438809,0,no_churn,-0.0812276342615223,-0.0017317275438472,0.0196813605759416,-0.0392914192777607,0.0312975628366803,-0.224383392239879,0.053472327086838,0.0511567725267741,Female,48,No,No,Employed,Suburban,College,1672034400
72,No,No phone service,Low Speed,Phone_Support,Two year,<50hrs,Active,ecc34a8b-838e-4710-87ab-1042938f29c2,no_churn,0.006923475,0,no_churn,-0.139694362410414,-0.0007764114198425,-0.0069409631270855,-0.0070074667530479,0.0206273013165446,-0.181140724931661,0.0186599817611431,0.037246494384326,Female,60,No,No,Employed,Suburban,High School or Below,1672034400
54,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,fd416b53-3a7b-4099-a665-9b86055e538e,no_churn,0.09819247,0,no_churn,-0.0844839565183247,-0.0071739473773413,-0.0557765502319944,-0.0360892338120265,-0.0368165747601597,-0.0823877583353078,0.0155295985094107,0.0381722696430279,Male,65,No,No,Unemployed,Urban,Bachelor,1672034400
70,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,ce45d6b5-7b5d-4f12-bf4c-d5cfbd260d96,no_churn,0.054284748,0,no_churn,-0.0812276342615223,-0.0017317275438472,0.0196813605759416,-0.0392914192777607,0.0312975628366803,-0.224383392239879,0.053472327086838,0.0511567725267741,Male,38,No,No,Disabled,Urban,Bachelor,1672034400
32,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,428b2bc6-7751-42e7-9e8d-f35d92ef8156,no_churn,0.114829965,0,no_churn,-0.0487077629741452,-0.0037614321452565,-0.0041531504912563,-0.0804294880758789,0.0410757263458072,0.0448705545949269,-0.0397383449314838,-0.0581822530369026,Male,76,No,Yes,Employed,Rural,Master,1672034400
69,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,aa54a78f-eb5e-4bbe-bd6f-8f222f02b56b,no_churn,0.02422752,0,no_churn,-0.0480349509012012,-0.0028869342588404,-0.0099947023530512,-0.0217995904904546,0.0020633170410656,-0.134040376538542,-0.0246585777734799,-0.0296743374162451,Male,24,No,Yes,Unemployed,Suburban,Bachelor,1672034400
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9fbe09cb-53e5-401c-a940-2a1c8d780d0e,churn,0.34524003,1,churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Male,25,No,Yes,Medical Leave,Urban,Bachelor,1672034400
67,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,f09ca167-844f-45fa-881c-4795e98589f0,no_churn,0.013675759,0,no_churn,-0.0459363112333539,-0.0032666339248316,-0.0173091190155537,-0.0210869099903357,-0.0174795516080212,-0.131319315578976,-0.0147665836543001,-0.0178617274351199,Female,76,No,No,Employed,Suburban,College,1672034400
35,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,832a7b44-2ad7-413b-9bad-2e773d132861,no_churn,0.017597258,0,no_churn,-0.0633027089008373,0.0274623997282014,0.0085110062239255,-0.0421423974787103,0.0253858441350712,-0.160087766574616,-0.0168331948733157,-0.0280193354358652,Female,74,Yes,Yes,Medical Leave,Rural,College,1672034400
13,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d2255eb2-a9b7-4bd8-b059-151638f29395,no_churn,0.13782084,0,no_churn,-0.0752083311278693,-0.0122632089416038,-0.0211523302955538,-0.0770379091202266,-0.0461608375981086,0.0404343265788065,-0.0404512169694498,-0.0371866450323796,Female,46,No,Yes,Employed,Suburban,High School or Below,1672034400
52,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,799ba3ed-ea8f-40ca-a702-54a81a2f1631,no_churn,0.009470095,0,no_churn,-0.0716382778898196,0.023808867741809,0.0085994414704327,-0.0222821905927548,-0.0197039642690742,-0.161279038054963,-0.0139170380130781,-0.0126139540757594,Male,75,No,No,Employed,Suburban,Master,1672034400
24,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,74452998-8db2-49d3-aa9f-93da2791ffce,no_churn,0.106629916,0,no_churn,-0.0308318502309066,-0.0051652327577357,0.0267833723883177,-0.0101401787516351,0.0056981728912796,-0.158572180222754,-0.0341031662520435,-0.0626950890670195,Female,70,No,No,Medical Leave,Suburban,Bachelor,1672034400
62,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,933a8dff-8d64-4eb8-b2f5-a95235b7750b,no_churn,0.009914549,0,no_churn,-0.0666649571091375,-0.0033892457135698,-0.0039893277307692,-0.0135390308126397,-0.0138819200552734,-0.144346647418552,-0.0119726944270769,-0.0112423301313629,Female,76,No,No,Employed,Rural,College,1672034400
44,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,80c5411e-f778-4b2a-9547-c1a01109dfce,no_churn,0.0794971959999999,0,no_churn,-0.0715006883545447,-0.0058775436396899,-0.0066342279131822,-0.003774670369994,-0.0936425720465194,-0.0307188803524786,-0.0269630174565281,-0.01991454968796,Female,70,No,No,Employed,Suburban,College,1672034400
64,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,b95c3e3b-b8f3-4d6d-b9c1-8466a8c20006,no_churn,0.028958987,0,no_churn,-0.0848142308713886,-0.003433128012698,-0.0213722198584628,-0.0177491882726462,-0.0136142712106129,-0.0895109123734528,-0.0165710730767204,-0.0219611284448001,Female,46,No,No,Employed,Suburban,Bachelor,1672034400
70,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,8320cd27-7df0-460c-bb5e-5da8d61dda10,no_churn,0.015929757,0,no_churn,-0.0113372221989175,-0.0020755139468565,0.0157539822228318,-0.0524499804886727,0.0077939884422994,-0.078447404180988,-0.0093799851684525,-0.0105283144199893,Male,61,Yes,Yes,Employed,Urban,Bachelor,1672034400
67,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,944789bc-264e-41d5-8d8d-91d360616fdb,no_churn,0.02940736,0,no_churn,-0.0558868697931029,-0.0038467272009074,-0.0206317568855592,-0.0244449135610375,-0.0181666381674767,-0.104663903776382,-0.0208575091146667,-0.0205278332959642,Male,64,Yes,Yes,Employed,Suburban,College,1672034400
35,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0171f37b-b6e9-4b87-b615-1a6ca222de57,churn,0.18306711,1,churn,-0.0646853552244374,-0.0066175471039377,0.0122466670641597,-0.092795147798979,-0.0599035086038429,0.0412202619920754,-0.0286621695522626,-0.0406626844035417,Female,77,No,Yes,Retired,Suburban,Master,1672034400
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b25cb4f7-dde9-42c0-9e89-9b8d8d20d9c3,no_churn,0.24413623,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Male,61,No,Yes,Employed,Urban,High School or Below,1672034400
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3db1b5a3-cd0d-4507-8f51-69cc2161d5f7,churn,0.4445989,1,churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,43,No,Yes,Employed,Suburban,High School or Below,1672034400
30,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,ba1eb7a2-2dca-4bf0-a284-25e63b25b788,no_churn,0.06333644,0,no_churn,0.0016130088901718,-0.0067902409626185,-0.0055040677390206,0.0091164118966116,0.0173547282547861,-0.174329674516321,-0.0329004687847555,-0.0375858488929225,Male,76,No,No,Unemployed,Suburban,Bachelor,1672034400
23,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0ae9cf8a-d528-4457-84d2-b3884b59a451,no_churn,0.083425075,0,no_churn,-0.126047690846217,-0.0155639825235994,-0.104089174003375,-0.0237963965161816,0.0159272381959726,0.0372071352586772,-0.0238626149389074,-0.0288006651782416,Male,53,No,Yes,Employed,Suburban,College,1672034400
46,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,0edcca35-0ff6-4e65-83ec-0de2d23b0632,no_churn,0.04026139,0,no_churn,-0.0567557160146589,-0.0112052526970728,-0.0170223902057023,-0.0307526476753628,0.0207976476655585,-0.0664370573466567,-0.0354128719620803,-0.0422378640965871,Female,40,Yes,Yes,Employed,Suburban,College,1672034400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f5677d42-a60b-49da-8595-41367e67796b,churn,0.5533795,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,57,No,Yes,Unemployed,Urban,High School or Below,1672034400
48,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,2102413d-ebfd-48c2-ba65-fb781e7c000c,no_churn,0.015797129,0,no_churn,-0.0240624008068061,0.0450023759955274,0.017733949527892,-0.0133815195495844,0.045816726262492,-0.130531777324668,-0.0124683666996588,-0.0271351398192109,Female,29,Yes,No,Employed,Urban,High School or Below,1672034400
62,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,65c6d3bf-2e2f-4b96-998d-7b70aaa295b1,no_churn,0.008489504,0,no_churn,-0.0684939172054419,-0.0037935566144187,-0.006932339522209,-0.0290353763348684,-0.0269816213360172,-0.110853339478617,-0.0119063638561783,-0.0110296387776361,Male,35,No,No,Employed,Urban,College,1672034400
11,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,8e93a28c-b9e2-4218-a251-66d674a7f39e,no_churn,0.041813105,0,no_churn,0.168760589852027,0.145666432528415,0.0647456119257549,0.115527763522114,0.08894748748462,0.0440903698411602,0.0076244342521931,0.0056111644427073,Female,64,No,Yes,Employed,Suburban,College,1672034400
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,13d09dff-ee03-4d13-a2f0-376468d982cd,churn,0.21368487,1,churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Female,20,Yes,No,Employed,Rural,Bachelor,1672034400
50,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,c7c7e865-38de-4283-a9e2-8952c2a482c9,no_churn,0.21781692,0,no_churn,-0.0268192788137366,-0.0020039361517956,-0.0230641404742346,-0.0093744322098064,0.0813349458366065,-0.0532769540839035,0.0611374842367604,0.07304016478025,Female,49,Yes,No,Unemployed,Suburban,Bachelor,1672034400
65,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,9efaafe7-4b17-4617-8dad-4865f307efa9,churn,0.19624215,0,no_churn,-0.104438452222948,-0.0025124595180022,0.0131054511833463,0.012071680509598,-0.140429797129782,-0.120208145043398,0.0383382959194568,0.0450472713993076,Male,80,Yes,No,Medical Leave,Rural,Bachelor,1672034400
10,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,dba1f3d8-f5b8-4143-a312-af65a195b19c,no_churn,0.46107224,0,no_churn,0.0460403080646665,-0.0055285539328724,-0.0757764175327565,-0.0603714543794967,0.10382538416121,0.0985778895384101,0.0165044223963741,0.0878570300005503,Male,70,No,No,Unemployed,Suburban,High School or Below,1672034400
15,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,379f3b66-7073-4c3c-b5bc-8f1006f73829,churn,0.53119004,1,churn,0.118438109791796,8.8992208475247e-07,0.0150085485086992,0.0674739663553418,0.0911381823126794,0.132595078238373,0.0610706611323075,0.101415086193365,Female,20,Yes,Yes,Unemployed,Urban,High School or Below,1672034400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,b25327ad-54b0-4bdf-88ca-4e6234eeed35,no_churn,0.014018863,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Male,26,No,Yes,Unemployed,Suburban,High School or Below,1672034400
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,c7e2c086-c5b7-4f62-b7cc-59af2bac6422,churn,0.8783869,1,churn,0.0772591359589887,-0.0025102426044759,-0.0526197987393834,-0.0707736881537539,-0.0982798248659219,0.0931854324941787,0.047618488871185,0.0470943472190356,Male,46,No,Yes,Employed,Suburban,Bachelor,1672034400
62,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,6b63fb4c-f39a-4b36-a97f-f2578d07d13b,no_churn,0.099641226,0,no_churn,-0.13410525459567,-0.0050508180780889,-0.0072237392042734,-0.0225697597759153,-0.0773097729665823,-0.0644887792568715,0.0251562766993765,0.030851408516969,Male,51,No,No,Employed,Suburban,Master,1672034400
9,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,5ca2b834-8051-4c01-a5cb-98fbcd9226af,no_churn,0.46848112,0,no_churn,-0.0510016338137484,-0.0064025696553289,-0.13102742253026,-0.0241855000945724,-0.0366295341943805,0.0580935481802225,-0.0568811358947641,-0.0109919043407535,Female,78,No,No,Retired,Suburban,College,1672034400
63,Yes,No,Fiber optic,Phone_Support,Two year,100hrs+,Active,6c7c51f1-fc52-46e6-be6d-1fccf30bfd3a,no_churn,0.105652824,0,no_churn,-0.141856920242371,-0.0024661021501378,-0.028652762581496,-0.0284084905045892,0.0092970492905624,-0.109151741025598,0.0166864216193971,0.0255263919476237,Male,56,Yes,Yes,Unemployed,Suburban,College,1672034400
43,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,b0e671c7-308b-4f73-80e6-45cd2274a4bf,churn,0.3697424,1,churn,0.0048082455946769,-0.001433504497545,0.0273178283335619,0.10383384603032,-0.0684501557580097,0.0002277090559528,0.0329792566025571,0.0716906260381983,Male,22,No,Yes,Employed,Suburban,High School or Below,1672034400
66,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,cbbf2ea5-e470-4697-9db3-7a2902ba4951,no_churn,0.12448064,0,no_churn,-0.104024906097657,-0.001914289787237,0.0185586396560574,-0.0086671380793541,0.0004056113587103,-0.147097208076593,-0.0023362404245108,0.026049379407159,Male,41,No,Yes,Employed,Suburban,Bachelor,1672034400
68,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,56b2347a-e9b7-46fb-9255-7290456e150a,no_churn,0.12816454,0,no_churn,-0.223028233320838,-0.0069840597915026,0.0088099677076206,0.0377011136511555,-0.0604158841980279,-0.0021042595972176,-0.013073145314438,0.0350683470231888,Male,61,No,No,Employed,Suburban,High School or Below,1672034400
53,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,8a6f5b94-64c9-4d2b-a531-bcd166c633a1,no_churn,0.28464746,0,no_churn,0.0162959327330827,-0.0056228628823737,0.0780878133018723,0.127957172102761,0.0349957690432165,-0.0055457977261721,0.10803875833205,0.0867670739919594,Male,52,No,Yes,Employed,Suburban,College,1672034400
28,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,f76c4f19-01b4-4b24-b079-58e025eb1724,churn,0.53820187,1,churn,0.0214548351766916,-0.0006789430373828,0.0899284612919291,0.112954201081611,-0.0798404569643025,0.113718024746013,0.126538735594313,0.0877323331400657,Male,54,Yes,No,Employed,Suburban,College,1672034400
16,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,f4beb2cf-248b-4722-a33b-554a249cfe03,no_churn,0.55960524,0,no_churn,-0.0823931899546551,-0.0101997145898349,-0.0500861689799785,0.0041124151980875,-0.0915660329451384,0.0381496785595118,-0.0266005849783687,0.0465574452134114,Male,45,Yes,Yes,Disabled,Suburban,High School or Below,1672034400
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,4d4b1720-46e2-49a2-aa44-0c0d87687220,no_churn,0.042245653,0,no_churn,-0.163350823332457,-0.0020194721705229,0.0148007488095299,0.0224722994040439,0.0162800409889678,-0.134598045195862,-0.0567570377286119,0.0466461381468525,Male,38,No,Yes,Employed,Urban,Bachelor,1672034400
58,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,bb3f91d0-653c-4490-a409-ad7ddc8b1f95,churn,0.32528046,1,churn,-0.1105364760885,-0.0036535475751406,0.0071430207072626,-0.0444821874800709,-0.0427722351852025,-0.125724389218558,0.010342156259494,0.050657505766685,Male,35,No,No,Unemployed,Urban,Bachelor,1672034400
50,Yes,No,Fiber optic,Phone_Support,One year,100hrs+,Active,70c4c96e-7ee7-4655-8467-328422237e0f,no_churn,0.17836486,0,no_churn,-0.117793676168076,-0.0026391922770926,-0.0237346018682364,-0.0305417421961465,-0.0015673262243217,-0.131568020383475,0.0175867726065735,0.0312316340304096,Female,25,No,No,Employed,Urban,College,1672034400
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,1c7e3e2d-307f-4038-a040-2479c05c346d,no_churn,0.07366537,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Female,65,Yes,Yes,Employed,Suburban,High School or Below,1672034400
66,Yes,No,Fiber optic,In_Store_Support,Two year,<80hrs,Active,07d2dcce-17be-459a-8f66-2e09b80722a9,no_churn,0.118833244,0,no_churn,-0.0674250957209915,-0.0020378902194715,-0.0893818545449903,0.0354242672718828,-0.0085820877778132,-0.104330709637525,0.0353241417278331,0.0319830771747183,Female,38,No,Yes,Employed,Suburban,High School or Below,1672034400
56,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,f65cf5b4-b521-4b2b-90c4-27d736ed0989,no_churn,0.0695703,0,no_churn,-0.0739149800864015,-0.0025368690868708,0.0041139337001914,-0.0050497008702768,-0.0527592840899433,-0.0943872526891391,-0.0179299171537604,-0.0132287497285688,Female,21,No,No,Unemployed,Suburban,Bachelor,1672034400
63,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,b908ab16-ea59-4946-aae1-5bcd09e52a3d,no_churn,0.0378712079999999,0,no_churn,-0.115382277249537,-0.0037661101807134,-0.0211496042618273,0.0182329890692199,-0.0024918655973124,-0.0843354853025084,-0.0247557591719123,-0.015378039311181,Male,36,No,No,Employed,Urban,Bachelor,1672034400
1,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,43a7fa10-c29e-48fa-a3eb-730c74b17ed8,no_churn,0.37756604,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,47,No,No,Unemployed,Suburban,College,1672034400
27,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,1fc9fe24-6879-4c95-b527-b13a964f42c3,no_churn,0.44034022,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Male,77,No,No,Employed,Urban,High School or Below,1672034400
63,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,80846128-2a37-4c39-a577-40890fc36cd3,no_churn,0.08116442,0,no_churn,-0.127888618349202,-0.0034918320783799,0.0104623020510916,0.0297264692195676,-0.0307532617545575,-0.110956006284237,-0.0204847154605886,-0.0156404902627582,Male,32,No,No,Employed,Suburban,Bachelor,1672034400
28,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,5c53ff2b-71f7-464f-bebb-ae21a3d1f93e,no_churn,0.15902956,0,no_churn,0.0284839824298978,-0.0035327490410054,0.0192739325295224,0.143483734063957,0.0231291428809345,0.0873305111408535,-0.0058545504862377,0.0086598501617481,Female,20,No,Yes,Retired,Urban,College,1672034400
45,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,c874df03-76b1-428a-bc07-c17a81d813b4,no_churn,0.23474012,0,no_churn,-0.126939929769219,-0.0026724729036504,0.0941100711488616,0.066523885575234,0.0389487806114084,0.090319351640278,-0.0159644031067,0.0057207230443145,Male,75,No,No,Retired,Suburban,High School or Below,1672034400
71,No,No phone service,Medium Speed,In_Store_Support,One year,100hrs+,Active,79c01025-d262-484c-862a-e2bf23d2b64b,no_churn,0.11000286,0,no_churn,-0.133929553934395,0.0004228858714941,-0.0045169965939021,-0.0272165497334845,-0.0612451792663523,-0.0712621698948532,0.0080720284068047,0.0206493834663706,Female,76,No,No,Employed,Suburban,Bachelor,1672034400
22,No,No phone service,Medium Speed,In_Store_Support,One year,<50hrs,Active,5c9d374b-8940-44db-8e3c-00169ef14db1,churn,0.24885939,1,churn,-0.0108330789300862,0.0202898982481929,0.0081582643015462,-0.0470147453479603,-0.0208072019493556,-0.0417556534350296,-0.0119107915522909,0.0448471589308064,Female,69,Yes,No,Employed,Suburban,Bachelor,1672034400
30,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,30330dbd-8f4a-4634-a800-d3ac5b26f2f1,no_churn,0.14045437,0,no_churn,-0.0663475833603297,-0.0069481005950001,0.0135593780147974,-0.0423585022720908,-0.0647170616118637,0.0839906251689717,0.0618900195813512,0.0452384086682832,Female,28,Yes,No,Employed,Rural,Bachelor,1672034400
1,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,44beeb63-e642-4bb5-829f-54884abc2b3c,no_churn,0.5773948,0,no_churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Male,52,No,No,Employed,Rural,High School or Below,1672034400
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,1d78b323-1ead-495a-ba04-670116d53aba,churn,0.28760985,0,no_churn,0.0086199272771955,-0.0079596095237502,-0.064171223220801,-0.0746994872398045,-0.183214386294476,0.0436103673145225,-0.0130365739950138,0.0318248311520437,Female,44,Yes,No,Employed,Suburban,High School or Below,1672034400
62,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,aefacace-5aae-459b-8338-8afffa37a9e8,churn,0.07437979,0,no_churn,-0.134275105878205,-0.0043084678159357,-0.0335274530983952,-0.0103308430291326,-0.0596034111354856,-0.0608474972294971,0.0105075330216277,0.023359092872015,Female,44,No,Yes,Employed,Suburban,High School or Below,1672034400
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,f174a1be-b356-4f20-877a-8e4e77f145e5,no_churn,0.32802746,0,no_churn,-0.0447248780351219,-0.0074839051087474,-0.0686371261118665,-0.110122118897066,-0.0588885018081373,0.0428471396804252,0.0061940105401208,0.0117892278284011,Female,33,Yes,Yes,Employed,Suburban,High School or Below,1672034400
68,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,27b7873c-2c93-4d58-b003-8c308aacaf77,no_churn,0.15639047,0,no_churn,-0.111620183677778,-0.0478030128020418,-0.0391679927465202,-0.0417673785965962,0.063578972955147,0.063562716757624,0.0649701992259815,0.0672205283057701,Male,80,No,No,Medical Leave,Rural,Bachelor,1672034400
14,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,88cd7b28-5cb7-4d73-894e-aaef34b48f6b,churn,0.08588542,0,no_churn,0.0258920382184896,-0.0061749870666244,0.0463617611243171,0.0525603465550466,-0.152445777911635,0.102917978862497,0.0890004236617278,0.0828620667061477,Male,77,Yes,No,Employed,Rural,High School or Below,1672034400
69,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,91298266-bcc0-4257-a26e-fee732e6c1ff,no_churn,0.012491411,0,no_churn,-0.0769182491058836,-0.0041959762740589,-0.011195324754608,-0.0172486603827565,-0.0575870431060457,-0.135598891910568,0.0129004661144472,0.0208175259038944,Female,61,Yes,No,Employed,Suburban,High School or Below,1672034400
35,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,6d54fe11-49d0-4ffa-a357-0260279c9423,no_churn,0.10393106,0,no_churn,-0.123310369402411,0.0105227118885159,0.0025832964830613,-0.0535047806929821,-0.0310772295667936,-0.105232706183768,0.0236251929101092,0.0273677306082186,Male,20,No,Yes,Employed,Suburban,Bachelor,1672034400
60,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,acf655fc-4b8c-46c7-bce5-0da945bb6ac9,no_churn,0.070224635,0,no_churn,-0.0882100145223194,-0.0032519712454541,-0.0024231419657553,-0.0156114408353187,-0.0603992958569915,-0.123425748596674,0.0078923704464386,0.0164030891157381,Male,79,No,No,Unemployed,Rural,College,1672034400
60,No,No phone service,Low Speed,In_Store_Support,One year,100hrs+,Active,291e1686-beb1-408f-8a3a-00c769a5d718,churn,0.061495397,0,no_churn,-0.126343598164112,0.008766998320334,-0.0152259446797506,-0.0063666743101021,-0.056538177593884,-0.0639748711275933,-0.0204089819506043,0.0110650972007806,Female,27,No,No,Employed,Rural,College,1672034400
52,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,dc570b33-0d01-474b-a752-7436cf39a374,no_churn,0.021786619,0,no_churn,-0.0627444272883076,-0.0033100902972,-0.011598054291544,-0.0209867781647517,-0.0273816982355947,-0.0659582104227774,-0.0272935137901913,-0.0497533803905298,Female,43,No,No,Employed,Rural,Bachelor,1672034400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a6b51189-d714-495a-b0bc-0b930e9ebcfa,no_churn,0.1181993,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,50,No,No,Unemployed,Urban,Bachelor,1672034400
10,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,3fbdeb90-8b2e-4d86-a438-55301873ae8c,no_churn,0.014880632,0,no_churn,-0.008951834169693,-0.0048841714436093,-0.0003590528677159,-0.0459696657967288,-0.021977958760026,-0.139396959932983,-0.0222612890949494,-0.025225220868142,Female,36,Yes,Yes,Employed,Suburban,Master,1672034400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5941b6e0-0cab-443e-81b2-1fd6023e079a,churn,0.7026804,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,68,No,Yes,Employed,Suburban,High School or Below,1672034400
71,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,93abecc2-ba2e-4ab5-a296-d32620f5d399,no_churn,0.002870379,0,no_churn,-0.0699393872593555,-0.0034220957183788,-0.0091480118228128,-0.0305604376317251,-0.0185571559423169,-0.101297590729064,-0.0109259133116393,-0.0251755602414232,Male,70,No,No,Employed,Suburban,High School or Below,1672034400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,a657aebc-6179-4aee-83d0-dc7e04e3d240,churn,0.44356212,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,62,No,Yes,Unemployed,Suburban,College,1672034400
5,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,7731e5bb-7494-4b3f-925d-fcaaf8ab60a5,no_churn,0.2936501,0,no_churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Female,24,No,Yes,Employed,Suburban,Bachelor,1672034400
47,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,5972703f-5e69-4d7e-a69f-ab9a390aaa83,no_churn,0.00937339,0,no_churn,-0.0246915737041854,-0.0049898180875061,-0.0122560313874419,-0.0351892286217116,0.0120736412130281,-0.130154756332086,-0.0258770771621493,-0.0479413089911759,Male,41,Yes,No,Employed,Rural,Bachelor,1672034400
61,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4b16a40a-b6c0-4093-bba4-fd35b3279def,churn,0.1016745,1,churn,-0.0549978713900054,-0.001453582594695,0.0072478132502146,0.0106583892359503,-0.0420053579491832,0.0540672790899407,-0.0398403142704955,-0.0427025072487686,Female,56,No,No,Employed,Suburban,Bachelor,1672034400
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,34029378-cb9f-4dd9-b014-f20213a0f4da,no_churn,0.13260646,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,34,No,No,Employed,Rural,Doctor,1672034400
47,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,8e41ff6e-1c29-4b4d-adfc-c5fbe3c47776,no_churn,0.017917521,0,no_churn,-0.0291371622739097,-0.0118485741434597,-0.0245846879594591,-0.0419876948118508,0.0159700368035828,-0.101943114631767,-0.0310347870546047,-0.044460168910391,Male,20,No,Yes,Employed,Suburban,Bachelor,1672034400
27,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,7730aabd-0fbd-4a2c-8da9-0a3dc931013f,no_churn,0.12502486,0,no_churn,-0.0812344943412244,-0.009735078434478,-0.0323780042249381,-0.0635504752822817,0.007915403977222,0.0417318072154375,-0.0617104302913048,-0.0700648795789857,Female,43,No,Yes,Employed,Suburban,College,1672034400
40,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,7e5ac1a0-fd2d-4cda-9489-3fcafc7eb8ec,no_churn,0.007905747,0,no_churn,-0.010960383100155,-0.0037366986704,0.0026446403012778,-4.84799118203227e-05,0.0287950956953136,-0.209557139149692,-0.0249230916267697,-0.041240094867062,Male,58,No,Yes,Employed,Rural,College,1672034400
20,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,63ae6030-5693-43e0-bff7-10b1152fee00,no_churn,0.0874238,0,no_churn,-0.0768321443469449,-0.0061500615389377,-0.0338184803820786,-0.0657643370983078,-0.0024462181011494,0.0433240992699484,-0.0620692724126729,-0.0652697374775198,Male,53,No,No,Employed,Suburban,Bachelor,1672034400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cd431211-7ae3-49a0-8630-fe724b8c65e3,churn,0.41405973,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,64,No,Yes,Employed,Suburban,High School or Below,1672034400
3,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,ef3ee949-63ab-4f07-8bec-3cc023ce68d5,no_churn,0.5979546,0,no_churn,0.150190492160093,-0.0088036641304279,0.0728001926698198,-0.141395365431763,0.0697006746020179,0.102202842819106,-0.0406756759658674,-0.0497718340526716,Female,35,No,Yes,Employed,Rural,Master,1672034400
72,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,7881e5ab-d90c-4fad-8ae5-a5a639b38af8,no_churn,0.0023585483,0,no_churn,-0.0682230975083803,-0.0030099704574604,-0.0046665940280854,-0.0183307676810454,0.0022647620371844,-0.127098081603781,-0.0222977212565911,-0.027664682346467,Female,53,No,No,Employed,Rural,High School or Below,1672034400
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,630a8913-c2a7-4d43-a378-3320348179bb,no_churn,0.0072278659999999,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Male,63,No,Yes,Employed,Urban,High School or Below,1672034400
40,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,3fa58e1b-272e-4d3a-ba65-42ab68a50217,no_churn,0.07092484,0,no_churn,-0.0018651718247019,-0.0015670537938967,0.0183069698553481,0.0527788432666602,0.0475542772461449,-0.134040038226995,-0.0223689621139055,-0.0378250141087664,Female,79,Yes,No,Unemployed,Urban,Bachelor,1672034400
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,b27b59ba-a297-4306-bf66-89dd9bc2d8f7,no_churn,0.019092193,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Male,25,No,No,Unemployed,Suburban,Bachelor,1672034400
49,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,b6debfd2-0282-41c5-a39c-af80e69de2db,no_churn,0.026642062,0,no_churn,-0.077347141496939,-0.0036978296821871,-0.0087537034885099,-0.0120731097903626,0.0112372988582137,-0.0485760864457734,-0.041659844608439,-0.0581557354832329,Female,58,No,Yes,Medical Leave,Urban,High School or Below,1672034400
8,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,e8d70e2b-80c8-4ea5-8665-74ba58fa86c7,no_churn,0.011927215,0,no_churn,-0.0065804178187863,-0.0041693020526872,-0.0129736674308514,-0.0361270162832443,-0.0405933036595433,-0.134110414906354,-0.0169870563989934,-0.0174849742446713,Male,41,No,Yes,Unemployed,Suburban,Bachelor,1672034400
36,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,3096293c-a811-42ea-b603-214a45f5aa82,no_churn,0.0082681719999999,0,no_churn,-0.0500993995920998,-0.0038102761570553,0.009756965604447,-0.0310901534866206,-0.0321899793360898,-0.134671552549935,-0.0136499374030063,-0.0132718195353663,Male,67,No,No,Unemployed,Suburban,College,1672034400
38,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,78f4c3d0-8724-44a9-a8ec-3f5f1ea44649,no_churn,0.0250659999999999,0,no_churn,0.0174345663928124,-0.002061852504139,0.0097506679305661,-0.0860389024524374,0.0019710636780837,-0.0215225850341903,-0.0276776375790723,-0.0570957578920388,Female,64,No,Yes,Disabled,Urban,Bachelor,1672034400
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,c2856504-090d-41ba-8dad-61d512cf37f8,no_churn,0.027037611,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Male,20,No,Yes,Employed,Suburban,High School or Below,1672034400
20,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,1120d83e-7277-44aa-b1df-a20335c34cad,no_churn,0.032886513,0,no_churn,-0.0324106747022779,-0.0050137769205866,-0.0371170270421862,-0.0298065215136921,-0.0015505829878293,-0.0851079010825833,-0.0398886964506982,-0.0381309729263648,Male,30,Yes,No,Employed,Urban,Bachelor,1672034400
38,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a38e22b4-e84e-4642-8657-9e55033f2dee,no_churn,0.009176514,0,no_churn,-0.0219797099073366,-0.0054658053151797,-0.012311680684179,-0.0604160082373528,0.0011558384496311,-0.115767548409531,-0.0196147711738558,-0.0346264681757747,Male,57,No,Yes,Employed,Suburban,College,1672034400
15,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,6781c2d9-4aa6-48f6-b54e-5fc0746d1cbd,no_churn,0.015774319,0,no_churn,0.0134656807025385,-0.0078473293573915,-0.029909893295553,-0.0392954619027659,0.0071555354832707,-0.147102785581046,-0.0280595890548102,-0.0374323098013337,Male,26,No,No,Unemployed,Suburban,High School or Below,1672034400
4,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f1c99c0b-3cce-46af-9493-9afcb52be48a,churn,0.49170482,1,churn,0.0565844949772576,-0.0384390321340288,-0.0198624312734591,-0.15654088108502,-0.0349234252136352,0.0765953340701685,-0.0430581829198399,-0.0466201206458572,Female,47,No,No,Employed,Rural,College,1672034400
55,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,828ad2d3-bfee-48b0-8dff-ed36924cdaac,no_churn,0.0073622563,0,no_churn,-0.047890141985672,-0.003390642832237,-0.0077273870467342,-0.0721227185451698,-0.0197164890595922,-0.0880418186821225,-0.0150140987871145,-0.0151228541537193,Female,40,No,Yes,Employed,Suburban,Bachelor,1672034400
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,ec00feb5-eae0-4daf-aaeb-da85711f994f,no_churn,0.004617624,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,80,No,No,Employed,Suburban,Bachelor,1672034400
25,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,42649daa-9f1a-4f5a-8a8d-f0a35da2a739,churn,0.041502774,1,churn,0.118241791454439,0.002553308971801,0.085850902436905,0.0343334186293122,0.01976159994937,-0.0113335082329922,0.0055166621170428,0.0019901556973127,Female,42,No,Yes,Retired,Suburban,High School or Below,1672034400
15,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,71f1bafc-172f-483e-906d-88b4d836deb6,no_churn,0.01288112,0,no_churn,-0.0004902545775621,-0.00504370478302,-0.02651151598684,-0.025387461348746,-0.046627026986107,-0.132235105765631,-0.0135078347318085,-0.0192232486234206,Male,30,No,Yes,Unemployed,Suburban,Bachelor,1672034400
37,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,ed32a5c7-c251-4d09-afaf-8862a5e5aa7c,no_churn,0.0086097344999999,0,no_churn,-0.0538543203235622,-0.0038018916460532,-0.0121642469306425,-0.0366949386839951,-0.0254483193316082,-0.0987986741920031,-0.0155046122334533,-0.0227591486131495,Male,74,No,No,Unemployed,Suburban,High School or Below,1672034400
30,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,04232e98-c020-412c-b6ab-ef3280d175f4,no_churn,0.020443927,0,no_churn,-0.0187932898879807,-0.0063334249686886,-0.020870862751135,-0.0392900832986742,-0.0017911211300634,-0.146009894888102,-0.0163098422706207,-0.0196276335796301,Female,31,No,Yes,Employed,Rural,Bachelor,1672034400
35,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6486acd3-4fa8-4a65-87a9-7558151412e0,no_churn,0.19147106,0,no_churn,-0.0915093573685499,0.0331435299856093,0.0045144588412495,-0.071814852716916,0.0343828286129792,0.0547078094749667,-0.0273260019798272,-0.0351245654457216,Male,74,No,Yes,Employed,Urban,High School or Below,1672034400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9888b704-7d5a-4c4e-8966-ab76d61d5ed3,no_churn,0.37736148,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,55,Yes,No,Disabled,Urban,Bachelor,1672034400
42,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,8803de8c-0afd-4a2e-a16f-774d82e4f0ec,no_churn,0.016196473,0,no_churn,-0.0212732508527369,-0.0072685469459429,-0.0214098422033748,-0.0641690341130561,0.0094294919523872,-0.111536472744929,-0.0174360726883332,-0.0353624254249643,Male,33,No,Yes,Retired,Rural,Master,1672034400
68,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,564b93e6-be85-4db7-b01a-81a36731589d,no_churn,0.0051869415,0,no_churn,-0.0605235130534674,-0.0030296320164598,-0.0018768588029706,-0.03180907744676,0.0023192669852505,-0.123664203166186,-0.0237302203620311,-0.0267119143491618,Male,50,No,Yes,Employed,Suburban,Bachelor,1672034400
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,338c82f3-1a47-4ae1-b8d5-a7e9f6e25515,no_churn,0.058196574,0,no_churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Female,57,No,Yes,Employed,Suburban,High School or Below,1672034400
3,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e65e6cc2-f157-451c-851d-b9d53277dbba,churn,0.7710681,1,churn,0.133637620044369,0.105985099303889,0.0401523601869484,-0.0021166778488213,0.0329653735391184,0.113468223795999,-0.0160787661633094,-0.0035949272717152,Male,57,No,Yes,Employed,Rural,College,1672034400
58,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,5ff34bb9-83f1-4821-858d-3fac89d88a86,no_churn,0.010479979,0,no_churn,-0.0642143296639915,-0.0039930228304365,-0.0127502490954702,-0.0239920068867104,-0.0328141427077844,-0.0958436492939654,-0.0142514433894302,-0.0211673087421604,Female,74,Yes,No,Employed,Suburban,College,1672034400
5,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,a6d1be92-d685-4f88-9b62-047a181bf31e,no_churn,0.01071024,0,no_churn,0.0124823563822701,-0.0051402118581063,-0.0139454487056991,-0.0402155292273164,-0.0417182471558862,-0.121245120365675,-0.0240802982180594,-0.0251636531542681,Female,44,No,No,Employed,Rural,College,1672034400
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,83149672-99bd-4256-96ee-b669b9be720b,no_churn,0.20895386,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,32,No,Yes,Retired,Suburban,Bachelor,1672034400
9,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a454247e-f848-461b-a085-fee5c663eb03,no_churn,0.45864797,0,no_churn,0.112726760496898,0.0777405941588585,0.0316079596075042,0.143385008548694,-0.0331547458909881,0.0962221570485599,0.0088789355729932,0.0125314755113959,Male,64,No,No,Unemployed,Suburban,Master,1672034400
16,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6299b488-ffc5-487d-b714-fad1c6db19ba,no_churn,0.1365734,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Male,65,No,No,Unemployed,Suburban,Master,1672034400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,19bdc25c-87fa-407e-8ff6-89011933ffba,no_churn,0.387835,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,29,Yes,Yes,Employed,Urban,Bachelor,1672034400
50,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,7d0a91bc-e186-4cff-94f3-e37cf7b3ed00,no_churn,0.0299395839999999,0,no_churn,-0.0705031244751899,-0.0081610562367677,-0.0194693495959836,-0.0297340649818397,-0.0284104678938092,-0.0718682815535885,-0.0216009369630228,-0.0192788694269438,Male,45,Yes,No,Employed,Urban,High School or Below,1672034400
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,77ddbe57-7d74-4bf2-a5dd-a49cd50721d7,churn,0.25422207,1,churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,21,No,Yes,Unemployed,Rural,Doctor,1672034400
34,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8761b055-2e19-47c0-b455-a44b4075535e,no_churn,0.17199627,0,no_churn,-0.0940123708960891,-0.0084189655765294,-0.0232995847279016,-0.0965672449632074,-0.0274747237415613,0.0320231000933381,-0.033091609169005,-0.0181847528316939,Male,58,No,No,Disabled,Suburban,High School or Below,1672034400
29,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b9302c4c-2075-4614-abcc-823884128a6e,no_churn,0.14478278,0,no_churn,-0.0917881999234032,-0.0174387920604749,-0.0273645596629558,-0.115377592671539,0.028091449460453,0.0426828264580126,-0.0313859387849606,-0.0464453434383904,Female,78,No,No,Employed,Suburban,College,1672034400
70,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,9585e615-85b1-4c8c-a344-c8e8a008189c,no_churn,0.0037828456,0,no_churn,-0.0665233164437631,-0.0031911918201694,0.008400813602293,-0.0111752377658558,-0.0045238291834539,-0.148784206972305,-0.0191733672086047,-0.0240558163791138,Female,66,No,No,Unemployed,Suburban,Bachelor,1672034400
19,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,6fd2ad77-49ed-4233-a575-8d9b508dd5ec,no_churn,0.008501812,0,no_churn,-0.0096160705954571,-0.0041890519244225,0.0073324474776563,-0.0347975287379995,-0.0097835229354132,-0.130526814472196,-0.0420188029579367,-0.0454268088716708,Female,29,No,No,Disabled,Suburban,High School or Below,1672034400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3aa39e20-d884-4e22-b0d4-97440a75c255,churn,0.7224806,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,75,No,No,Employed,Suburban,Bachelor,1672034400
14,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,c2177ddb-72f2-496f-8580-956567d8cfc4,no_churn,0.05567126,0,no_churn,-0.0333989659688631,-0.0063341661673621,-0.0310021305110149,-0.0336670901893467,-0.0264334233839053,-0.073254252308734,-0.026539603638339,-0.0383965201903811,Male,22,No,No,Employed,Suburban,College,1672034400
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,7dc0266b-178b-457b-ba69-e47d6fed6ef5,no_churn,0.004100994,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Male,62,No,No,Employed,Rural,Bachelor,1672034400
32,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,943ed137-de1f-481d-ab0a-cad9e630860e,no_churn,0.0232129539999999,0,no_churn,0.0163690615058385,-0.0049476179722296,-0.021564607100463,-0.0803746871571093,0.0223253492775893,-0.125871901068476,-0.0246829179417909,-0.0302788319566025,Female,28,No,Yes,Employed,Suburban,College,1672034400
23,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,166c97aa-a38e-4c00-adaf-298fd73ddad0,no_churn,0.028795559,0,no_churn,-0.0613883491493197,-0.0042870816809227,-0.0511846075106313,-0.0212407618140969,-0.0238046425155607,-0.0652303418269184,-0.0178660605522236,-0.0240243066303719,Male,23,Yes,No,Retired,Suburban,Bachelor,1672034400
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bacdec89-56a0-4be9-b089-177e78d39cd4,no_churn,0.12993339,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,47,No,Yes,Unemployed,Suburban,Bachelor,1672034400
50,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b53b12d4-6177-41e3-b618-f0d0bb6b79a1,no_churn,0.10102505,0,no_churn,-0.136491442632423,0.008783580851832,-0.0117836501591955,-0.0432537830373894,-0.0685075232964572,0.0419145092056169,-0.0282292463399517,-0.0214585967544644,Female,31,No,No,Employed,Rural,Bachelor,1672034400
32,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d563bf38-abd1-41e0-9d88-e8edf6c00363,no_churn,0.10842628,0,no_churn,-0.0688322462485894,-0.0049486459410536,-0.0047756135310919,-0.114998294779289,0.0279779599779249,0.0308409697039587,-0.0567069954297903,-0.0775832878956043,Female,29,No,No,Employed,Suburban,High School or Below,1672034400
21,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a373675e-c03e-4ae1-a991-b73f05416f52,no_churn,0.044055704,0,no_churn,-0.058536786772338,-0.0053885930786964,-0.0186938588558859,-0.0613051777694181,-0.0473255809368038,0.0473433416239731,-0.0505139986814629,-0.0546054972642923,Female,54,Yes,Yes,Employed,Urban,High School or Below,1672034400
28,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1483372e-f25d-4c25-83c1-fe79907e41d8,no_churn,0.0065396987,0,no_churn,-0.0546479709612958,-0.0050328961297782,-0.011332465714986,-0.0322253050473045,-0.0268633743481041,-0.102417918375977,-0.0171943833617297,-0.0193118381551357,Male,65,Yes,No,Employed,Rural,High School or Below,1672034400
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8711dc18-eefe-4a40-b7be-bea3c703d1b2,no_churn,0.1988826,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,59,No,Yes,Employed,Urban,High School or Below,1672034400
71,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,682b5195-0cc6-443d-95e2-294fae787b84,no_churn,0.041097984,0,no_churn,-0.101318122975567,-0.0047045139735473,-0.0014581688805947,-0.0256709243355953,-0.0006372583636539,-0.084070966422264,-0.0171071241650679,-0.0340590730320491,Male,50,No,Yes,Employed,Suburban,Bachelor,1672034400
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7bf55fcd-542d-4d04-a8bb-d5629a7bd5dd,churn,0.44867063,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,76,No,Yes,Retired,Suburban,Master,1672034400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9150365e-e905-4c3e-8b74-d033928719b0,no_churn,0.11552105,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,39,No,No,Employed,Rural,Bachelor,1672034400
19,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4c8e6c67-1384-4cc3-92c4-77b2254b4882,no_churn,0.1881466,0,no_churn,-0.103642896339561,-0.0065830017323787,0.0132006501411888,-0.0875727170835216,0.0288324794807067,0.0482433907295671,-0.0695414885655736,-0.071962568357103,Female,57,No,No,Employed,Urban,High School or Below,1672034400
21,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,76b7b9f8-de2a-4dd2-a17a-f2da8f9dd2d9,no_churn,0.02396987,0,no_churn,-0.0426626789318652,-0.0086431966059171,-0.023016757372643,-0.0380219315156136,-0.0009193911713009,-0.0843729980672833,-0.0340309542725663,-0.037358245341129,Female,69,Yes,Yes,Employed,Rural,Bachelor,1672034400
70,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e5024be8-dd88-420d-a515-8589e97fafc3,no_churn,0.007445983,0,no_churn,-0.0662783180544465,-0.0036688307392614,-0.0150763871922936,-0.0197250180185255,-0.0018858908579386,-0.113211373599834,-0.0207570615389067,-0.0284232728335973,Female,70,No,Yes,Unemployed,Suburban,Master,1672034400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,81fb5c9b-7280-4949-8425-a541db8b9eb4,no_churn,0.17671539,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,22,No,No,Employed,Suburban,High School or Below,1672034400
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7a9ac25f-387e-4517-b73d-a2112f44d803,churn,0.31971064,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,49,No,No,Employed,Suburban,High School or Below,1672034400
60,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,b985304a-c15b-4731-8f12-8e0ce3e0a172,no_churn,0.010188,0,no_churn,-0.0453446972497477,-0.0030731709419342,-0.0032672805269066,-0.0248227273759948,0.0028969846332802,-0.132579298106502,-0.0317365525828608,-0.0310994099799427,Female,29,Yes,No,Employed,Urban,Doctor,1672034400
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,88886427-a3e4-4be1-9bca-ba93c84d8ea5,churn,0.48573497,1,churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Male,24,No,No,Retired,Suburban,College,1672034400
55,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,8b311eba-6df4-4ccd-8854-ce410f89a21c,no_churn,0.0343105229999999,0,no_churn,0.0549126732007971,-0.0034860587768889,-0.0008677452850497,0.0404925658965294,0.0714544543905685,-0.0099439326513038,-0.0145335558443002,-0.0170545507068709,Female,70,No,No,Disabled,Suburban,College,1672034400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c247d511-95ab-4fcf-a1c0-1b3ac9c884e0,churn,0.5538443,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,33,Yes,No,Employed,Urban,High School or Below,1672034400
61,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,0f5f7013-9705-480b-b931-67d69aa001a1,no_churn,0.012123607,0,no_churn,-0.0736094557089745,-0.0035267562831541,0.0037659141035146,-0.0194667349642622,0.0049526777179016,-0.141725595918851,-0.0210214199064284,-0.018394781775969,Male,54,No,Yes,Employed,Suburban,Bachelor,1672034400
36,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b0ac245c-7a68-4028-b0df-c34987581634,no_churn,0.15090738,0,no_churn,-0.0610529150487855,-0.0092624814307419,-0.0358496127208127,-0.0604573226849606,0.0315800628626675,0.0479159627675835,-0.0358106530372788,-0.0360891910127065,Male,51,No,Yes,Employed,Urban,College,1672034400
22,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,afce2ffd-a6e2-42e4-8408-edc156b1f171,no_churn,0.020590791,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Male,33,No,No,Unemployed,Suburban,Bachelor,1672034400
12,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,146d6dde-325c-4446-93a9-dec2c3b2f26d,no_churn,0.009454341,0,no_churn,-0.0064448839066426,-0.0043800931986697,-0.0262555997459094,-0.0197310999005458,0.0016087877224163,-0.1482773006977,-0.0306758405507935,-0.0348701226331468,Male,80,No,Yes,Employed,Suburban,High School or Below,1672034400
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,292fecf9-7bb6-4760-bbce-582c3b5e57a1,no_churn,0.13562879,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,23,No,No,Employed,Urban,High School or Below,1672034400
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad339e70-0ae6-404d-9015-c4a09b7ef6a6,churn,0.53267264,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,60,No,No,Employed,Suburban,High School or Below,1672034400
3,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,99698115-25c1-4f36-bd0e-69077929fde1,churn,0.5872358,1,churn,0.183009570871054,-0.0069812675645152,0.0938166488358365,-0.0112669036324678,0.110839822632424,0.142624817311271,-0.0025333368003339,-0.0020294276312415,Female,62,No,No,Employed,Urban,Master,1672034400
2,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,87ab04d1-9606-4de6-a5ed-a4249fda508e,no_churn,0.3905173,0,no_churn,0.188001771404242,-0.0056300189740704,0.0367764525852726,-0.0481922743819632,-8.74144850422454e-05,0.107963390614159,-0.0315287538067605,-0.0471507287101121,Male,33,Yes,No,Unemployed,Suburban,High School or Below,1672034400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,65e71397-fe86-4356-8c00-4a5d07d59383,no_churn,0.29721564,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,37,No,No,Unemployed,Suburban,High School or Below,1672034400
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e4a1fe99-ba07-47f6-af24-0b6426fc0dd3,churn,0.19838351,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,47,No,No,Employed,Suburban,High School or Below,1672034400
63,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,fd35ef91-e91e-421d-9721-5fe09416a673,churn,0.004314362,0,no_churn,-0.0676102977007394,-0.0038718955554577,0.003077306269397,-0.03223113429779,0.0049600672901215,-0.127746054673071,-0.0210327287036489,-0.0245714148333354,Male,73,No,Yes,Unemployed,Rural,High School or Below,1672034400
24,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,a1bb5009-c605-440c-8edc-8eb666b0cdae,no_churn,0.019368878,0,no_churn,-0.0232015627077998,-0.0048012511901652,0.0256191027678687,-0.0136285344259704,0.0049176438935501,-0.188709604491251,-0.030812431634331,-0.0384095136678479,Female,30,No,Yes,Employed,Rural,High School or Below,1672034400
41,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,55d7fdff-c6fa-4f8b-8ef7-8981d2ba004a,no_churn,0.0072863107,0,no_churn,-0.0285046298164706,-0.005767688437827,-0.0153279887547978,-0.0511718165484853,0.0127826425294915,-0.119789273439783,-0.0227019355362426,-0.0385454629293417,Female,24,No,Yes,Employed,Rural,College,1672034400
58,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,20821691-d647-404a-ba31-f9e104e41afe,no_churn,0.010479979,0,no_churn,-0.0467684104948239,-0.0038177836785143,-0.0136703581886558,-0.0159583322316029,0.0180048118054583,-0.105423440630839,-0.034891885291563,-0.0665007543858882,Female,55,No,No,Employed,Suburban,College,1672034400
1,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bad0b180-e5dd-425c-a5dd-a2f896d56469,no_churn,0.4879323,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Male,34,Yes,Yes,Retired,Suburban,Master,1672034400
42,Yes,Yes,Low Speed,Web_Chat_Support,One year,100hrs+,Active,242f4ba0-c30a-4889-9269-8103eb3fc542,churn,0.19320895,0,no_churn,-0.0868380905722006,-0.0032772398047018,0.0111717549824879,-0.0570865903298909,-0.0097196530510973,-0.177676206181341,0.0644313488217994,0.0599685229531678,Male,75,No,No,Medical Leave,Suburban,College,1672034400
69,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,197ac267-31ea-467f-a424-9c442c93907d,churn,0.47521374,1,churn,-0.0921243524431247,0.0010034958806318,0.0538378091798404,0.0070644858685955,0.0317732082664952,0.109499168235125,0.126553667127591,0.1278425602268,Female,75,Yes,Yes,Employed,Suburban,High School or Below,1672034400
20,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,07247be8-39a4-4cb8-a1c1-28acc17305c4,no_churn,0.61918503,1,churn,0.0207102763659258,-0.0045458155577216,0.0362527145149397,0.112074984613591,0.154217822570299,0.134060642853583,0.138782556157512,0.139420673360055,Male,25,Yes,No,Disabled,Suburban,Doctor,1672034400
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,88a1ba59-68b6-4c28-bf8d-a6698017f38a,churn,0.42689738,1,churn,-0.0855074103487368,-0.0047453487979873,-0.0689333429359294,-0.0139092446822769,0.0671888745978685,0.0570603162150473,-0.0014632713713035,0.0612832766392784,Female,29,Yes,Yes,Disabled,Suburban,High School or Below,1672034400
62,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,abc4e1f3-d637-46d4-b8ea-32326e6d82bd,churn,0.28406233,1,churn,0.0637280034245122,0.0019750982439472,0.037812092770182,0.10077726429492,0.131614437166663,0.0268629786968631,0.122693282119581,0.115510703530308,Male,32,No,No,Unemployed,Suburban,Bachelor,1672034400
71,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,1d08962d-feba-415b-a82d-088c3a886b51,no_churn,0.026627129,0,no_churn,-0.159236309827152,-0.0016218261916174,0.0527747212227086,0.0255458834380988,0.0512297907128913,-0.107304529582625,0.0969311274655774,0.0806549979501687,Female,27,No,No,Employed,Suburban,College,1672034400
61,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,86a0ed3f-d6fe-4daa-93ec-0cb39aeb0573,no_churn,0.19853313,0,no_churn,-0.0950601122897933,-0.0021360155828551,-0.0475462537871681,-0.0355290852600774,0.052161996736786,-0.0559943970104268,0.0512794870638208,0.0611633120567421,Female,25,No,Yes,Employed,Suburban,Bachelor,1672034400
60,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,702a20f8-3480-4c1a-8b4d-12dcc48845ca,no_churn,0.320296,0,no_churn,0.0802343528476467,0.0018395261358818,0.0361034323980948,0.0868628037617418,0.131966005821423,-0.0393774305574697,0.164826181620083,0.0985189894343602,Male,34,No,No,Employed,Suburban,High School or Below,1672034400
53,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,e9c158c5-c809-440f-adfd-e9b815d18cd0,no_churn,0.14907835,0,no_churn,-0.0622262893863808,-0.0032364475482245,-0.0039507597098236,-0.0001503279866301,0.0545490518110273,-0.109772333483124,-0.0666016004419361,-0.0018041089964026,Female,23,No,No,Unemployed,Rural,Bachelor,1672034400
28,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,0d1a3985-528b-401a-9f5c-83f7314d7765,churn,0.53895086,1,churn,0.0274422249422968,-0.0017595437996715,0.0916441145362569,-0.0192014220352575,0.123099342061832,0.129507954784658,0.166986258962661,0.133254931010879,Male,76,No,No,Employed,Suburban,High School or Below,1672034400
49,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,f28b5602-64fa-43d1-82d0-c0f8e910f257,no_churn,0.14693727,0,no_churn,-0.0639191319086967,-0.0021858401728241,-0.0388660067665296,-0.0069646400522287,1.36253573509748e-05,-0.190932625181904,0.0014083479654982,0.0424201183354671,Male,68,No,No,Medical Leave,Suburban,High School or Below,1672034400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d0ef8953-5465-4236-bc6f-56fbd2bc2130,no_churn,0.5940824,0,no_churn,-0.0355909249977776,-0.0057465726938244,-0.115054959877134,-0.0746620331101621,-0.0056707441695471,0.0740108910577873,-0.0893891496800824,0.0130773391697857,Male,34,No,Yes,Unemployed,Rural,High School or Below,1672034400
65,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,99598cde-652d-4cd8-b1f4-f628423cf4c2,no_churn,0.19208772,0,no_churn,0.040183998843031,-0.0004372161513674,0.0743060691603659,0.0465767333294297,0.0247107281143871,0.0380380979421352,0.108877123187194,0.0287183228592766,Female,79,Yes,Yes,Unemployed,Suburban,Bachelor,1672034400
28,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,80ea778a-5b70-47ed-bb33-0b798d721ef6,no_churn,0.15680191,0,no_churn,-0.0492116590534988,-0.0016168069968625,0.0305785367387579,-0.0079464094880495,-0.0347879914897112,-0.210145549174085,-0.0250783811987094,0.0691821051608531,Male,61,Yes,Yes,Medical Leave,Suburban,Bachelor,1672034400
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5b0884fc-af78-481f-a9e4-954a0b1946cc,churn,0.48240024,1,churn,-0.19900548711501,-0.0049298712729614,-0.0168760791086424,-0.0515152244973433,0.026184583025315,0.0400792690505113,-0.0241606286261048,0.041197287877876,Male,42,Yes,Yes,Employed,Urban,High School or Below,1672034400
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d1a9b8dd-88f3-4d93-889e-06790f538f2b,no_churn,0.48964745,0,no_churn,-0.188533242181729,-0.0025654158699398,0.0555521926173241,-0.0671664464710738,-0.0087581406556637,0.0624531298574493,-0.0237903253032163,-0.0377179028497266,Male,75,No,No,Employed,Suburban,High School or Below,1672034400
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1b6d59cd-9b96-419e-b991-00299d67fdec,no_churn,0.5991951,0,no_churn,0.0562329304391187,-0.0042297328445965,0.0739984794791507,0.0038849751611087,0.0175246100068943,0.115658425159727,0.0676431699629847,0.0456538559216824,Male,47,No,No,Employed,Suburban,Bachelor,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7c956531-cbaa-49e9-be06-19ca45b50bae,churn,0.45727682,0,no_churn,-0.0505462370853911,-0.0029277705805361,0.10521867760086,0.0210802481099017,0.0946804073655948,0.083835131028436,0.0584578148482614,0.0699732064629643,Female,73,No,No,Retired,Suburban,Bachelor,1672034400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,2806c5d7-6066-4c12-ada7-43a1e92562f5,no_churn,0.24256107,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Male,30,No,Yes,Employed,Suburban,Bachelor,1672034400
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,c34c0009-807e-4b7a-b6fb-28742ab53e71,no_churn,0.20777681,0,no_churn,-0.123266184581871,-0.0020949344040127,-0.0265852777578857,-0.0402778134243362,-0.049599354782249,-0.0684834236450115,-0.001192162572097,0.0424729981596647,Male,20,Yes,Yes,Medical Leave,Urban,College,1672034400
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8d45213b-2b0c-4918-9dd8-4fe755e49ce5,churn,0.6204456,1,churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Male,71,No,Yes,Employed,Suburban,College,1672034400
40,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,174ea5e9-874d-4a75-a900-00b4db9bfc34,no_churn,0.3040653,0,no_churn,-0.14204916365723,-0.0027560592667759,0.0309622670551016,-0.0295744769220436,-0.0565772784441742,-0.160006031874709,0.0589788388452143,0.0593290842205897,Male,42,No,No,Employed,Rural,College,1672034400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a434ec6c-c0bb-4a5b-bc74-1f361c22a808,churn,0.48861662,1,churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Male,65,Yes,No,Disabled,Suburban,High School or Below,1672034400
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e57970f7-692f-4b62-961b-4d88651991da,no_churn,0.27388686,0,no_churn,-0.0709459403645451,-0.0010857262504396,0.0503278016527929,0.0104684328277471,0.0426217720188742,0.0829763842087231,0.0447332368499792,-0.0144316338683165,Male,24,No,No,Employed,Suburban,College,1672034400
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,38edc218-3d36-4900-9a0d-2284823a8831,no_churn,0.4151033,1,churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Female,54,No,No,Unemployed,Suburban,High School or Below,1672034400
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,7b171248-ac0d-48a8-9d84-da426e475562,no_churn,0.19924037,0,no_churn,-0.138035017503908,-0.0023476426527849,-0.0009522812419618,-0.0071799573992848,-0.0567688805025591,-0.136265127435727,0.0207174441720962,0.0518053096630501,Male,78,Yes,No,Disabled,Suburban,College,1672034400
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e5bce865-b8f3-4318-ada8-53271b72da12,churn,0.4151046,1,churn,-0.0513892290279545,-0.0058712409315194,-0.116211980882035,-0.0209403157689848,-0.0515079159890956,0.0390071559206808,-0.043321412973728,0.0012087862748194,Female,47,No,Yes,Employed,Urban,Bachelor,1672034400
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,74fc11ab-3994-4411-b9bc-db06d118e648,no_churn,0.56613785,0,no_churn,-0.1139380356944,-0.0030797238534796,0.0249985583955003,0.0807396198228616,0.0136033561681597,0.0561790157596351,0.0096646733178658,0.0617349601596288,Male,61,No,No,Employed,Suburban,High School or Below,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,7f7a0599-ebdd-4e04-8044-80c28a79c693,no_churn,0.29085845,0,no_churn,-0.0556355443852589,-0.0023639010211263,0.0273864641249747,-0.0426255785020748,-0.0448108832793423,-0.137085321874793,0.0362796649011761,0.0564956153688581,Female,72,Yes,Yes,Retired,Urban,Bachelor,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,50bcfe34-8a53-4bc8-8375-5072f0566f1b,no_churn,0.071687385,0,no_churn,-0.006763271236332,-0.0030139298847097,0.0544795329695898,-0.0517358179749771,0.0053785500978483,-0.13519775002299,0.0626717082201776,0.0651548277607071,Male,63,Yes,No,Employed,Urban,Bachelor,1672034400
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,69c5c3ee-7fab-4196-8386-39082a3ee181,churn,0.8422741,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Male,21,No,No,Unemployed,Suburban,High School or Below,1672034400
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,eba3e23b-9ebb-4d6f-9567-88bab4ef51ab,no_churn,0.12834503,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Female,20,No,Yes,Employed,Suburban,Bachelor,1672034400
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,55e586f7-d8e3-4089-8e8f-a8e00c0319cb,no_churn,0.5742263,0,no_churn,-0.024839607839367,-0.001373645338117,0.0612155897525281,0.0704969866095598,0.0331734166502883,0.098592731239114,0.0228267506704469,0.0367387749525005,Female,20,No,Yes,Employed,Suburban,High School or Below,1672034400
35,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,49b739d7-c892-4dce-9bd1-56164dfad3d2,churn,0.26443633,1,churn,-0.0068970930949035,-0.0014695036231933,0.0255029850942446,0.0775588151656302,-0.0166728115605383,-0.0010087192092669,-0.107839210192597,-0.0182006111265582,Male,60,Yes,No,Disabled,Urban,Bachelor,1672034400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8678f946-0c41-4542-9e04-c292c26b4182,churn,0.55395246,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Male,74,No,Yes,Disabled,Urban,Bachelor,1672034400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,06291a9a-89be-4827-bca2-6f43e2752e50,no_churn,0.36167228,0,no_churn,0.226872591148776,-0.0010851425707915,0.0616689182191657,0.0053776755445596,0.0929604769834077,0.130607475908382,0.0894662901022093,0.090105570475207,Female,37,No,No,Employed,Suburban,Master,1672034400
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7d15f765-4e47-482d-ba10-688da4d2838d,churn,0.5942211,1,churn,0.212418583823392,-0.0029077581879391,-0.0148756246434732,0.135277356066545,0.0499247837607617,0.141969954456035,0.123748347491855,0.0754182173422123,Female,50,No,No,Unemployed,Rural,College,1672034400
71,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,89d5ec34-91c2-4da6-b7bc-fa4bce3342bb,no_churn,0.07571431,0,no_churn,-0.14895636479097,-0.0024948833592497,0.0030947212675437,0.022025407389583,-0.0097609021606103,-0.129983150515754,0.0009694865197616,0.0467938197370676,Male,31,Yes,Yes,Employed,Urban,Bachelor,1672034400
64,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,797e6d58-c2ea-4614-877d-c6661d359761,no_churn,0.0519944059999999,0,no_churn,-0.115587847641714,-0.0035660441252548,0.0126773801245872,0.018227989773577,0.0001335789374979,-0.106433435841595,-0.0332720605559643,-0.0237057117852054,Male,43,Yes,Yes,Employed,Suburban,High School or Below,1672034400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,be7c441b-bc20-47e1-bbdd-6498dbb7b8c4,no_churn,0.49978432,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,66,No,No,Unemployed,Suburban,College,1672034400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb6e0084-3563-43ae-aebe-d397e1a3567c,churn,0.31106657,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,58,No,Yes,Employed,Suburban,High School or Below,1672034400
30,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,360f5883-73e1-4bb4-9470-eb54e2dd9a94,no_churn,0.2300356,0,no_churn,-0.0318128292276924,-0.0095408844897065,-0.0458287735878911,0.0743939944498106,-0.0256451561529775,0.0899922596648502,-0.0042310848042234,-0.0026419116355464,Female,45,No,Yes,Employed,Urban,Bachelor,1672034400
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d83ae51-a8a3-4f1b-a204-3c768d4848ef,churn,0.39030513,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,65,No,Yes,Retired,Rural,Bachelor,1672034400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b878860-1aa6-4ff1-bba1-02dcd196dc72,churn,0.5557324,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,48,No,Yes,Unemployed,Suburban,High School or Below,1672034400
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,127b7b25-c81e-4ac8-a6b8-df7a30fe0ddf,churn,0.50625175,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,60,No,Yes,Medical Leave,Rural,High School or Below,1672034400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d236937-9e04-4c72-bbd2-536ca4392358,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,38,No,No,Employed,Suburban,Bachelor,1672034400
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,c1510efb-f301-49af-b08b-218a6555a250,no_churn,0.0650559999999999,0,no_churn,-0.127527729651251,-0.0033785463954154,-0.0078041675478243,0.0186478068325504,-0.0110817889041754,-0.0954742713002497,-0.0171118652718632,-0.0252955891247165,Female,80,Yes,No,Employed,Rural,Bachelor,1672034400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bb345d99-6065-4ff1-8f86-d88a34f382c0,churn,0.90618664,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,59,No,Yes,Employed,Rural,Bachelor,1672034400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,422d0fba-66e4-4177-848d-36d837f94c15,no_churn,0.5270103,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,47,No,No,Employed,Urban,Bachelor,1672034400
52,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a6712c08-562a-4e31-87e1-2f2a612a95a7,no_churn,0.2961623,1,churn,-0.0067526657192865,-0.0011641181426966,0.0323076151151326,0.129388326666704,0.101674164088308,0.097359844677685,-0.0047716023887005,0.0029322899315411,Male,36,Yes,No,Employed,Suburban,College,1672034400
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6a16773c-bb3e-4262-9d5b-2562a55f6a83,churn,0.36833826,1,churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Female,36,No,No,Employed,Rural,High School or Below,1672034400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e3446216-286a-4e8a-8dc3-c117db49b916,no_churn,0.5724168,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,70,Yes,No,Disabled,Suburban,Bachelor,1672034400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,449fad3a-a0f7-455e-94af-e80a4e6fd306,churn,0.75846833,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,75,No,No,Unemployed,Suburban,High School or Below,1672034400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,48b69d5a-0d1e-4a85-bc93-2d938774c4e9,churn,0.82162476,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,20,Yes,No,Unemployed,Suburban,Master,1672034400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ed831647-14ec-41cf-ad02-09c94b59269b,churn,0.63450974,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,69,No,Yes,Unemployed,Suburban,Bachelor,1672034400
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d5180c8a-1548-48e0-af4e-8a98a9e66c20,churn,0.7311366,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,63,Yes,No,Employed,Suburban,High School or Below,1672034400
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,e2b7fd29-4088-4c79-b045-81bf4092e31a,no_churn,0.07129899,0,no_churn,-0.0530697077671402,-0.0029703278436318,0.0338638371436491,0.0260614901616008,0.0022183357723179,-0.234364566308409,-0.014964341079667,-0.0191342037298636,Male,38,Yes,Yes,Unemployed,Suburban,College,1672034400
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,30d96683-5161-4988-bfc8-d6e8bb7472be,churn,0.30773178,1,churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Male,63,No,No,Employed,Suburban,High School or Below,1672034400
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2eda6637-f369-4ff7-a9f9-4a435bd152e2,no_churn,0.67686135,0,no_churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,76,Yes,No,Unemployed,Urban,College,1672034400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a856ddd4-fce7-4fff-ab5a-97da21037593,no_churn,0.54886776,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,48,Yes,Yes,Employed,Rural,High School or Below,1672034400
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,bfffaf17-c8a3-4e85-b2dc-a7763aaaa13a,no_churn,0.09337667,0,no_churn,-0.0826076605174193,-0.003035611706764,-0.0700540743986175,0.0341660220404537,-0.0028163196131026,-0.106523897739512,-0.0169209239042356,-0.0212336845924528,Female,27,No,Yes,Employed,Suburban,High School or Below,1672034400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,26022173-a8a1-443d-b4cd-3646621f8aa0,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,44,No,No,Employed,Suburban,High School or Below,1672034400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5d0a321-19d7-4c49-9547-94788d7b6682,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,71,No,No,Employed,Suburban,Bachelor,1672034400
67,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,dd62cfee-d4a3-4e82-a670-0833d4272e05,no_churn,0.02940736,0,no_churn,-0.0558868697931029,-0.0038467272009074,-0.0206317568855592,-0.0244449135610375,-0.0181666381674767,-0.104663903776382,-0.0208575091146667,-0.0205278332959642,Female,51,No,No,Employed,Suburban,High School or Below,1672034400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,470e57b9-7ce2-4e95-b731-09a404c1858b,no_churn,0.1181993,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,55,No,No,Unemployed,Suburban,Bachelor,1672034400
50,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,34abd21f-9325-4741-b46f-0b3880e3db54,no_churn,0.10102505,0,no_churn,-0.136491442632423,0.008783580851832,-0.0117836501591955,-0.0432537830373894,-0.0685075232964572,0.0419145092056169,-0.0282292463399517,-0.0214585967544644,Male,59,Yes,No,Employed,Suburban,Bachelor,1672034400
25,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,d2d8d7f3-0dcb-49f3-8188-f1a85d3e8aa1,churn,0.041502774,1,churn,0.118241791454439,0.002553308971801,0.085850902436905,0.0343334186293122,0.01976159994937,-0.0113335082329922,0.0055166621170428,0.0019901556973127,Male,51,No,Yes,Employed,Suburban,Bachelor,1672034400
37,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,7f261498-f0e7-4610-92a3-5eb594b0d8d0,no_churn,0.0086097344999999,0,no_churn,-0.0538543203235622,-0.0038018916460532,-0.0121642469306425,-0.0366949386839951,-0.0254483193316082,-0.0987986741920031,-0.0155046122334533,-0.0227591486131495,Female,24,No,No,Employed,Suburban,College,1672034400
72,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,9cae2ac1-3800-44c8-8d74-62821ec2dd8c,no_churn,0.0023585483,0,no_churn,-0.0682230975083803,-0.0030099704574604,-0.0046665940280854,-0.0183307676810454,0.0022647620371844,-0.127098081603781,-0.0222977212565911,-0.027664682346467,Male,25,No,Yes,Employed,Suburban,College,1672034400
37,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,00ca5807-f5a8-40c7-b196-1263b975503b,no_churn,0.0086097344999999,0,no_churn,-0.0538543203235622,-0.0038018916460532,-0.0121642469306425,-0.0366949386839951,-0.0254483193316082,-0.0987986741920031,-0.0155046122334533,-0.0227591486131495,Female,74,No,Yes,Unemployed,Suburban,College,1672034400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d2178096-9b6d-418d-b340-68aa93a4efd3,no_churn,0.5940824,0,no_churn,-0.0355909249977776,-0.0057465726938244,-0.115054959877134,-0.0746620331101621,-0.0056707441695471,0.0740108910577873,-0.0893891496800824,0.0130773391697857,Female,68,Yes,No,Unemployed,Suburban,College,1672034400
3,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c43ed894-ee9f-4e81-9e91-fa1c5da603af,churn,0.5872358,1,churn,0.183009570871054,-0.0069812675645152,0.0938166488358365,-0.0112669036324678,0.110839822632424,0.142624817311271,-0.0025333368003339,-0.0020294276312415,Male,79,No,Yes,Employed,Rural,College,1672034400
20,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,46060860-4329-4a44-9e89-29938eafa941,no_churn,0.0874238,0,no_churn,-0.0768321443469449,-0.0061500615389377,-0.0338184803820786,-0.0657643370983078,-0.0024462181011494,0.0433240992699484,-0.0620692724126729,-0.0652697374775198,Male,63,No,No,Unemployed,Suburban,Bachelor,1672034400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,1ad0477f-0455-4525-94d6-d8704893daed,no_churn,0.014018863,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Female,68,Yes,Yes,Unemployed,Urban,High School or Below,1672034400
3,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e01b7a57-dff5-4d4f-86dd-568f91da9897,no_churn,0.5979546,0,no_churn,0.150190492160093,-0.0088036641304279,0.0728001926698198,-0.141395365431763,0.0697006746020179,0.102202842819106,-0.0406756759658674,-0.0497718340526716,Male,36,Yes,No,Employed,Urban,Master,1672034400
32,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,474e8e4d-4946-4606-a9fb-7f4d950929b6,no_churn,0.0232129539999999,0,no_churn,0.0163690615058385,-0.0049476179722296,-0.021564607100463,-0.0803746871571093,0.0223253492775893,-0.125871901068476,-0.0246829179417909,-0.0302788319566025,Female,64,No,Yes,Employed,Suburban,High School or Below,1672034400
36,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,e8a39254-718a-4bbe-ad76-3233501dc190,no_churn,0.0082681719999999,0,no_churn,-0.0500993995920998,-0.0038102761570553,0.009756965604447,-0.0310901534866206,-0.0321899793360898,-0.134671552549935,-0.0136499374030063,-0.0132718195353663,Male,22,No,No,Unemployed,Rural,High School or Below,1672034400
38,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,00e16624-49e9-4f91-ac38-269b6517105f,no_churn,0.0250659999999999,0,no_churn,0.0174345663928124,-0.002061852504139,0.0097506679305661,-0.0860389024524374,0.0019710636780837,-0.0215225850341903,-0.0276776375790723,-0.0570957578920388,Male,38,Yes,No,Employed,Suburban,Bachelor,1672034400
28,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,af28cd07-5282-4408-b9e7-674f5dc83de4,churn,0.53895086,1,churn,0.0274422249422968,-0.0017595437996715,0.0916441145362569,-0.0192014220352575,0.123099342061832,0.129507954784658,0.166986258962661,0.133254931010879,Female,31,No,Yes,Unemployed,Suburban,Bachelor,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,3a5425d8-3076-4473-a2a1-6dd533eaa163,no_churn,0.071687385,0,no_churn,-0.006763271236332,-0.0030139298847097,0.0544795329695898,-0.0517358179749771,0.0053785500978483,-0.13519775002299,0.0626717082201776,0.0651548277607071,Male,51,Yes,No,Unemployed,Rural,Doctor,1672034400
8,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,f7d0ad9d-3602-424e-8807-b7450cc80583,no_churn,0.011927215,0,no_churn,-0.0065804178187863,-0.0041693020526872,-0.0129736674308514,-0.0361270162832443,-0.0405933036595433,-0.134110414906354,-0.0169870563989934,-0.0174849742446713,Female,75,Yes,Yes,Employed,Rural,Bachelor,1672034400
27,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,453ba513-d56e-4015-b2a1-0abe5414c63a,no_churn,0.11575115,0,no_churn,-0.0875176028600253,-0.0030484028305363,-0.0220229728347112,-0.0391958425178745,-0.0831604855490695,-0.0833884913051588,0.0595644112284662,0.0497432346898313,Male,29,Yes,No,Employed,Suburban,High School or Below,1672034400
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,262a10ac-4e28-48f9-acf5-3d2744664f5e,no_churn,0.12834503,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Female,54,No,Yes,Retired,Rural,Bachelor,1672034400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c89f4d69-fb76-4185-bd42-ab10fbc91a03,churn,0.7224806,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,40,No,No,Medical Leave,Suburban,College,1672034400
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,d05e82a6-577f-4cc8-839c-35eca2be4d1d,no_churn,0.32802746,0,no_churn,-0.0447248780351219,-0.0074839051087474,-0.0686371261118665,-0.110122118897066,-0.0588885018081373,0.0428471396804252,0.0061940105401208,0.0117892278284011,Female,42,No,Yes,Employed,Suburban,Bachelor,1672034400
20,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,9a8379a1-1d49-48ab-9158-a886a0b5ae11,no_churn,0.032886513,0,no_churn,-0.0324106747022779,-0.0050137769205866,-0.0371170270421862,-0.0298065215136921,-0.0015505829878293,-0.0851079010825833,-0.0398886964506982,-0.0381309729263648,Female,62,No,No,Employed,Urban,College,1672034400
19,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,93d753ea-0aa4-41c7-99a2-fbe359be3dc9,no_churn,0.008501812,0,no_churn,-0.0096160705954571,-0.0041890519244225,0.0073324474776563,-0.0347975287379995,-0.0097835229354132,-0.130526814472196,-0.0420188029579367,-0.0454268088716708,Male,36,No,No,Medical Leave,Suburban,Bachelor,1672034400
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,3f754704-8bff-4822-8f84-9a870ae0d56e,no_churn,0.07129899,0,no_churn,-0.0530697077671402,-0.0029703278436318,0.0338638371436491,0.0260614901616008,0.0022183357723179,-0.234364566308409,-0.014964341079667,-0.0191342037298636,Male,80,No,Yes,Employed,Rural,Bachelor,1672034400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5937962e-1a91-47e1-b6c6-428316de8b26,no_churn,0.387835,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,55,No,Yes,Retired,Urban,Master,1672034400
65,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,d94da393-1d08-4521-bc0b-4b75e10e1e79,no_churn,0.19208772,0,no_churn,0.040183998843031,-0.0004372161513674,0.0743060691603659,0.0465767333294297,0.0247107281143871,0.0380380979421352,0.108877123187194,0.0287183228592766,Female,46,No,No,Unemployed,Suburban,Master,1672034400
50,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,f8887a58-d90e-42dd-83ff-9df643e798d9,no_churn,0.21781692,0,no_churn,-0.0268192788137366,-0.0020039361517956,-0.0230641404742346,-0.0093744322098064,0.0813349458366065,-0.0532769540839035,0.0611374842367604,0.07304016478025,Male,51,Yes,Yes,Employed,Suburban,High School or Below,1672034400
66,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,6744d88b-12e8-4d5e-81d0-40313d646129,no_churn,0.035296053,0,no_churn,-0.042986189340263,-0.0014843759080395,0.0117557776846751,-0.0280812241922831,-0.0689573717014536,-0.162700622727716,0.0049311423481776,0.0284967110403522,Male,49,Yes,No,Employed,Suburban,Doctor,1672034400
35,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,8bf15c63-f7b1-415e-b48a-2d47bfe5589f,no_churn,0.017597258,0,no_churn,-0.0633027089008373,0.0274623997282014,0.0085110062239255,-0.0421423974787103,0.0253858441350712,-0.160087766574616,-0.0168331948733157,-0.0280193354358652,Female,72,Yes,No,Employed,Urban,Bachelor,1672034400
15,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,e40058f2-02e6-45d0-b6bb-9cf291f46dd1,no_churn,0.01288112,0,no_churn,-0.0004902545775621,-0.00504370478302,-0.02651151598684,-0.025387461348746,-0.046627026986107,-0.132235105765631,-0.0135078347318085,-0.0192232486234206,Female,47,Yes,No,Employed,Rural,High School or Below,1672034400
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,4543c671-3d3b-471f-bf1e-d8d224022e36,no_churn,0.019092193,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Male,33,No,Yes,Employed,Suburban,College,1672034400
35,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,cf0395b9-fafd-4831-bdda-21e53acb8dbd,churn,0.26443633,1,churn,-0.0068970930949035,-0.0014695036231933,0.0255029850942446,0.0775588151656302,-0.0166728115605383,-0.0010087192092669,-0.107839210192597,-0.0182006111265582,Female,58,Yes,No,Unemployed,Rural,High School or Below,1672034400
67,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,1092231c-94fd-4408-a5fa-6d998d4564ef,no_churn,0.013675759,0,no_churn,-0.0459363112333539,-0.0032666339248316,-0.0173091190155537,-0.0210869099903357,-0.0174795516080212,-0.131319315578976,-0.0147665836543001,-0.0178617274351199,Male,33,No,Yes,Retired,Suburban,College,1672034400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,60effe40-b84b-4039-a53f-3d78df076c99,no_churn,0.29721564,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,60,No,No,Employed,Suburban,High School or Below,1672034400
21,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,bf30a529-694d-40db-8621-ce74ad182512,no_churn,0.02396987,0,no_churn,-0.0426626789318652,-0.0086431966059171,-0.023016757372643,-0.0380219315156136,-0.0009193911713009,-0.0843729980672833,-0.0340309542725663,-0.037358245341129,Female,43,No,Yes,Employed,Suburban,High School or Below,1672034400
16,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,d235a830-5914-4448-afe0-5e76c1eb6e16,no_churn,0.55960524,0,no_churn,-0.0823931899546551,-0.0101997145898349,-0.0500861689799785,0.0041124151980875,-0.0915660329451384,0.0381496785595118,-0.0266005849783687,0.0465574452134114,Female,29,No,No,Employed,Suburban,High School or Below,1672034400
14,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,b4f407e3-0a8a-4be7-be21-7bd36f16e5e7,no_churn,0.24240457,0,no_churn,0.0567635467986201,-0.0165060385926335,-0.0243093933650743,-0.0316734138924675,-0.171989609179909,0.0534162976921288,0.0133219795401782,0.0219504830682854,Male,28,No,Yes,Unemployed,Suburban,Bachelor,1672034400
27,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,57e4b61e-f418-4bbd-a357-20d0d09153da,no_churn,0.44034022,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Male,62,Yes,No,Employed,Rural,High School or Below,1672034400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,be9e1f6f-7dbf-46bb-b854-afced11f8e4c,churn,0.55395246,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Female,29,Yes,Yes,Employed,Urban,Bachelor,1672034400
45,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,3f905644-5672-4073-8529-b68c0cef126f,no_churn,0.01900176,0,no_churn,-0.0702674095516886,-0.0025723200382253,-0.0027102230016862,-0.0221243178793884,-0.0584124078666718,-0.181497556178983,0.0474399054729246,0.0311181756592623,Male,20,No,No,Employed,Urban,High School or Below,1672034400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aec90a23-4997-404d-8c49-2adc3f8a8dbe,churn,0.90618664,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,73,No,No,Employed,Urban,Bachelor,1672034400
15,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,37891e2b-ab9a-4b3b-9ba9-34938229b69b,churn,0.53119004,1,churn,0.118438109791796,8.8992208475247e-07,0.0150085485086992,0.0674739663553418,0.0911381823126794,0.132595078238373,0.0610706611323075,0.101415086193365,Male,49,No,No,Retired,Suburban,High School or Below,1672034400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,55ae270b-bbbe-4afc-a3e3-0d718c474a76,churn,0.5557324,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,41,No,Yes,Unemployed,Suburban,High School or Below,1672034400
60,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,b7d747f4-1c58-435b-8374-ca98023c4294,no_churn,0.320296,0,no_churn,0.0802343528476467,0.0018395261358818,0.0361034323980948,0.0868628037617418,0.131966005821423,-0.0393774305574697,0.164826181620083,0.0985189894343602,Female,36,No,No,Unemployed,Suburban,Bachelor,1672034400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b846aea8-08d4-42cc-aa0f-d93325da93cc,no_churn,0.5940824,0,no_churn,-0.0355909249977776,-0.0057465726938244,-0.115054959877134,-0.0746620331101621,-0.0056707441695471,0.0740108910577873,-0.0893891496800824,0.0130773391697857,Female,39,No,Yes,Employed,Urban,Bachelor,1672034400
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,65b9e8b7-9efb-4aef-ac40-516282e1dc1f,no_churn,0.027037611,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Female,70,Yes,Yes,Employed,Suburban,High School or Below,1672034400
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,e14f0312-793b-44f3-be14-aa8cd0e8e3c0,no_churn,0.19924037,0,no_churn,-0.138035017503908,-0.0023476426527849,-0.0009522812419618,-0.0071799573992848,-0.0567688805025591,-0.136265127435727,0.0207174441720962,0.0518053096630501,Male,50,Yes,Yes,Medical Leave,Suburban,High School or Below,1672034400
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,bb67f621-f4e3-429c-af80-14dfa07054d1,no_churn,0.0650559999999999,0,no_churn,-0.127527729651251,-0.0033785463954154,-0.0078041675478243,0.0186478068325504,-0.0110817889041754,-0.0954742713002497,-0.0171118652718632,-0.0252955891247165,Male,32,No,No,Employed,Rural,College,1672034400
50,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,176c53b9-caac-4c61-99f0-7f118127ed67,no_churn,0.0299395839999999,0,no_churn,-0.0705031244751899,-0.0081610562367677,-0.0194693495959836,-0.0297340649818397,-0.0284104678938092,-0.0718682815535885,-0.0216009369630228,-0.0192788694269438,Female,64,No,Yes,Employed,Suburban,High School or Below,1672034400
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0ad04cec-e10e-465d-9d5e-88601e6b0550,no_churn,0.13562879,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,38,No,Yes,Employed,Suburban,Bachelor,1672034400
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d8e123e3-94f3-4e12-884f-3e3b53836aac,churn,0.39030513,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,48,No,Yes,Employed,Urban,High School or Below,1672034400
67,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,409b92ae-40a7-43b4-aa50-76a7d9565852,no_churn,0.013675759,0,no_churn,-0.0459363112333539,-0.0032666339248316,-0.0173091190155537,-0.0210869099903357,-0.0174795516080212,-0.131319315578976,-0.0147665836543001,-0.0178617274351199,Female,61,No,Yes,Employed,Suburban,Doctor,1672034400
14,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,29a2a5de-9174-49bc-bf58-91b87fb2228b,churn,0.08588542,0,no_churn,0.0258920382184896,-0.0061749870666244,0.0463617611243171,0.0525603465550466,-0.152445777911635,0.102917978862497,0.0890004236617278,0.0828620667061477,Male,78,No,Yes,Employed,Rural,High School or Below,1672034400
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1de0f725-a315-4d86-9922-6224cc3004ed,no_churn,0.0072278659999999,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Female,31,Yes,No,Retired,Urban,High School or Below,1672034400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,01676f0e-6a60-43c9-93b0-0d749d0d786c,churn,0.5538443,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,64,Yes,Yes,Employed,Suburban,High School or Below,1672034400
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b6682815-d12a-448e-8af3-7ad4ef185d07,no_churn,0.48964745,0,no_churn,-0.188533242181729,-0.0025654158699398,0.0555521926173241,-0.0671664464710738,-0.0087581406556637,0.0624531298574493,-0.0237903253032163,-0.0377179028497266,Male,41,No,No,Medical Leave,Rural,High School or Below,1672034400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9655d85d-2f3e-4825-862f-dfd2a2ddbf57,churn,0.48861662,1,churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Male,52,Yes,Yes,Medical Leave,Urban,College,1672034400
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d6535be6-2202-466c-baed-da7adcf36005,churn,0.36833826,1,churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Female,80,No,Yes,Unemployed,Suburban,College,1672034400
30,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,1c2a3f7d-9e78-40b3-9545-b8afd5ff2f3d,no_churn,0.06333644,0,no_churn,0.0016130088901718,-0.0067902409626185,-0.0055040677390206,0.0091164118966116,0.0173547282547861,-0.174329674516321,-0.0329004687847555,-0.0375858488929225,Female,23,Yes,No,Unemployed,Suburban,College,1672034400
69,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,246168c1-ca8e-4243-b9eb-4c011c54f3ef,churn,0.47521374,1,churn,-0.0921243524431247,0.0010034958806318,0.0538378091798404,0.0070644858685955,0.0317732082664952,0.109499168235125,0.126553667127591,0.1278425602268,Female,27,No,No,Medical Leave,Suburban,Bachelor,1672034400
24,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,abd22aa4-bda2-488c-a837-091b41786909,no_churn,0.106629916,0,no_churn,-0.0308318502309066,-0.0051652327577357,0.0267833723883177,-0.0101401787516351,0.0056981728912796,-0.158572180222754,-0.0341031662520435,-0.0626950890670195,Male,71,Yes,No,Unemployed,Suburban,College,1672034400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e11e9f61-778a-4cc9-a436-8b74f8df721c,no_churn,0.17671539,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,21,No,Yes,Employed,Suburban,Bachelor,1672034400
62,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,b13b89b0-9395-4ce8-beaf-3b11014ff166,churn,0.07437979,0,no_churn,-0.134275105878205,-0.0043084678159357,-0.0335274530983952,-0.0103308430291326,-0.0596034111354856,-0.0608474972294971,0.0105075330216277,0.023359092872015,Male,32,No,Yes,Employed,Rural,College,1672034400
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,326edcc6-2f9a-4f2e-87a9-18412e52d1a5,no_churn,0.32802746,0,no_churn,-0.0447248780351219,-0.0074839051087474,-0.0686371261118665,-0.110122118897066,-0.0588885018081373,0.0428471396804252,0.0061940105401208,0.0117892278284011,Male,75,No,Yes,Employed,Suburban,Bachelor,1672034400
29,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,38bfcaa4-d74c-4f0d-8dd8-2380bd895114,no_churn,0.14478278,0,no_churn,-0.0917881999234032,-0.0174387920604749,-0.0273645596629558,-0.115377592671539,0.028091449460453,0.0426828264580126,-0.0313859387849606,-0.0464453434383904,Male,61,Yes,Yes,Unemployed,Suburban,Bachelor,1672034400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ecac2a1-dfa5-4c0b-a963-4e0203b61c29,churn,0.63450974,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,21,No,No,Medical Leave,Suburban,College,1672034400
38,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,804eb2f0-f856-4f56-88ae-d8f70cd22298,no_churn,0.009176514,0,no_churn,-0.0219797099073366,-0.0054658053151797,-0.012311680684179,-0.0604160082373528,0.0011558384496311,-0.115767548409531,-0.0196147711738558,-0.0346264681757747,Female,77,Yes,Yes,Employed,Suburban,High School or Below,1672034400
72,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,3d72e201-0127-4762-bece-33df55388484,no_churn,0.0048483927,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,79,No,Yes,Employed,Suburban,High School or Below,1672034400
66,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,01aa8f57-7c3a-4f83-9dc7-44d597fab2cd,no_churn,0.12448064,0,no_churn,-0.104024906097657,-0.001914289787237,0.0185586396560574,-0.0086671380793541,0.0004056113587103,-0.147097208076593,-0.0023362404245108,0.026049379407159,Female,65,Yes,No,Employed,Suburban,Bachelor,1672034400
45,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,d7393cca-bc0f-4a38-bd13-371081bb00dd,no_churn,0.23474012,0,no_churn,-0.126939929769219,-0.0026724729036504,0.0941100711488616,0.066523885575234,0.0389487806114084,0.090319351640278,-0.0159644031067,0.0057207230443145,Female,49,Yes,Yes,Employed,Suburban,High School or Below,1672034400
27,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,41c3dda6-6b40-47e1-84f1-52266b5aa41d,no_churn,0.44034022,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Female,59,Yes,Yes,Unemployed,Suburban,Bachelor,1672034400
64,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,57e08515-ded7-4015-87e6-e4b77d690783,no_churn,0.0519944059999999,0,no_churn,-0.115587847641714,-0.0035660441252548,0.0126773801245872,0.018227989773577,0.0001335789374979,-0.106433435841595,-0.0332720605559643,-0.0237057117852054,Female,49,Yes,No,Employed,Suburban,High School or Below,1672034400
40,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,54908d98-f792-4a9a-b863-6087ec754646,no_churn,0.07092484,0,no_churn,-0.0018651718247019,-0.0015670537938967,0.0183069698553481,0.0527788432666602,0.0475542772461449,-0.134040038226995,-0.0223689621139055,-0.0378250141087664,Male,79,No,No,Employed,Suburban,Bachelor,1672034400
70,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,8e81f63c-69b8-40dd-b2bf-de32578e16b3,no_churn,0.054284748,0,no_churn,-0.0812276342615223,-0.0017317275438472,0.0196813605759416,-0.0392914192777607,0.0312975628366803,-0.224383392239879,0.053472327086838,0.0511567725267741,Male,66,Yes,No,Employed,Suburban,Bachelor,1672034400
65,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,8c8e014c-789b-4b8d-b5a4-0a199afd6b17,churn,0.19624215,0,no_churn,-0.104438452222948,-0.0025124595180022,0.0131054511833463,0.012071680509598,-0.140429797129782,-0.120208145043398,0.0383382959194568,0.0450472713993076,Female,25,No,No,Disabled,Suburban,College,1672034400
42,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,2cf9f4aa-46b7-4760-963e-f962a49e8f5d,no_churn,0.016196473,0,no_churn,-0.0212732508527369,-0.0072685469459429,-0.0214098422033748,-0.0641690341130561,0.0094294919523872,-0.111536472744929,-0.0174360726883332,-0.0353624254249643,Female,61,No,No,Unemployed,Suburban,High School or Below,1672034400
47,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d977c4ef-d875-4428-aa44-61ef6890c61a,no_churn,0.017917521,0,no_churn,-0.0291371622739097,-0.0118485741434597,-0.0245846879594591,-0.0419876948118508,0.0159700368035828,-0.101943114631767,-0.0310347870546047,-0.044460168910391,Female,80,No,Yes,Unemployed,Urban,High School or Below,1672034400
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,b16e6861-5210-43b0-ba89-3efd1fbcbef9,no_churn,0.0072278659999999,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Male,66,Yes,Yes,Employed,Rural,College,1672034400
40,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,a3191ee4-5036-48e8-b00e-a0c167535b02,no_churn,0.07092484,0,no_churn,-0.0018651718247019,-0.0015670537938967,0.0183069698553481,0.0527788432666602,0.0475542772461449,-0.134040038226995,-0.0223689621139055,-0.0378250141087664,Male,25,No,No,Employed,Suburban,Bachelor,1672034400
64,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,59899d08-6370-4f89-b617-a604d2264707,no_churn,0.0519944059999999,0,no_churn,-0.115587847641714,-0.0035660441252548,0.0126773801245872,0.018227989773577,0.0001335789374979,-0.106433435841595,-0.0332720605559643,-0.0237057117852054,Female,20,No,Yes,Employed,Suburban,Bachelor,1672034400
65,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,28e4cea7-b9f7-4fd4-83f8-d5b0c8a69fc3,churn,0.19624215,0,no_churn,-0.104438452222948,-0.0025124595180022,0.0131054511833463,0.012071680509598,-0.140429797129782,-0.120208145043398,0.0383382959194568,0.0450472713993076,Male,23,No,Yes,Unemployed,Suburban,High School or Below,1672034400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,78345a71-0b8f-4de8-8b6b-cce19057296c,no_churn,0.37736148,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,80,Yes,No,Unemployed,Suburban,Master,1672034400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb0fd4da-7967-47ee-8493-bac4dd973996,churn,0.90618664,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,45,No,Yes,Employed,Rural,College,1672034400
65,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,1dd99683-0415-43b3-8ab7-4ffcb4170032,no_churn,0.19208772,0,no_churn,0.040183998843031,-0.0004372161513674,0.0743060691603659,0.0465767333294297,0.0247107281143871,0.0380380979421352,0.108877123187194,0.0287183228592766,Female,32,No,Yes,Employed,Urban,Bachelor,1672034400
47,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,d27de07d-a34e-4918-9242-f78bf5fc5243,no_churn,0.00937339,0,no_churn,-0.0246915737041854,-0.0049898180875061,-0.0122560313874419,-0.0351892286217116,0.0120736412130281,-0.130154756332086,-0.0258770771621493,-0.0479413089911759,Female,47,No,No,Employed,Urban,College,1672034400
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,8314b2bd-662a-4512-9588-7929d4c7b04a,no_churn,0.20777681,0,no_churn,-0.123266184581871,-0.0020949344040127,-0.0265852777578857,-0.0402778134243362,-0.049599354782249,-0.0684834236450115,-0.001192162572097,0.0424729981596647,Female,73,Yes,Yes,Employed,Suburban,Bachelor,1672034400
43,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,7a437d4e-851e-4147-9db4-3e38b45925d3,churn,0.3697424,1,churn,0.0048082455946769,-0.001433504497545,0.0273178283335619,0.10383384603032,-0.0684501557580097,0.0002277090559528,0.0329792566025571,0.0716906260381983,Female,32,No,Yes,Unemployed,Rural,Bachelor,1672034400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ffefa32b-de3b-4ed9-ad3e-c650bff308b6,no_churn,0.37736148,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,45,No,No,Unemployed,Rural,Bachelor,1672034400
15,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,a726505c-627b-458c-bfdf-8a8afb33208a,no_churn,0.015774319,0,no_churn,0.0134656807025385,-0.0078473293573915,-0.029909893295553,-0.0392954619027659,0.0071555354832707,-0.147102785581046,-0.0280595890548102,-0.0374323098013337,Female,26,No,Yes,Employed,Suburban,Bachelor,1672034400
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1e81f522-dfe7-4d41-b9b8-4bf081b54e93,churn,0.6204456,1,churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Female,35,No,No,Unemployed,Rural,Master,1672034400
8,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,39495f9d-e939-4b8f-9289-da60c4bda678,no_churn,0.011927215,0,no_churn,-0.0065804178187863,-0.0041693020526872,-0.0129736674308514,-0.0361270162832443,-0.0405933036595433,-0.134110414906354,-0.0169870563989934,-0.0174849742446713,Female,77,No,No,Disabled,Suburban,College,1672034400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fe986d33-22fe-4b0a-a37e-2faf9c0282e0,no_churn,0.17671539,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,35,No,No,Employed,Suburban,High School or Below,1672034400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fe74401f-1bcb-4f09-9797-28cd520eea82,no_churn,0.29721564,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,54,Yes,No,Employed,Suburban,High School or Below,1672034400
54,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,0958f246-325c-4201-89cd-95ddcc2ad80f,no_churn,0.09819247,0,no_churn,-0.0844839565183247,-0.0071739473773413,-0.0557765502319944,-0.0360892338120265,-0.0368165747601597,-0.0823877583353078,0.0155295985094107,0.0381722696430279,Female,71,No,No,Employed,Suburban,Bachelor,1672034400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4c031993-19a7-43d5-95fd-2bd592a95a85,churn,0.31106657,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,60,No,Yes,Employed,Rural,High School or Below,1672034400
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,70c7c7eb-7dca-4075-b63a-ef24b8c89734,no_churn,0.67686135,0,no_churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,26,No,Yes,Employed,Suburban,Bachelor,1672034400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e61c75c-18d9-460c-8060-45ab3477aae5,churn,0.5538443,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,77,No,Yes,Employed,Suburban,Master,1672034400
23,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2130134a-f215-444a-b0dc-4db2c155aed2,no_churn,0.083425075,0,no_churn,-0.126047690846217,-0.0155639825235994,-0.104089174003375,-0.0237963965161816,0.0159272381959726,0.0372071352586772,-0.0238626149389074,-0.0288006651782416,Female,24,No,Yes,Medical Leave,Suburban,College,1672034400
15,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,f924a047-d9e4-4510-8010-b981c4afdd75,churn,0.53119004,1,churn,0.118438109791796,8.8992208475247e-07,0.0150085485086992,0.0674739663553418,0.0911381823126794,0.132595078238373,0.0610706611323075,0.101415086193365,Male,49,No,Yes,Employed,Suburban,College,1672034400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,56bd3ee9-bd2b-42e9-a4ba-f90cc1fc2582,churn,0.5538443,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,28,No,No,Employed,Urban,College,1672034400
44,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,f85684f3-c5df-48de-af79-3e5e5559af45,no_churn,0.0794971959999999,0,no_churn,-0.0715006883545447,-0.0058775436396899,-0.0066342279131822,-0.003774670369994,-0.0936425720465194,-0.0307188803524786,-0.0269630174565281,-0.01991454968796,Male,70,No,Yes,Employed,Urban,High School or Below,1672034400
30,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,f43d092a-8919-4379-82a6-a4297d826f5e,no_churn,0.14045437,0,no_churn,-0.0663475833603297,-0.0069481005950001,0.0135593780147974,-0.0423585022720908,-0.0647170616118637,0.0839906251689717,0.0618900195813512,0.0452384086682832,Female,29,No,Yes,Employed,Urban,College,1672034400
71,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,68b873f2-37c6-4c46-9229-91de49cd569c,no_churn,0.041097984,0,no_churn,-0.101318122975567,-0.0047045139735473,-0.0014581688805947,-0.0256709243355953,-0.0006372583636539,-0.084070966422264,-0.0171071241650679,-0.0340590730320491,Female,80,No,No,Unemployed,Suburban,Master,1672034400
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,90c94f09-e3ea-4965-ab07-337dc7526698,churn,0.8422741,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Female,43,No,Yes,Medical Leave,Suburban,Bachelor,1672034400
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,a19a39a3-f557-4888-9d75-2263b79ea611,no_churn,0.09337667,0,no_churn,-0.0826076605174193,-0.003035611706764,-0.0700540743986175,0.0341660220404537,-0.0028163196131026,-0.106523897739512,-0.0169209239042356,-0.0212336845924528,Male,80,No,No,Employed,Suburban,Master,1672034400
71,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,51119be0-100f-4336-bfec-7737820baa34,no_churn,0.07571431,0,no_churn,-0.14895636479097,-0.0024948833592497,0.0030947212675437,0.022025407389583,-0.0097609021606103,-0.129983150515754,0.0009694865197616,0.0467938197370676,Female,56,No,No,Unemployed,Suburban,High School or Below,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,cf305f38-e463-44e1-8dbb-c4a44c25f3e6,no_churn,0.071687385,0,no_churn,-0.006763271236332,-0.0030139298847097,0.0544795329695898,-0.0517358179749771,0.0053785500978483,-0.13519775002299,0.0626717082201776,0.0651548277607071,Male,49,Yes,Yes,Employed,Rural,Master,1672034400
38,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,61ef37e1-91d0-4df9-882d-bad80d3e7138,no_churn,0.009176514,0,no_churn,-0.0219797099073366,-0.0054658053151797,-0.012311680684179,-0.0604160082373528,0.0011558384496311,-0.115767548409531,-0.0196147711738558,-0.0346264681757747,Male,70,No,No,Unemployed,Suburban,College,1672034400
61,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,0176195f-baaa-474d-8c26-7286e84ca006,no_churn,0.012123607,0,no_churn,-0.0736094557089745,-0.0035267562831541,0.0037659141035146,-0.0194667349642622,0.0049526777179016,-0.141725595918851,-0.0210214199064284,-0.018394781775969,Female,69,No,Yes,Employed,Suburban,College,1672034400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,037c22e2-afaa-419c-9915-e842b59756d9,no_churn,0.014018863,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Female,25,No,Yes,Employed,Suburban,High School or Below,1672034400
66,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,aeda7723-d79f-4e99-adfc-8693eee655b6,no_churn,0.12448064,0,no_churn,-0.104024906097657,-0.001914289787237,0.0185586396560574,-0.0086671380793541,0.0004056113587103,-0.147097208076593,-0.0023362404245108,0.026049379407159,Female,21,No,No,Employed,Suburban,High School or Below,1672034400
70,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,654f5bce-5726-491c-8cf9-16152a506329,no_churn,0.054284748,0,no_churn,-0.0812276342615223,-0.0017317275438472,0.0196813605759416,-0.0392914192777607,0.0312975628366803,-0.224383392239879,0.053472327086838,0.0511567725267741,Male,51,No,Yes,Employed,Rural,Master,1672034400
10,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,0754628c-9d9a-4870-9086-07603069969d,no_churn,0.014880632,0,no_churn,-0.008951834169693,-0.0048841714436093,-0.0003590528677159,-0.0459696657967288,-0.021977958760026,-0.139396959932983,-0.0222612890949494,-0.025225220868142,Male,55,No,Yes,Employed,Suburban,High School or Below,1672034400
70,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,097f42c1-a7e4-4f8e-914a-fecd3fa4770b,no_churn,0.015929757,0,no_churn,-0.0113372221989175,-0.0020755139468565,0.0157539822228318,-0.0524499804886727,0.0077939884422994,-0.078447404180988,-0.0093799851684525,-0.0105283144199893,Male,68,No,No,Unemployed,Rural,High School or Below,1672034400
40,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,48d5a6ec-920f-417c-b0ce-3e60a7019c45,no_churn,0.07092484,0,no_churn,-0.0018651718247019,-0.0015670537938967,0.0183069698553481,0.0527788432666602,0.0475542772461449,-0.134040038226995,-0.0223689621139055,-0.0378250141087664,Male,25,No,No,Medical Leave,Urban,Master,1672034400
5,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,141676a7-0fa2-4e47-9997-6bcae90e0865,no_churn,0.01071024,0,no_churn,0.0124823563822701,-0.0051402118581063,-0.0139454487056991,-0.0402155292273164,-0.0417182471558862,-0.121245120365675,-0.0240802982180594,-0.0251636531542681,Male,55,No,Yes,Unemployed,Suburban,High School or Below,1672034400
32,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,7ab2cad4-b1d5-4636-a898-8673274a6bb6,no_churn,0.114829965,0,no_churn,-0.0487077629741452,-0.0037614321452565,-0.0041531504912563,-0.0804294880758789,0.0410757263458072,0.0448705545949269,-0.0397383449314838,-0.0581822530369026,Female,47,No,Yes,Employed,Suburban,High School or Below,1672034400
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e1fab69-d53a-4e3d-9218-2825b824da4c,churn,0.19838351,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,75,No,No,Employed,Urban,Master,1672034400
8,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,49aadde8-8256-4c81-98d6-315793472b76,no_churn,0.011927215,0,no_churn,-0.0065804178187863,-0.0041693020526872,-0.0129736674308514,-0.0361270162832443,-0.0405933036595433,-0.134110414906354,-0.0169870563989934,-0.0174849742446713,Male,50,No,No,Unemployed,Suburban,Bachelor,1672034400
36,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6fcf04e9-d3df-4e73-9110-fa2e35570686,no_churn,0.15090738,0,no_churn,-0.0610529150487855,-0.0092624814307419,-0.0358496127208127,-0.0604573226849606,0.0315800628626675,0.0479159627675835,-0.0358106530372788,-0.0360891910127065,Male,24,Yes,Yes,Employed,Suburban,Bachelor,1672034400
12,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6454015d-26f7-415c-8100-4bc0701a4eff,no_churn,0.009454341,0,no_churn,-0.0064448839066426,-0.0043800931986697,-0.0262555997459094,-0.0197310999005458,0.0016087877224163,-0.1482773006977,-0.0306758405507935,-0.0348701226331468,Female,25,Yes,No,Medical Leave,Suburban,Doctor,1672034400
35,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,9894de03-8987-4ea0-9daa-ac825e163d5b,no_churn,0.10393106,0,no_churn,-0.123310369402411,0.0105227118885159,0.0025832964830613,-0.0535047806929821,-0.0310772295667936,-0.105232706183768,0.0236251929101092,0.0273677306082186,Female,66,Yes,No,Employed,Suburban,Bachelor,1672034400
55,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,4b7e1acc-b131-4a63-a9c5-4debd69f0e3a,no_churn,0.0343105229999999,0,no_churn,0.0549126732007971,-0.0034860587768889,-0.0008677452850497,0.0404925658965294,0.0714544543905685,-0.0099439326513038,-0.0145335558443002,-0.0170545507068709,Male,60,No,No,Employed,Suburban,High School or Below,1672034400
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,4718e066-69aa-48de-afa1-284e5e5b30f9,no_churn,0.28760985,0,no_churn,0.0086199272771955,-0.0079596095237502,-0.064171223220801,-0.0746994872398045,-0.183214386294476,0.0436103673145225,-0.0130365739950138,0.0318248311520437,Female,72,No,Yes,Employed,Urban,College,1672034400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ddf39fb6-1639-466b-9bef-97e14e1ed33d,churn,0.41405973,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,46,No,No,Employed,Suburban,Bachelor,1672034400
3,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a60ea55e-fdd3-4cd6-bb77-b307f04e7317,churn,0.7710681,1,churn,0.133637620044369,0.105985099303889,0.0401523601869484,-0.0021166778488213,0.0329653735391184,0.113468223795999,-0.0160787661633094,-0.0035949272717152,Female,80,Yes,Yes,Unemployed,Suburban,Master,1672034400
58,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,449cf7d5-8ba6-4ada-9beb-f0a06208fbae,no_churn,0.010479979,0,no_churn,-0.0467684104948239,-0.0038177836785143,-0.0136703581886558,-0.0159583322316029,0.0180048118054583,-0.105423440630839,-0.034891885291563,-0.0665007543858882,Female,26,Yes,No,Unemployed,Suburban,Bachelor,1672034400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,46a42206-5776-4c83-a971-446cffb55d79,churn,0.48861662,1,churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Female,49,No,Yes,Employed,Suburban,College,1672034400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fdf5dec1-76ad-4a5a-8778-a26207b39dd2,no_churn,0.5270103,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,42,No,No,Employed,Suburban,College,1672034400
71,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,11ab15e2-9a7c-4514-9810-df9f6c85aa55,no_churn,0.026627129,0,no_churn,-0.159236309827152,-0.0016218261916174,0.0527747212227086,0.0255458834380988,0.0512297907128913,-0.107304529582625,0.0969311274655774,0.0806549979501687,Male,79,No,No,Employed,Suburban,Bachelor,1672034400
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2e7e68e7-a467-413b-ad0c-e0b08de83b3b,churn,0.34524003,1,churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Male,43,No,No,Employed,Suburban,High School or Below,1672034400
59,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,a2801ab1-6453-4bfb-8035-d4e665644e7e,no_churn,0.20610899,0,no_churn,-0.150885723016786,0.0044146344515138,-0.0015472296441112,-0.0389350050898838,-0.106862725255942,0.0447988054692723,-0.0114418285675583,0.001432918135365,Male,23,No,No,Unemployed,Rural,Doctor,1672034400
32,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,7d277c03-7a8d-452c-a3ef-b9fdd231e0d9,no_churn,0.0232129539999999,0,no_churn,0.0163690615058385,-0.0049476179722296,-0.021564607100463,-0.0803746871571093,0.0223253492775893,-0.125871901068476,-0.0246829179417909,-0.0302788319566025,Male,38,Yes,Yes,Employed,Suburban,High School or Below,1672034400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,71965475-8383-4966-8069-349791d95af1,no_churn,0.1181993,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,73,No,Yes,Employed,Suburban,Bachelor,1672034400
68,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,a0e48ace-688d-4ed5-a5aa-aa535fcc3e60,no_churn,0.15639047,0,no_churn,-0.111620183677778,-0.0478030128020418,-0.0391679927465202,-0.0417673785965962,0.063578972955147,0.063562716757624,0.0649701992259815,0.0672205283057701,Male,29,No,No,Unemployed,Suburban,Bachelor,1672034400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,7b3c0940-7671-4ec0-a154-6dc3ad0ef1ce,no_churn,0.014018863,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Male,74,No,No,Unemployed,Suburban,College,1672034400
28,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,9bf3bb9d-c1ef-4344-bcf6-0bdb8f9f2557,no_churn,0.15902956,0,no_churn,0.0284839824298978,-0.0035327490410054,0.0192739325295224,0.143483734063957,0.0231291428809345,0.0873305111408535,-0.0058545504862377,0.0086598501617481,Female,47,Yes,Yes,Employed,Urban,College,1672034400
72,No,No phone service,Low Speed,Phone_Support,Two year,<50hrs,Active,5deb68a1-25c3-4cb3-ad56-e9d09302df26,no_churn,0.006923475,0,no_churn,-0.139694362410414,-0.0007764114198425,-0.0069409631270855,-0.0070074667530479,0.0206273013165446,-0.181140724931661,0.0186599817611431,0.037246494384326,Female,68,No,No,Employed,Suburban,College,1672034400
60,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,6cd8f67e-4751-4b31-960c-b076ed81e271,no_churn,0.070224635,0,no_churn,-0.0882100145223194,-0.0032519712454541,-0.0024231419657553,-0.0156114408353187,-0.0603992958569915,-0.123425748596674,0.0078923704464386,0.0164030891157381,Female,31,No,No,Unemployed,Suburban,College,1672034400
26,Yes,Yes,Medium Speed,Phone_Support,One year,100hrs+,Active,ba899e09-31f1-4dad-9baf-2ed569c5196e,no_churn,0.11976779,0,no_churn,-0.0182002972476038,-0.0014225707877631,-0.0452680848879663,-0.121143001616456,0.0810256888056119,-0.160452187275832,0.0809926949941837,0.0854416064984252,Male,24,No,Yes,Unemployed,Rural,High School or Below,1672034400
71,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,75c68d2f-3f55-4e70-87d6-c1e5c9ddab1e,no_churn,0.004100994,0,no_churn,-0.0723731620443777,-0.0038022838807955,-0.0055496473485254,-0.0267509803146094,-0.026510810410673,-0.108295480771794,-0.011515751542247,-0.0142280368014871,Female,55,Yes,No,Employed,Suburban,Bachelor,1672034400
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c73afea5-f04d-4c7c-b983-8db7be0e9971,churn,0.5942211,1,churn,0.212418583823392,-0.0029077581879391,-0.0148756246434732,0.135277356066545,0.0499247837607617,0.141969954456035,0.123748347491855,0.0754182173422123,Male,77,No,No,Employed,Rural,Bachelor,1672034400
43,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,102ebec9-5ae0-4c4b-bc65-e4beecc2ec4a,churn,0.3697424,1,churn,0.0048082455946769,-0.001433504497545,0.0273178283335619,0.10383384603032,-0.0684501557580097,0.0002277090559528,0.0329792566025571,0.0716906260381983,Female,49,No,No,Unemployed,Suburban,College,1672034400
52,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f3e1420-61b7-48fe-a1b4-38d836e52848,no_churn,0.2961623,1,churn,-0.0067526657192865,-0.0011641181426966,0.0323076151151326,0.129388326666704,0.101674164088308,0.097359844677685,-0.0047716023887005,0.0029322899315411,Female,49,No,No,Unemployed,Suburban,College,1672034400
19,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,66e71ce3-a399-44ef-9e48-96c0a1409c3b,no_churn,0.008501812,0,no_churn,-0.0096160705954571,-0.0041890519244225,0.0073324474776563,-0.0347975287379995,-0.0097835229354132,-0.130526814472196,-0.0420188029579367,-0.0454268088716708,Male,44,No,Yes,Employed,Suburban,College,1672034400
52,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,7949f1d3-258a-452b-a8b8-211934f3f80a,no_churn,0.009470095,0,no_churn,-0.0716382778898196,0.023808867741809,0.0085994414704327,-0.0222821905927548,-0.0197039642690742,-0.161279038054963,-0.0139170380130781,-0.0126139540757594,Male,52,No,No,Employed,Suburban,High School or Below,1672034400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,41993f90-1176-4078-81c2-00b3807f7343,no_churn,0.5270103,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,73,No,Yes,Employed,Suburban,College,1672034400
30,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,26cec75c-fed5-486e-adce-66a1ecb4cec0,no_churn,0.020443927,0,no_churn,-0.0187932898879807,-0.0063334249686886,-0.020870862751135,-0.0392900832986742,-0.0017911211300634,-0.146009894888102,-0.0163098422706207,-0.0196276335796301,Male,34,No,No,Employed,Suburban,Bachelor,1672034400
2,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b8a647fe-d495-47bc-86ac-480682a7ebe1,no_churn,0.3905173,0,no_churn,0.188001771404242,-0.0056300189740704,0.0367764525852726,-0.0481922743819632,-8.74144850422454e-05,0.107963390614159,-0.0315287538067605,-0.0471507287101121,Male,77,No,No,Disabled,Suburban,Doctor,1672034400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b798c696-a848-4c86-b66e-5f76c9d78f42,churn,0.48861662,1,churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Female,43,Yes,Yes,Employed,Suburban,High School or Below,1672034400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,75e2cc1e-c8f9-4085-9373-ab2f6a5bbef0,no_churn,0.17671539,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,66,No,Yes,Medical Leave,Suburban,High School or Below,1672034400
22,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,c5a80de8-2560-4e3b-bdb5-d08408e1e6ef,no_churn,0.020590791,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Female,77,No,No,Unemployed,Suburban,High School or Below,1672034400
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,06ff1c17-b72d-414b-892c-023512bf1867,churn,0.31971064,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,45,No,Yes,Employed,Suburban,College,1672034400
71,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,ae58f234-27e0-42f8-a3fe-697e59429cd5,no_churn,0.041097984,0,no_churn,-0.101318122975567,-0.0047045139735473,-0.0014581688805947,-0.0256709243355953,-0.0006372583636539,-0.084070966422264,-0.0171071241650679,-0.0340590730320491,Male,32,Yes,No,Employed,Urban,Master,1672034400
64,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,22394ead-e271-4398-9666-76b6daa3f569,no_churn,0.0519944059999999,0,no_churn,-0.115587847641714,-0.0035660441252548,0.0126773801245872,0.018227989773577,0.0001335789374979,-0.106433435841595,-0.0332720605559643,-0.0237057117852054,Female,80,No,No,Unemployed,Suburban,High School or Below,1672034400
50,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,ad4f362c-cd54-4c31-828f-211c6f060bda,no_churn,0.0299395839999999,0,no_churn,-0.0705031244751899,-0.0081610562367677,-0.0194693495959836,-0.0297340649818397,-0.0284104678938092,-0.0718682815535885,-0.0216009369630228,-0.0192788694269438,Male,49,Yes,No,Employed,Suburban,High School or Below,1672034400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,1ab0bf33-8775-4663-b277-b5552bf1dc32,no_churn,0.24256107,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Male,23,No,No,Employed,Rural,College,1672034400
52,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,9cb488b6-23d2-49ab-9b53-02c80a8ef1fc,no_churn,0.009470095,0,no_churn,-0.0716382778898196,0.023808867741809,0.0085994414704327,-0.0222821905927548,-0.0197039642690742,-0.161279038054963,-0.0139170380130781,-0.0126139540757594,Female,49,No,No,Employed,Suburban,High School or Below,1672034400
58,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,ca32c8a6-de60-41f3-a94c-40f3837c84c7,churn,0.32528046,1,churn,-0.1105364760885,-0.0036535475751406,0.0071430207072626,-0.0444821874800709,-0.0427722351852025,-0.125724389218558,0.010342156259494,0.050657505766685,Male,25,No,Yes,Unemployed,Rural,High School or Below,1672034400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e70c8edb-c284-4873-b92d-dff95ce4c896,churn,0.31106657,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,42,Yes,Yes,Unemployed,Suburban,College,1672034400
45,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b6b55e99-b7b4-4e84-949d-0d504735782e,no_churn,0.23474012,0,no_churn,-0.126939929769219,-0.0026724729036504,0.0941100711488616,0.066523885575234,0.0389487806114084,0.090319351640278,-0.0159644031067,0.0057207230443145,Male,72,No,No,Unemployed,Suburban,College,1672034400
11,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,b0fc3a41-88d5-402e-b12e-7ceda64c4370,no_churn,0.041813105,0,no_churn,0.168760589852027,0.145666432528415,0.0647456119257549,0.115527763522114,0.08894748748462,0.0440903698411602,0.0076244342521931,0.0056111644427073,Female,38,No,No,Unemployed,Suburban,High School or Below,1672034400
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b3b86677-8d7e-42e2-8eb3-4da517220cf1,churn,0.6204456,1,churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Female,51,No,Yes,Unemployed,Suburban,High School or Below,1672034400
71,No,No phone service,Medium Speed,In_Store_Support,One year,100hrs+,Active,23788f73-d857-4950-9fde-caf1722e5873,no_churn,0.11000286,0,no_churn,-0.133929553934395,0.0004228858714941,-0.0045169965939021,-0.0272165497334845,-0.0612451792663523,-0.0712621698948532,0.0080720284068047,0.0206493834663706,Male,34,Yes,No,Disabled,Suburban,College,1672034400
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e0b2c00a-be3f-43f9-b3b2-00f93d959d5b,no_churn,0.20895386,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,61,No,Yes,Unemployed,Urban,College,1672034400
16,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,ba876758-81e9-43cc-9559-baffdfd1e43b,no_churn,0.55960524,0,no_churn,-0.0823931899546551,-0.0101997145898349,-0.0500861689799785,0.0041124151980875,-0.0915660329451384,0.0381496785595118,-0.0266005849783687,0.0465574452134114,Male,65,Yes,No,Unemployed,Suburban,Master,1672034400
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,244a00f8-7278-4976-82fb-4b5604ac528d,churn,0.53267264,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,68,No,Yes,Unemployed,Urban,High School or Below,1672034400
49,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,e34fe9d5-1a56-49b1-9722-6a441922294f,no_churn,0.026642062,0,no_churn,-0.077347141496939,-0.0036978296821871,-0.0087537034885099,-0.0120731097903626,0.0112372988582137,-0.0485760864457734,-0.041659844608439,-0.0581557354832329,Male,78,No,No,Employed,Suburban,Bachelor,1672034400
9,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,3f36cb05-bae7-4580-bf95-164d89d5b7f3,no_churn,0.46848112,0,no_churn,-0.0510016338137484,-0.0064025696553289,-0.13102742253026,-0.0241855000945724,-0.0366295341943805,0.0580935481802225,-0.0568811358947641,-0.0109919043407535,Female,64,No,No,Unemployed,Suburban,College,1672034400
65,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,b6909e99-4055-49a2-9819-d78c7585dbae,churn,0.19624215,0,no_churn,-0.104438452222948,-0.0025124595180022,0.0131054511833463,0.012071680509598,-0.140429797129782,-0.120208145043398,0.0383382959194568,0.0450472713993076,Female,63,No,Yes,Employed,Rural,Bachelor,1672034400
21,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cbfe2427-6a23-4f23-80a2-4868b3cdc918,no_churn,0.044055704,0,no_churn,-0.058536786772338,-0.0053885930786964,-0.0186938588558859,-0.0613051777694181,-0.0473255809368038,0.0473433416239731,-0.0505139986814629,-0.0546054972642923,Male,21,No,Yes,Unemployed,Suburban,College,1672034400
29,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5225400f-2037-4f24-b688-395ae446de31,no_churn,0.14478278,0,no_churn,-0.0917881999234032,-0.0174387920604749,-0.0273645596629558,-0.115377592671539,0.028091449460453,0.0426828264580126,-0.0313859387849606,-0.0464453434383904,Female,27,No,No,Employed,Rural,High School or Below,1672034400
40,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,a32fb9a9-6217-4f88-8dd6-894722fd2e9e,no_churn,0.007905747,0,no_churn,-0.010960383100155,-0.0037366986704,0.0026446403012778,-4.84799118203227e-05,0.0287950956953136,-0.209557139149692,-0.0249230916267697,-0.041240094867062,Female,46,No,No,Employed,Rural,Bachelor,1672034400
63,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,59d4dcb0-8f0a-45fd-9d6d-3347174f9c7e,churn,0.004314362,0,no_churn,-0.0676102977007394,-0.0038718955554577,0.003077306269397,-0.03223113429779,0.0049600672901215,-0.127746054673071,-0.0210327287036489,-0.0245714148333354,Female,50,No,No,Employed,Suburban,High School or Below,1672034400
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f06258b9-3fff-4a9f-8bf5-f14d6f6caca5,churn,0.30773178,1,churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Male,30,No,Yes,Unemployed,Urban,Master,1672034400
1,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d3e4dca-b95a-4983-bdd6-9bdc3751d0c6,no_churn,0.4879323,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Female,29,No,No,Employed,Suburban,Bachelor,1672034400
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,162b8c8d-7dfa-4c32-946f-e2de0dbc2a65,churn,0.50625175,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,69,No,No,Employed,Suburban,High School or Below,1672034400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,30e6ad70-0ec1-4759-a95a-234c9ac37e06,churn,0.7026804,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,36,No,Yes,Employed,Suburban,Bachelor,1672034400
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,739b0a12-c8c6-4453-9edb-852215a51ef5,no_churn,0.48964745,0,no_churn,-0.188533242181729,-0.0025654158699398,0.0555521926173241,-0.0671664464710738,-0.0087581406556637,0.0624531298574493,-0.0237903253032163,-0.0377179028497266,Female,35,Yes,No,Unemployed,Suburban,High School or Below,1672034400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9a00b693-6730-4536-b858-844274ce3675,no_churn,0.11552105,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,56,No,No,Employed,Rural,Bachelor,1672034400
34,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1ab17876-d039-4015-b468-e4d7735bd52c,no_churn,0.17199627,0,no_churn,-0.0940123708960891,-0.0084189655765294,-0.0232995847279016,-0.0965672449632074,-0.0274747237415613,0.0320231000933381,-0.033091609169005,-0.0181847528316939,Female,27,No,No,Employed,Suburban,High School or Below,1672034400
67,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,8dcdeb0d-0d4f-4470-8a0d-efb270e0f68e,no_churn,0.02940736,0,no_churn,-0.0558868697931029,-0.0038467272009074,-0.0206317568855592,-0.0244449135610375,-0.0181666381674767,-0.104663903776382,-0.0208575091146667,-0.0205278332959642,Male,48,No,Yes,Employed,Suburban,College,1672034400
23,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2e462f64-a166-4a52-83e0-e41138e65f6d,no_churn,0.083425075,0,no_churn,-0.126047690846217,-0.0155639825235994,-0.104089174003375,-0.0237963965161816,0.0159272381959726,0.0372071352586772,-0.0238626149389074,-0.0288006651782416,Male,36,Yes,No,Employed,Urban,College,1672034400
28,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,fc10e0a2-3047-40b4-a639-562bfcb1b80f,churn,0.53820187,1,churn,0.0214548351766916,-0.0006789430373828,0.0899284612919291,0.112954201081611,-0.0798404569643025,0.113718024746013,0.126538735594313,0.0877323331400657,Male,34,No,No,Employed,Suburban,Master,1672034400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7e1e2565-d91f-4003-bd58-ce87da854c02,no_churn,0.5724168,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,28,No,No,Disabled,Suburban,Bachelor,1672034400
61,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,bd24a468-af03-4f3b-9c2a-97009430465e,no_churn,0.19853313,0,no_churn,-0.0950601122897933,-0.0021360155828551,-0.0475462537871681,-0.0355290852600774,0.052161996736786,-0.0559943970104268,0.0512794870638208,0.0611633120567421,Male,41,No,No,Employed,Suburban,College,1672034400
12,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,41112af2-5a79-474d-8727-ba5270a012e8,no_churn,0.009454341,0,no_churn,-0.0064448839066426,-0.0043800931986697,-0.0262555997459094,-0.0197310999005458,0.0016087877224163,-0.1482773006977,-0.0306758405507935,-0.0348701226331468,Male,38,No,Yes,Employed,Suburban,College,1672034400
53,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,b81fd249-3507-4af9-99f8-51f8bc1d22f3,no_churn,0.14907835,0,no_churn,-0.0622262893863808,-0.0032364475482245,-0.0039507597098236,-0.0001503279866301,0.0545490518110273,-0.109772333483124,-0.0666016004419361,-0.0018041089964026,Female,41,No,Yes,Employed,Suburban,Master,1672034400
67,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,2e9042ec-35a8-4f6e-b99c-7b4c93fa499a,no_churn,0.02940736,0,no_churn,-0.0558868697931029,-0.0038467272009074,-0.0206317568855592,-0.0244449135610375,-0.0181666381674767,-0.104663903776382,-0.0208575091146667,-0.0205278332959642,Female,33,No,Yes,Unemployed,Rural,Master,1672034400
5,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,33a999e1-5b9e-4235-bd04-663aaa469846,no_churn,0.01071024,0,no_churn,0.0124823563822701,-0.0051402118581063,-0.0139454487056991,-0.0402155292273164,-0.0417182471558862,-0.121245120365675,-0.0240802982180594,-0.0251636531542681,Male,21,No,Yes,Employed,Suburban,Master,1672034400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5a8f17ce-a05d-42af-af70-99d2c45749d9,no_churn,0.17671539,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,62,Yes,Yes,Employed,Rural,Master,1672034400
59,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,6c594ea4-b16a-44e5-9732-893c54fc861f,no_churn,0.20610899,0,no_churn,-0.150885723016786,0.0044146344515138,-0.0015472296441112,-0.0389350050898838,-0.106862725255942,0.0447988054692723,-0.0114418285675583,0.001432918135365,Female,29,No,No,Unemployed,Suburban,Bachelor,1672034400
40,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,50b0141e-4058-4fac-b4b3-d3cf3c1f1a95,no_churn,0.3040653,0,no_churn,-0.14204916365723,-0.0027560592667759,0.0309622670551016,-0.0295744769220436,-0.0565772784441742,-0.160006031874709,0.0589788388452143,0.0593290842205897,Female,54,No,No,Employed,Suburban,Bachelor,1672034400
52,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,57318621-3088-41e5-9ebd-d33f60faa3d4,no_churn,0.021786619,0,no_churn,-0.0627444272883076,-0.0033100902972,-0.011598054291544,-0.0209867781647517,-0.0273816982355947,-0.0659582104227774,-0.0272935137901913,-0.0497533803905298,Female,58,No,No,Disabled,Rural,Bachelor,1672034400
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,22aeedb8-7d4a-441e-83ba-92b4090cad6f,no_churn,0.24413623,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Female,57,No,Yes,Employed,Rural,High School or Below,1672034400
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cf01c9a0-d92a-455b-885f-aba9fa057ef6,no_churn,0.5742263,0,no_churn,-0.024839607839367,-0.001373645338117,0.0612155897525281,0.0704969866095598,0.0331734166502883,0.098592731239114,0.0228267506704469,0.0367387749525005,Male,58,Yes,No,Employed,Suburban,College,1672034400
35,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,c84745c0-59a4-4556-9220-4616fd201ced,no_churn,0.017597258,0,no_churn,-0.0633027089008373,0.0274623997282014,0.0085110062239255,-0.0421423974787103,0.0253858441350712,-0.160087766574616,-0.0168331948733157,-0.0280193354358652,Male,71,No,Yes,Disabled,Urban,College,1672034400
67,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e6f8732e-d3bd-4d49-af5f-fc2b2c0dfbae,no_churn,0.02940736,0,no_churn,-0.0558868697931029,-0.0038467272009074,-0.0206317568855592,-0.0244449135610375,-0.0181666381674767,-0.104663903776382,-0.0208575091146667,-0.0205278332959642,Female,46,No,Yes,Employed,Urban,Master,1672034400
32,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8f9ffb91-d262-4a20-8ef2-0f5718f31bb6,no_churn,0.114829965,0,no_churn,-0.0487077629741452,-0.0037614321452565,-0.0041531504912563,-0.0804294880758789,0.0410757263458072,0.0448705545949269,-0.0397383449314838,-0.0581822530369026,Male,36,No,No,Employed,Urban,Bachelor,1672034400
25,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,fe83e9cb-fb56-4017-a37d-eecdf355b225,no_churn,0.09676052,0,no_churn,0.0887037356845758,-0.0015222311374054,0.109906805800574,-0.0272521557261097,0.0910706712796309,0.134226476406911,0.120792152753256,0.0917150718395623,Female,75,No,Yes,Employed,Rural,College,1672034400
52,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,2c00e8a7-1872-4c91-9d3d-64768a984b56,no_churn,0.021786619,0,no_churn,-0.0627444272883076,-0.0033100902972,-0.011598054291544,-0.0209867781647517,-0.0273816982355947,-0.0659582104227774,-0.0272935137901913,-0.0497533803905298,Male,47,No,No,Employed,Suburban,College,1672034400
35,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,c07e8014-3c65-4605-89e5-b776a990c154,churn,0.26443633,1,churn,-0.0068970930949035,-0.0014695036231933,0.0255029850942446,0.0775588151656302,-0.0166728115605383,-0.0010087192092669,-0.107839210192597,-0.0182006111265582,Female,64,Yes,Yes,Employed,Suburban,Bachelor,1672034400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fb00bd93-3124-4ed6-bc6e-bdf75ab1a4e1,churn,0.5538443,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,22,Yes,No,Employed,Suburban,High School or Below,1672034400
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,9b0b057c-f6ec-4ea6-8103-e76f42a19a34,no_churn,0.12834503,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Male,74,No,No,Unemployed,Suburban,Bachelor,1672034400
62,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,71e80529-e9c0-4ce4-bdb1-30fc5ea45327,no_churn,0.099641226,0,no_churn,-0.13410525459567,-0.0050508180780889,-0.0072237392042734,-0.0225697597759153,-0.0773097729665823,-0.0644887792568715,0.0251562766993765,0.030851408516969,Female,43,Yes,Yes,Medical Leave,Suburban,High School or Below,1672034400
58,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,548dcb22-c4d9-433b-aae8-663aac521d04,no_churn,0.010479979,0,no_churn,-0.0467684104948239,-0.0038177836785143,-0.0136703581886558,-0.0159583322316029,0.0180048118054583,-0.105423440630839,-0.034891885291563,-0.0665007543858882,Male,37,Yes,No,Employed,Suburban,High School or Below,1672034400
12,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,179265ae-77f6-470d-a692-5ee9658813de,no_churn,0.009454341,0,no_churn,-0.0064448839066426,-0.0043800931986697,-0.0262555997459094,-0.0197310999005458,0.0016087877224163,-0.1482773006977,-0.0306758405507935,-0.0348701226331468,Female,32,Yes,Yes,Employed,Suburban,Bachelor,1672034400
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8c84f3a0-1258-4477-b9e1-c32eea8ce06a,no_churn,0.48964745,0,no_churn,-0.188533242181729,-0.0025654158699398,0.0555521926173241,-0.0671664464710738,-0.0087581406556637,0.0624531298574493,-0.0237903253032163,-0.0377179028497266,Female,48,No,Yes,Employed,Suburban,College,1672034400
24,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,5fd930fb-97aa-4389-969a-845732ba878f,no_churn,0.106629916,0,no_churn,-0.0308318502309066,-0.0051652327577357,0.0267833723883177,-0.0101401787516351,0.0056981728912796,-0.158572180222754,-0.0341031662520435,-0.0626950890670195,Male,78,Yes,Yes,Employed,Rural,College,1672034400
52,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,1e4bd0e4-e24d-4faa-b8ed-b3ab2d534833,no_churn,0.021786619,0,no_churn,-0.0627444272883076,-0.0033100902972,-0.011598054291544,-0.0209867781647517,-0.0273816982355947,-0.0659582104227774,-0.0272935137901913,-0.0497533803905298,Male,20,No,No,Employed,Suburban,High School or Below,1672034400
55,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,5145d377-462c-4258-8340-98e785d2b7d4,no_churn,0.0073622563,0,no_churn,-0.047890141985672,-0.003390642832237,-0.0077273870467342,-0.0721227185451698,-0.0197164890595922,-0.0880418186821225,-0.0150140987871145,-0.0151228541537193,Female,37,No,No,Unemployed,Suburban,Bachelor,1672034400
13,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,494eb228-a352-46b4-8414-d5805c3c1985,no_churn,0.13782084,0,no_churn,-0.0752083311278693,-0.0122632089416038,-0.0211523302955538,-0.0770379091202266,-0.0461608375981086,0.0404343265788065,-0.0404512169694498,-0.0371866450323796,Female,80,Yes,Yes,Employed,Suburban,High School or Below,1672034400
60,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,d2da4180-4bad-4739-b735-fbe338bea6cb,no_churn,0.010188,0,no_churn,-0.0453446972497477,-0.0030731709419342,-0.0032672805269066,-0.0248227273759948,0.0028969846332802,-0.132579298106502,-0.0317365525828608,-0.0310994099799427,Male,68,No,Yes,Employed,Suburban,College,1672034400
1,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,e5c65010-a176-4421-acbc-eb147db272c5,no_churn,0.37756604,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,33,No,No,Unemployed,Suburban,Bachelor,1672034400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bb9b701c-d8d8-4f38-ac30-3dc80332fa1e,no_churn,0.37736148,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,27,No,Yes,Employed,Rural,Bachelor,1672034400
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,55dfe13a-1c16-4fef-a4aa-b03e231d629a,no_churn,0.13260646,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,52,Yes,No,Employed,Suburban,Master,1672034400
60,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,7d7702f1-2ea4-4121-b77a-fae7936368df,no_churn,0.320296,0,no_churn,0.0802343528476467,0.0018395261358818,0.0361034323980948,0.0868628037617418,0.131966005821423,-0.0393774305574697,0.164826181620083,0.0985189894343602,Male,74,No,No,Employed,Suburban,Bachelor,1672034400
25,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,d97ce102-13b9-41b3-8550-b77c4ad7c247,churn,0.041502774,1,churn,0.118241791454439,0.002553308971801,0.085850902436905,0.0343334186293122,0.01976159994937,-0.0113335082329922,0.0055166621170428,0.0019901556973127,Female,20,No,Yes,Unemployed,Urban,High School or Below,1672034400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6231e48e-a64a-48f5-94f6-a2f7223f4fc7,churn,0.31106657,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,57,No,No,Unemployed,Suburban,High School or Below,1672034400
60,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,9d1c992c-e01f-4c4c-85b5-5db407cf08ab,no_churn,0.010188,0,no_churn,-0.0453446972497477,-0.0030731709419342,-0.0032672805269066,-0.0248227273759948,0.0028969846332802,-0.132579298106502,-0.0317365525828608,-0.0310994099799427,Female,26,No,No,Employed,Urban,High School or Below,1672034400
27,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,d6a18353-316d-4f05-90b8-c00135a598bb,no_churn,0.11575115,0,no_churn,-0.0875176028600253,-0.0030484028305363,-0.0220229728347112,-0.0391958425178745,-0.0831604855490695,-0.0833884913051588,0.0595644112284662,0.0497432346898313,Male,52,No,Yes,Employed,Suburban,High School or Below,1672034400
47,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,f24eda1f-d934-4800-b755-770ff7d418da,no_churn,0.00937339,0,no_churn,-0.0246915737041854,-0.0049898180875061,-0.0122560313874419,-0.0351892286217116,0.0120736412130281,-0.130154756332086,-0.0258770771621493,-0.0479413089911759,Female,78,Yes,Yes,Medical Leave,Suburban,Bachelor,1672034400
50,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ce57c551-5520-4134-af70-a9fef354aba0,no_churn,0.10102505,0,no_churn,-0.136491442632423,0.008783580851832,-0.0117836501591955,-0.0432537830373894,-0.0685075232964572,0.0419145092056169,-0.0282292463399517,-0.0214585967544644,Female,24,No,No,Employed,Suburban,High School or Below,1672034400
28,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,750a9614-ce46-4c5f-9ba2-1a4486e73bd7,no_churn,0.15680191,0,no_churn,-0.0492116590534988,-0.0016168069968625,0.0305785367387579,-0.0079464094880495,-0.0347879914897112,-0.210145549174085,-0.0250783811987094,0.0691821051608531,Male,60,No,No,Employed,Suburban,Bachelor,1672034400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,200bf1b3-a0ae-44a0-abb0-ffc78264edaf,churn,0.41405973,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,42,No,No,Employed,Suburban,Bachelor,1672034400
65,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,b35c520d-1914-40e6-a0f9-adf411eb5559,churn,0.19624215,0,no_churn,-0.104438452222948,-0.0025124595180022,0.0131054511833463,0.012071680509598,-0.140429797129782,-0.120208145043398,0.0383382959194568,0.0450472713993076,Female,66,No,No,Employed,Suburban,Bachelor,1672034400
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,ef10b440-3bcf-44c4-bbc2-71ab03100bc4,no_churn,0.12834503,0,no_churn,-0.1241724139691,-0.0030335594755888,-0.0055186685723492,-0.0437745522532259,-0.0515157054424798,-0.0752980800872137,0.0072403054309597,0.0270465212489216,Male,23,Yes,No,Employed,Suburban,Bachelor,1672034400
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,cf69b4eb-a07d-4feb-b4fd-ad2fd83a3a5e,no_churn,0.0072278659999999,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Female,73,No,Yes,Medical Leave,Suburban,College,1672034400
58,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,0e59af72-a279-45ef-86c0-61191138f719,no_churn,0.010479979,0,no_churn,-0.0642143296639915,-0.0039930228304365,-0.0127502490954702,-0.0239920068867104,-0.0328141427077844,-0.0958436492939654,-0.0142514433894302,-0.0211673087421604,Male,23,No,No,Unemployed,Rural,College,1672034400
15,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,6d59c07a-57d9-4041-8bf5-07753fcd4e79,no_churn,0.01288112,0,no_churn,-0.0004902545775621,-0.00504370478302,-0.02651151598684,-0.025387461348746,-0.046627026986107,-0.132235105765631,-0.0135078347318085,-0.0192232486234206,Male,43,No,No,Unemployed,Suburban,Master,1672034400
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a281dd09-6a4b-4774-adaa-eebfdfaeb9d8,churn,0.8422741,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Male,75,Yes,No,Unemployed,Suburban,High School or Below,1672034400
60,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,c88afaf8-6a63-4b34-aa7d-03285c50c696,no_churn,0.070224635,0,no_churn,-0.0882100145223194,-0.0032519712454541,-0.0024231419657553,-0.0156114408353187,-0.0603992958569915,-0.123425748596674,0.0078923704464386,0.0164030891157381,Male,59,No,Yes,Unemployed,Suburban,High School or Below,1672034400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5b772af-0b95-4aa8-86e4-8212e9219b8d,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,24,No,Yes,Unemployed,Suburban,Bachelor,1672034400
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,926c48db-bd65-4bc6-9159-6d2a4ae41906,churn,0.34524003,1,churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Male,80,Yes,No,Employed,Rural,College,1672034400
52,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e254e067-86ac-4cd9-975d-c99ecec8f268,no_churn,0.021786619,0,no_churn,-0.0627444272883076,-0.0033100902972,-0.011598054291544,-0.0209867781647517,-0.0273816982355947,-0.0659582104227774,-0.0272935137901913,-0.0497533803905298,Male,47,Yes,Yes,Unemployed,Suburban,Bachelor,1672034400
15,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,829238ec-55dd-425f-ad61-5f1855c49988,no_churn,0.01288112,0,no_churn,-0.0004902545775621,-0.00504370478302,-0.02651151598684,-0.025387461348746,-0.046627026986107,-0.132235105765631,-0.0135078347318085,-0.0192232486234206,Male,20,No,Yes,Employed,Rural,Bachelor,1672034400
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7b69ce27-2e4d-4246-a3ba-8f10f9bf9acd,no_churn,0.019092193,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,63,No,Yes,Employed,Suburban,Bachelor,1672034400
52,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,c2140b66-4e07-4ba0-8c04-2f7de5d9b0f3,no_churn,0.021786619,0,no_churn,-0.0627444272883076,-0.0033100902972,-0.011598054291544,-0.0209867781647517,-0.0273816982355947,-0.0659582104227774,-0.0272935137901913,-0.0497533803905298,Female,42,Yes,No,Unemployed,Suburban,Bachelor,1672034400
15,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,1f3b44bf-d351-4a46-b441-2ec2bc5f485a,no_churn,0.01288112,0,no_churn,-0.0004902545775621,-0.00504370478302,-0.02651151598684,-0.025387461348746,-0.046627026986107,-0.132235105765631,-0.0135078347318085,-0.0192232486234206,Male,48,No,No,Employed,Suburban,College,1672034400
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,717ba56b-e314-4826-ba84-009a4fe03304,churn,0.5942211,1,churn,0.212418583823392,-0.0029077581879391,-0.0148756246434732,0.135277356066545,0.0499247837607617,0.141969954456035,0.123748347491855,0.0754182173422123,Male,23,No,No,Employed,Suburban,High School or Below,1672034400
72,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,09ad390a-fb31-4d76-982b-ef601ab3aa51,churn,0.0235015679999999,0,no_churn,-0.150376930023763,-0.0006114068509577,-0.0077777734192659,-0.0086171854674466,0.0265825977026906,-0.166533498268109,0.0274378825557005,0.0408701622270382,Male,56,Yes,No,Employed,Suburban,College,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,4746758b-ecfa-45e1-b10f-aef546ee8d3b,no_churn,0.29085845,0,no_churn,-0.0556355443852589,-0.0023639010211263,0.0273864641249747,-0.0426255785020748,-0.0448108832793423,-0.137085321874793,0.0362796649011761,0.0564956153688581,Female,77,Yes,No,Employed,Suburban,Bachelor,1672034400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8879bedd-af05-48c3-96ff-69b64a368fda,no_churn,0.29721564,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,32,No,No,Employed,Urban,College,1672034400
25,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,d10f9d17-8330-4a2f-96c3-b239732d07e8,churn,0.041502774,1,churn,0.118241791454439,0.002553308971801,0.085850902436905,0.0343334186293122,0.01976159994937,-0.0113335082329922,0.0055166621170428,0.0019901556973127,Male,20,Yes,No,Employed,Rural,College,1672034400
52,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,6f208963-1023-401c-a8ec-2813586b478a,no_churn,0.009470095,0,no_churn,-0.0716382778898196,0.023808867741809,0.0085994414704327,-0.0222821905927548,-0.0197039642690742,-0.161279038054963,-0.0139170380130781,-0.0126139540757594,Female,54,No,Yes,Employed,Suburban,High School or Below,1672034400
50,Yes,No,Fiber optic,Phone_Support,One year,100hrs+,Active,571a8d74-2f45-4c0f-8608-e86689b84186,no_churn,0.17836486,0,no_churn,-0.117793676168076,-0.0026391922770926,-0.0237346018682364,-0.0305417421961465,-0.0015673262243217,-0.131568020383475,0.0175867726065735,0.0312316340304096,Female,65,No,Yes,Employed,Urban,College,1672034400
15,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,6336d64c-5291-4627-9e9f-09af318dff43,no_churn,0.01288112,0,no_churn,-0.0004902545775621,-0.00504370478302,-0.02651151598684,-0.025387461348746,-0.046627026986107,-0.132235105765631,-0.0135078347318085,-0.0192232486234206,Male,52,Yes,Yes,Employed,Urban,Master,1672034400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,72bf97a2-0804-4088-9021-f52b2166439e,no_churn,0.29721564,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,22,Yes,No,Unemployed,Suburban,College,1672034400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,720eae8e-7fea-4dba-94a5-4c51820d2256,no_churn,0.49978432,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,70,Yes,No,Employed,Rural,College,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2171ba53-fff1-4bd5-b2c2-a99a5b532d64,churn,0.45727682,0,no_churn,-0.0505462370853911,-0.0029277705805361,0.10521867760086,0.0210802481099017,0.0946804073655948,0.083835131028436,0.0584578148482614,0.0699732064629643,Male,49,Yes,No,Employed,Suburban,High School or Below,1672034400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,463fe33e-0b97-4d77-a762-c9577842e977,churn,0.82162476,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,74,Yes,Yes,Employed,Suburban,College,1672034400
60,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,afb8b1e6-c546-46e0-85d8-ecb9d91c1bce,no_churn,0.320296,0,no_churn,0.0802343528476467,0.0018395261358818,0.0361034323980948,0.0868628037617418,0.131966005821423,-0.0393774305574697,0.164826181620083,0.0985189894343602,Female,28,No,Yes,Unemployed,Suburban,Bachelor,1672034400
41,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,beea3ec4-6e6d-4bc7-95ec-7e33a72d3b88,no_churn,0.0072863107,0,no_churn,-0.0285046298164706,-0.005767688437827,-0.0153279887547978,-0.0511718165484853,0.0127826425294915,-0.119789273439783,-0.0227019355362426,-0.0385454629293417,Female,27,Yes,Yes,Employed,Rural,Master,1672034400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dc6f7353-49e5-4a71-8a4f-4f26d667248b,no_churn,0.5724168,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,57,Yes,Yes,Unemployed,Suburban,Bachelor,1672034400
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,94863011-66ad-4232-bb77-c5c8a803440f,churn,0.50625175,1,churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,43,No,Yes,Employed,Suburban,Master,1672034400
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,eec8d677-0184-4254-a327-26435a839e21,no_churn,0.027037611,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Female,80,No,No,Unemployed,Suburban,High School or Below,1672034400
19,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3242a8a6-58ea-4c80-8edd-0312456dbc47,no_churn,0.1881466,0,no_churn,-0.103642896339561,-0.0065830017323787,0.0132006501411888,-0.0875727170835216,0.0288324794807067,0.0482433907295671,-0.0695414885655736,-0.071962568357103,Male,29,No,No,Employed,Suburban,Bachelor,1672034400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,30120ef7-be1e-418e-8f9d-50650887c898,churn,0.55395246,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Female,53,No,No,Disabled,Rural,High School or Below,1672034400
10,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,c81fb105-ca6d-4990-b909-0fba37317c31,no_churn,0.46107224,0,no_churn,0.0460403080646665,-0.0055285539328724,-0.0757764175327565,-0.0603714543794967,0.10382538416121,0.0985778895384101,0.0165044223963741,0.0878570300005503,Male,35,No,No,Unemployed,Suburban,Bachelor,1672034400
61,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,85d33039-a951-4ad0-ae34-d86d66bfc53a,no_churn,0.012123607,0,no_churn,-0.0736094557089745,-0.0035267562831541,0.0037659141035146,-0.0194667349642622,0.0049526777179016,-0.141725595918851,-0.0210214199064284,-0.018394781775969,Female,58,No,No,Employed,Suburban,High School or Below,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,53d52fc3-d2db-4b41-acf0-e62f944e2ff4,churn,0.45727682,0,no_churn,-0.0505462370853911,-0.0029277705805361,0.10521867760086,0.0210802481099017,0.0946804073655948,0.083835131028436,0.0584578148482614,0.0699732064629643,Female,72,No,Yes,Retired,Suburban,Master,1672034400
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,050c5399-49ce-4518-8e2e-f85c3f934682,no_churn,0.28760985,0,no_churn,0.0086199272771955,-0.0079596095237502,-0.064171223220801,-0.0746994872398045,-0.183214386294476,0.0436103673145225,-0.0130365739950138,0.0318248311520437,Male,26,No,Yes,Employed,Suburban,College,1672034400
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c30f4bc0-e3f4-418a-8527-8599eabe276f,no_churn,0.13562879,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,48,No,Yes,Employed,Suburban,High School or Below,1672034400
42,Yes,Yes,Low Speed,Web_Chat_Support,One year,100hrs+,Active,0eb52665-dc3f-445a-84f5-fb7aa5f43a61,no_churn,0.19320895,0,no_churn,-0.0868380905722006,-0.0032772398047018,0.0111717549824879,-0.0570865903298909,-0.0097196530510973,-0.177676206181341,0.0644313488217994,0.0599685229531678,Female,65,No,Yes,Employed,Urban,High School or Below,1672034400
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7dc45e0b-9d06-4d9a-9381-9244158b6291,churn,0.42689738,1,churn,-0.0855074103487368,-0.0047453487979873,-0.0689333429359294,-0.0139092446822769,0.0671888745978685,0.0570603162150473,-0.0014632713713035,0.0612832766392784,Male,54,Yes,No,Unemployed,Suburban,High School or Below,1672034400
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0e678121-bfe2-4e20-8502-7a5847d6f42d,no_churn,0.058196574,0,no_churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Female,26,No,No,Employed,Rural,Bachelor,1672034400
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f419c50c-f8f4-4913-bc26-d7ba75d0224b,churn,0.21368487,1,churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Female,22,Yes,No,Unemployed,Suburban,Bachelor,1672034400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,360a84f6-ae31-4d3d-86af-2d58225d4b7b,churn,0.44356212,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,76,No,Yes,Unemployed,Suburban,College,1672034400
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,39ad80cb-67cd-4153-9042-87d4099c41b7,no_churn,0.004617624,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,22,No,Yes,Employed,Suburban,High School or Below,1672034400
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bdc34a3c-2381-45b4-b348-87364472400d,churn,0.36833826,1,churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Female,79,Yes,Yes,Retired,Suburban,Bachelor,1672034400
68,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,3444d5f1-0e71-4a5f-86e0-7f67721d8f4c,no_churn,0.0051869415,0,no_churn,-0.0605235130534674,-0.0030296320164598,-0.0018768588029706,-0.03180907744676,0.0023192669852505,-0.123664203166186,-0.0237302203620311,-0.0267119143491618,Male,61,No,No,Employed,Suburban,College,1672034400
27,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0ad782cc-4716-4309-b1c9-a9d26726aca6,no_churn,0.12502486,0,no_churn,-0.0812344943412244,-0.009735078434478,-0.0323780042249381,-0.0635504752822817,0.007915403977222,0.0417318072154375,-0.0617104302913048,-0.0700648795789857,Male,24,No,No,Employed,Suburban,Bachelor,1672034400
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,22c9d71b-e9fd-4778-b911-783b4045f746,no_churn,0.058196574,0,no_churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Male,42,No,No,Medical Leave,Urban,Bachelor,1672034400
11,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,b976758a-3442-4939-98df-7d147ac1c05c,no_churn,0.041813105,0,no_churn,0.168760589852027,0.145666432528415,0.0647456119257549,0.115527763522114,0.08894748748462,0.0440903698411602,0.0076244342521931,0.0056111644427073,Male,80,No,Yes,Employed,Rural,College,1672034400
49,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,a7d93ec2-e08f-441c-940f-9692b3133952,no_churn,0.026642062,0,no_churn,-0.077347141496939,-0.0036978296821871,-0.0087537034885099,-0.0120731097903626,0.0112372988582137,-0.0485760864457734,-0.041659844608439,-0.0581557354832329,Male,65,Yes,Yes,Retired,Urban,Bachelor,1672034400
25,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,90b36247-999e-4098-9650-43c8e7d3d286,no_churn,0.09676052,0,no_churn,0.0887037356845758,-0.0015222311374054,0.109906805800574,-0.0272521557261097,0.0910706712796309,0.134226476406911,0.120792152753256,0.0917150718395623,Male,55,No,No,Employed,Urban,High School or Below,1672034400
24,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,51a2de0b-f0bc-40a1-8666-1bf057849e51,no_churn,0.019368878,0,no_churn,-0.0232015627077998,-0.0048012511901652,0.0256191027678687,-0.0136285344259704,0.0049176438935501,-0.188709604491251,-0.030812431634331,-0.0384095136678479,Male,28,No,No,Employed,Suburban,Bachelor,1672034400
58,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,a069457f-00af-490b-a246-3a5888b40f57,no_churn,0.010479979,0,no_churn,-0.0467684104948239,-0.0038177836785143,-0.0136703581886558,-0.0159583322316029,0.0180048118054583,-0.105423440630839,-0.034891885291563,-0.0665007543858882,Female,38,No,Yes,Employed,Suburban,College,1672034400
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a1a279e8-50b0-4614-87d4-a8e8c8ceaaa8,no_churn,0.019092193,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,76,No,Yes,Retired,Rural,High School or Below,1672034400
50,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,dee22284-0fa4-45be-9a3c-c5a86049efe0,no_churn,0.0299395839999999,0,no_churn,-0.0705031244751899,-0.0081610562367677,-0.0194693495959836,-0.0297340649818397,-0.0284104678938092,-0.0718682815535885,-0.0216009369630228,-0.0192788694269438,Male,63,No,No,Employed,Suburban,Doctor,1672034400
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,742044f1-a902-4780-b31d-fcd9d595e37e,no_churn,0.32802746,0,no_churn,-0.0447248780351219,-0.0074839051087474,-0.0686371261118665,-0.110122118897066,-0.0588885018081373,0.0428471396804252,0.0061940105401208,0.0117892278284011,Female,59,No,Yes,Disabled,Suburban,Bachelor,1672034400
25,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,46e45f0d-85dd-4ade-b865-90be8f955b73,no_churn,0.09676052,0,no_churn,0.0887037356845758,-0.0015222311374054,0.109906805800574,-0.0272521557261097,0.0910706712796309,0.134226476406911,0.120792152753256,0.0917150718395623,Male,51,Yes,No,Unemployed,Suburban,High School or Below,1672034400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c19f236c-0c91-4a8d-99e1-77a3d5653354,churn,0.41405973,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,51,No,Yes,Unemployed,Urban,Master,1672034400
55,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,bba36666-522e-47a1-96ca-d00e9a1f2bcc,no_churn,0.071687385,0,no_churn,-0.006763271236332,-0.0030139298847097,0.0544795329695898,-0.0517358179749771,0.0053785500978483,-0.13519775002299,0.0626717082201776,0.0651548277607071,Female,72,No,No,Employed,Urban,Bachelor,1672034400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,51e38654-2a5e-4a82-922e-aa801869c1d3,no_churn,0.37736148,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,75,No,Yes,Employed,Suburban,College,1672034400
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,72d6076a-83d3-4ed7-aec7-128a643cf82b,no_churn,0.027037611,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Male,75,No,Yes,Unemployed,Urban,Bachelor,1672034400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,7706f0c5-ba6b-4ed3-8769-efe5fb781796,no_churn,0.24256107,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Male,29,Yes,No,Disabled,Suburban,Bachelor,1672034400
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,3617eb7c-f6e8-4b3e-85e7-79b1a0cfd678,no_churn,0.19924037,0,no_churn,-0.138035017503908,-0.0023476426527849,-0.0009522812419618,-0.0071799573992848,-0.0567688805025591,-0.136265127435727,0.0207174441720962,0.0518053096630501,Female,77,No,No,Unemployed,Suburban,Bachelor,1672034400
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e4d85de1-322a-4dcc-9af6-1ee099a0243d,churn,0.53267264,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,31,No,Yes,Employed,Suburban,College,1672034400
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a5f371b7-6b00-4a5d-bb83-7f76fa338aab,churn,0.48573497,1,churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Male,27,Yes,Yes,Unemployed,Suburban,College,1672034400
21,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8277d422-5312-4eb0-bcfc-e9fa468037fb,no_churn,0.044055704,0,no_churn,-0.058536786772338,-0.0053885930786964,-0.0186938588558859,-0.0613051777694181,-0.0473255809368038,0.0473433416239731,-0.0505139986814629,-0.0546054972642923,Female,77,No,No,Unemployed,Suburban,High School or Below,1672034400
28,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,9d2deaee-c372-4ad2-9b6e-6f2785cd8625,no_churn,0.15680191,0,no_churn,-0.0492116590534988,-0.0016168069968625,0.0305785367387579,-0.0079464094880495,-0.0347879914897112,-0.210145549174085,-0.0250783811987094,0.0691821051608531,Female,56,Yes,Yes,Employed,Suburban,Bachelor,1672034400
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,77d871c3-5b40-4a2d-af22-e1f952979a5e,churn,0.25422207,1,churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,20,No,Yes,Employed,Suburban,Bachelor,1672034400
35,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,53ad3e74-e1e2-4704-8225-c70983e38ac5,churn,0.18306711,1,churn,-0.0646853552244374,-0.0066175471039377,0.0122466670641597,-0.092795147798979,-0.0599035086038429,0.0412202619920754,-0.0286621695522626,-0.0406626844035417,Female,71,Yes,No,Employed,Rural,College,1672034400
14,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,6a64a358-3f50-453e-9ff5-035eca7a0885,churn,0.24240457,0,no_churn,0.0567635467986201,-0.0165060385926335,-0.0243093933650743,-0.0316734138924675,-0.171989609179909,0.0534162976921288,0.0133219795401782,0.0219504830682854,Male,71,No,No,Unemployed,Suburban,College,1672034400
30,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,007f4d82-da00-4c38-a795-5caa1a2e8542,no_churn,0.06333644,0,no_churn,0.0016130088901718,-0.0067902409626185,-0.0055040677390206,0.0091164118966116,0.0173547282547861,-0.174329674516321,-0.0329004687847555,-0.0375858488929225,Male,57,No,No,Employed,Urban,College,1672034400
27,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,7741061e-302e-4abb-b824-e66d471e98a3,no_churn,0.44034022,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Male,73,No,Yes,Employed,Suburban,Bachelor,1672034400
19,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,d7fa7385-e172-489b-9f14-38dc322430a5,no_churn,0.15285276,0,no_churn,-0.0099298946973112,-0.0115990517259342,-0.0615443451982628,-0.0488520786894605,-0.0456956169430986,-0.10555258582735,0.0386293363736922,0.0455180838433079,Male,53,No,No,Employed,Urban,College,1672034400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b41d805-23ad-4da5-bfbb-07f08860d614,churn,0.31106657,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,45,No,Yes,Employed,Suburban,Bachelor,1672034400
71,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,e4c28796-c055-43a1-afa6-f30924ae8ed9,no_churn,0.07571431,0,no_churn,-0.14895636479097,-0.0024948833592497,0.0030947212675437,0.022025407389583,-0.0097609021606103,-0.129983150515754,0.0009694865197616,0.0467938197370676,Male,63,No,No,Disabled,Rural,Master,1672034400
62,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,d72cf703-fb82-4561-a361-717d77340d04,no_churn,0.009914549,0,no_churn,-0.0666649571091375,-0.0033892457135698,-0.0039893277307692,-0.0135390308126397,-0.0138819200552734,-0.144346647418552,-0.0119726944270769,-0.0112423301313629,Female,67,No,Yes,Disabled,Suburban,High School or Below,1672034400
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,f5c02709-fd03-420b-abbb-0b1548259dc9,churn,0.8783869,1,churn,0.0772591359589887,-0.0025102426044759,-0.0526197987393834,-0.0707736881537539,-0.0982798248659219,0.0931854324941787,0.047618488871185,0.0470943472190356,Female,52,Yes,No,Disabled,Suburban,High School or Below,1672034400
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,24d069b8-8b66-434f-b83b-da7bcce55466,churn,0.8422741,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Male,39,No,No,Unemployed,Urban,College,1672034400
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,416f87d5-6b5e-40b7-9096-f483123e1131,no_churn,0.20895386,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,64,No,Yes,Unemployed,Suburban,Bachelor,1672034400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,270934d4-1cb5-4da5-a8ed-4de4c542651f,churn,0.48861662,1,churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Female,57,No,No,Unemployed,Suburban,High School or Below,1672034400
55,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,8b603c65-b4cd-4e66-aa8a-44e4a902ce50,no_churn,0.0343105229999999,0,no_churn,0.0549126732007971,-0.0034860587768889,-0.0008677452850497,0.0404925658965294,0.0714544543905685,-0.0099439326513038,-0.0145335558443002,-0.0170545507068709,Male,27,No,No,Unemployed,Rural,Bachelor,1672034400
65,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,bdf9fdf7-e79f-42fe-a99f-4b7dc2779ca4,no_churn,0.19208772,0,no_churn,0.040183998843031,-0.0004372161513674,0.0743060691603659,0.0465767333294297,0.0247107281143871,0.0380380979421352,0.108877123187194,0.0287183228592766,Female,50,Yes,Yes,Employed,Suburban,High School or Below,1672034400
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1e141bfc-a714-4186-b99e-2e179d017044,no_churn,0.13260646,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,60,No,Yes,Employed,Suburban,High School or Below,1672034400
4,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e5c910af-6f14-42c8-b2bc-3a1acea36770,churn,0.49170482,1,churn,0.0565844949772576,-0.0384390321340288,-0.0198624312734591,-0.15654088108502,-0.0349234252136352,0.0765953340701685,-0.0430581829198399,-0.0466201206458572,Female,62,Yes,Yes,Unemployed,Rural,Doctor,1672034400
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e81284db-f477-4007-9f69-273cc4a0a8d1,churn,0.44867063,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,57,Yes,No,Employed,Rural,Master,1672034400
37,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,df91e230-0d0e-46ca-9202-3fe37c1250e1,no_churn,0.0086097344999999,0,no_churn,-0.0538543203235622,-0.0038018916460532,-0.0121642469306425,-0.0366949386839951,-0.0254483193316082,-0.0987986741920031,-0.0155046122334533,-0.0227591486131495,Female,76,No,No,Employed,Suburban,Master,1672034400
34,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,586f26b3-2b6b-4efc-bc98-74bc71648591,no_churn,0.17199627,0,no_churn,-0.0940123708960891,-0.0084189655765294,-0.0232995847279016,-0.0965672449632074,-0.0274747237415613,0.0320231000933381,-0.033091609169005,-0.0181847528316939,Male,43,No,Yes,Medical Leave,Urban,Master,1672034400
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,657bcc14-8691-4f7c-b221-afb72fcbba4a,no_churn,0.56613785,0,no_churn,-0.1139380356944,-0.0030797238534796,0.0249985583955003,0.0807396198228616,0.0136033561681597,0.0561790157596351,0.0096646733178658,0.0617349601596288,Male,60,Yes,No,Employed,Suburban,Bachelor,1672034400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ff591982-9188-42c2-b404-0b67a1118671,churn,0.90618664,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,67,No,Yes,Employed,Rural,High School or Below,1672034400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8b54d0e9-20fe-4c29-800f-06e933235358,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,70,Yes,Yes,Medical Leave,Suburban,College,1672034400
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,3b7e5047-7fb8-4bc5-8132-072296782e15,no_churn,0.32802746,0,no_churn,-0.0447248780351219,-0.0074839051087474,-0.0686371261118665,-0.110122118897066,-0.0588885018081373,0.0428471396804252,0.0061940105401208,0.0117892278284011,Female,59,Yes,No,Employed,Suburban,Master,1672034400
27,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,4fec09bf-773d-4715-b158-f605c54eb156,no_churn,0.11575115,0,no_churn,-0.0875176028600253,-0.0030484028305363,-0.0220229728347112,-0.0391958425178745,-0.0831604855490695,-0.0833884913051588,0.0595644112284662,0.0497432346898313,Male,41,No,No,Employed,Urban,High School or Below,1672034400
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,a5e58735-5d3c-46bb-9572-ddc869a48916,no_churn,0.32802746,0,no_churn,-0.0447248780351219,-0.0074839051087474,-0.0686371261118665,-0.110122118897066,-0.0588885018081373,0.0428471396804252,0.0061940105401208,0.0117892278284011,Male,72,Yes,Yes,Unemployed,Rural,College,1672034400
61,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,168c3330-cb40-4d0a-b083-588abe69c4b8,churn,0.1016745,1,churn,-0.0549978713900054,-0.001453582594695,0.0072478132502146,0.0106583892359503,-0.0420053579491832,0.0540672790899407,-0.0398403142704955,-0.0427025072487686,Male,61,No,Yes,Employed,Suburban,Bachelor,1672034400
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c57db090-73ac-4540-aac6-92f87ebc599f,churn,0.48964745,0,no_churn,-0.188533242181729,-0.0025654158699398,0.0555521926173241,-0.0671664464710738,-0.0087581406556637,0.0624531298574493,-0.0237903253032163,-0.0377179028497266,Female,79,No,No,Employed,Suburban,Bachelor,1672034400
20,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,19ecc7a5-e04c-4fe4-9273-83304ba078b7,no_churn,0.61918503,1,churn,0.0207102763659258,-0.0045458155577216,0.0362527145149397,0.112074984613591,0.154217822570299,0.134060642853583,0.138782556157512,0.139420673360055,Male,21,No,No,Unemployed,Suburban,College,1672034400
65,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,2b8630c5-e691-49e7-9043-623fb8608248,no_churn,0.19208772,0,no_churn,0.040183998843031,-0.0004372161513674,0.0743060691603659,0.0465767333294297,0.0247107281143871,0.0380380979421352,0.108877123187194,0.0287183228592766,Male,55,Yes,No,Employed,Suburban,High School or Below,1672034400
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2b8d5102-de9b-4393-aebb-88f3b5a82f9e,churn,0.8422741,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Male,56,No,Yes,Employed,Suburban,Bachelor,1672034400
44,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,49893aeb-15ba-49f4-aaae-2d6de93cc6be,no_churn,0.0794971959999999,0,no_churn,-0.0715006883545447,-0.0058775436396899,-0.0066342279131822,-0.003774670369994,-0.0936425720465194,-0.0307188803524786,-0.0269630174565281,-0.01991454968796,Female,51,Yes,No,Unemployed,Suburban,Bachelor,1672034400
30,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,ebe1f686-c56d-4cdc-ae43-76a269875fa4,no_churn,0.14045437,0,no_churn,-0.0663475833603297,-0.0069481005950001,0.0135593780147974,-0.0423585022720908,-0.0647170616118637,0.0839906251689717,0.0618900195813512,0.0452384086682832,Male,74,No,No,Unemployed,Suburban,High School or Below,1672034400
19,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,826411cb-77f4-4d3b-879c-b883163bb030,no_churn,0.1881466,0,no_churn,-0.103642896339561,-0.0065830017323787,0.0132006501411888,-0.0875727170835216,0.0288324794807067,0.0482433907295671,-0.0695414885655736,-0.071962568357103,Male,25,No,Yes,Employed,Suburban,Bachelor,1672034400
70,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,bf5f4dc3-631f-46e1-8a40-1f31bac81ea5,no_churn,0.015929757,0,no_churn,-0.0113372221989175,-0.0020755139468565,0.0157539822228318,-0.0524499804886727,0.0077939884422994,-0.078447404180988,-0.0093799851684525,-0.0105283144199893,Male,25,No,Yes,Employed,Urban,Master,1672034400
3,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6d540d02-eb3f-407f-9d73-bfeca45768d5,churn,0.7710681,1,churn,0.133637620044369,0.105985099303889,0.0401523601869484,-0.0021166778488213,0.0329653735391184,0.113468223795999,-0.0160787661633094,-0.0035949272717152,Female,42,Yes,Yes,Employed,Rural,High School or Below,1672034400
60,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,8ba7f6a5-f909-4ab3-b1ce-e4aa6401ddec,no_churn,0.04735727,0,no_churn,-0.116070465219764,-0.0030762906268137,-0.0146126882080807,-0.0279276599333843,-0.04971320885772,-0.0492867132836181,0.0137684042275213,0.0278924699163872,Male,66,No,Yes,Medical Leave,Suburban,College,1672120800
31,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Active,83f4669a-8362-44e6-8338-680168a7c9a7,no_churn,0.018955793,0,no_churn,-0.0254551988356979,-0.0009659248720709,-0.0512746780427914,0.0046811016293395,0.0750385476789779,-0.166454364816855,0.0158154682188433,0.0695888978102993,Male,38,No,Yes,Employed,Urban,Bachelor,1672120800
53,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,c62b040e-7214-4a69-b4ec-a54a44784a53,no_churn,0.021593792,0,no_churn,-0.0840086204598401,-0.0029575476535319,0.0089726153511128,-0.0464271105000807,-0.0441546488714266,-0.134228283295306,0.023998245059256,0.0297791986265701,Female,32,No,No,Disabled,Rural,High School or Below,1672120800
69,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,8f7d6854-0764-48ce-920f-e1e014129ecc,no_churn,0.018512247,0,no_churn,-0.114794167228256,-0.0070687583127983,-0.0101563936675029,0.0001089223468079,0.030560413782041,-0.18594785010112,0.0368885890137062,0.0413830939397485,Male,49,No,Yes,Employed,Rural,College,1672120800
60,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,140ac827-75e4-45e4-8fa9-14498f7403cc,no_churn,0.012932106,0,no_churn,-0.063792648165072,-0.0031364282019785,-0.0116196676169511,-0.0159410765272514,-0.0631053789998259,-0.162165333356679,0.0276599336541858,0.0230744460644655,Male,21,Yes,No,Employed,Suburban,College,1672120800
71,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,44fe73f8-2aaf-4498-aefa-ee5ef6fd43fd,no_churn,0.015710764,0,no_churn,-0.100174515246945,-0.00233185911502,0.006615314230321,-0.0138882641394593,-0.0436818959489573,-0.157424173275276,0.0082521913047821,0.0336070495665353,Female,64,No,Yes,Unemployed,Suburban,College,1672120800
69,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,3c4e92c9-16c8-41e8-aaa5-8ec6b990c5ad,churn,0.16580732,1,churn,0.0006079826347649,-0.000113076333364,0.0294308490619096,-0.0191666669170535,0.0657926806116575,-0.0965622372958114,0.0990181336576006,0.0819661881068532,Female,53,No,Yes,Employed,Suburban,Bachelor,1672120800
8,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,df748ae2-b38e-4c15-bafb-74e363698792,churn,0.22635081,0,no_churn,0.167798448663598,-0.0045501351907114,-0.0230640199330446,0.0445721351316933,0.204606729975276,0.133470180540353,0.109373812351168,0.098766702294979,Male,53,Yes,No,Employed,Suburban,College,1672120800
72,No,No phone service,Low Speed,In_Store_Support,Two year,<50hrs,Active,32c75873-d5b6-4231-a36d-87f11456cc93,no_churn,0.0043752934,0,no_churn,-0.107208234883572,0.0016271913657533,-0.0054301407339039,-0.0151995822920866,-0.0387773012764068,-0.139399855138686,0.015016256572087,0.0203455138034905,Female,32,No,No,Employed,Suburban,College,1672120800
63,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,3c7b79db-d3c6-40d8-9fe5-e07ad86b58c2,no_churn,0.0070593017,0,no_churn,-0.097822895759873,-0.0028459703676708,-0.005355624713311,-0.0169381655560755,-0.0519068309181602,-0.141738962999043,0.0249661495644431,0.022616146666096,Female,25,No,No,Employed,Suburban,College,1672120800
30,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,5c2d91af-5bcf-402d-9343-ffa707b4f253,no_churn,0.11415629,0,no_churn,0.0142673495803546,-0.0025777754826776,0.0378340954957775,0.0087624567103375,0.132239142425933,0.0993180492926876,0.0955568458733569,0.0955736931109004,Male,32,Yes,Yes,Employed,Suburban,Bachelor,1672120800
12,Yes,Yes,Medium Speed,In_Store_Support,One year,<80hrs,Active,d857a2da-8dbf-4b3a-a6c1-f86fab57fce8,churn,0.18086925,1,churn,-0.009543513254689,-0.0057606109151674,0.010992209271144,-0.0842453965193726,-0.0295111709202774,-0.152264655689896,0.0052857102991401,0.0260212737616939,Female,80,No,Yes,Employed,Suburban,College,1672120800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,d658492a-f536-4112-92fa-03e18d9566a5,no_churn,0.005170811,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Female,38,Yes,Yes,Employed,Suburban,College,1672120800
72,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,df18e98f-d312-41ac-bb32-ca785b704f2a,no_churn,0.0048564076,0,no_churn,-0.135546112551328,-0.0023418168040279,-0.0113885953962926,-0.0057534310806568,0.0281369993174576,-0.19153876407885,0.0243516217762316,0.0450539473041317,Female,23,No,Yes,Employed,Suburban,High School or Below,1672120800
37,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,7f5ae9d5-7916-4a27-a7a3-9fbcb3b43a26,no_churn,0.13875955,0,no_churn,-0.0494189742056278,-0.0004699206872101,-0.0432875855526526,-0.0328490095556117,-0.0636792707403947,-0.0072828886157003,0.0669757477910025,0.0588190865357773,Female,54,No,No,Retired,Suburban,Bachelor,1672120800
7,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,aeccecb0-1ef4-4851-9857-d23b391dbdfa,no_churn,0.20402403,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Male,61,No,Yes,Employed,Suburban,High School or Below,1672120800
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,6817ac85-184c-4765-9454-aed7a56544e1,no_churn,0.00220228,0,no_churn,-0.060909831760207,-0.0033528289024252,-0.0134118458446869,-0.0237633878272936,-0.0134241130093187,-0.128530615130305,-0.0111662410963981,-0.0144672897335112,Female,29,No,Yes,Employed,Suburban,Bachelor,1672120800
14,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,0f0ff330-2a15-4d22-8daf-611c73bfa1e7,no_churn,0.0510964,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Female,40,Yes,No,Unemployed,Suburban,Doctor,1672120800
64,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,c1899cd7-5f87-4e17-9fad-b184618b7206,no_churn,0.009431998,0,no_churn,-0.0589658081083143,-0.0029895495367782,-0.0120161123949856,-0.0107095201551783,-0.018520590750486,-0.113896895270991,-0.0214715033647735,-0.0284561735599345,Male,73,No,Yes,Medical Leave,Rural,College,1672120800
66,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,3e399c5c-8faf-4ef2-a9d4-5751f75914dd,no_churn,0.0219183079999999,0,no_churn,-0.0371482174233278,-0.0034814673604705,-0.0217163035766498,-0.026250172356431,-0.0003833194262188,-0.121645722825324,-0.0277404273670436,-0.0306605226908322,Female,43,No,No,Employed,Suburban,Master,1672120800
63,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,3346c0b0-4007-4986-bf11-7fd518824747,no_churn,0.015991235,0,no_churn,-0.0145077177732127,-0.0024202221829909,-0.0030500497964567,-0.0069757340720843,-0.0019836758458041,-0.212513817681411,-0.0113534702052493,-0.0162214630638663,Female,29,Yes,Yes,Employed,Suburban,High School or Below,1672120800
57,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1b2e5167-31e3-4b77-809b-cc4c89285b44,no_churn,0.061627015,0,no_churn,-0.0870865560679067,-0.00899535584771,-0.0009985679026613,-0.008585404789992,-0.104083207631329,0.0096851923695703,-0.0346364420822465,-0.0243258106754365,Male,35,Yes,No,Employed,Suburban,Bachelor,1672120800
24,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e7d9b4ee-e34e-4a73-9787-f1dd416a1525,no_churn,0.08025415,0,no_churn,-0.123277576174469,-0.0079211679092259,-0.0407737789858583,-0.0241490260467071,-0.0435980423562978,0.0297547843824395,-0.0328542890896187,-0.0262070555709397,Female,66,No,No,Disabled,Suburban,College,1672120800
12,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9aa1157c-59ca-49c0-baad-eb4215c9a0df,no_churn,0.14368337,0,no_churn,-0.0377496964144529,0.0527225366956918,0.0103108123706579,-0.0492400061597982,-0.0284174738916135,0.045882354728501,-0.0456180262181078,-0.046916652051409,Female,54,No,Yes,Employed,Urban,College,1672120800
63,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,a43987f2-441b-4f38-9d89-13f6851fd7c9,no_churn,0.03150392,0,no_churn,-0.0589665858912758,-0.0064716514757856,-0.0147660397440631,-0.0220289096998931,-0.0129399914829718,-0.114699068351265,-0.0193074730861462,-0.0198464311591033,Female,39,No,No,Disabled,Suburban,College,1672120800
40,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,104d767a-ca03-4db5-afe9-6b05ae9c7e9b,no_churn,0.11446052,0,no_churn,-0.102533964798067,-0.0103473224853405,-0.0114729953829737,-0.0159916613543646,-0.0229190302691131,0.0412788597637063,-0.022077031825338,-0.0249630044758305,Male,59,No,Yes,Unemployed,Rural,College,1672120800
22,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fd15ca40-a652-405a-8501-0156ba42b4a0,no_churn,0.09492137,0,no_churn,-0.0318906842248088,-0.0056170250121795,-0.0771589323157058,-0.0837868756900388,0.0014283903831892,0.0613385801962522,-0.0185845997920841,-0.0114216693898561,Female,69,No,No,Unemployed,Rural,High School or Below,1672120800
29,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,f20e715c-9d10-4a01-b612-2b4e50d828fc,no_churn,0.04746824,0,no_churn,-0.0488694246503928,-0.0053383842278526,-0.0086982261560297,-0.0245952629588464,-0.0363460620176192,-0.0897933135309722,-0.0258733030636904,-0.0295121752665545,Female,68,No,No,Employed,Rural,High School or Below,1672120800
63,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,0a2ad6df-0d23-434b-985c-2f7e599d71f6,no_churn,0.009869943,0,no_churn,-0.0948130684298666,0.0089586930944551,-0.000313915275974,-0.0140336732587093,0.0049365862332433,-0.132727517775338,-0.021443628046436,-0.0195896302550227,Female,28,No,No,Disabled,Suburban,High School or Below,1672120800
13,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,83f2f631-6db0-4821-8003-a7ac336b156e,no_churn,0.020367213,0,no_churn,0.0691769518642104,0.0866836971193333,0.0304642143367163,0.0412585105026846,0.0585766567219616,-0.210325792177791,-0.0134075326125457,-0.0214528531160794,Male,35,No,No,Disabled,Suburban,Master,1672120800
8,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,ab47ccf9-2347-468a-9395-5ceb95a485ec,no_churn,0.06885796,0,no_churn,0.0204132362074597,-0.0061766518538388,-0.0130399575868068,-0.0491480760438025,0.0146964868537361,-0.153462283052058,-0.0331055251016732,-0.0375367150154397,Male,55,No,No,Employed,Suburban,College,1672120800
45,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,6531ef3f-9ef9-4164-b7b1-9feea1a7fc63,churn,0.084995545,1,churn,-0.0761256674685046,-0.0046057351200215,-0.0155456167086504,-0.0304727987810656,-0.0191670066108326,-0.0572426021131832,-0.0348232826571802,-0.0310434424330105,Female,49,No,No,Unemployed,Urban,Bachelor,1672120800
26,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ae45f23e-e2fd-4190-8a4f-dd4952630b3e,no_churn,0.12962185,0,no_churn,-0.0085111992862312,0.082948087692057,0.0113804933782194,0.0125098586969306,0.0384942433564174,0.0998310530903563,-0.0018787171266194,0.0062000345841988,Female,25,Yes,No,Employed,Suburban,College,1672120800
59,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,7ecfa58b-2981-45ad-8f9f-ecbfe7ff55e4,no_churn,0.1923591,0,no_churn,-0.197360863637778,-0.002767143945457,-0.0435968070143462,-0.0231245688281615,0.0365221828849826,0.0396152473942129,0.0089068711557047,0.0577789281986406,Female,78,No,No,Employed,Suburban,College,1672120800
29,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,fa6e218f-71d3-4f6a-9876-fa5b31939aa6,no_churn,0.14871764,0,no_churn,-0.0246372616973394,-0.001135528180921,0.0214921696341662,0.0208578051567656,0.0944311061706503,-0.167839449221301,0.0798914607221649,0.0797587854696939,Female,73,No,Yes,Unemployed,Suburban,Bachelor,1672120800
56,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,cebe5d98-cf8f-4ea2-94b8-1944f426babb,no_churn,0.26227215,0,no_churn,0.119123442370092,-0.0005485413189308,0.100458844103377,0.0856967547007479,0.125843925013241,-0.0537131841759855,0.070076840149486,0.0458453057215228,Male,23,No,Yes,Unemployed,Urban,College,1672120800
72,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,bb4ba297-f753-4d80-b426-3de81a8f4f1c,no_churn,0.010539031,0,no_churn,-0.165987036184338,-0.0023189642900251,-0.0066093733330308,-0.0407731079337099,0.0351333722196432,-0.137707391752365,0.0348892821759682,0.0443470670829629,Male,23,No,Yes,Unemployed,Urban,Bachelor,1672120800
30,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,bbab5ca2-41f3-49d4-b3d7-a66a922c146b,no_churn,0.23230115,0,no_churn,-0.0928510937132523,-0.0063289555214942,-0.0268104177596615,-0.0313209396231104,-0.0851406955915445,-0.0848691456806591,0.0311469441088775,0.0371481509971818,Male,38,Yes,Yes,Medical Leave,Suburban,College,1672120800
70,Yes,No,Medium Speed,Phone_Support,Two year,100hrs+,Active,453637a2-6f5b-49c5-8c9e-8b5d64bb0131,no_churn,0.03618792,0,no_churn,-0.123537956723985,-0.0019271780825056,-0.0019322848024057,0.0097702124129318,0.0530200453459838,-0.168287867041545,0.0451776909508771,0.058691187555969,Female,41,Yes,Yes,Unemployed,Suburban,Master,1672120800
61,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,3e2ec1ca-60cf-4eb6-977b-8b143d093a60,no_churn,0.08011315,0,no_churn,-0.0244134243510734,-0.0013294961083011,-0.0257774826855211,-0.0081008674272015,0.0673491087640377,-0.0982685780951715,0.0500988381885054,0.0614157529990461,Male,34,No,No,Employed,Suburban,Bachelor,1672120800
62,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,68c45eff-7dd3-4f0b-8a93-6c09cd7e51de,no_churn,0.17616181,0,no_churn,-0.13410525459567,-0.0050508180780889,-0.0072237392042734,-0.0225697597759153,-0.0773097729665823,-0.0644887792568715,0.0251562766993765,0.030851408516969,Female,38,Yes,Yes,Employed,Urban,Master,1672120800
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,465312d5-a162-4505-99b9-1799539856ec,no_churn,0.07263483,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Male,43,No,Yes,Unemployed,Suburban,High School or Below,1672120800
72,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,d766ea7e-0431-4e0a-bc06-3ecc1409dd4b,no_churn,0.007962492,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Male,72,Yes,Yes,Employed,Urban,Bachelor,1672120800
43,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,36c61654-0f6f-490e-b9b0-c9eb5371ec6d,no_churn,0.20595025,0,no_churn,-0.0788190474019666,-0.0036893035421235,-0.0434751761479583,-0.0780760105871559,-0.0929488659418893,-0.048422244526464,0.0315688491842956,0.0481689808347709,Male,20,No,Yes,Employed,Suburban,High School or Below,1672120800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,3443fbbd-4d53-456e-b252-f7238829b886,no_churn,0.0057440046,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Female,39,No,No,Unemployed,Suburban,Bachelor,1672120800
67,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,d5d9a2de-9803-4037-96e5-c70e8c32c198,churn,0.1931214,1,churn,0.0808349499303494,0.0018858826216091,0.0930913855724156,0.129221709850262,0.0966268249489712,0.0103290945829576,0.134300371455129,0.114683642662312,Female,70,Yes,No,Employed,Suburban,Bachelor,1672120800
28,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,d92659d6-7fbb-4e4f-bd40-3578fd48f95e,no_churn,0.25147346,0,no_churn,-0.101526093562752,-0.009658033100386,-0.0382190579466259,-0.0400799105004262,-0.0793578412892384,0.0294532613352021,-0.0148080507419581,0.0251695747690973,Female,69,No,Yes,Unemployed,Urban,Bachelor,1672120800
38,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,79542c1c-f264-4dd8-b967-26fa8c41119f,churn,0.6125537,1,churn,-0.0456995648074189,-0.0104366627396302,-0.0031105548633422,0.001444147480015,0.0093202579541502,0.0972317817853036,0.0748986463761411,0.0561959320765072,Female,68,Yes,No,Employed,Suburban,College,1672120800
50,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,bd587359-8c55-4418-b700-50419b8a95de,no_churn,0.19032086,0,no_churn,-0.0858322118093838,-0.0020607548352199,0.0155154117004076,0.050640581763364,0.045311682596166,0.090737888354015,0.0002622751576654,-0.0136010208192601,Female,59,No,Yes,Employed,Suburban,College,1672120800
68,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,bbbf8d55-16f2-4743-acb9-b46a271704e9,no_churn,0.078268945,0,no_churn,-0.0867851845105997,-0.0019234627147307,0.0350182561187466,0.0392616235499463,0.0227122678164232,-0.177754873459307,0.052611723698119,0.0578335009146485,Female,58,No,Yes,Unemployed,Suburban,College,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,3bfec11a-9702-4ea6-8b72-b638d4721fad,no_churn,0.006020785,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,69,No,No,Unemployed,Urban,College,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,678a7fd8-687a-4dc2-8dac-22701d6f7337,no_churn,0.0151853039999999,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Female,22,No,No,Unemployed,Urban,Master,1672120800
64,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,07ea4d46-5d59-4128-b1a3-7225e04c349b,no_churn,0.0926274659999999,0,no_churn,-0.210739567261917,-0.0094767428329214,-0.0090569497002707,-0.0076731161124689,-0.0264145689146607,0.0226340482434579,0.0127819906836339,0.0189187541287901,Male,59,Yes,Yes,Employed,Rural,High School or Below,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,878b8a4e-03dc-428b-b50b-35604de2b377,no_churn,0.0063888235,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Female,70,No,Yes,Unemployed,Suburban,Bachelor,1672120800
45,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,3591eacb-8705-4891-85cb-e871683cb541,no_churn,0.34737182,0,no_churn,-0.190763425151245,-0.0044461680174208,0.0491932873454698,0.0314267599358208,0.0346460786396892,0.0762114950150316,0.0440372986819511,0.0155494818123406,Female,38,Yes,Yes,Employed,Suburban,Bachelor,1672120800
58,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,83c1dc83-a91d-4d9e-a1a5-0eb9f20bcf5c,no_churn,0.20043164,0,no_churn,-0.110109736188497,-0.0053637347964831,0.0025692538297607,0.081504481676493,-0.0194357546839273,-0.0282147148728836,0.0307523539860903,0.0592717033979715,Male,26,No,No,Unemployed,Suburban,Bachelor,1672120800
67,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,ab3b9e97-1bd3-435e-9cc0-38e0d8bf5e7e,churn,0.45472875,1,churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Male,26,No,No,Unemployed,Suburban,College,1672120800
61,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,8225fe18-7e58-458a-a4e3-577ce275bfcf,churn,0.18526228,1,churn,-0.12932293108619,-0.0022265585201967,0.0151309322375891,0.0189455304099738,0.0002197802953924,-0.105023051399676,-0.0129015949866334,0.0361517427577746,Female,71,No,Yes,Unemployed,Suburban,College,1672120800
62,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,bb889a5d-f56b-46a9-a431-51c4bce29e94,no_churn,0.1445284,0,no_churn,-0.189459374015714,-0.0032801510349963,-0.0200520084969684,0.0188982408194351,-0.0288172744769508,-0.0572927511001398,-0.01192155396835,0.0228987190808038,Female,33,No,Yes,Employed,Suburban,High School or Below,1672120800
56,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,a551250a-e764-43b5-b32a-b1da5b5c425c,churn,0.48251778,1,churn,-0.0313889850353825,-0.0038548623716815,0.0238667923539378,-0.068328064046409,-0.0314069066391857,-0.200471930524018,0.052375301203383,0.0401825008575178,Female,79,No,No,Medical Leave,Rural,High School or Below,1672120800
17,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,7cec19b3-0c6e-4ace-9938-ef9063bc5ba5,no_churn,0.13265264,0,no_churn,-0.0286499882333873,-0.0027371439836588,0.0058147487690894,0.0223801652691145,-0.0476055711835624,-0.0927879925123443,-0.0290712124570472,-0.04636915775749,Male,80,No,No,Unemployed,Rural,College,1672120800
16,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,f8cca605-58c8-4b31-8e01-66fbb1377c58,no_churn,0.3999332,0,no_churn,-0.021987721658661,-0.0070758366350128,-0.0301521852991209,-0.014727035695887,-0.15025203039113,0.0576313395317356,-0.0219344504003856,-0.0463615638732335,Female,36,No,Yes,Unemployed,Suburban,Master,1672120800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,6fa6ba0f-a316-450b-bee3-a4df201f9ddd,no_churn,0.016193518,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,34,No,Yes,Employed,Suburban,High School or Below,1672120800
1,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,13fd79be-54f5-4ebf-93ac-cd11593a2c85,no_churn,0.40012962,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,50,Yes,Yes,Employed,Urban,Bachelor,1672120800
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,f3f25a3a-6735-4f37-95a2-d18804b4171c,churn,0.4744063,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Female,25,Yes,No,Unemployed,Suburban,College,1672120800
18,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,9185ac5e-08c3-41d9-a30c-8ce3235d3cf9,churn,0.5066254,1,churn,-0.144106594039345,-0.0069563935643236,0.0208932934029508,0.0566376757198304,-0.141014060903658,0.0413334228862504,-0.0436722907320472,-0.0421412039242477,Female,35,No,Yes,Unemployed,Suburban,College,1672120800
30,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,f38b9119-a03c-4750-9857-904df05ddcbb,no_churn,0.22246218,0,no_churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Male,22,No,Yes,Disabled,Suburban,Bachelor,1672120800
41,Yes,Yes,Medium Speed,Phone_Support,One year,100hrs+,Active,23463ac8-1807-4fb6-bf4f-0bb0751de5fe,no_churn,0.0923366,0,no_churn,-0.0513102888676257,-0.0010020907052967,-0.0427859526726479,-0.0567416321517703,0.0471430094448169,-0.15883206804504,0.0507986201023231,0.0637042513343112,Female,48,Yes,No,Employed,Suburban,College,1672120800
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,09d498ff-24bd-4e50-98a5-1195de828ca8,churn,0.6871353,1,churn,0.272129042711895,0.084873608744333,0.0269382227957339,-0.054536029089395,-0.0360109007597748,0.14961993765723,0.117654390186963,0.0603055791946826,Female,39,Yes,Yes,Employed,Urban,College,1672120800
55,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,2b0ca505-0a71-4d21-a26b-aede52ee942e,no_churn,0.013721145,0,no_churn,-0.0157702081028764,-0.0005964035299984,-0.0103387701204792,-0.0026073964134957,0.0669311652228862,-0.163589736173835,-0.0127360913193115,0.0596812890568617,Female,51,No,Yes,Employed,Rural,High School or Below,1672120800
2,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,a00192d6-1f8c-4dfb-87e2-081414b154f8,churn,0.79258573,1,churn,0.263001910432763,0.0287920682697858,-0.0027866085741698,0.0039993574636855,0.0765503451269614,0.167909047897019,0.0629464566037677,0.0567279374524878,Male,65,No,Yes,Unemployed,Suburban,High School or Below,1672120800
23,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,38f79e1e-2876-426b-8147-8a97484e85a9,no_churn,0.112379014,0,no_churn,-0.0745189720437429,-0.0055318957976487,0.0157212343301671,-0.0333736478910213,-0.14542712420669,-0.0435744749946934,0.0170177880259507,0.0239942724085176,Female,71,No,Yes,Disabled,Rural,College,1672120800
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,9b149b6e-ccb3-4044-96f3-d22d269224e1,no_churn,0.003966957,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,33,No,Yes,Employed,Suburban,High School or Below,1672120800
57,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,8d8b8880-0bdd-4133-be59-3a133b4f956a,churn,0.15924539,1,churn,-0.0528205772099681,-0.0013060535931072,-0.0757281370578493,-0.0100195712718959,0.0344151302844147,-0.138156411615055,0.0567348507799397,0.0578546206502323,Male,70,Yes,No,Employed,Suburban,High School or Below,1672120800
21,No,No phone service,High Speed,Phone_Support,One year,<80hrs,Active,17f8c22c-5f1a-4513-a28b-c9bc6c34ce4b,churn,0.1740092,1,churn,0.0309169359985003,0.0450625764849724,-0.0019016532007321,0.0159032823134793,0.0179092649931499,-0.0746547663286582,0.0571439931101576,0.0639275522967773,Female,70,No,Yes,Employed,Suburban,High School or Below,1672120800
24,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,fa93ced7-6cff-4a77-94aa-400b06d3150e,churn,0.40761328,1,churn,-0.0759275947671312,0.0763122704994066,0.0214895108820655,0.0336147048613565,-0.0831254811478265,0.0750210141228444,-0.0125826357454025,0.0261720602259811,Male,22,No,Yes,Medical Leave,Urban,High School or Below,1672120800
4,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,e66816c3-1889-4290-820a-d2c1a3ed26df,no_churn,0.30507946,0,no_churn,0.0210787194778436,-0.0083606191395847,-0.0551352448572197,-0.0824523285431496,0.0700454203084154,0.097572960549005,-0.0157642115430644,0.002905816921193,Male,62,No,No,Medical Leave,Rural,Master,1672120800
44,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,971c4fe9-f35b-41f3-9256-8891b2e276b8,churn,0.0347218,0,no_churn,-0.0660242061842745,0.0168996715682533,0.0035906966145103,-0.0153761917220981,-0.0487964540489019,-0.193380534643957,0.0138454649880031,0.0302153995912522,Male,52,No,No,Retired,Urban,Bachelor,1672120800
61,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,77a98e36-b552-4ad3-802f-435700a31d39,no_churn,0.008168853,0,no_churn,-0.131883343702366,-0.0019545982222189,0.0033941917080301,0.0322616595415638,0.0562112271140176,-0.212027690727918,0.0693383027166419,0.0564674330232082,Male,27,Yes,Yes,Employed,Rural,Bachelor,1672120800
30,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,4fc02655-33d4-4ab3-a890-8abadfad79b2,no_churn,0.05392978,0,no_churn,-0.0562411148243245,-0.0042402631707955,-0.0084727677291175,-0.0561780560589522,-0.0201933888560051,-0.0865962143123943,-0.0161063521022879,-0.0209979944481665,Female,78,No,No,Employed,Rural,College,1672120800
13,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,202da0c6-54bd-4fcf-9fcb-fad5d80c45be,no_churn,0.06290866,0,no_churn,-0.0223668328954408,-0.0068202292076603,-0.0311324348643302,-0.0380950325138837,-0.0277047287854929,-0.0769486298771426,-0.0288049642193618,-0.0371533000147246,Female,61,No,Yes,Employed,Urban,Master,1672120800
5,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,401acf0a-46df-4e17-b98d-82f77f4f8f41,no_churn,0.092363514,0,no_churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Female,39,No,No,Employed,Rural,Bachelor,1672120800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fe820e7c-909e-4287-97d2-23a2979ea063,churn,0.3720688,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,61,No,Yes,Employed,Urban,High School or Below,1672120800
20,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,8702a52d-067b-442f-8e25-c4c1fa27918e,no_churn,0.014757845,0,no_churn,-0.0277230174860414,-0.0062863649329119,-0.0210516874398308,-0.0355808767229609,0.0077307285200549,-0.105714166172584,-0.0350421429370362,-0.0453586260464726,Female,41,Yes,Yes,Employed,Suburban,High School or Below,1672120800
22,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,c3d4dded-eab0-4b46-a5e5-76df8d599051,no_churn,0.0111683639999999,0,no_churn,-0.0147181575871309,-0.003180925831366,0.0172969040250245,-0.0097395439219872,-0.0115055044971632,-0.178141125819566,-0.033105819789489,-0.0359319783648607,Female,47,No,Yes,Employed,Rural,Master,1672120800
11,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c87da4cf-a999-41e1-b213-a828edb701ac,no_churn,0.38020772,0,no_churn,-0.0807684935628367,0.0582633451589936,0.0188401678534319,0.0031635097170601,-0.0748820865878406,0.0623253044673038,-0.0172503931766823,-0.0187175026901422,Male,30,No,Yes,Unemployed,Suburban,College,1672120800
12,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,c29efabb-8df2-49bc-9163-a7a48c0ed8d7,no_churn,0.03785342,0,no_churn,-0.0127591734741417,-0.0055684863253554,-0.0263619211121113,-0.0990461731664891,-0.0043921260461866,-0.028816339888117,-0.0191123138608236,-0.025396021713218,Female,80,No,No,Employed,Suburban,Bachelor,1672120800
58,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,c79eb85b-f881-4e4a-81ee-313cf65375f6,no_churn,0.015239881,0,no_churn,-0.0490711237454888,-0.0037533832783992,0.0110059088357593,-0.0064448266518229,0.0207068102628727,-0.167948772302188,-0.0348461329441488,-0.0386746317874349,Female,45,No,No,Unemployed,Suburban,Bachelor,1672120800
13,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,756298a8-36ad-4d25-b70f-2f039e1cab2c,no_churn,0.01382726,0,no_churn,-0.0223549686278965,-0.0057196002006821,-0.0211046914830603,-0.0353130118183435,-0.0306617374135112,-0.113542735928486,-0.0189171497459938,-0.0214122573034001,Male,29,Yes,Yes,Disabled,Suburban,Bachelor,1672120800
62,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,c4fc0385-558d-4cf3-9444-73a9d5dedd1c,no_churn,0.014374261,0,no_churn,-0.0721433513571264,-0.0068958472197346,-0.0109687217491909,-0.0207075248108594,-0.0215711403073919,-0.0698899439729666,-0.0200244039181234,-0.02682521922874,Male,42,Yes,No,Unemployed,Suburban,Bachelor,1672120800
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2b18ea94-d0e1-44a1-8f90-d024528d0b80,no_churn,0.111065745,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,39,No,Yes,Employed,Suburban,Bachelor,1672120800
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6cae5e0b-780f-4f82-b1a2-63c0128f033a,no_churn,0.18520892,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,79,Yes,Yes,Retired,Suburban,Bachelor,1672120800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2b6387c4-b5d4-449d-be83-27505334a8f8,churn,0.54257977,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,66,No,No,Disabled,Urban,Doctor,1672120800
34,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,a2f2b1dd-c05a-4d91-a3a3-5cfb7b72106f,no_churn,0.010450351,0,no_churn,-0.0396847485932266,-0.0039533291580119,0.0038529909394674,-0.0480237291268167,-0.0473846433031394,-0.103738117076573,-0.0148489467984472,-0.015245628975208,Male,24,Yes,No,Employed,Suburban,High School or Below,1672120800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,539dc64d-c9bf-44b9-aaac-81c101eec939,no_churn,0.44997945,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,67,No,No,Employed,Suburban,Bachelor,1672120800
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,641db93e-dc3d-4ea4-a0bc-f89597c6b278,no_churn,0.15659776,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,64,No,Yes,Employed,Rural,College,1672120800
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f6fec4bd-95ba-4dda-ba5a-c3bd19deb4cf,no_churn,0.145459,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,42,No,No,Employed,Suburban,High School or Below,1672120800
31,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,dd4de69a-c7d7-4d03-8428-bf13b2370441,no_churn,0.0070790993,0,no_churn,-0.0224551566206719,-0.0037269146157268,-0.0582529080197855,-0.0203960283958258,0.0019453063087166,-0.105653218842854,-0.0237518697606174,-0.036735363024909,Male,34,No,No,Employed,Urban,Bachelor,1672120800
19,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c8163657-7c12-4d60-9997-3019ec0b630e,no_churn,0.15387866,0,no_churn,-0.0972297020642236,0.0260178126096252,0.0015886161860817,-0.0636634817881258,-0.0639498280274165,0.0443135354012156,-0.0465870244778034,-0.0695160806118565,Female,77,No,Yes,Employed,Suburban,High School or Below,1672120800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,82428d5f-2d30-42f4-86ad-f65f9743cbe6,no_churn,0.19068243,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,65,No,Yes,Unemployed,Rural,College,1672120800
26,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,7188f14a-f848-4983-a33a-eba581f75e36,no_churn,0.0210413279999999,0,no_churn,-0.0593413179828257,-0.0057032763827419,0.0127476879499909,-0.0517763307015957,-0.0274930649224324,-0.0906718023529992,-0.0164921937923281,-0.0227958542601845,Female,64,Yes,Yes,Unemployed,Rural,Bachelor,1672120800
27,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,f3631009-0667-4b32-85f5-dd0c73f20ac1,no_churn,0.016077442,0,no_churn,-0.0505068402271535,-0.0041446163534419,-0.0135870394894845,-0.0421614682543713,-0.0342540674922383,-0.0909859276944189,-0.0159858613620963,-0.017400330144369,Female,33,Yes,No,Employed,Suburban,Bachelor,1672120800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a5bc488a-66b2-4a95-8dcc-e81385d3c888,no_churn,0.17727882,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Male,25,Yes,Yes,Employed,Suburban,High School or Below,1672120800
12,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a4de883d-55d2-4c29-9982-ab649f6dbe6b,no_churn,0.13609801,0,no_churn,0.129340451116805,-0.0007527609899625,0.0555373506650903,0.0358372843839606,-0.0415986298340703,0.0913064187683357,-0.0147094388828736,-0.0172884083503413,Female,71,No,Yes,Employed,Rural,College,1672120800
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b80f0068-f210-4608-bc97-16438ac5f910,no_churn,0.058196574,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Male,64,No,Yes,Employed,Suburban,Bachelor,1672120800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fd32d27d-6360-4de3-88f3-abc3a8d3688c,no_churn,0.53271234,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,54,No,Yes,Employed,Urban,Bachelor,1672120800
9,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,ae2a1758-d598-4204-88ca-485dd301260f,no_churn,0.029129315,0,no_churn,-0.0031217372292121,-0.0162599645337468,-0.0190538707028281,-0.039652913058826,-0.0213619640944853,-0.0714291922850952,-0.0262544187456387,-0.0335587564965226,Male,74,No,Yes,Employed,Suburban,College,1672120800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c17ef585-9b75-4ad6-a091-a4c5cc5e0ddd,no_churn,0.33879265,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,63,No,Yes,Retired,Urban,College,1672120800
18,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fd32d6f4-dd5c-454d-9ddd-a0ebccb00f0f,no_churn,0.14776835,0,no_churn,-0.0770482815335526,-0.0103540651961702,0.0426103127040914,-0.0113529612705406,0.0562084179869452,0.0726923030066518,-0.0608303014425655,-0.0609515746185025,Male,30,No,Yes,Employed,Suburban,Doctor,1672120800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,55ea768a-aa2c-4901-bc36-3e4853b78c22,churn,0.27904657,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,62,No,No,Employed,Suburban,Master,1672120800
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,971b622a-3a9f-4d64-9c59-5b5cb5dcf00f,no_churn,0.10200392,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,22,Yes,No,Employed,Suburban,High School or Below,1672120800
55,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,0aeec8e8-fe56-49c3-8928-7a46bb8fe249,no_churn,0.03733448,0,no_churn,-0.0583763623244067,-0.0051832151206326,-0.0272005496643487,-0.0696890385885126,0.0153790629496688,-0.058065622504364,-0.0375555994762453,-0.0283348280727932,Female,72,No,Yes,Unemployed,Rural,Master,1672120800
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,98d5a4fa-88cc-47b8-b32e-487d823954fa,churn,0.4702096,1,churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Female,53,No,Yes,Employed,Suburban,Bachelor,1672120800
58,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,cc7b3180-892b-4f82-83b4-12a5d050ccb1,churn,0.061809905,1,churn,-0.0643517322357365,-0.0075978207807384,-0.0279721072459688,-0.0211211539545729,0.0106701214440363,-0.0903495322407889,-0.0277301741026622,-0.0405737540356676,Male,80,No,Yes,Employed,Suburban,College,1672120800
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b63c2610-ec03-484b-b00c-460583389dc9,churn,0.31449354,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,37,No,Yes,Employed,Suburban,Bachelor,1672120800
22,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,ef7dd8c0-2468-441e-b239-ab64ce273864,no_churn,0.044817265,0,no_churn,-0.0445288763054577,-0.0085020247749162,-0.0295503946157077,-0.0353769663807725,-0.050241624380742,0.0503370300734422,-0.0375078219153692,-0.0699054724839334,Male,56,No,No,Employed,Rural,College,1672120800
19,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f4c99986-8611-4623-8e4f-0b4faffb9546,no_churn,0.095331,0,no_churn,-0.0686349347051782,-0.0075356142996315,-0.0227943786105606,-0.0764313467660031,-0.0544508514866538,0.030302481622366,-0.0396641938716948,-0.029817313386502,Female,64,No,No,Employed,Rural,Master,1672120800
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4a333e81-4c97-43e4-981d-14791d6e781f,no_churn,0.39716396,0,no_churn,-0.0841092957961927,-0.0046852015686818,0.0006189757252468,-0.117864995164095,0.0196362009534459,0.0598313123058142,-0.0687543292158898,-0.0736988188863051,Female,39,No,Yes,Employed,Suburban,College,1672120800
24,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b084aaf0-8b80-4562-95bd-d543bfd47a25,no_churn,0.14353347,0,no_churn,-0.113681699006493,-0.0161141832323119,-0.106022086422045,-0.0225697876722097,0.0225232241527646,0.0415761473040674,-0.0300298810340154,-0.0347078847049124,Male,32,No,Yes,Unemployed,Rural,High School or Below,1672120800
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bb92f102-0fcb-4d29-ada6-ef2054093f48,no_churn,0.09136167,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Male,53,No,No,Employed,Urban,Master,1672120800
18,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,97dafb90-4326-4108-9d33-f0826df449c1,no_churn,0.085788116,0,no_churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Male,68,Yes,No,Employed,Suburban,College,1672120800
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,1438e6d0-eef4-480e-b06a-c7ebeb83d291,no_churn,0.002870379,0,no_churn,-0.0885462924281546,-0.0038519305010595,-0.0007920068514704,-0.0275886871904094,0.0030778035408002,-0.108255916200947,-0.0167070705667265,-0.0263620522360906,Male,55,Yes,No,Employed,Urban,High School or Below,1672120800
0,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,35b32767-0eb9-4037-8138-67262d3ee13b,no_churn,0.14186311,0,no_churn,0.0783153045479502,-0.0067567453326046,-0.0237146912724529,-0.050500202267649,-0.0019869231038865,-0.187658209139472,-0.0346956428722842,-0.0420290435867809,Male,76,Yes,Yes,Employed,Urban,Master,1672120800
30,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,f831d106-eb4f-4ee8-bce6-f55f21b2c650,no_churn,0.00857691,0,no_churn,-0.0283276656796442,-0.0057308769614974,-0.0265951088209294,-0.0307468968470675,0.0103738524150503,-0.115316297557874,-0.0318443378400843,-0.0408388224171722,Male,79,No,Yes,Unemployed,Suburban,Master,1672120800
22,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,488bb82a-07e8-43dc-8db0-ddb1441581fa,no_churn,0.019082664,0,no_churn,-0.0318128103019535,-0.0077202306133403,-0.0166045650967862,-0.0313566275482662,-0.0248967064233147,-0.0850838534075046,-0.032558689463658,-0.0389926700991964,Male,32,No,No,Employed,Rural,College,1672120800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,aaf0c16d-8402-4bf1-b6d7-f36bf14d7af6,churn,0.5894364,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,78,No,Yes,Employed,Suburban,College,1672120800
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,022c8367-0002-4be9-8a2d-574cb5fb1dd1,no_churn,0.16880016,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,36,Yes,Yes,Unemployed,Rural,Bachelor,1672120800
34,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b7862d4e-fca6-404b-bded-2293786cc302,no_churn,0.17639917,0,no_churn,-0.083605631316077,-0.0551646072521725,-0.0230418140531674,-0.0551947826435571,-0.0096835073887268,0.0518210553417156,-0.0312955321705067,-0.0428613305237377,Male,76,Yes,No,Employed,Suburban,Bachelor,1672120800
12,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,b14ac11d-7c39-413c-b816-b27a449070e7,no_churn,0.039650213,0,no_churn,-0.0394490392963507,-0.0079669632696641,-0.0108405262872111,-0.0461197177720714,-0.0014271886074311,-0.0639553302209424,-0.0291995588273857,-0.0475678280904867,Male,65,No,No,Unemployed,Rural,College,1672120800
53,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,0f9c4e30-a7a9-4cf1-be91-85ed34575658,no_churn,0.03584602,0,no_churn,0.0331684969677189,-0.0013620556595378,0.0082643672931772,0.0199291697379339,0.0622219237020726,-0.105033873246666,-0.0135149447639923,-0.0424358850005955,Female,79,Yes,Yes,Employed,Suburban,Bachelor,1672120800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,46c16b20-074e-4d43-92cb-4463f2ce2fb6,no_churn,0.34640408,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,68,No,Yes,Employed,Rural,High School or Below,1672120800
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,20d2ecf8-29e4-498a-900b-7115a0c11e17,no_churn,0.0022029055,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,44,No,No,Employed,Suburban,High School or Below,1672120800
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,fa3907fa-8c53-44cb-bb34-35c1ce9ee85a,no_churn,0.028853483,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Female,31,No,Yes,Retired,Suburban,Bachelor,1672120800
4,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e6ca0a75-0076-4e67-a509-3c20eb9d055e,no_churn,0.010319904,0,no_churn,0.0386079782494107,-0.004505907338389,-0.0164827276675532,-0.0355296684189124,0.0097145682721657,-0.187647061496546,-0.0295953417526288,-0.0415879921633677,Male,34,No,Yes,Unemployed,Suburban,High School or Below,1672120800
19,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,7cdfd010-a34a-4429-94a7-450c71589d7c,no_churn,0.010071029,0,no_churn,-0.0048644680453799,-0.0040254455193826,3.08237158697011e-05,-0.0570269722708417,-0.0002276477074337,-0.12432350879898,-0.0378633671018542,-0.0407255672245264,Female,21,Yes,Yes,Employed,Rural,Bachelor,1672120800
51,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f793eb6d-359c-4eb8-9941-80b62811213d,no_churn,0.2651338,0,no_churn,-0.148103234622304,0.0205217589766107,-0.013332246648988,-0.0644956226645445,-0.0369473927714352,0.0393778921280682,-0.0303976481958488,-0.0356496579056329,Female,49,No,No,Disabled,Suburban,Bachelor,1672120800
14,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,8e3369c6-8c11-404e-a3e1-4c7985f2fd09,no_churn,0.114182755,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Female,28,No,Yes,Employed,Urban,High School or Below,1672120800
35,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,dd5b8c47-6bc7-481f-9a48-36c3191ac05b,no_churn,0.009830473,0,no_churn,-0.0376080834398271,-0.0043730403865447,-0.0110966487179666,-0.0508063475430844,0.0162938712146751,-0.114574357424908,-0.0273247029841695,-0.0395368437648357,Female,29,No,Yes,Unemployed,Suburban,College,1672120800
18,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,5f58b0d6-1e2b-4e35-b2cc-1725ec1d54d1,no_churn,0.008501812,0,no_churn,-0.0281785116112041,-0.0050905594397954,0.0123572095669987,-0.0136323751805502,0.0031197311112737,-0.151234958429122,-0.0413852172729821,-0.0449814709093698,Female,80,No,Yes,Disabled,Urban,College,1672120800
44,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,4bae8076-b3ea-46bd-a1f3-abcbda6690e7,no_churn,0.016897606,0,no_churn,-0.0437218235626096,-0.0033247780768942,3.29054677968088e-05,-0.0100826246218457,0.0225138018077632,-0.123540917784267,-0.0281565459860576,-0.0427461694382145,Female,36,No,No,Employed,Suburban,College,1672120800
50,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,9e5badb9-58cb-448a-b7db-d361cadc38e2,no_churn,0.0660013,0,no_churn,-0.0067165242453802,0.0669771095622672,0.0206579438389508,0.0102915165287595,0.0627170743205079,-0.0417854356638372,-0.0138657291148456,-0.0173021066405317,Male,44,No,No,Medical Leave,Suburban,College,1672120800
17,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f021ede4-4061-447a-9394-adfa923d8411,churn,0.751947,1,churn,0.0670689238799968,-0.0031032042395418,0.0638354591315874,0.0307733030881718,0.154361393328491,0.137112226260851,0.116573080220642,0.0843526749203374,Male,72,No,No,Employed,Suburban,College,1672120800
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,adb8041c-e6b1-4d38-8ddf-d047e340c43b,churn,0.81743675,1,churn,0.143118991966865,0.0003197457623173,-0.041377000099128,-0.0028067367145649,0.0291393805107054,0.124727705520027,0.0365292126487293,0.0738225517677347,Male,60,Yes,No,Unemployed,Suburban,High School or Below,1672120800
52,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fb6cdd01-1f25-4a46-ad11-c079f1a4983e,no_churn,0.15076692,0,no_churn,-0.242098828309399,-0.0019817313395833,-0.0194627987563944,0.0105689209847696,0.0211811428213332,0.0739320874727491,-0.0547948837324474,0.0736299371828135,Female,54,Yes,Yes,Employed,Suburban,High School or Below,1672120800
47,Yes,No,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,01b46b48-07c0-43a2-a1f5-5c5a27eafa65,no_churn,0.16647078,0,no_churn,-0.0156896075960139,-0.0020569762625382,0.0064815972684118,0.0418293789300696,0.0788713866088619,-0.0605383151791647,-0.0172216186569312,0.0592980066411291,Female,27,No,No,Unemployed,Suburban,Master,1672120800
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9dcb7213-cce2-42c9-aa14-49c0b2f2037c,no_churn,0.37467447,0,no_churn,0.192528160534539,-0.001512251869899,-0.0139565130447817,0.0463114716057089,0.108596451034282,0.142352733877906,0.154201192194614,0.0612621370382839,Male,58,No,No,Unemployed,Rural,High School or Below,1672120800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,47195ed3-57b9-4bf1-a00c-21f100a4c603,no_churn,0.87000257,0,no_churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Male,58,No,Yes,Employed,Suburban,Master,1672120800
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,386547c8-29ee-471d-a951-3ded8b27d7ae,no_churn,0.35476458,0,no_churn,-0.0092629024384859,-0.0016727387876562,0.0568996082585454,0.0071343934738069,0.115729404890208,0.0935810950560153,0.0685791453464844,0.0379263301562423,Male,57,No,No,Unemployed,Rural,Bachelor,1672120800
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,81f4a3b1-3dc7-4cfc-8b01-4a0e1c9e9e27,no_churn,0.4065354,0,no_churn,0.0341542657328318,-0.0055114318755295,0.154183516488974,0.0637698835563242,0.159198492582327,0.0873214309553623,0.110085608951922,0.0727720904978559,Female,50,Yes,No,Employed,Rural,Bachelor,1672120800
57,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5096979a-5f0d-4589-bbdf-67215d727251,churn,0.40733698,1,churn,0.0235300911788272,-0.0001831430003585,0.0710261616763,0.131761717069603,0.116853748796311,0.0769262720655751,0.193690308652422,0.0773687038739353,Female,65,Yes,No,Employed,Rural,Master,1672120800
5,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9aaf9d4c-7530-4f6d-89b1-e05042ede361,no_churn,0.60391986,0,no_churn,0.156715757010093,-0.0016066948636944,0.0018906553399938,-0.0328854335231972,0.0752465427571587,0.146316647140047,0.126605084009425,0.0795246283080996,Male,34,Yes,No,Medical Leave,Rural,College,1672120800
28,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,91d1b112-44db-4116-ae58-992e4668b2b0,churn,0.32145667,1,churn,0.0195973036443683,0.0003008284322459,0.0977966775961795,0.0252568865518333,0.145248219577697,-0.029622135395557,0.163317848313363,0.11824489369732,Female,49,No,No,Employed,Suburban,High School or Below,1672120800
29,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,18e2c8bf-bda5-4b8b-9c2f-7762ba8b50ce,churn,0.42771137,1,churn,-0.108790007157495,-0.0032867121010713,-0.0089119824793306,-0.031422855744604,0.0324985035427562,0.0291500064719002,0.0546063719571975,0.0752495750998059,Male,74,Yes,Yes,Employed,Suburban,Bachelor,1672120800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b83b3dbc-36a8-4367-877d-003b39a8e476,churn,0.9168004,1,churn,0.284109536350757,-0.0049073646088027,0.0705388562640155,0.0646269527253207,0.0804939714271859,0.157836252349562,0.0365735889801772,0.0417020625339409,Male,68,No,No,Employed,Suburban,Bachelor,1672120800
53,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,1bb891b2-6cda-407f-ab99-e1a8b4045495,no_churn,0.21609408,0,no_churn,0.0207877791644386,-0.003823816142376,0.0632250814465078,-0.0072660072961389,0.0165778748821503,-0.160365722332335,0.0110081529341641,0.0708305067944093,Male,51,No,No,Employed,Urban,High School or Below,1672120800
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,8a07d382-0d23-4b22-8468-bf7ba0f5d7a3,no_churn,0.11226346,0,no_churn,-0.0939466706347138,-0.0015786827031297,0.0520219876965529,0.0390727428465106,0.0581869877738063,-0.0057906146005279,0.0859382537971396,0.0679825499573598,Female,48,No,No,Medical Leave,Suburban,College,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0a572199-2834-4806-a591-7ccd1f619d18,churn,0.8908852,1,churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,33,No,Yes,Unemployed,Urban,Bachelor,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,02c78f5b-e11a-4c50-a51e-3e57e10cd8d3,churn,0.81929755,1,churn,0.115761000654547,-0.0043682765381527,0.146165289842211,0.0237882881438963,0.10756953160695,0.115227764773854,0.101798336486463,0.0729485919148101,Female,46,Yes,Yes,Unemployed,Suburban,Bachelor,1672120800
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,e1d6d08b-4f60-4ac8-81a7-76ecb961f488,no_churn,0.311134,0,no_churn,-0.123266184581871,-0.0020949344040127,-0.0265852777578857,-0.0402778134243362,-0.049599354782249,-0.0684834236450115,-0.001192162572097,0.0424729981596647,Male,71,No,Yes,Employed,Suburban,Doctor,1672120800
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,df0a90e0-5178-4543-adf9-97bde86c6b3c,no_churn,0.4315577,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Male,57,Yes,Yes,Employed,Suburban,Bachelor,1672120800
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0a57615c-b0cd-48dd-9e17-2b3434f00e8d,churn,0.33016288,0,no_churn,-0.2087968170981,-0.0038016169505681,-0.0004207340907851,0.0063383639416861,0.0407260466900515,0.0171491605972642,-0.015151596438427,0.0249310424228133,Male,65,No,No,Employed,Suburban,Bachelor,1672120800
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e24bcbaa-f367-4625-b070-0cb8a1accf66,no_churn,0.5464627,0,no_churn,0.0737947059817906,-0.0055006650736504,-0.0934462178510602,0.0402099523089782,-0.0100998384687227,0.109595274925214,-0.0271308734757258,0.0376031001408046,Male,62,No,Yes,Employed,Suburban,Bachelor,1672120800
59,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,d1b38860-c349-410f-9770-6c606c19d293,no_churn,0.13754237,0,no_churn,-0.0501100948712155,-0.0019748538039857,-0.0476350139806345,-0.0259860414704417,0.0270745223073936,-0.214495723423825,0.0559295867755099,0.043171467694483,Female,40,Yes,Yes,Unemployed,Suburban,High School or Below,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d7574bd3-954f-40f1-ad66-f5ae4d7be0e6,no_churn,0.6255432,0,no_churn,0.148578044034384,-0.0050192020515896,0.013181136612402,0.071287250190744,0.116865382727337,0.122464333244297,0.0695094806445195,0.0532740999505222,Male,41,No,No,Unemployed,Urban,College,1672120800
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,4aee3c84-e720-4352-af5b-e03681bf9466,churn,0.22722852,1,churn,-0.0939466706347138,-0.0015786827031297,0.0520219876965529,0.0390727428465106,0.0581869877738063,-0.0057906146005279,0.0859382537971396,0.0679825499573598,Male,52,No,Yes,Employed,Rural,High School or Below,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5f928673-3bc9-49ac-9105-f286a3084fd6,churn,0.8816344,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,77,Yes,No,Unemployed,Rural,Bachelor,1672120800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5b240d92-7400-49b7-b06b-8d1f436aa3bb,churn,0.7359217,1,churn,0.127033867274804,-0.0052397988599841,-0.0529530564268043,0.0403003892532797,0.0389458326101703,0.126667778844876,0.0836478072111822,0.058071035373232,Male,35,No,No,Employed,Suburban,College,1672120800
68,Yes,No,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,08ee5158-ce5b-4531-9199-fde6089f91d5,no_churn,0.0635412259999999,0,no_churn,-0.126155977500057,-0.0026180363925232,-0.0403019147557279,-0.0102119534696976,0.0031801945729603,-0.144157144276323,0.0158281065892515,0.0354105721831001,Female,56,No,No,Employed,Suburban,College,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1cd46dbf-2f90-4258-b644-3034925e2801,churn,0.5544265,1,churn,0.148578044034384,-0.0050192020515896,0.013181136612402,0.071287250190744,0.116865382727337,0.122464333244297,0.0695094806445195,0.0532740999505222,Female,62,Yes,Yes,Employed,Suburban,High School or Below,1672120800
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,28fd5147-a44b-47af-a50c-78f4d9a32434,no_churn,0.3714218,0,no_churn,-0.108653199196133,-0.0022926282434673,0.0679099432050588,0.0191761507781302,0.0318238057048529,0.085284583083976,-0.0058418464141414,0.0065908519890763,Male,50,No,No,Retired,Urban,Bachelor,1672120800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b5158e44-75d1-4185-ae2d-5dc20ad4769d,churn,0.70892614,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Male,36,No,No,Unemployed,Urban,Bachelor,1672120800
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6ea3723a-aea9-49f3-91a8-3a5169dca371,no_churn,0.13828515,0,no_churn,-0.188533242181729,-0.0025654158699398,0.0555521926173241,-0.0671664464710738,-0.0087581406556637,0.0624531298574493,-0.0237903253032163,-0.0377179028497266,Female,73,Yes,No,Unemployed,Suburban,Doctor,1672120800
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,55d6c068-62ce-474e-a8f9-ad9c0b5734a1,no_churn,0.22502002,0,no_churn,-0.1139380356944,-0.0030797238534796,0.0249985583955003,0.0807396198228616,0.0136033561681597,0.0561790157596351,0.0096646733178658,0.0617349601596288,Female,75,Yes,No,Medical Leave,Suburban,Bachelor,1672120800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bef01052-6e35-4ceb-80f5-659aa94513e3,churn,0.60544354,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,37,Yes,No,Unemployed,Suburban,College,1672120800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2f86a4c-62f3-4c83-95a9-039ede29a911,churn,0.41408285,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,79,No,Yes,Retired,Suburban,College,1672120800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e632e19-778e-420c-9d7f-7e5dd83390c9,churn,0.38931248,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,58,No,Yes,Employed,Suburban,Bachelor,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8233faa4-8871-4c27-be3e-49d144a17bb8,churn,0.3286023,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Female,75,No,Yes,Employed,Suburban,High School or Below,1672120800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f7dcd0ee-2544-45d5-8130-385431848266,churn,0.58435583,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,21,No,Yes,Employed,Suburban,College,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,56583392-130c-4f69-ba09-568869ead4ab,churn,0.87484163,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,47,No,No,Unemployed,Rural,Master,1672120800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ba4f4401-58dc-4804-9bad-1f123ca0fdce,churn,0.86931354,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,77,Yes,No,Unemployed,Rural,College,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,979df328-a028-4fe6-8037-24bf7052df56,churn,0.7356381,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,57,No,No,Unemployed,Suburban,Bachelor,1672120800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4fa6fe02-a33c-4d75-924a-705c7cc3f02f,churn,0.5500779,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,68,Yes,Yes,Employed,Urban,Bachelor,1672120800
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7e7234d3-8b17-43f7-9bb4-d73a883e2c4b,no_churn,0.42292356,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,32,Yes,Yes,Employed,Rural,Bachelor,1672120800
40,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8d2dbd7e-43e4-4802-994b-67c316374268,no_churn,0.40211293,0,no_churn,-0.117250189112692,-0.0118596816670287,-0.0122693243159847,0.0588685324578546,0.0213249999886647,0.0622714849956173,-0.0071761412450177,-0.0091064601013022,Male,74,No,No,Unemployed,Suburban,Bachelor,1672120800
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,badccd86-958a-4bf1-98b2-eca70129b66a,churn,0.41873965,1,churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Female,69,No,No,Medical Leave,Rural,College,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,016f88fe-e69f-467e-bdba-cc201edef2cc,no_churn,0.8188736,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,80,No,No,Unemployed,Rural,Bachelor,1672120800
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7de95e31-e7aa-4dbc-8864-0c4f11f7761e,no_churn,0.2893046,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Male,25,No,Yes,Employed,Suburban,Bachelor,1672120800
28,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,663cde17-b45c-4a6b-a138-b212fe42d80e,churn,0.25291848,1,churn,-0.0791885151491715,-0.005868967399765,-0.0326932418993601,0.106385785656457,0.0168523427416221,0.0779260931366843,-0.0134518527170075,-0.0131999101899782,Male,62,Yes,No,Employed,Suburban,Bachelor,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,164e1d13-b86c-42e4-b19c-69cc3c49894f,churn,0.67792153,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,68,Yes,Yes,Unemployed,Rural,Bachelor,1672120800
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1b8aa01a-1a79-447d-b7e5-43298d2a84d7,churn,0.83402544,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,77,No,No,Unemployed,Urban,Master,1672120800
32,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,82252716-cd27-4f91-950e-8928354ce0db,churn,0.10367217,1,churn,0.245697211818583,0.0014546801460528,0.0349417583705462,0.193065908018298,0.135045001701228,0.0180322361085836,0.0237476111417527,-0.0010105474929969,Male,43,No,No,Employed,Suburban,College,1672120800
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1055e53e-a023-4bac-a31a-56faa8cf3d5d,churn,0.43123433,1,churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Female,72,No,No,Employed,Suburban,Bachelor,1672120800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6d09d83d-e2b9-45d2-bd22-dac85a4020cd,churn,0.65255404,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,70,No,Yes,Employed,Suburban,College,1672120800
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1124a1f0-65b1-4113-b82b-dca6dd4bdda3,no_churn,0.40897337,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,78,No,Yes,Unemployed,Suburban,College,1672120800
27,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,3cd80f6f-42d1-4a56-b5f8-f648f4f8fb8f,no_churn,0.056274116,0,no_churn,-0.0785714022837419,-0.0035967081846138,-0.0246947237426866,0.0332605980881817,0.0022309531563223,-0.145080841339723,-0.0254473010315632,-0.0271267262121546,Male,73,Yes,No,Employed,Rural,College,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,61c93ab2-4b88-48d6-ac74-ce538f06b39a,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,62,No,No,Employed,Urban,Bachelor,1672120800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6b673ee1-4098-4f2e-aa8b-e2f2e47c12ab,no_churn,0.5004504,0,no_churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Female,27,No,No,Employed,Urban,Doctor,1672120800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2da2fcf8-b461-4f3a-bf4c-864aa9b1fca4,churn,0.4601933,1,churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,41,Yes,No,Employed,Suburban,Bachelor,1672120800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a58865c-ae6a-42da-ac00-564868230d2d,no_churn,0.82541496,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,68,Yes,No,Employed,Urban,Bachelor,1672120800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1a6918b7-8e14-47ea-bfc3-d33b904a9c66,no_churn,0.44353023,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,74,No,Yes,Employed,Rural,College,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,43b2fdee-bc9d-43d9-868b-4171e5243e88,churn,0.76535976,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,43,Yes,Yes,Employed,Suburban,Bachelor,1672120800
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9659bdd-7e2f-4d7e-b00f-2ac8264ca5ff,churn,0.5025994,1,churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Female,28,No,No,Employed,Rural,Bachelor,1672120800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6d72fc75-4e34-4bd9-b5be-c9cec43f7eae,churn,0.58479977,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,22,Yes,No,Employed,Suburban,Bachelor,1672120800
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ee688776-5b50-4433-bf9e-e19a01d12aed,churn,0.24132107,1,churn,-0.152993587208243,-0.0031824750714622,0.0609620880392867,0.059378300063563,0.0353452451960674,0.0547256682825491,-0.0013566057456228,-0.0102182700347748,Male,77,No,Yes,Employed,Suburban,College,1672120800
72,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,a73cc5fe-12ba-4381-9a7a-f58b9f1d0c00,no_churn,0.0048564076,0,no_churn,-0.135546112551328,-0.0023418168040279,-0.0113885953962926,-0.0057534310806568,0.0281369993174576,-0.19153876407885,0.0243516217762316,0.0450539473041317,Female,23,No,Yes,Employed,Suburban,High School or Below,1672120800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,919b5cb1-8f3c-49d6-adcd-d584b9509bea,churn,0.5500779,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,49,No,Yes,Employed,Suburban,High School or Below,1672120800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,828bb9bc-e966-410f-bb37-6aa1c1f770bb,churn,0.41408285,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,69,No,No,Unemployed,Suburban,High School or Below,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,04bec895-f5f9-468b-a2e9-269a9960c142,churn,0.7356381,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,32,No,Yes,Employed,Suburban,College,1672120800
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b086489b-8381-4828-b531-ddd3324e7292,churn,0.31449354,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,50,No,Yes,Unemployed,Urban,Bachelor,1672120800
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,0f5f7c20-a0e7-4861-8c9f-ee5c1dcc2f0e,churn,0.81743675,1,churn,0.143118991966865,0.0003197457623173,-0.041377000099128,-0.0028067367145649,0.0291393805107054,0.124727705520027,0.0365292126487293,0.0738225517677347,Female,23,No,No,Unemployed,Suburban,College,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,386988b7-123d-4026-94b1-7ebf4a24b90c,no_churn,0.8188736,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,37,No,Yes,Employed,Suburban,College,1672120800
67,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,8deb8562-a7fc-40bf-8639-58825fcacc3d,churn,0.45472875,1,churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Female,41,No,No,Employed,Suburban,High School or Below,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,14ece5e3-3941-4e0e-8224-08a7fa9f7857,churn,0.3286023,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Female,28,No,Yes,Employed,Urban,Bachelor,1672120800
29,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,b0d104fd-651b-435f-9cd2-f2e7593ac332,churn,0.42771137,1,churn,-0.108790007157495,-0.0032867121010713,-0.0089119824793306,-0.031422855744604,0.0324985035427562,0.0291500064719002,0.0546063719571975,0.0752495750998059,Male,48,No,No,Employed,Suburban,Bachelor,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1631305e-0d72-4145-a0a1-16c18c8e3f2a,churn,0.67792153,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,35,No,No,Employed,Rural,High School or Below,1672120800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3513fb50-c210-44dc-858c-196c2639a802,churn,0.58479977,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,59,No,Yes,Unemployed,Urban,High School or Below,1672120800
14,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,54a74f30-6567-46c1-9eed-a8bbbcfe3f5d,no_churn,0.0510964,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Female,78,No,No,Unemployed,Suburban,College,1672120800
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,939297b6-6981-44a2-a304-03c7e53b6e60,no_churn,0.111065745,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,38,No,No,Employed,Suburban,Bachelor,1672120800
28,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,60a79292-9f7a-4f11-88d7-c1b0968bb36d,no_churn,0.25147346,0,no_churn,-0.101526093562752,-0.009658033100386,-0.0382190579466259,-0.0400799105004262,-0.0793578412892384,0.0294532613352021,-0.0148080507419581,0.0251695747690973,Female,28,Yes,No,Employed,Urban,High School or Below,1672120800
45,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,baa497c0-2461-4f1c-bc33-6346b84a3a32,no_churn,0.34737182,0,no_churn,-0.190763425151245,-0.0044461680174208,0.0491932873454698,0.0314267599358208,0.0346460786396892,0.0762114950150316,0.0440372986819511,0.0155494818123406,Male,25,No,No,Employed,Urban,High School or Below,1672120800
58,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,90f38cb6-3fd6-49a4-a6f3-047e72740a62,churn,0.061809905,1,churn,-0.0643517322357365,-0.0075978207807384,-0.0279721072459688,-0.0211211539545729,0.0106701214440363,-0.0903495322407889,-0.0277301741026622,-0.0405737540356676,Female,40,Yes,No,Unemployed,Rural,Bachelor,1672120800
31,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,8a623080-2ada-4679-9337-668785f9e126,no_churn,0.0070790993,0,no_churn,-0.0224551566206719,-0.0037269146157268,-0.0582529080197855,-0.0203960283958258,0.0019453063087166,-0.105653218842854,-0.0237518697606174,-0.036735363024909,Male,76,No,Yes,Employed,Suburban,Bachelor,1672120800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,372f5952-cd51-4b44-8f38-b228bf2e2468,churn,0.58479977,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,56,No,Yes,Disabled,Suburban,Bachelor,1672120800
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,299b7a0f-b018-4711-a13c-d16cb902a811,no_churn,0.4315577,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Male,76,No,Yes,Employed,Suburban,College,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,162af0e1-7569-4818-8dc0-e06053215f34,churn,0.5544265,1,churn,0.148578044034384,-0.0050192020515896,0.013181136612402,0.071287250190744,0.116865382727337,0.122464333244297,0.0695094806445195,0.0532740999505222,Female,27,No,No,Employed,Suburban,High School or Below,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dbdebc23-cc8a-4678-9bb9-329f71d0bc3f,churn,0.7356381,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,73,No,Yes,Employed,Suburban,College,1672120800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2953818f-3bec-49d5-b38e-86be140f173f,churn,0.65255404,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,41,No,Yes,Employed,Rural,Bachelor,1672120800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,26c5573b-a71b-4f43-adc2-6de802a8d8c9,churn,0.3720688,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,29,No,Yes,Employed,Urban,College,1672120800
72,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,a4abb20c-9fa2-4749-92bd-2cc401fa7ce1,no_churn,0.007962492,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Female,54,No,No,Disabled,Suburban,College,1672120800
22,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,537cc3d1-7d36-46ff-b73d-6789abd6fb35,no_churn,0.0111683639999999,0,no_churn,-0.0147181575871309,-0.003180925831366,0.0172969040250245,-0.0097395439219872,-0.0115055044971632,-0.178141125819566,-0.033105819789489,-0.0359319783648607,Female,67,No,No,Employed,Suburban,Doctor,1672120800
61,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,72356abe-bc3d-4d80-b73d-5574a595246c,no_churn,0.08011315,0,no_churn,-0.0244134243510734,-0.0013294961083011,-0.0257774826855211,-0.0081008674272015,0.0673491087640377,-0.0982685780951715,0.0500988381885054,0.0614157529990461,Male,41,No,No,Employed,Urban,Bachelor,1672120800
62,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,2f902889-1480-4df3-bd47-4a3b6ca5181e,no_churn,0.014374261,0,no_churn,-0.0721433513571264,-0.0068958472197346,-0.0109687217491909,-0.0207075248108594,-0.0215711403073919,-0.0698899439729666,-0.0200244039181234,-0.02682521922874,Male,42,No,Yes,Unemployed,Suburban,Bachelor,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,2b3bff35-8fea-47c9-97f4-3130750ac219,no_churn,0.0151853039999999,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Female,32,No,No,Unemployed,Rural,College,1672120800
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1454d676-552f-40c4-be1f-52a88ffb2701,no_churn,0.42292356,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,39,No,Yes,Unemployed,Suburban,High School or Below,1672120800
61,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,59825115-223a-4bd9-9066-e19dd893c777,churn,0.18526228,1,churn,-0.12932293108619,-0.0022265585201967,0.0151309322375891,0.0189455304099738,0.0002197802953924,-0.105023051399676,-0.0129015949866334,0.0361517427577746,Female,20,No,No,Employed,Suburban,Bachelor,1672120800
12,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,ddc0a160-7d45-46c7-bafb-1287a60c6927,no_churn,0.039650213,0,no_churn,-0.0394490392963507,-0.0079669632696641,-0.0108405262872111,-0.0461197177720714,-0.0014271886074311,-0.0639553302209424,-0.0291995588273857,-0.0475678280904867,Male,20,No,No,Unemployed,Suburban,High School or Below,1672120800
31,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,5eb4dea5-05fd-4042-9aff-41cad5ff02e8,no_churn,0.0070790993,0,no_churn,-0.0224551566206719,-0.0037269146157268,-0.0582529080197855,-0.0203960283958258,0.0019453063087166,-0.105653218842854,-0.0237518697606174,-0.036735363024909,Female,31,No,No,Unemployed,Suburban,Bachelor,1672120800
0,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,d2f5af02-962c-487c-ac68-e4629276ccfa,no_churn,0.14186311,0,no_churn,0.0783153045479502,-0.0067567453326046,-0.0237146912724529,-0.050500202267649,-0.0019869231038865,-0.187658209139472,-0.0346956428722842,-0.0420290435867809,Male,51,No,No,Employed,Suburban,Master,1672120800
19,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6a4781df-832f-4c53-ac06-10ac00ed8d3f,no_churn,0.15387866,0,no_churn,-0.0972297020642236,0.0260178126096252,0.0015886161860817,-0.0636634817881258,-0.0639498280274165,0.0443135354012156,-0.0465870244778034,-0.0695160806118565,Male,40,No,Yes,Unemployed,Rural,College,1672120800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e163f2f5-f7cf-4f3e-80bd-07ccdf13fe27,no_churn,0.82541496,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,56,Yes,No,Employed,Urban,Bachelor,1672120800
71,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,dd664af1-3953-43e2-9ec5-cfb5c2ef03bb,no_churn,0.015710764,0,no_churn,-0.100174515246945,-0.00233185911502,0.006615314230321,-0.0138882641394593,-0.0436818959489573,-0.157424173275276,0.0082521913047821,0.0336070495665353,Female,41,No,Yes,Employed,Urban,College,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,674aeba1-8445-4264-9e43-da881767e132,churn,0.8908852,1,churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,64,No,Yes,Employed,Suburban,Bachelor,1672120800
28,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,939ef1cc-45bb-4682-82a9-cb8cf4e7b354,churn,0.32145667,1,churn,0.0195973036443683,0.0003008284322459,0.0977966775961795,0.0252568865518333,0.145248219577697,-0.029622135395557,0.163317848313363,0.11824489369732,Female,26,No,Yes,Employed,Rural,College,1672120800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f2f10160-da95-46d1-a0eb-ec43854a37d6,churn,0.27904657,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,50,Yes,Yes,Unemployed,Suburban,Bachelor,1672120800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4271acbd-ba6d-42fb-85e3-c98b9daf305e,churn,0.60544354,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,45,No,No,Employed,Suburban,Bachelor,1672120800
27,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,d28d4249-4178-4920-b55a-e3678eaf9f23,no_churn,0.056274116,0,no_churn,-0.0785714022837419,-0.0035967081846138,-0.0246947237426866,0.0332605980881817,0.0022309531563223,-0.145080841339723,-0.0254473010315632,-0.0271267262121546,Female,74,No,Yes,Employed,Suburban,College,1672120800
0,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,2a743cc4-4f73-44c0-b22b-3923630cf5b6,no_churn,0.14186311,0,no_churn,0.0783153045479502,-0.0067567453326046,-0.0237146912724529,-0.050500202267649,-0.0019869231038865,-0.187658209139472,-0.0346956428722842,-0.0420290435867809,Male,45,No,No,Employed,Suburban,Master,1672120800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,565136a7-fe10-413d-89cf-74e4f0e37a1c,no_churn,0.44997945,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,75,Yes,Yes,Unemployed,Suburban,Bachelor,1672120800
7,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,90438415-e9b3-4ed6-bc69-4734f10f9618,no_churn,0.20402403,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Female,24,No,No,Employed,Suburban,College,1672120800
47,Yes,No,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,679660d3-0028-4fd7-a11f-71c05d549ba3,no_churn,0.16647078,0,no_churn,-0.0156896075960139,-0.0020569762625382,0.0064815972684118,0.0418293789300696,0.0788713866088619,-0.0605383151791647,-0.0172216186569312,0.0592980066411291,Female,78,No,Yes,Unemployed,Urban,High School or Below,1672120800
19,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dfe660c0-acb6-4db7-92a1-cc63052a7f45,no_churn,0.095331,0,no_churn,-0.0686349347051782,-0.0075356142996315,-0.0227943786105606,-0.0764313467660031,-0.0544508514866538,0.030302481622366,-0.0396641938716948,-0.029817313386502,Male,41,No,Yes,Unemployed,Suburban,High School or Below,1672120800
60,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,d2486f45-bc5c-4851-bbf0-262d8bd94ffa,no_churn,0.012932106,0,no_churn,-0.063792648165072,-0.0031364282019785,-0.0116196676169511,-0.0159410765272514,-0.0631053789998259,-0.162165333356679,0.0276599336541858,0.0230744460644655,Male,24,No,Yes,Employed,Suburban,High School or Below,1672120800
34,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,a55d1e9e-6d3c-4b9e-9635-c90036fa0735,no_churn,0.010450351,0,no_churn,-0.0396847485932266,-0.0039533291580119,0.0038529909394674,-0.0480237291268167,-0.0473846433031394,-0.103738117076573,-0.0148489467984472,-0.015245628975208,Male,69,No,Yes,Employed,Urban,Bachelor,1672120800
34,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,56c3a3c2-5682-441d-b97c-96eb3e71d186,no_churn,0.010450351,0,no_churn,-0.0396847485932266,-0.0039533291580119,0.0038529909394674,-0.0480237291268167,-0.0473846433031394,-0.103738117076573,-0.0148489467984472,-0.015245628975208,Male,74,No,Yes,Employed,Suburban,High School or Below,1672120800
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d9b00caa-0134-49b1-8a77-acbfadb653a7,no_churn,0.39716396,0,no_churn,-0.0841092957961927,-0.0046852015686818,0.0006189757252468,-0.117864995164095,0.0196362009534459,0.0598313123058142,-0.0687543292158898,-0.0736988188863051,Male,46,Yes,No,Employed,Suburban,College,1672120800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,639dadb1-c17c-48c0-aeac-c26b74e12c09,churn,0.7359217,1,churn,0.127033867274804,-0.0052397988599841,-0.0529530564268043,0.0403003892532797,0.0389458326101703,0.126667778844876,0.0836478072111822,0.058071035373232,Male,45,Yes,No,Employed,Suburban,High School or Below,1672120800
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ac9adaf7-63d0-4ae7-8df8-aef5403c4699,churn,0.4744063,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Female,59,Yes,Yes,Unemployed,Suburban,High School or Below,1672120800
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e09f2b0-6fa0-4116-af96-06c3377d09ca,churn,0.43123433,1,churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Female,63,No,Yes,Employed,Suburban,Bachelor,1672120800
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ca61ab9c-fb3d-4ad1-a4ee-28cdf1be5ab0,no_churn,0.37467447,0,no_churn,0.192528160534539,-0.001512251869899,-0.0139565130447817,0.0463114716057089,0.108596451034282,0.142352733877906,0.154201192194614,0.0612621370382839,Male,44,No,Yes,Employed,Suburban,High School or Below,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,82da40e9-e5c8-4cf4-be29-ffb84cfd27cd,churn,0.67792153,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,56,No,No,Employed,Rural,High School or Below,1672120800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,3f559147-5108-4b42-b814-efe2f2447c3d,no_churn,0.0057440046,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Male,29,No,Yes,Disabled,Suburban,Bachelor,1672120800
5,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ec75e9eb-261e-4dea-83e2-f8f85e285cbb,no_churn,0.60391986,0,no_churn,0.156715757010093,-0.0016066948636944,0.0018906553399938,-0.0328854335231972,0.0752465427571587,0.146316647140047,0.126605084009425,0.0795246283080996,Female,67,No,Yes,Employed,Rural,College,1672120800
27,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,fae699a1-c630-4354-8c5c-79e32f5ace1a,no_churn,0.016077442,0,no_churn,-0.0505068402271535,-0.0041446163534419,-0.0135870394894845,-0.0421614682543713,-0.0342540674922383,-0.0909859276944189,-0.0159858613620963,-0.017400330144369,Male,44,No,No,Employed,Urban,High School or Below,1672120800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0ddceb2-d8fb-433a-933e-d98d5d78c328,churn,0.58479977,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,42,No,Yes,Retired,Suburban,Bachelor,1672120800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eff1f9bf-adf6-4a74-af7d-305e5056ce2f,churn,0.58435583,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,50,No,Yes,Employed,Suburban,High School or Below,1672120800
47,Yes,No,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,bca26083-dcf8-426f-9033-b4519a203b01,no_churn,0.16647078,0,no_churn,-0.0156896075960139,-0.0020569762625382,0.0064815972684118,0.0418293789300696,0.0788713866088619,-0.0605383151791647,-0.0172216186569312,0.0592980066411291,Female,49,No,Yes,Retired,Urban,Bachelor,1672120800
35,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,da6d7b75-7f27-4910-940e-f733ddd5b1b1,no_churn,0.009830473,0,no_churn,-0.0376080834398271,-0.0043730403865447,-0.0110966487179666,-0.0508063475430844,0.0162938712146751,-0.114574357424908,-0.0273247029841695,-0.0395368437648357,Female,73,Yes,Yes,Unemployed,Suburban,Master,1672120800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,505c9a7a-e552-4b26-a70d-dde7d77bcc30,churn,0.5500779,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,43,No,No,Employed,Suburban,College,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,ba698d49-e58f-4d7e-9174-a935e1ed058e,no_churn,0.0151853039999999,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Female,42,No,No,Employed,Suburban,College,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,f24304d2-c6c6-45f1-ba43-a50bf0b42504,no_churn,0.0151853039999999,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Female,58,Yes,No,Retired,Suburban,College,1672120800
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,59decfe7-bf8d-4648-821f-5d55953a69fb,churn,0.22722852,1,churn,-0.0939466706347138,-0.0015786827031297,0.0520219876965529,0.0390727428465106,0.0581869877738063,-0.0057906146005279,0.0859382537971396,0.0679825499573598,Male,34,No,Yes,Employed,Suburban,College,1672120800
70,Yes,No,Medium Speed,Phone_Support,Two year,100hrs+,Active,66c97f08-05e7-4969-83e8-efd7febbac05,no_churn,0.03618792,0,no_churn,-0.123537956723985,-0.0019271780825056,-0.0019322848024057,0.0097702124129318,0.0530200453459838,-0.168287867041545,0.0451776909508771,0.058691187555969,Male,43,No,Yes,Employed,Urban,High School or Below,1672120800
30,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,0df3276a-27c9-4060-892d-240a5b6bafbb,no_churn,0.11415629,0,no_churn,0.0142673495803546,-0.0025777754826776,0.0378340954957775,0.0087624567103375,0.132239142425933,0.0993180492926876,0.0955568458733569,0.0955736931109004,Male,52,No,No,Employed,Urban,High School or Below,1672120800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,0ff0f33a-e18d-41c0-a53b-a528da33a778,no_churn,0.005170811,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Male,35,No,Yes,Employed,Suburban,College,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f2e81af-e785-499a-8222-ca08f7b745b8,churn,0.67792153,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,74,Yes,No,Employed,Suburban,Master,1672120800
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c8639931-8f09-44a1-8c84-f4b52ccd39b7,no_churn,0.35476458,0,no_churn,-0.0092629024384859,-0.0016727387876562,0.0568996082585454,0.0071343934738069,0.115729404890208,0.0935810950560153,0.0685791453464844,0.0379263301562423,Male,42,Yes,No,Medical Leave,Suburban,College,1672120800
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ec8edaf2-9fdc-4db6-a13c-6470496b2bb4,churn,0.4744063,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Female,62,No,No,Employed,Suburban,Master,1672120800
5,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,59fa63ec-45bb-46ef-987b-262429228e1d,no_churn,0.60391986,0,no_churn,0.156715757010093,-0.0016066948636944,0.0018906553399938,-0.0328854335231972,0.0752465427571587,0.146316647140047,0.126605084009425,0.0795246283080996,Female,48,Yes,Yes,Disabled,Suburban,Bachelor,1672120800
58,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,33122866-b60f-4b60-9f76-7e547c5a8965,no_churn,0.015239881,0,no_churn,-0.0490711237454888,-0.0037533832783992,0.0110059088357593,-0.0064448266518229,0.0207068102628727,-0.167948772302188,-0.0348461329441488,-0.0386746317874349,Male,72,No,Yes,Employed,Suburban,High School or Below,1672120800
68,Yes,No,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,def7a85b-14ab-4edd-9804-2b7831ea2e51,no_churn,0.0635412259999999,0,no_churn,-0.126155977500057,-0.0026180363925232,-0.0403019147557279,-0.0102119534696976,0.0031801945729603,-0.144157144276323,0.0158281065892515,0.0354105721831001,Male,26,No,Yes,Employed,Urban,College,1672120800
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,86e9a06d-255f-431e-b2e8-df89eee0b0b5,churn,0.41873965,1,churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Female,31,Yes,No,Employed,Suburban,High School or Below,1672120800
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2c3418e2-09c9-4c4b-b107-564d9e7318e0,no_churn,0.35476458,0,no_churn,-0.0092629024384859,-0.0016727387876562,0.0568996082585454,0.0071343934738069,0.115729404890208,0.0935810950560153,0.0685791453464844,0.0379263301562423,Male,31,No,Yes,Retired,Suburban,High School or Below,1672120800
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,39a89f05-7341-4d55-aa64-43b0fee95a4c,no_churn,0.22502002,0,no_churn,-0.1139380356944,-0.0030797238534796,0.0249985583955003,0.0807396198228616,0.0136033561681597,0.0561790157596351,0.0096646733178658,0.0617349601596288,Male,46,No,Yes,Employed,Suburban,College,1672120800
18,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ab5a9b8a-2b1b-4603-8436-e4965de60232,churn,0.5066254,1,churn,-0.144106594039345,-0.0069563935643236,0.0208932934029508,0.0566376757198304,-0.141014060903658,0.0413334228862504,-0.0436722907320472,-0.0421412039242477,Male,69,Yes,No,Unemployed,Suburban,Bachelor,1672120800
38,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,7918f475-728f-4bb5-9142-8d406cfa8d32,churn,0.6125537,1,churn,-0.0456995648074189,-0.0104366627396302,-0.0031105548633422,0.001444147480015,0.0093202579541502,0.0972317817853036,0.0748986463761411,0.0561959320765072,Male,37,Yes,Yes,Employed,Urban,High School or Below,1672120800
30,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,e183bc75-7724-480d-99fa-2427d2409a72,no_churn,0.05392978,0,no_churn,-0.0562411148243245,-0.0042402631707955,-0.0084727677291175,-0.0561780560589522,-0.0201933888560051,-0.0865962143123943,-0.0161063521022879,-0.0209979944481665,Male,69,No,Yes,Unemployed,Suburban,College,1672120800
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,c9df5584-2c63-46c0-b085-339ecc8ce692,no_churn,0.311134,0,no_churn,-0.123266184581871,-0.0020949344040127,-0.0265852777578857,-0.0402778134243362,-0.049599354782249,-0.0684834236450115,-0.001192162572097,0.0424729981596647,Female,70,No,Yes,Employed,Suburban,College,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,f12631a1-8d37-435e-8186-2a85c0cfa5be,no_churn,0.006020785,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,41,No,Yes,Employed,Suburban,College,1672120800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,86657f34-f8ed-41e2-8979-955096520c01,churn,0.9168004,1,churn,0.284109536350757,-0.0049073646088027,0.0705388562640155,0.0646269527253207,0.0804939714271859,0.157836252349562,0.0365735889801772,0.0417020625339409,Male,73,No,No,Medical Leave,Suburban,College,1672120800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c384ae3f-63e4-47ce-9ead-597897c9597a,churn,0.41408285,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,77,No,No,Unemployed,Suburban,High School or Below,1672120800
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,cae62458-83c8-460f-93f5-218d7592491e,no_churn,0.028853483,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Female,40,No,Yes,Employed,Suburban,Bachelor,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,97921a7d-c429-40b8-9f8f-65dc4f8bc0a6,no_churn,0.0063888235,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Male,36,No,No,Retired,Suburban,Bachelor,1672120800
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,9837f48f-d488-4911-b451-e64422a38d3d,churn,0.6871353,1,churn,0.272129042711895,0.084873608744333,0.0269382227957339,-0.054536029089395,-0.0360109007597748,0.14961993765723,0.117654390186963,0.0603055791946826,Male,22,No,Yes,Employed,Urban,Bachelor,1672120800
62,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,01509835-56cc-430f-8a03-646427d9b131,no_churn,0.17616181,0,no_churn,-0.13410525459567,-0.0050508180780889,-0.0072237392042734,-0.0225697597759153,-0.0773097729665823,-0.0644887792568715,0.0251562766993765,0.030851408516969,Male,55,No,Yes,Employed,Suburban,High School or Below,1672120800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,34e9e1b4-35cc-4f12-9e7d-be56a5dd5b3d,churn,0.58435583,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,31,No,No,Employed,Suburban,Doctor,1672120800
72,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,98bd92c5-1588-421c-b209-6609f482ca0d,no_churn,0.010539031,0,no_churn,-0.165987036184338,-0.0023189642900251,-0.0066093733330308,-0.0407731079337099,0.0351333722196432,-0.137707391752365,0.0348892821759682,0.0443470670829629,Female,56,No,Yes,Disabled,Suburban,College,1672120800
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e09e4c1-edb3-49d9-aee6-bf3e8cc19937,no_churn,0.2893046,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Female,37,No,Yes,Employed,Urban,College,1672120800
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc9d9099-b065-4679-aa17-7ab379d6fdf2,no_churn,0.42292356,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Male,65,Yes,Yes,Employed,Suburban,Master,1672120800
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,aa17b3b1-f411-4558-bba8-5f1777b0d54d,no_churn,0.311134,0,no_churn,-0.123266184581871,-0.0020949344040127,-0.0265852777578857,-0.0402778134243362,-0.049599354782249,-0.0684834236450115,-0.001192162572097,0.0424729981596647,Male,51,Yes,No,Unemployed,Suburban,College,1672120800
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d7f63751-b24b-49a5-a070-440d0c77ccbf,churn,0.81743675,1,churn,0.143118991966865,0.0003197457623173,-0.041377000099128,-0.0028067367145649,0.0291393805107054,0.124727705520027,0.0365292126487293,0.0738225517677347,Male,20,Yes,No,Unemployed,Urban,High School or Below,1672120800
12,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,e469b975-b9ee-4c8e-8dd4-0b3e6ff5415d,no_churn,0.03785342,0,no_churn,-0.0127591734741417,-0.0055684863253554,-0.0263619211121113,-0.0990461731664891,-0.0043921260461866,-0.028816339888117,-0.0191123138608236,-0.025396021713218,Male,29,No,No,Unemployed,Suburban,College,1672120800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,030bd1b5-ff2c-46d9-86d6-fa06fd8774f3,no_churn,0.53271234,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,20,No,No,Employed,Suburban,College,1672120800
12,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,c96e7f19-a049-439f-8bb6-86bf6c2d8c71,no_churn,0.039650213,0,no_churn,-0.0394490392963507,-0.0079669632696641,-0.0108405262872111,-0.0461197177720714,-0.0014271886074311,-0.0639553302209424,-0.0291995588273857,-0.0475678280904867,Male,63,No,No,Employed,Suburban,High School or Below,1672120800
30,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,3be8bc20-1e4b-4c35-a492-3a7865ecc7e1,churn,0.23230115,0,no_churn,-0.0928510937132523,-0.0063289555214942,-0.0268104177596615,-0.0313209396231104,-0.0851406955915445,-0.0848691456806591,0.0311469441088775,0.0371481509971818,Male,72,No,Yes,Employed,Suburban,Bachelor,1672120800
14,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,79489541-4b97-432b-aa0b-a074a056c052,no_churn,0.114182755,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Female,29,No,Yes,Employed,Suburban,Bachelor,1672120800
57,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,58d47447-3490-4494-8cd9-6c462a263d69,churn,0.40733698,1,churn,0.0235300911788272,-0.0001831430003585,0.0710261616763,0.131761717069603,0.116853748796311,0.0769262720655751,0.193690308652422,0.0773687038739353,Female,49,No,Yes,Employed,Suburban,Bachelor,1672120800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,38b9db0b-ca0d-418a-9adf-882dc5705a4c,no_churn,0.34640408,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,72,No,No,Employed,Suburban,Bachelor,1672120800
30,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,2f6fd8cc-980b-4f9b-844b-c9ce8f020e78,churn,0.23230115,0,no_churn,-0.0928510937132523,-0.0063289555214942,-0.0268104177596615,-0.0313209396231104,-0.0851406955915445,-0.0848691456806591,0.0311469441088775,0.0371481509971818,Male,31,No,No,Unemployed,Rural,Bachelor,1672120800
61,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,8df68ff5-4af0-4984-a9e9-8c5ffd0619ed,no_churn,0.08011315,0,no_churn,-0.0244134243510734,-0.0013294961083011,-0.0257774826855211,-0.0081008674272015,0.0673491087640377,-0.0982685780951715,0.0500988381885054,0.0614157529990461,Female,41,No,Yes,Employed,Suburban,Bachelor,1672120800
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,2e89e03f-f168-4583-ba64-b8bbd5ddb9e4,no_churn,0.028853483,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Female,63,No,Yes,Employed,Suburban,Bachelor,1672120800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,33b754f9-3db8-4ccf-a8ec-75b5a842dc56,churn,0.58479977,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,33,No,No,Employed,Suburban,Bachelor,1672120800
72,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,ace35d2d-ec21-4b83-8364-5919ecf02b5d,no_churn,0.0048564076,0,no_churn,-0.135546112551328,-0.0023418168040279,-0.0113885953962926,-0.0057534310806568,0.0281369993174576,-0.19153876407885,0.0243516217762316,0.0450539473041317,Female,56,No,Yes,Employed,Suburban,Doctor,1672120800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8798aa99-ac3d-4c93-86a1-7c5f47a4d477,no_churn,0.44353023,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,21,No,No,Employed,Rural,College,1672120800
37,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,2e838ba4-4e9a-4061-a4e5-619a05025417,no_churn,0.13875955,0,no_churn,-0.0494189742056278,-0.0004699206872101,-0.0432875855526526,-0.0328490095556117,-0.0636792707403947,-0.0072828886157003,0.0669757477910025,0.0588190865357773,Male,80,Yes,No,Unemployed,Suburban,High School or Below,1672120800
68,Yes,No,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,0f782953-13aa-4400-9943-1cf7dd7896da,no_churn,0.0635412259999999,0,no_churn,-0.126155977500057,-0.0026180363925232,-0.0403019147557279,-0.0102119534696976,0.0031801945729603,-0.144157144276323,0.0158281065892515,0.0354105721831001,Male,37,No,No,Unemployed,Urban,College,1672120800
21,No,No phone service,High Speed,Phone_Support,One year,<80hrs,Active,7897875f-acf6-40f0-b723-9b2d1c2509ef,churn,0.1740092,1,churn,0.0309169359985003,0.0450625764849724,-0.0019016532007321,0.0159032823134793,0.0179092649931499,-0.0746547663286582,0.0571439931101576,0.0639275522967773,Male,20,Yes,No,Employed,Suburban,Master,1672120800
63,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,b0d97940-bfb0-4afd-9edb-01e75f6e845f,no_churn,0.009869943,0,no_churn,-0.0948130684298666,0.0089586930944551,-0.000313915275974,-0.0140336732587093,0.0049365862332433,-0.132727517775338,-0.021443628046436,-0.0195896302550227,Male,25,No,No,Employed,Suburban,High School or Below,1672120800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,04647f11-80db-42ea-b01c-459742954f8d,no_churn,0.82541496,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,68,Yes,No,Unemployed,Urban,High School or Below,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a8ac2a5c-f035-4ae4-b956-5d9373757b99,churn,0.8816344,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,54,Yes,Yes,Employed,Urban,High School or Below,1672120800
67,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,1c1d5f42-64fa-4f47-a6fa-57f7ccb495fb,churn,0.45472875,1,churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Male,53,No,No,Employed,Suburban,Bachelor,1672120800
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3107929f-a5eb-42cd-90a1-188146442a88,no_churn,0.4315577,0,no_churn,-0.235352610810542,-0.0034453432132067,-0.0500274693430492,0.0204087187944696,0.0153605587702168,0.0447483494282369,-0.0957741061031174,0.0350557495343491,Female,51,No,No,Unemployed,Suburban,High School or Below,1672120800
59,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,79de3afc-95ab-4138-b20c-ee255713a1bc,no_churn,0.1923591,0,no_churn,-0.197360863637778,-0.002767143945457,-0.0435968070143462,-0.0231245688281615,0.0365221828849826,0.0396152473942129,0.0089068711557047,0.0577789281986406,Male,80,Yes,Yes,Medical Leave,Suburban,High School or Below,1672120800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,74773833-cc1b-4eea-896d-ee3ea15b9966,no_churn,0.82541496,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,46,No,No,Employed,Suburban,College,1672120800
19,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e18cbbd8-c525-4a10-9041-14b7a3616309,no_churn,0.15387866,0,no_churn,-0.0972297020642236,0.0260178126096252,0.0015886161860817,-0.0636634817881258,-0.0639498280274165,0.0443135354012156,-0.0465870244778034,-0.0695160806118565,Male,35,No,Yes,Employed,Rural,Bachelor,1672120800
58,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,5f23a1aa-c02a-4b1e-b7a2-8577fc3341cb,no_churn,0.015239881,0,no_churn,-0.0490711237454888,-0.0037533832783992,0.0110059088357593,-0.0064448266518229,0.0207068102628727,-0.167948772302188,-0.0348461329441488,-0.0386746317874349,Male,71,No,Yes,Unemployed,Suburban,College,1672120800
59,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,f6ad237d-aa4d-4594-b1c3-94382376758a,no_churn,0.13754237,0,no_churn,-0.0501100948712155,-0.0019748538039857,-0.0476350139806345,-0.0259860414704417,0.0270745223073936,-0.214495723423825,0.0559295867755099,0.043171467694483,Male,46,No,Yes,Employed,Suburban,College,1672120800
22,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a57f44b0-af06-46d7-a4e1-5f100b577327,no_churn,0.044817265,0,no_churn,-0.0445288763054577,-0.0085020247749162,-0.0295503946157077,-0.0353769663807725,-0.050241624380742,0.0503370300734422,-0.0375078219153692,-0.0699054724839334,Male,27,Yes,Yes,Employed,Suburban,Master,1672120800
62,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,2ed1a898-6828-46dd-8719-93a26742bd45,no_churn,0.014374261,0,no_churn,-0.0721433513571264,-0.0068958472197346,-0.0109687217491909,-0.0207075248108594,-0.0215711403073919,-0.0698899439729666,-0.0200244039181234,-0.02682521922874,Female,57,Yes,No,Employed,Suburban,Master,1672120800
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,2521a56d-d383-4471-b041-46dd8555e8dc,no_churn,0.028853483,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Female,62,No,Yes,Employed,Suburban,Bachelor,1672120800
12,Yes,Yes,Medium Speed,In_Store_Support,One year,<80hrs,Active,16965ee6-0502-4afd-ba7f-b07202acba25,churn,0.18086925,1,churn,-0.009543513254689,-0.0057606109151674,0.010992209271144,-0.0842453965193726,-0.0295111709202774,-0.152264655689896,0.0052857102991401,0.0260212737616939,Female,72,No,No,Employed,Suburban,College,1672120800
51,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,101cf8f3-5f34-4fc4-b9f2-f227a0ebc4ff,no_churn,0.2651338,0,no_churn,-0.148103234622304,0.0205217589766107,-0.013332246648988,-0.0644956226645445,-0.0369473927714352,0.0393778921280682,-0.0303976481958488,-0.0356496579056329,Male,71,No,Yes,Unemployed,Rural,High School or Below,1672120800
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0a4358f-1886-475d-ae93-8c106fd9997e,churn,0.41873965,1,churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Female,74,Yes,No,Medical Leave,Urban,College,1672120800
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ceaea823-a36d-41fb-bb34-a916660fbce3,churn,0.4744063,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Female,32,Yes,No,Unemployed,Suburban,Master,1672120800
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a9a90113-4bf8-4024-b037-1da19f320ed1,no_churn,0.37467447,0,no_churn,0.192528160534539,-0.001512251869899,-0.0139565130447817,0.0463114716057089,0.108596451034282,0.142352733877906,0.154201192194614,0.0612621370382839,Male,33,No,No,Employed,Suburban,Master,1672120800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6f7a307a-d2f3-42b4-a9ee-0c1576e918bc,churn,0.58435583,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,52,No,Yes,Employed,Urban,High School or Below,1672120800
18,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,994220ea-aa7a-4402-b7e4-6d8fadd0e388,no_churn,0.085788116,0,no_churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Female,49,No,Yes,Employed,Urban,Bachelor,1672120800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,96cb626f-f9f3-430b-9c3f-e8881e16ce5b,no_churn,0.0057440046,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Female,57,No,No,Retired,Suburban,Master,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a782a6c1-b775-4a81-8ead-fd0779d5f3c0,no_churn,0.6255432,0,no_churn,0.148578044034384,-0.0050192020515896,0.013181136612402,0.071287250190744,0.116865382727337,0.122464333244297,0.0695094806445195,0.0532740999505222,Male,31,Yes,Yes,Employed,Suburban,College,1672120800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4a34580d-2b6b-4e14-9314-9478131cdd89,churn,0.27904657,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,42,Yes,No,Employed,Urban,Bachelor,1672120800
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3dbf8534-e250-4daf-8137-d4cae5fea906,churn,0.83402544,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,32,Yes,Yes,Employed,Suburban,Master,1672120800
34,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,b9435b1a-0f56-4ac2-bcb5-ca3333821e4e,no_churn,0.010450351,0,no_churn,-0.0396847485932266,-0.0039533291580119,0.0038529909394674,-0.0480237291268167,-0.0473846433031394,-0.103738117076573,-0.0148489467984472,-0.015245628975208,Female,62,No,No,Unemployed,Suburban,Bachelor,1672120800
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,08b2c996-9ce6-4ca1-9f19-9300b498f71c,no_churn,0.0022029055,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,79,No,No,Employed,Suburban,College,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,37c41e18-3ad7-4438-b5eb-2afbf1df5e11,churn,0.87484163,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,66,No,Yes,Medical Leave,Suburban,College,1672120800
60,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,57529918-486d-4703-9512-10b7f26ff408,no_churn,0.012932106,0,no_churn,-0.063792648165072,-0.0031364282019785,-0.0116196676169511,-0.0159410765272514,-0.0631053789998259,-0.162165333356679,0.0276599336541858,0.0230744460644655,Female,20,No,Yes,Employed,Suburban,Bachelor,1672120800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad2bf5b7-872c-47b9-8c78-ff1c68b58384,no_churn,0.5004504,0,no_churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,26,No,No,Employed,Suburban,High School or Below,1672120800
27,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,af95669f-6e75-4f69-974b-c0aead2be7fd,no_churn,0.056274116,0,no_churn,-0.0785714022837419,-0.0035967081846138,-0.0246947237426866,0.0332605980881817,0.0022309531563223,-0.145080841339723,-0.0254473010315632,-0.0271267262121546,Female,48,Yes,Yes,Unemployed,Suburban,College,1672120800
12,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,2cc29fff-08ef-4c60-87ff-c355290ae988,no_churn,0.03785342,0,no_churn,-0.0127591734741417,-0.0055684863253554,-0.0263619211121113,-0.0990461731664891,-0.0043921260461866,-0.028816339888117,-0.0191123138608236,-0.025396021713218,Male,28,Yes,Yes,Employed,Suburban,High School or Below,1672120800
12,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d66a031-3e0b-404b-81e4-b625f6e74da9,no_churn,0.14368337,0,no_churn,-0.0377496964144529,0.0527225366956918,0.0103108123706579,-0.0492400061597982,-0.0284174738916135,0.045882354728501,-0.0456180262181078,-0.046916652051409,Male,62,No,No,Employed,Rural,Bachelor,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e4e2031-aa99-4a75-b339-b3a563b62060,churn,0.87484163,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,59,No,Yes,Unemployed,Suburban,High School or Below,1672120800
18,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ce7420c2-a61a-404e-bb26-41f1bf1b9b5d,churn,0.5066254,1,churn,-0.144106594039345,-0.0069563935643236,0.0208932934029508,0.0566376757198304,-0.141014060903658,0.0413334228862504,-0.0436722907320472,-0.0421412039242477,Male,64,Yes,Yes,Unemployed,Rural,Bachelor,1672120800
66,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,c3e0ed7c-129d-42c2-8f3d-4379158cec00,no_churn,0.0219183079999999,0,no_churn,-0.0371482174233278,-0.0034814673604705,-0.0217163035766498,-0.026250172356431,-0.0003833194262188,-0.121645722825324,-0.0277404273670436,-0.0306605226908322,Female,66,No,Yes,Employed,Suburban,Bachelor,1672120800
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,532753be-48d8-48f9-b39a-8b9859055fa3,churn,0.81743675,1,churn,0.143118991966865,0.0003197457623173,-0.041377000099128,-0.0028067367145649,0.0291393805107054,0.124727705520027,0.0365292126487293,0.0738225517677347,Male,42,No,Yes,Unemployed,Rural,Bachelor,1672120800
12,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,cb340e2b-7153-44ff-87e5-91f460d510de,no_churn,0.03785342,0,no_churn,-0.0127591734741417,-0.0055684863253554,-0.0263619211121113,-0.0990461731664891,-0.0043921260461866,-0.028816339888117,-0.0191123138608236,-0.025396021713218,Male,59,No,Yes,Employed,Suburban,Bachelor,1672120800
5,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a14ecc70-24c9-4b1b-b540-391f46a323dc,no_churn,0.092363514,0,no_churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Female,77,No,No,Employed,Urban,Master,1672120800
61,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,1837c2d6-161d-4c63-b476-009d3e02040e,no_churn,0.08011315,0,no_churn,-0.0244134243510734,-0.0013294961083011,-0.0257774826855211,-0.0081008674272015,0.0673491087640377,-0.0982685780951715,0.0500988381885054,0.0614157529990461,Female,21,No,No,Employed,Rural,Master,1672120800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a5be0a17-ea23-437a-a40f-d859c583bbb7,churn,0.58479977,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,44,No,No,Unemployed,Suburban,Bachelor,1672120800
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,0eaa8f9e-e088-464b-8b5c-920919b6ffca,churn,0.4744063,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Female,70,No,No,Employed,Rural,Bachelor,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8e63ac76-e86c-492f-82fe-86960337b694,churn,0.3286023,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Female,21,No,No,Employed,Rural,College,1672120800
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fb625d24-7773-4754-88b0-ebf4d13163f6,churn,0.5025994,1,churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Female,56,No,Yes,Employed,Suburban,High School or Below,1672120800
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,04032407-cb68-459d-b573-65d7981b810f,no_churn,0.10200392,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,33,No,No,Unemployed,Suburban,High School or Below,1672120800
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,65a536fd-6997-4a2d-82d5-31bafa388699,no_churn,0.028853483,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Female,80,Yes,No,Employed,Suburban,High School or Below,1672120800
61,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,a72b009a-7282-432e-9a43-d139147c2572,no_churn,0.008168853,0,no_churn,-0.131883343702366,-0.0019545982222189,0.0033941917080301,0.0322616595415638,0.0562112271140176,-0.212027690727918,0.0693383027166419,0.0564674330232082,Female,52,No,Yes,Unemployed,Suburban,Bachelor,1672120800
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,206d4d69-a170-4050-a148-52a90f613665,churn,0.43123433,1,churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Male,35,No,No,Employed,Suburban,College,1672120800
64,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,afcea8e6-da26-47b7-8896-c33553dcee16,no_churn,0.009431998,0,no_churn,-0.0589658081083143,-0.0029895495367782,-0.0120161123949856,-0.0107095201551783,-0.018520590750486,-0.113896895270991,-0.0214715033647735,-0.0284561735599345,Female,32,Yes,No,Unemployed,Urban,College,1672120800
31,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,27c09271-2ca9-4f5a-92c4-f1601734c759,no_churn,0.0070790993,0,no_churn,-0.0224551566206719,-0.0037269146157268,-0.0582529080197855,-0.0203960283958258,0.0019453063087166,-0.105653218842854,-0.0237518697606174,-0.036735363024909,Male,43,No,Yes,Employed,Urban,College,1672120800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,19aa99b9-e11e-4492-a749-8c2601bfb532,churn,0.27904657,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,51,Yes,Yes,Employed,Suburban,Bachelor,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3c99347-ecb1-4c3f-bd25-b50a32577251,churn,0.67792153,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,55,No,No,Employed,Urban,High School or Below,1672120800
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8dc2f227-f79d-4d6e-8276-00fb164800a8,no_churn,0.37467447,0,no_churn,0.192528160534539,-0.001512251869899,-0.0139565130447817,0.0463114716057089,0.108596451034282,0.142352733877906,0.154201192194614,0.0612621370382839,Male,36,No,Yes,Disabled,Suburban,Bachelor,1672120800
64,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,608ef667-5f97-4861-a445-beff4df6fc51,no_churn,0.0926274659999999,0,no_churn,-0.210739567261917,-0.0094767428329214,-0.0090569497002707,-0.0076731161124689,-0.0264145689146607,0.0226340482434579,0.0127819906836339,0.0189187541287901,Male,71,No,No,Employed,Suburban,High School or Below,1672120800
69,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,d7f58623-b853-469a-88d8-79abd4caa274,no_churn,0.07263483,0,no_churn,-0.039247567262073,-0.0029314444804185,0.0111521019126212,-0.0494271910124552,-0.0890020192951851,-0.13894776072726,0.0201918678242691,0.0291858604370372,Female,47,No,No,Unemployed,Rural,College,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d80ffee-8637-4751-94ed-230d480e956c,churn,0.7356381,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,26,No,No,Employed,Suburban,College,1672120800
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cae1540-7fd4-4384-8240-0ca93450da20,no_churn,0.16880016,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,80,Yes,No,Employed,Suburban,Bachelor,1672120800
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2aa695ca-f3cf-4d65-a8aa-6ec67d45fbde,churn,0.41873965,1,churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Male,80,No,No,Employed,Suburban,Master,1672120800
47,Yes,No,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,cad5bdc2-8d3d-4566-8921-f8f2532aa51b,no_churn,0.16647078,0,no_churn,-0.0156896075960139,-0.0020569762625382,0.0064815972684118,0.0418293789300696,0.0788713866088619,-0.0605383151791647,-0.0172216186569312,0.0592980066411291,Male,42,No,No,Unemployed,Suburban,College,1672120800
63,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,6714c3bc-e81c-42d4-980f-06095ad00bed,no_churn,0.009869943,0,no_churn,-0.0948130684298666,0.0089586930944551,-0.000313915275974,-0.0140336732587093,0.0049365862332433,-0.132727517775338,-0.021443628046436,-0.0195896302550227,Female,41,No,Yes,Unemployed,Suburban,College,1672120800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,45fdbf99-e158-4d9a-ac56-c9f774850379,no_churn,0.19068243,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,46,No,Yes,Employed,Suburban,College,1672120800
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,fbe33ccb-58bb-449a-93f0-6786ab2e6c96,churn,0.4744063,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Female,79,Yes,Yes,Employed,Urban,Bachelor,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ffb1292a-e305-438c-8a96-5b9ecfdeb70e,churn,0.8908852,1,churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,41,No,No,Employed,Suburban,College,1672120800
40,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,004330c3-ecf2-4d92-b0ea-fd194f5548f6,no_churn,0.40211293,0,no_churn,-0.117250189112692,-0.0118596816670287,-0.0122693243159847,0.0588685324578546,0.0213249999886647,0.0622714849956173,-0.0071761412450177,-0.0091064601013022,Male,57,No,Yes,Unemployed,Rural,Bachelor,1672120800
61,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,92887d84-0ff2-459f-a286-fce04b4f3f7a,churn,0.18526228,1,churn,-0.12932293108619,-0.0022265585201967,0.0151309322375891,0.0189455304099738,0.0002197802953924,-0.105023051399676,-0.0129015949866334,0.0361517427577746,Female,25,No,No,Employed,Suburban,College,1672120800
40,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,60669547-153e-4fa4-b27e-9fb13ee80bbf,no_churn,0.11446052,0,no_churn,-0.102533964798067,-0.0103473224853405,-0.0114729953829737,-0.0159916613543646,-0.0229190302691131,0.0412788597637063,-0.022077031825338,-0.0249630044758305,Male,36,No,Yes,Unemployed,Rural,Bachelor,1672120800
57,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0a5480c8-f3ad-4b27-851c-6295946c9b77,no_churn,0.061627015,0,no_churn,-0.0870865560679067,-0.00899535584771,-0.0009985679026613,-0.008585404789992,-0.104083207631329,0.0096851923695703,-0.0346364420822465,-0.0243258106754365,Female,25,Yes,No,Unemployed,Suburban,High School or Below,1672120800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,941e07d8-dc93-4121-a77c-3a3e692605fa,churn,0.4601933,1,churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Female,68,No,No,Employed,Suburban,Bachelor,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,37829212-51d0-4f1b-843b-73a2266c817b,no_churn,0.006020785,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,36,No,No,Employed,Urban,High School or Below,1672120800
53,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,7c29fa0c-0542-4f4a-b495-b41be16fd693,no_churn,0.021593792,0,no_churn,-0.0840086204598401,-0.0029575476535319,0.0089726153511128,-0.0464271105000807,-0.0441546488714266,-0.134228283295306,0.023998245059256,0.0297791986265701,Female,67,No,Yes,Unemployed,Suburban,Bachelor,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,727d383c-fccd-4636-9255-24ea7b4a7b2a,no_churn,0.6255432,0,no_churn,0.148578044034384,-0.0050192020515896,0.013181136612402,0.071287250190744,0.116865382727337,0.122464333244297,0.0695094806445195,0.0532740999505222,Male,51,Yes,Yes,Unemployed,Urban,College,1672120800
23,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,b1cab43b-9f27-4e68-9b3a-b61e1d8231dd,no_churn,0.112379014,0,no_churn,-0.0745189720437429,-0.0055318957976487,0.0157212343301671,-0.0333736478910213,-0.14542712420669,-0.0435744749946934,0.0170177880259507,0.0239942724085176,Male,52,No,No,Unemployed,Suburban,Bachelor,1672120800
24,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,227a8eb3-ce3d-4db8-8a8d-cb1023f26229,churn,0.40761328,1,churn,-0.0759275947671312,0.0763122704994066,0.0214895108820655,0.0336147048613565,-0.0831254811478265,0.0750210141228444,-0.0125826357454025,0.0261720602259811,Female,52,No,Yes,Unemployed,Suburban,Bachelor,1672120800
20,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,60366143-2920-41bd-8791-b9d66013d131,no_churn,0.014757845,0,no_churn,-0.0277230174860414,-0.0062863649329119,-0.0210516874398308,-0.0355808767229609,0.0077307285200549,-0.105714166172584,-0.0350421429370362,-0.0453586260464726,Male,38,No,Yes,Employed,Suburban,Master,1672120800
50,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,4c06f1f4-497c-46f9-813b-cebf51c9ec21,no_churn,0.0660013,0,no_churn,-0.0067165242453802,0.0669771095622672,0.0206579438389508,0.0102915165287595,0.0627170743205079,-0.0417854356638372,-0.0138657291148456,-0.0173021066405317,Female,41,No,No,Unemployed,Urban,Bachelor,1672120800
19,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5230a9d8-53aa-4440-acb1-3816b76573ac,no_churn,0.15387866,0,no_churn,-0.0972297020642236,0.0260178126096252,0.0015886161860817,-0.0636634817881258,-0.0639498280274165,0.0443135354012156,-0.0465870244778034,-0.0695160806118565,Male,52,No,No,Employed,Suburban,Bachelor,1672120800
32,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,e71c4cd7-43fc-41bf-92a0-b149add02b3d,churn,0.10367217,1,churn,0.245697211818583,0.0014546801460528,0.0349417583705462,0.193065908018298,0.135045001701228,0.0180322361085836,0.0237476111417527,-0.0010105474929969,Female,72,Yes,No,Employed,Rural,High School or Below,1672120800
64,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,8f9eb9d5-bd7c-4e4d-8b92-60a58287519a,no_churn,0.009431998,0,no_churn,-0.0589658081083143,-0.0029895495367782,-0.0120161123949856,-0.0107095201551783,-0.018520590750486,-0.113896895270991,-0.0214715033647735,-0.0284561735599345,Female,24,Yes,No,Unemployed,Suburban,High School or Below,1672120800
27,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,8884b529-5128-465c-be72-0d4000d970ea,no_churn,0.016077442,0,no_churn,-0.0505068402271535,-0.0041446163534419,-0.0135870394894845,-0.0421614682543713,-0.0342540674922383,-0.0909859276944189,-0.0159858613620963,-0.017400330144369,Male,67,Yes,No,Unemployed,Urban,College,1672120800
24,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,85549d7f-68e2-4710-a0d7-d42916226c1d,no_churn,0.08025415,0,no_churn,-0.123277576174469,-0.0079211679092259,-0.0407737789858583,-0.0241490260467071,-0.0435980423562978,0.0297547843824395,-0.0328542890896187,-0.0262070555709397,Female,75,No,Yes,Employed,Rural,Doctor,1672120800
31,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Active,0c955463-7d6b-47f9-a7df-99c2e3efd42e,no_churn,0.018955793,0,no_churn,-0.0254551988356979,-0.0009659248720709,-0.0512746780427914,0.0046811016293395,0.0750385476789779,-0.166454364816855,0.0158154682188433,0.0695888978102993,Male,66,No,No,Disabled,Suburban,Bachelor,1672120800
24,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,8decde64-9c26-47a9-9f70-122dfbf34ae4,churn,0.40761328,1,churn,-0.0759275947671312,0.0763122704994066,0.0214895108820655,0.0336147048613565,-0.0831254811478265,0.0750210141228444,-0.0125826357454025,0.0261720602259811,Female,56,No,Yes,Employed,Urban,Bachelor,1672120800
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,cff09cc4-68bc-4294-bfb6-07f21567df6c,no_churn,0.37467447,0,no_churn,0.192528160534539,-0.001512251869899,-0.0139565130447817,0.0463114716057089,0.108596451034282,0.142352733877906,0.154201192194614,0.0612621370382839,Female,42,No,Yes,Unemployed,Suburban,Doctor,1672120800
4,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,104cab0e-f7ce-4a6c-a4a9-b3871d9abcb6,no_churn,0.30507946,0,no_churn,0.0210787194778436,-0.0083606191395847,-0.0551352448572197,-0.0824523285431496,0.0700454203084154,0.097572960549005,-0.0157642115430644,0.002905816921193,Female,38,Yes,No,Employed,Suburban,Master,1672120800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,07d33365-f0ab-4c98-b33a-a9ee2c729b15,churn,0.4601933,1,churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,77,No,Yes,Employed,Rural,High School or Below,1672120800
57,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,4cf43886-9823-4f23-836a-4ad27819c611,churn,0.15924539,1,churn,-0.0528205772099681,-0.0013060535931072,-0.0757281370578493,-0.0100195712718959,0.0344151302844147,-0.138156411615055,0.0567348507799397,0.0578546206502323,Male,42,No,No,Employed,Suburban,Master,1672120800
41,Yes,Yes,Medium Speed,Phone_Support,One year,100hrs+,Active,b3ca403e-2292-451e-b635-7e68a942bed5,no_churn,0.0923366,0,no_churn,-0.0513102888676257,-0.0010020907052967,-0.0427859526726479,-0.0567416321517703,0.0471430094448169,-0.15883206804504,0.0507986201023231,0.0637042513343112,Male,80,No,No,Employed,Rural,College,1672120800
63,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,959fc485-dd79-4a14-a6ed-e8b7ba9fe4c0,no_churn,0.015991235,0,no_churn,-0.0145077177732127,-0.0024202221829909,-0.0030500497964567,-0.0069757340720843,-0.0019836758458041,-0.212513817681411,-0.0113534702052493,-0.0162214630638663,Male,50,Yes,No,Employed,Urban,Bachelor,1672120800
59,Yes,No,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,8e8ad319-40fc-4abe-81eb-b87a4cc255d6,no_churn,0.13754237,0,no_churn,-0.0501100948712155,-0.0019748538039857,-0.0476350139806345,-0.0259860414704417,0.0270745223073936,-0.214495723423825,0.0559295867755099,0.043171467694483,Female,44,No,Yes,Employed,Urban,Bachelor,1672120800
28,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,014ebfce-dacb-4921-94d9-fb9e92a9f5ee,churn,0.32145667,1,churn,0.0195973036443683,0.0003008284322459,0.0977966775961795,0.0252568865518333,0.145248219577697,-0.029622135395557,0.163317848313363,0.11824489369732,Male,38,No,No,Employed,Suburban,High School or Below,1672120800
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6001a441-a160-4fba-8ffd-a6f9eaf1c4c0,no_churn,0.3714218,0,no_churn,-0.108653199196133,-0.0022926282434673,0.0679099432050588,0.0191761507781302,0.0318238057048529,0.085284583083976,-0.0058418464141414,0.0065908519890763,Male,41,No,No,Medical Leave,Suburban,College,1672120800
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fb37d642-0d46-464d-a5d4-48b492c846f1,no_churn,0.5464627,0,no_churn,0.0737947059817906,-0.0055006650736504,-0.0934462178510602,0.0402099523089782,-0.0100998384687227,0.109595274925214,-0.0271308734757258,0.0376031001408046,Female,75,Yes,No,Employed,Suburban,College,1672120800
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,05ea1234-9d62-4e58-84a3-4eaaae9b02fb,churn,0.22722852,1,churn,-0.0939466706347138,-0.0015786827031297,0.0520219876965529,0.0390727428465106,0.0581869877738063,-0.0057906146005279,0.0859382537971396,0.0679825499573598,Female,46,No,Yes,Employed,Suburban,Bachelor,1672120800
30,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,b0243fa5-9997-4e9a-8bd5-838bc5d44ab1,no_churn,0.11415629,0,no_churn,0.0142673495803546,-0.0025777754826776,0.0378340954957775,0.0087624567103375,0.132239142425933,0.0993180492926876,0.0955568458733569,0.0955736931109004,Male,42,No,No,Medical Leave,Rural,High School or Below,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a3f36a43-c305-4f47-b9a9-d7e963c6b2c8,churn,0.81929755,1,churn,0.115761000654547,-0.0043682765381527,0.146165289842211,0.0237882881438963,0.10756953160695,0.115227764773854,0.101798336486463,0.0729485919148101,Male,80,No,No,Employed,Rural,High School or Below,1672120800
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,96e52221-76ee-40ea-a2d0-dd198ee67972,no_churn,0.09136167,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Female,78,Yes,Yes,Employed,Urban,College,1672120800
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,622cd19e-408f-49ec-a663-5bd44c8fa446,no_churn,0.18520892,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,45,No,No,Unemployed,Suburban,Master,1672120800
31,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Active,8f4999eb-7915-4101-ac58-9c0d41942582,no_churn,0.018955793,0,no_churn,-0.0254551988356979,-0.0009659248720709,-0.0512746780427914,0.0046811016293395,0.0750385476789779,-0.166454364816855,0.0158154682188433,0.0695888978102993,Female,38,No,No,Unemployed,Urban,College,1672120800
12,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,90a77e0d-08c1-4adb-9dec-02724e889bfe,no_churn,0.039650213,0,no_churn,-0.0394490392963507,-0.0079669632696641,-0.0108405262872111,-0.0461197177720714,-0.0014271886074311,-0.0639553302209424,-0.0291995588273857,-0.0475678280904867,Male,66,No,Yes,Employed,Suburban,College,1672120800
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,939ede5b-3545-4bf4-aa6e-e6968ea702b4,no_churn,0.37467447,0,no_churn,0.192528160534539,-0.001512251869899,-0.0139565130447817,0.0463114716057089,0.108596451034282,0.142352733877906,0.154201192194614,0.0612621370382839,Male,55,No,Yes,Employed,Urban,Master,1672120800
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a6d605c1-6f3a-4171-9832-08166ce79cc1,no_churn,0.37467447,0,no_churn,0.192528160534539,-0.001512251869899,-0.0139565130447817,0.0463114716057089,0.108596451034282,0.142352733877906,0.154201192194614,0.0612621370382839,Male,62,No,Yes,Unemployed,Suburban,Bachelor,1672120800
26,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,aa6240ce-8b7b-4001-ae46-f1d8dc8730e5,no_churn,0.0210413279999999,0,no_churn,-0.0593413179828257,-0.0057032763827419,0.0127476879499909,-0.0517763307015957,-0.0274930649224324,-0.0906718023529992,-0.0164921937923281,-0.0227958542601845,Male,49,Yes,Yes,Employed,Rural,Bachelor,1672120800
61,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,2f698eb6-d9ed-41f0-ae39-04ab2f4d89b4,no_churn,0.311134,0,no_churn,-0.123266184581871,-0.0020949344040127,-0.0265852777578857,-0.0402778134243362,-0.049599354782249,-0.0684834236450115,-0.001192162572097,0.0424729981596647,Male,70,No,No,Employed,Suburban,College,1672120800
49,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,16877dbf-48c4-43ee-924b-0281070efc7f,no_churn,0.35476458,0,no_churn,-0.0092629024384859,-0.0016727387876562,0.0568996082585454,0.0071343934738069,0.115729404890208,0.0935810950560153,0.0685791453464844,0.0379263301562423,Female,33,Yes,No,Employed,Suburban,High School or Below,1672120800
56,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,cf7620d4-2cde-413a-8482-9487efa79a9f,no_churn,0.26227215,0,no_churn,0.119123442370092,-0.0005485413189308,0.100458844103377,0.0856967547007479,0.125843925013241,-0.0537131841759855,0.070076840149486,0.0458453057215228,Female,60,No,Yes,Employed,Suburban,High School or Below,1672120800
56,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,e952ba74-26eb-42d2-8473-4ce0c1b71001,no_churn,0.26227215,0,no_churn,0.119123442370092,-0.0005485413189308,0.100458844103377,0.0856967547007479,0.125843925013241,-0.0537131841759855,0.070076840149486,0.0458453057215228,Male,63,No,Yes,Employed,Rural,College,1672120800
62,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,2741b66a-353a-4849-bbec-285dd93124f1,no_churn,0.1445284,0,no_churn,-0.189459374015714,-0.0032801510349963,-0.0200520084969684,0.0188982408194351,-0.0288172744769508,-0.0572927511001398,-0.01192155396835,0.0228987190808038,Female,27,No,No,Disabled,Suburban,High School or Below,1672120800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f6d21b7d-1f16-4f1c-8e83-63c139188002,churn,0.7359217,1,churn,0.127033867274804,-0.0052397988599841,-0.0529530564268043,0.0403003892532797,0.0389458326101703,0.126667778844876,0.0836478072111822,0.058071035373232,Male,54,No,No,Retired,Rural,Bachelor,1672120800
23,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,93af7ddf-fe7c-4371-816b-0d4cff4fb365,no_churn,0.112379014,0,no_churn,-0.0745189720437429,-0.0055318957976487,0.0157212343301671,-0.0333736478910213,-0.14542712420669,-0.0435744749946934,0.0170177880259507,0.0239942724085176,Female,39,Yes,No,Retired,Suburban,Bachelor,1672120800
34,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,daa962d1-6c0f-48d1-8a40-2832c3f1c17e,no_churn,0.17639917,0,no_churn,-0.083605631316077,-0.0551646072521725,-0.0230418140531674,-0.0551947826435571,-0.0096835073887268,0.0518210553417156,-0.0312955321705067,-0.0428613305237377,Female,50,No,Yes,Unemployed,Suburban,High School or Below,1672120800
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9ade6f0-3057-4558-8380-04d1d7bf7ca9,no_churn,0.09136167,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Female,45,No,Yes,Employed,Suburban,College,1672120800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0053636a-63d2-4ca2-9517-7b1640291810,no_churn,0.17727882,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,40,No,Yes,Unemployed,Rural,Bachelor,1672120800
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,b1f7044a-3940-42cd-98f8-7c5add0ff956,no_churn,0.002870379,0,no_churn,-0.0885462924281546,-0.0038519305010595,-0.0007920068514704,-0.0275886871904094,0.0030778035408002,-0.108255916200947,-0.0167070705667265,-0.0263620522360906,Female,80,No,Yes,Employed,Suburban,Bachelor,1672120800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,93111daa-c5eb-41c5-98c5-e5eabbd62f45,no_churn,0.19068243,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,34,Yes,No,Employed,Suburban,Bachelor,1672120800
58,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,b7e271e5-a366-460b-a4ba-3f41e0b6d978,no_churn,0.015239881,0,no_churn,-0.0490711237454888,-0.0037533832783992,0.0110059088357593,-0.0064448266518229,0.0207068102628727,-0.167948772302188,-0.0348461329441488,-0.0386746317874349,Male,49,No,Yes,Employed,Urban,Bachelor,1672120800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,aadfa2dd-1d3c-4411-ac06-1b06e45f478d,no_churn,0.34640408,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,47,Yes,Yes,Employed,Suburban,High School or Below,1672120800
5,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e5850b5a-73f2-402e-a89e-1760efad9180,no_churn,0.60391986,0,no_churn,0.156715757010093,-0.0016066948636944,0.0018906553399938,-0.0328854335231972,0.0752465427571587,0.146316647140047,0.126605084009425,0.0795246283080996,Male,21,Yes,Yes,Employed,Suburban,Bachelor,1672120800
29,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,1b32818d-15e1-49e7-8507-9153459355ef,churn,0.42771137,1,churn,-0.108790007157495,-0.0032867121010713,-0.0089119824793306,-0.031422855744604,0.0324985035427562,0.0291500064719002,0.0546063719571975,0.0752495750998059,Male,73,Yes,No,Unemployed,Urban,Master,1672120800
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2c200b15-650a-4a74-9715-efcd19224e48,no_churn,0.22502002,0,no_churn,-0.1139380356944,-0.0030797238534796,0.0249985583955003,0.0807396198228616,0.0136033561681597,0.0561790157596351,0.0096646733178658,0.0617349601596288,Female,72,No,No,Employed,Suburban,High School or Below,1672120800
5,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,9b6f5677-2c38-4b74-a82a-8fdd40522f66,no_churn,0.092363514,0,no_churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Female,78,No,Yes,Employed,Suburban,Master,1672120800
57,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d2a5c45a-e3b8-4135-93e6-1e41cb8b4ade,churn,0.40733698,1,churn,0.0235300911788272,-0.0001831430003585,0.0710261616763,0.131761717069603,0.116853748796311,0.0769262720655751,0.193690308652422,0.0773687038739353,Male,30,No,Yes,Unemployed,Suburban,Bachelor,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5cc69150-6a1b-438f-9327-c07fa2c4b87c,churn,0.7356381,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,42,No,Yes,Employed,Suburban,Bachelor,1672120800
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f3cb70e-67ff-4d8b-be84-27c4279bbe4a,no_churn,0.09136167,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Female,73,Yes,No,Employed,Suburban,Master,1672120800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,6a69f3b9-8573-4c68-a92c-e8f6731d1d98,no_churn,0.0057440046,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Male,80,No,No,Unemployed,Urban,College,1672120800
57,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,5bc11013-6a0f-497f-8664-425873fa538e,churn,0.15924539,1,churn,-0.0528205772099681,-0.0013060535931072,-0.0757281370578493,-0.0100195712718959,0.0344151302844147,-0.138156411615055,0.0567348507799397,0.0578546206502323,Male,54,No,No,Employed,Suburban,Bachelor,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,09245a7b-e4d8-4da0-b6ce-f6e7b217bf84,churn,0.76535976,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,77,No,No,Employed,Suburban,Doctor,1672120800
58,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,d66db491-5b7b-4fc2-879c-46286da4f35e,no_churn,0.20043164,0,no_churn,-0.110109736188497,-0.0053637347964831,0.0025692538297607,0.081504481676493,-0.0194357546839273,-0.0282147148728836,0.0307523539860903,0.0592717033979715,Female,25,Yes,Yes,Employed,Suburban,High School or Below,1672120800
55,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,94d78b8b-b4ba-4bcd-adca-5afbb17b20fe,no_churn,0.03733448,0,no_churn,-0.0583763623244067,-0.0051832151206326,-0.0272005496643487,-0.0696890385885126,0.0153790629496688,-0.058065622504364,-0.0375555994762453,-0.0283348280727932,Female,75,No,No,Employed,Suburban,High School or Below,1672120800
57,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,45a57b91-421c-47d6-97e8-f9eb751cfe29,churn,0.15924539,1,churn,-0.0528205772099681,-0.0013060535931072,-0.0757281370578493,-0.0100195712718959,0.0344151302844147,-0.138156411615055,0.0567348507799397,0.0578546206502323,Male,51,No,No,Employed,Suburban,College,1672120800
35,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,fc2bcbff-db12-4cfe-845e-600b2c0ef8fe,no_churn,0.009830473,0,no_churn,-0.0376080834398271,-0.0043730403865447,-0.0110966487179666,-0.0508063475430844,0.0162938712146751,-0.114574357424908,-0.0273247029841695,-0.0395368437648357,Male,53,No,No,Retired,Urban,Bachelor,1672120800
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,75a18794-c394-4602-8eb7-7fe68d6e57e8,no_churn,0.09136167,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Female,29,No,Yes,Employed,Suburban,High School or Below,1672120800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,102772e8-359f-441f-9d24-9583efa2bbe7,churn,0.5894364,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,55,No,No,Medical Leave,Suburban,Master,1672120800
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,1b6fddde-be8e-4017-ab97-49588feed72f,churn,0.6871353,1,churn,0.272129042711895,0.084873608744333,0.0269382227957339,-0.054536029089395,-0.0360109007597748,0.14961993765723,0.117654390186963,0.0603055791946826,Female,30,No,No,Employed,Rural,High School or Below,1672120800
71,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,f6129011-5ca7-4ce5-8db7-daccec87b38b,no_churn,0.015710764,0,no_churn,-0.100174515246945,-0.00233185911502,0.006615314230321,-0.0138882641394593,-0.0436818959489573,-0.157424173275276,0.0082521913047821,0.0336070495665353,Male,34,Yes,Yes,Employed,Suburban,Bachelor,1672120800
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,51df3899-3c0f-4c4d-bd94-970d2d789c68,no_churn,0.028853483,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Female,75,No,No,Employed,Suburban,High School or Below,1672120800
69,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,14de617e-4dd4-4e05-b901-050f9f797c38,churn,0.16580732,1,churn,0.0006079826347649,-0.000113076333364,0.0294308490619096,-0.0191666669170535,0.0657926806116575,-0.0965622372958114,0.0990181336576006,0.0819661881068532,Female,47,No,No,Unemployed,Suburban,College,1672120800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8ff6d705-9c27-402b-86c5-79e6b3e384ef,no_churn,0.33879265,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,74,No,Yes,Employed,Suburban,Bachelor,1672120800
61,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,0e5d8035-1cac-435e-876f-47aea6a8782e,no_churn,0.08011315,0,no_churn,-0.0244134243510734,-0.0013294961083011,-0.0257774826855211,-0.0081008674272015,0.0673491087640377,-0.0982685780951715,0.0500988381885054,0.0614157529990461,Male,59,No,Yes,Employed,Urban,College,1672120800
12,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,9506f7f7-9826-4819-8a2a-e33cc3d23698,no_churn,0.03785342,0,no_churn,-0.0127591734741417,-0.0055684863253554,-0.0263619211121113,-0.0990461731664891,-0.0043921260461866,-0.028816339888117,-0.0191123138608236,-0.025396021713218,Male,59,Yes,Yes,Unemployed,Rural,Master,1672120800
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,75f64ca4-235d-47a6-8ff8-8d21740b4c17,churn,0.43123433,1,churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Female,50,Yes,Yes,Unemployed,Urban,Bachelor,1672120800
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,d33037d4-b70f-4b60-8baf-fdd4218b2df0,no_churn,0.0022029055,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,73,Yes,No,Employed,Suburban,College,1672120800
72,No,No phone service,Low Speed,In_Store_Support,Two year,<50hrs,Active,2b3151dc-f2ab-4eea-9d23-49b2570a2b0f,no_churn,0.0043752934,0,no_churn,-0.107208234883572,0.0016271913657533,-0.0054301407339039,-0.0151995822920866,-0.0387773012764068,-0.139399855138686,0.015016256572087,0.0203455138034905,Male,43,No,No,Employed,Urban,High School or Below,1672120800
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,7490b1d1-a685-4ad6-923d-33009c6345b1,no_churn,0.00220228,0,no_churn,-0.060909831760207,-0.0033528289024252,-0.0134118458446869,-0.0237633878272936,-0.0134241130093187,-0.128530615130305,-0.0111662410963981,-0.0144672897335112,Male,47,Yes,Yes,Medical Leave,Suburban,College,1672120800
27,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,daf17a54-cafa-474f-b14e-676750134ea8,no_churn,0.056274116,0,no_churn,-0.0785714022837419,-0.0035967081846138,-0.0246947237426866,0.0332605980881817,0.0022309531563223,-0.145080841339723,-0.0254473010315632,-0.0271267262121546,Female,36,Yes,Yes,Employed,Suburban,Bachelor,1672120800
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3510418a-36d4-45fd-8be6-3ff40706b07e,no_churn,0.2893046,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Male,73,No,No,Unemployed,Urban,High School or Below,1672120800
19,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,760ed245-ec2d-4748-8532-8ff90dbdd8fa,no_churn,0.15387866,0,no_churn,-0.0972297020642236,0.0260178126096252,0.0015886161860817,-0.0636634817881258,-0.0639498280274165,0.0443135354012156,-0.0465870244778034,-0.0695160806118565,Male,67,No,No,Employed,Suburban,Bachelor,1672120800
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,389df06e-7c6c-46f5-b4e3-f10a46ddb95f,no_churn,0.17727882,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,59,No,Yes,Unemployed,Suburban,Bachelor,1672120800
45,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,bdfe12f3-7c5e-4203-8d6e-47c2f6e87f02,no_churn,0.34737182,0,no_churn,-0.190763425151245,-0.0044461680174208,0.0491932873454698,0.0314267599358208,0.0346460786396892,0.0762114950150316,0.0440372986819511,0.0155494818123406,Male,77,Yes,No,Unemployed,Urban,College,1672120800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,af114bff-9fdc-491d-af79-a9b432daff20,no_churn,0.0057440046,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Male,63,No,No,Unemployed,Urban,Master,1672120800
26,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f7529871-0db6-4491-a793-79360925d606,no_churn,0.12962185,0,no_churn,-0.0085111992862312,0.082948087692057,0.0113804933782194,0.0125098586969306,0.0384942433564174,0.0998310530903563,-0.0018787171266194,0.0062000345841988,Male,63,No,Yes,Employed,Suburban,Bachelor,1672120800
26,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,187cfd03-4795-43e3-88ab-a76b6127c8ee,no_churn,0.12962185,0,no_churn,-0.0085111992862312,0.082948087692057,0.0113804933782194,0.0125098586969306,0.0384942433564174,0.0998310530903563,-0.0018787171266194,0.0062000345841988,Female,24,No,No,Employed,Urban,College,1672120800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c217a31-d6fb-4db4-a716-99b603d16a2c,churn,0.65255404,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,44,Yes,Yes,Retired,Suburban,College,1672120800
30,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,556fe193-4854-4416-bd13-98f65f72613c,no_churn,0.00857691,0,no_churn,-0.0283276656796442,-0.0057308769614974,-0.0265951088209294,-0.0307468968470675,0.0103738524150503,-0.115316297557874,-0.0318443378400843,-0.0408388224171722,Male,48,No,No,Employed,Rural,Bachelor,1672120800
18,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,87ee5155-0f9d-4e16-a65e-4087d1101524,churn,0.5066254,1,churn,-0.144106594039345,-0.0069563935643236,0.0208932934029508,0.0566376757198304,-0.141014060903658,0.0413334228862504,-0.0436722907320472,-0.0421412039242477,Male,79,No,No,Employed,Rural,Bachelor,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,9d7b5ac5-d387-4f81-8643-b161cb32d079,no_churn,0.0151853039999999,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Female,55,No,No,Employed,Rural,High School or Below,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,6e1a33ae-9a18-4066-a074-fe60b461ae34,no_churn,0.0063888235,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Male,75,Yes,No,Employed,Rural,High School or Below,1672120800
7,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,a8fee942-22a7-43d8-9756-1f75c22507ca,no_churn,0.20402403,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Female,26,No,Yes,Unemployed,Urban,College,1672120800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a8b768bb-c871-4e6c-9378-c81408bd5b19,no_churn,0.44353023,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,43,Yes,Yes,Employed,Suburban,College,1672120800
57,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,183b6d3f-8938-4ef7-82cc-83db0f391a5e,no_churn,0.061627015,0,no_churn,-0.0870865560679067,-0.00899535584771,-0.0009985679026613,-0.008585404789992,-0.104083207631329,0.0096851923695703,-0.0346364420822465,-0.0243258106754365,Female,55,Yes,No,Employed,Suburban,High School or Below,1672120800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f7932c1-7398-44f3-8740-1d3f5f1b6ab1,churn,0.87484163,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,31,No,No,Unemployed,Suburban,Bachelor,1672120800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,88b479a9-3ad4-42e3-b610-ed950f6b476c,churn,0.65255404,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,52,Yes,No,Employed,Suburban,College,1672120800
27,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,b1619a45-cb4b-41a1-93f1-3596c080fa3a,no_churn,0.016077442,0,no_churn,-0.0505068402271535,-0.0041446163534419,-0.0135870394894845,-0.0421614682543713,-0.0342540674922383,-0.0909859276944189,-0.0159858613620963,-0.017400330144369,Female,22,No,No,Employed,Rural,Master,1672120800
38,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,dd6809f2-91d0-4d88-8012-ac33c729dd13,churn,0.6125537,1,churn,-0.0456995648074189,-0.0104366627396302,-0.0031105548633422,0.001444147480015,0.0093202579541502,0.0972317817853036,0.0748986463761411,0.0561959320765072,Female,73,No,No,Employed,Suburban,High School or Below,1672120800
45,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,9bd29111-4a2f-4355-b22c-2e99d5a4fe70,no_churn,0.34737182,0,no_churn,-0.190763425151245,-0.0044461680174208,0.0491932873454698,0.0314267599358208,0.0346460786396892,0.0762114950150316,0.0440372986819511,0.0155494818123406,Male,77,Yes,Yes,Retired,Urban,Bachelor,1672120800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,14584dbd-0d14-433b-a8cd-9a6f1bf7fdaa,churn,0.58435583,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,36,No,Yes,Employed,Suburban,Bachelor,1672120800
62,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,ca63b3db-2a17-4985-83c8-dd55995feff7,no_churn,0.1445284,0,no_churn,-0.189459374015714,-0.0032801510349963,-0.0200520084969684,0.0188982408194351,-0.0288172744769508,-0.0572927511001398,-0.01192155396835,0.0228987190808038,Female,75,No,Yes,Employed,Rural,Bachelor,1672120800
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5366c80d-8b66-49b1-a0b4-f59db76032cd,churn,0.43123433,1,churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Male,68,No,Yes,Employed,Urban,College,1672120800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0edeadb0-bdc8-4784-8c86-340dd18af4f4,churn,0.65255404,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,30,No,Yes,Disabled,Suburban,College,1672120800
64,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,78df955e-88ca-4150-9aa8-605bd3387419,no_churn,0.0926274659999999,0,no_churn,-0.210739567261917,-0.0094767428329214,-0.0090569497002707,-0.0076731161124689,-0.0264145689146607,0.0226340482434579,0.0127819906836339,0.0189187541287901,Female,59,No,No,Employed,Suburban,High School or Below,1672120800
35,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,5ec614dc-a97c-4ee0-b6ed-c26dd9ed91a8,no_churn,0.009830473,0,no_churn,-0.0376080834398271,-0.0043730403865447,-0.0110966487179666,-0.0508063475430844,0.0162938712146751,-0.114574357424908,-0.0273247029841695,-0.0395368437648357,Female,25,No,No,Unemployed,Urban,Bachelor,1672120800
56,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,c42856a3-7313-4957-93fa-748ae78c59be,no_churn,0.26227215,0,no_churn,0.119123442370092,-0.0005485413189308,0.100458844103377,0.0856967547007479,0.125843925013241,-0.0537131841759855,0.070076840149486,0.0458453057215228,Male,64,No,Yes,Medical Leave,Suburban,High School or Below,1672120800
27,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,4a12c701-0208-4ef2-b944-1253c65c81c2,no_churn,0.016077442,0,no_churn,-0.0505068402271535,-0.0041446163534419,-0.0135870394894845,-0.0421614682543713,-0.0342540674922383,-0.0909859276944189,-0.0159858613620963,-0.017400330144369,Male,58,No,No,Unemployed,Suburban,High School or Below,1672120800
51,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c86620e5-9d93-4748-b647-56cbe20d395a,no_churn,0.2651338,0,no_churn,-0.148103234622304,0.0205217589766107,-0.013332246648988,-0.0644956226645445,-0.0369473927714352,0.0393778921280682,-0.0303976481958488,-0.0356496579056329,Female,78,Yes,Yes,Unemployed,Suburban,College,1672120800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,709d4313-f577-4f97-a7e7-465ce556ee8d,churn,0.58435583,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,20,Yes,No,Employed,Suburban,College,1672120800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,aca65730-87ce-43a9-b090-c2294f915e2e,churn,0.81929755,1,churn,0.115761000654547,-0.0043682765381527,0.146165289842211,0.0237882881438963,0.10756953160695,0.115227764773854,0.101798336486463,0.0729485919148101,Male,53,No,Yes,Unemployed,Suburban,College,1672120800
38,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,359af907-0a47-48de-82ea-30afd219b147,churn,0.6125537,1,churn,-0.0456995648074189,-0.0104366627396302,-0.0031105548633422,0.001444147480015,0.0093202579541502,0.0972317817853036,0.0748986463761411,0.0561959320765072,Female,24,Yes,No,Employed,Suburban,College,1672120800
30,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,dab7fc7c-afab-4232-8507-77bac9d71e30,churn,0.23230115,0,no_churn,-0.0928510937132523,-0.0063289555214942,-0.0268104177596615,-0.0313209396231104,-0.0851406955915445,-0.0848691456806591,0.0311469441088775,0.0371481509971818,Female,50,No,No,Employed,Suburban,Master,1672120800
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a5bfa0bb-353b-4753-b6d4-7a3eb32f0a47,no_churn,0.15659776,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,21,No,No,Employed,Suburban,College,1672120800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,48b87a35-f66e-4b71-b56b-3128a95261bc,no_churn,0.006020785,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,62,No,No,Disabled,Urban,High School or Below,1672120800
62,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,45b81674-026f-4f76-b3bf-56e3a673cb20,no_churn,0.1445284,0,no_churn,-0.189459374015714,-0.0032801510349963,-0.0200520084969684,0.0188982408194351,-0.0288172744769508,-0.0572927511001398,-0.01192155396835,0.0228987190808038,Male,58,No,No,Retired,Suburban,High School or Below,1672120800
59,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,c5ca7c70-267e-48a3-836d-3c50719209ab,no_churn,0.1923591,0,no_churn,-0.197360863637778,-0.002767143945457,-0.0435968070143462,-0.0231245688281615,0.0365221828849826,0.0396152473942129,0.0089068711557047,0.0577789281986406,Female,73,No,No,Employed,Suburban,Bachelor,1672120800
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1d2c774f-5812-434d-b743-659eb8ccc18e,no_churn,0.33016288,0,no_churn,-0.2087968170981,-0.0038016169505681,-0.0004207340907851,0.0063383639416861,0.0407260466900515,0.0171491605972642,-0.015151596438427,0.0249310424228133,Female,72,Yes,Yes,Retired,Suburban,College,1672120800
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,63a4c9a7-97ef-4fa8-80d1-57971efdc39e,churn,0.6871353,1,churn,0.272129042711895,0.084873608744333,0.0269382227957339,-0.054536029089395,-0.0360109007597748,0.14961993765723,0.117654390186963,0.0603055791946826,Male,44,No,No,Employed,Suburban,Bachelor,1672120800
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5de207f1-adbe-4f63-80b1-3c2309364d7c,churn,0.4702096,1,churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Male,29,No,No,Employed,Suburban,Bachelor,1672120800
12,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,31dc1d20-7145-4733-8561-b29b656fda05,no_churn,0.039650213,0,no_churn,-0.0394490392963507,-0.0079669632696641,-0.0108405262872111,-0.0461197177720714,-0.0014271886074311,-0.0639553302209424,-0.0291995588273857,-0.0475678280904867,Male,76,No,No,Employed,Suburban,High School or Below,1672120800
14,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,a176da77-0bfe-4c47-95b2-f86e9273b17b,no_churn,0.114182755,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Male,42,Yes,Yes,Employed,Suburban,Bachelor,1672120800
71,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,1eea1cb2-119e-428d-96fe-57fe21603fe8,no_churn,0.0022029055,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,33,No,No,Unemployed,Suburban,High School or Below,1672120800
5,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e5d9ec3a-66b2-4220-89cf-02cc4fcef241,no_churn,0.092363514,0,no_churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Female,22,No,No,Unemployed,Suburban,Bachelor,1672120800
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,e049bf32-a7cc-4e07-b383-17b13c3f9d1a,no_churn,0.003966957,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,45,Yes,No,Employed,Suburban,College,1672120800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,69aac342-b767-4df9-85e7-0537dda17643,churn,0.58479977,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,37,No,Yes,Employed,Urban,College,1672120800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e8bf2a9a-66f3-4c3f-9c7c-90e283680ea3,churn,0.5500779,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,33,No,No,Unemployed,Rural,High School or Below,1672120800
57,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,6a8e7b37-cf84-4a5c-bd83-8a4bf289724a,churn,0.15924539,1,churn,-0.0528205772099681,-0.0013060535931072,-0.0757281370578493,-0.0100195712718959,0.0344151302844147,-0.138156411615055,0.0567348507799397,0.0578546206502323,Male,29,No,Yes,Employed,Urban,Bachelor,1672120800
30,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,e90fa585-b246-4662-a420-f1f4fb17cddb,no_churn,0.05392978,0,no_churn,-0.0562411148243245,-0.0042402631707955,-0.0084727677291175,-0.0561780560589522,-0.0201933888560051,-0.0865962143123943,-0.0161063521022879,-0.0209979944481665,Female,66,No,No,Employed,Suburban,High School or Below,1672120800
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb949ba5-9b1b-4d00-90b8-7f263529b1b4,no_churn,0.09136167,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Female,54,No,No,Employed,Suburban,Bachelor,1672120800
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f05657f9-53e4-46ae-a42d-6a9e62a791c5,no_churn,0.15659776,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,37,Yes,Yes,Employed,Suburban,High School or Below,1672120800
0,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,d37cbbaf-eb6e-464f-937c-3fe1b22ba980,no_churn,0.14186311,0,no_churn,0.0783153045479502,-0.0067567453326046,-0.0237146912724529,-0.050500202267649,-0.0019869231038865,-0.187658209139472,-0.0346956428722842,-0.0420290435867809,Male,78,Yes,No,Medical Leave,Urban,College,1672120800
17,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,13072caf-8a4e-4f92-898b-02b09535933c,no_churn,0.13265264,0,no_churn,-0.0286499882333873,-0.0027371439836588,0.0058147487690894,0.0223801652691145,-0.0476055711835624,-0.0927879925123443,-0.0290712124570472,-0.04636915775749,Female,64,No,Yes,Employed,Urban,High School or Below,1672120800
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,744cd1fa-fdb3-4d99-ae6b-716e583ef049,churn,0.4601933,1,churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Female,65,Yes,Yes,Employed,Suburban,College,1672120800
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,729b553b-b71d-459a-9d6a-36328f392fc4,churn,0.38931248,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,28,No,Yes,Employed,Suburban,Bachelor,1672120800
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,43febf08-2914-4dda-8753-aca3212fc2ca,no_churn,0.4065354,0,no_churn,0.0341542657328318,-0.0055114318755295,0.154183516488974,0.0637698835563242,0.159198492582327,0.0873214309553623,0.110085608951922,0.0727720904978559,Male,67,Yes,No,Employed,Urban,Bachelor,1672120800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,22cd3ee0-d395-4f39-b139-6b89c11ef21e,no_churn,0.44997945,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,54,Yes,Yes,Employed,Rural,College,1672120800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,faedc075-98f5-4e20-969a-70a51ff6263d,no_churn,0.87000257,0,no_churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Female,44,Yes,Yes,Employed,Rural,High School or Below,1672120800
22,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,64c11537-185d-4337-ac7c-4a3cdfc948cb,no_churn,0.044817265,0,no_churn,-0.0445288763054577,-0.0085020247749162,-0.0295503946157077,-0.0353769663807725,-0.050241624380742,0.0503370300734422,-0.0375078219153692,-0.0699054724839334,Female,33,No,Yes,Unemployed,Urban,College,1672120800
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2da1d8e6-2de0-4e22-b8ac-e90c73e8152d,churn,0.3286023,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Male,23,Yes,Yes,Employed,Suburban,Bachelor,1672120800
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,e3de2238-8bdf-4122-a2b8-ac84e3a8cff8,no_churn,0.022674112,0,no_churn,-0.0952187918262825,-0.0025371630636982,0.0012258705843578,-0.0235047366859362,-0.0368149541411366,-0.15792517235026,0.0226165827562999,0.0231322120597042,Female,58,No,No,Employed,Suburban,High School or Below,1672207200
35,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,f0afa8ab-d813-4a73-ae1e-7ca25392c54b,no_churn,0.1390245,0,no_churn,-0.0686547548231646,-0.0009938961976877,-0.0354193637987555,0.110594912544821,0.14008437110886,0.0450354676132337,0.0486104209729819,0.0242166935271961,Male,40,No,Yes,Unemployed,Suburban,Bachelor,1672207200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,7bfb897f-41db-4beb-8f05-b088b3c2c2db,no_churn,0.0211322329999999,0,no_churn,-0.081748721356671,-0.0036519549769946,0.0036583166259697,-0.0666640515708331,-0.0392655039694545,-0.126837803521184,0.0177309694573114,0.0277525961130368,Male,42,No,Yes,Unemployed,Urban,High School or Below,1672207200
70,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,c6526ef6-d301-49e5-bb3f-d27dd8e58364,no_churn,0.017194306,0,no_churn,-0.0627203688890495,-0.0023117426976295,-0.032582185286501,-0.0214763760331425,-0.0363748645657324,-0.146689960178419,0.0073319496686781,0.0257973946826223,Female,32,Yes,No,Employed,Suburban,Bachelor,1672207200
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,f6c20367-12f7-4fe4-ab13-f9c91abb7ba5,no_churn,0.0048483927,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Male,33,No,Yes,Employed,Suburban,Bachelor,1672207200
54,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,306e433e-69a8-4e16-8f04-3e767a6c2b99,no_churn,0.0177885539999999,0,no_churn,-0.0345883491198401,-0.0011056290127089,0.0140972491437059,0.0009628530652298,0.077346612448091,-0.134980716999489,-0.003175562796714,0.077417392818279,Female,76,No,Yes,Medical Leave,Urban,Bachelor,1672207200
70,No,No phone service,Low Speed,In_Store_Support,Two year,<50hrs,Active,f7c45030-14af-44af-acc6-0c4feb2f5a12,no_churn,0.023998486,0,no_churn,-0.0827813324929138,-0.0057890003841293,-0.0189450396165921,-0.0230735484649403,-0.0364742428359204,-0.137540787379685,0.0122156362747409,0.0233621623558838,Male,63,No,Yes,Employed,Rural,College,1672207200
60,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,ebc12a3f-186f-4420-abd5-1182df9a0b8d,no_churn,0.057575718,0,no_churn,-0.0461246181592105,-0.0024307020903324,0.01539274952298,0.0196851508926556,0.0831490972952178,-0.0136965515018437,0.0639223496623799,0.0587906634870159,Female,45,No,Yes,Employed,Rural,Bachelor,1672207200
18,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,939fd7b1-46d6-4592-8cbb-e7f98a22b7a8,churn,0.2620124,1,churn,0.0444116465031311,-0.0043102414341228,0.0505793033284317,0.0382219852396974,0.0326577451700541,-0.160669834298578,0.0202263468370802,0.0901465800715868,Female,44,No,Yes,Employed,Suburban,Bachelor,1672207200
4,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,60d6b5cc-d64f-4c43-87b7-a83ab3d6b139,no_churn,0.25486955,0,no_churn,0.104052055392642,-0.0416851630141536,-0.056096243507618,0.003982019220266,0.0874940412837577,0.121773126026069,0.0942915051213458,0.0846625070203299,Female,67,Yes,No,Employed,Suburban,Master,1672207200
15,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,9698230d-ba47-434c-8919-d061994f301f,no_churn,0.2126605,0,no_churn,0.168758967930808,-0.011469311304063,0.027250818169432,-0.0095875484100361,-0.0336315511249085,0.103266925959197,0.102855239173387,0.0935303118378942,Female,56,No,Yes,Employed,Suburban,Bachelor,1672207200
70,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Active,88f3be58-2b7a-4d2f-a6b3-92bed23d1d83,no_churn,0.015053499,0,no_churn,-0.101006379617511,-0.0017488209412385,-0.0019318905898308,0.0134607758463835,0.0477608350048149,-0.13951761588899,0.0250787807939832,0.0488781657772142,Male,77,No,No,Employed,Urban,Bachelor,1672207200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,e73986b4-110a-48be-9c28-e22d1ea78778,no_churn,0.25491273,0,no_churn,0.146120913264258,-0.0034614399537167,-0.0468237130829948,-0.0232440713335199,0.129934240878347,0.133821092792095,0.157758887758519,0.129415560617499,Male,60,No,Yes,Disabled,Urban,High School or Below,1672207200
43,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Active,bcd320c7-20d2-424f-9a05-202e7ee3ed16,no_churn,0.06273754,0,no_churn,0.0128105235938255,-0.0005170387561884,-0.0639125572596822,0.037098702792955,0.0918789123399074,-0.0983209983443703,0.0727429823956936,0.0791933256509037,Female,67,No,Yes,Employed,Suburban,College,1672207200
24,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,f35b4a4f-3e98-4bcb-9c6b-20084c9991c0,no_churn,0.12307597,0,no_churn,0.06266517182803,-0.0026972203401965,0.131994169172813,-0.0246534587636142,0.145465300266515,0.130423967185397,0.104216062101841,0.123559866256583,Female,47,No,No,Medical Leave,Suburban,College,1672207200
67,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,7ee833f3-ac9e-48b3-aafb-75ef29158325,churn,0.017333014,0,no_churn,-0.0778792250688457,-0.0010493181625133,0.0149140981154778,0.0220871936057665,-0.0329118418664074,-0.218436423580315,0.0486393655975007,0.0639433321212163,Male,78,No,Yes,Employed,Suburban,Bachelor,1672207200
46,No,No phone service,Low Speed,In_Store_Support,One year,<80hrs,Active,fd7e87bb-e75b-4877-8cc1-b2cd1649ce2a,churn,0.2230686,1,churn,-0.0591386653070412,0.0881842163516421,0.0426916797074682,0.0645979130095292,0.0126353255762933,-0.0292397858247068,0.108688598171639,0.0425545711754466,Female,56,No,No,Employed,Urban,Master,1672207200
52,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,a7bab894-d93b-472b-99ff-d0a8d8ee7ab4,no_churn,0.020891648,0,no_churn,-0.061914255860629,-0.0013152553328473,-0.0562382989409343,-0.0393915821852169,0.0574463828096304,-0.204852515923731,0.0550710900317244,0.055501615725243,Male,61,Yes,Yes,Unemployed,Rural,Bachelor,1672207200
70,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,c488c2ca-390f-4489-8432-1ad57fd540df,churn,0.019845357,0,no_churn,-0.120137953458661,-0.0078240769646799,-0.0073745191344278,-0.0006641403203866,0.0341250557085368,-0.182333832323575,0.0394765810221724,0.0437067362826201,Male,63,No,No,Employed,Suburban,High School or Below,1672207200
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,60fc436a-d2e0-4c13-9859-5fc9e487127b,no_churn,0.12593117,0,no_churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Female,45,No,No,Employed,Suburban,College,1672207200
5,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9ea35f6f-2928-492b-a7ac-3df3e12aa202,no_churn,0.25149986,0,no_churn,0.122930238099871,-0.0119534655508141,0.0379406842708158,-0.0360809053324192,-0.11174873186782,0.0798127196520818,-0.0238674919113327,-0.0111068131946376,Female,73,No,No,Unemployed,Suburban,High School or Below,1672207200
53,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,a0974445-e422-4bca-9bc3-3e78d9065703,no_churn,0.08388628,0,no_churn,-0.110406549529566,0.0145596554813528,-0.0017415287024232,-0.0337323705028165,-0.0188166766628546,-0.062676738174905,-0.0265509194829064,-0.0196610246442287,Male,51,No,No,Employed,Urban,Bachelor,1672207200
68,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,251a0cff-71ab-4073-b627-bcc3fd5502d9,no_churn,0.0363765,0,no_churn,-0.0509710172513041,-0.0026232754812554,-0.0091473007691456,0.0019732237422522,-0.0042267115866707,-0.161680506029688,-0.0185036227236832,-0.0238469391617854,Male,20,No,No,Employed,Suburban,Bachelor,1672207200
59,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,32d7af03-969b-4b8e-9c38-6240cb221ec5,no_churn,0.0281815879999999,0,no_churn,-0.0655076525597905,-0.004419293068895,0.0006149161653775,-0.0332735449774463,-0.0367191513089255,-0.0858727778226875,-0.0220459773068796,-0.0218026725441086,Male,59,No,No,Unemployed,Suburban,Master,1672207200
22,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ecc65165-7401-4a18-b843-c235172f8b87,no_churn,0.1719318,0,no_churn,0.131642019177352,-0.0002345920636025,0.0955835647987032,0.0463041421953948,0.0285218910806133,0.106628420947745,0.0032205844136115,0.0014744927816718,Female,72,No,No,Employed,Suburban,High School or Below,1672207200
3,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f284ff1-a587-4e4f-9da1-2abb8a28a20e,no_churn,0.38492683,0,no_churn,0.117189913605155,-0.0068580273731276,0.0143552925438234,-0.144648401127342,0.0368217257359174,0.0993939368973678,-0.0470795709900903,-0.0610532779300228,Male,21,No,Yes,Unemployed,Urban,Bachelor,1672207200
54,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,9ac49602-88a1-49be-8f5a-ade64075cd08,no_churn,0.0295344829999999,0,no_churn,-0.063194112140909,0.0164317199298057,0.0014166919533408,-0.0045885387924681,0.0260642222243041,-0.136080581424476,-0.0210483794815536,-0.0380271753114539,Female,78,Yes,Yes,Unemployed,Suburban,Master,1672207200
7,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,57781e81-fefd-4535-ab4b-aea787876c0d,churn,0.29894286,1,churn,-0.0231642770371718,0.0427849788503499,0.0098623977560782,-0.0266988711853446,-0.0698630898477586,0.0337343938808135,-0.0252861018307112,-0.0237289133756848,Female,28,No,No,Employed,Suburban,High School or Below,1672207200
12,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e900ad48-b490-4117-ad4d-b305e34f65c6,no_churn,0.1967319,0,no_churn,-0.0307940858253232,0.0184368641004402,-0.0307903239676716,-0.0186785752590822,-0.0107325975306594,0.0274878220998562,-0.0288563911686196,-0.0450988627499236,Male,31,Yes,No,Unemployed,Suburban,College,1672207200
25,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,a2beb63d-d6fd-4d6a-af8d-4334cc0cb421,no_churn,0.01790701,0,no_churn,-0.0192765953968228,0.0219929172058255,8.50381933287281e-05,-0.0057040930515358,-0.0388707787803196,-0.190679531973183,-0.0114431596156009,-0.0151299484815899,Male,26,No,Yes,Employed,Rural,Bachelor,1672207200
45,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,abee8c86-cbd5-43c4-8a98-74ade610ec48,no_churn,0.01921584,0,no_churn,-0.0699617380598374,-0.0036126240592602,0.0060395307357975,-0.0317778520015963,-0.0324207935513732,-0.111174827058876,-0.0141637576032189,-0.011954091330499,Male,38,No,Yes,Employed,Urban,Doctor,1672207200
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,860edb0e-e5d8-409e-8c35-d2b4d10aee41,churn,0.62585866,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,33,Yes,No,Employed,Suburban,College,1672207200
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,77896db6-cc26-4034-ac63-eef64cf1da14,no_churn,0.28566596,0,no_churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Female,66,Yes,Yes,Employed,Suburban,Doctor,1672207200
60,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,6f28f08b-d4fd-47b7-affc-a622951aa18a,no_churn,0.061839234,0,no_churn,-0.0477509007153094,-0.0039472033907441,-0.0145896689019446,-0.0547228099851781,-0.02426174406678,-0.0853202203253567,-0.0187667825652442,-0.0196668218960076,Male,38,No,No,Disabled,Suburban,Bachelor,1672207200
57,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,f7d435d6-3040-49cb-846d-7fb9bc322bb5,no_churn,0.0265190379999999,0,no_churn,-0.0496543215817564,-0.0040514728256312,-0.0128181607004262,-0.0331472381724415,-0.035929703845577,-0.100751579309999,-0.0146263123391236,-0.0180473634781083,Female,68,No,Yes,Employed,Suburban,Bachelor,1672207200
14,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2d4056e5-9da2-472c-b9ec-841472e1c6cd,no_churn,0.20415677,0,no_churn,-0.0603585450986975,-0.0152507106324628,-0.084689900987214,-0.0380086863341603,-0.0392200661266724,0.0455385447728986,-0.0284306936617849,-0.0486060926926074,Female,20,No,No,Unemployed,Rural,College,1672207200
64,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,980daa74-0381-4960-9e41-ca5a3965a68f,no_churn,0.080788866,0,no_churn,-0.067262335288442,-0.0039810849412424,0.0090763395896283,-0.0097282252529657,0.0146780317784759,-0.113981002182873,-0.0411694730749695,-0.056658403383426,Female,32,No,Yes,Unemployed,Suburban,Bachelor,1672207200
21,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,9bf957aa-bae0-473b-aaee-1eb8690f3da3,no_churn,0.023696464,0,no_churn,-0.0231532464425436,0.0472702726097668,0.0075025446561267,0.0038107005547863,0.0180664495039854,-0.135515940160421,-0.0284015043366343,-0.0331054266508181,Female,44,No,Yes,Employed,Suburban,College,1672207200
44,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d795a493-3abf-4cc8-a965-af2fe606ea98,no_churn,0.078527406,0,no_churn,-0.138742790243623,-0.0064303451518208,-0.0778173626713305,-0.0171866914440306,0.0213722034768306,0.0406175719517796,-0.0275241141011974,-0.0376003369631871,Male,33,Yes,Yes,Employed,Suburban,Bachelor,1672207200
32,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,6ef84049-4c8c-4478-9230-5333b71e23dd,no_churn,0.05969952,0,no_churn,-0.0814991739499964,0.0357064142932313,0.0100476139186139,-0.025180478267971,-0.0244065946869159,-0.142688742251617,-0.0182486267461445,-0.0227565637978204,Male,52,No,No,Unemployed,Suburban,Bachelor,1672207200
65,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,af7b0735-9a69-4c71-ad65-07db6ecb7dd4,no_churn,0.12213581,0,no_churn,-0.104460180755377,-0.0011805609079965,-0.0268812485922899,-0.0014674075145194,0.016474677822789,-0.220724885979753,0.033657926569067,0.0455555275643746,Male,46,No,Yes,Employed,Suburban,High School or Below,1672207200
65,Yes,Yes,Medium Speed,In_Store_Support,One year,<50hrs,Active,8261d216-5efb-4fa0-a0f2-adc9272dbb1b,no_churn,0.16266036,0,no_churn,-0.0834064809629399,-0.0021077647208949,0.0107368967041747,-0.0584093872610537,-0.081370307469624,-0.0887180105788138,0.0371524654469794,0.0337631031730006,Female,75,No,No,Employed,Suburban,High School or Below,1672207200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,9b841eaf-4c09-4a28-8d37-86da90f3b705,no_churn,0.008456323,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,51,No,Yes,Employed,Suburban,High School or Below,1672207200
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d0ed30df-b836-41e6-814d-82b76935c07a,churn,0.7568834,1,churn,0.145752244288001,-0.0022370019746267,0.017900008130523,-0.0222656776006397,0.109668474727741,0.14939499354582,0.166963226460016,0.132464253655044,Male,51,No,Yes,Employed,Suburban,High School or Below,1672207200
64,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,dbb6a42b-e295-478b-a66b-0dae133b6351,no_churn,0.11161967,0,no_churn,-0.115665557361936,-0.0044653438618843,0.0008224334079932,-0.0083627988443004,-0.124769325145407,-0.0513727312204628,0.0321576491525092,0.0326295200125559,Female,29,No,No,Unemployed,Suburban,High School or Below,1672207200
32,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,6047a2bf-4019-4c43-ba3b-a692bc77cf0b,churn,0.4265803,1,churn,-0.0462347231114199,-0.0032647367311437,-0.0468867144381238,0.0761067001166566,-0.0145345652171727,0.0677113002435498,-0.0847929744541033,-0.0287971036195631,Female,51,No,Yes,Employed,Suburban,Bachelor,1672207200
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,1e72fccc-7e44-4a6b-8a90-c50fd1f87a16,no_churn,0.018381981,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Male,31,No,Yes,Employed,Rural,Master,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,eebe0545-c5dc-4da8-9eb1-bf3e7ecf8bcd,no_churn,0.10526329,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Female,46,No,Yes,Retired,Suburban,Master,1672207200
61,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,dcf04ef5-fdf6-49db-8d77-dc4cd4ece814,no_churn,0.06294377,0,no_churn,-0.210913120485793,-0.0046205959667531,-0.0178492640932563,-0.0925563446070464,0.0029534631683782,0.037727049416917,0.0112107447820562,0.0250219152573299,Male,57,Yes,No,Employed,Rural,Master,1672207200
58,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,3cf85ad9-f829-4663-b01d-3b95920d20c7,no_churn,0.3134229,1,churn,-0.136324453590314,-0.0025195022046682,-0.0239648021389621,0.0455670054327129,-0.0117157558986764,-0.0269044843920346,0.0016733031075273,0.0476625388672255,Female,76,Yes,No,Unemployed,Suburban,High School or Below,1672207200
70,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,1d046d7f-3810-4212-8732-2890bdba7868,no_churn,0.18517841,0,no_churn,-0.0900124439559658,-0.0025898492997293,-0.0036690582000665,0.0147795964014767,-0.0148079335813417,-0.117219999115587,0.0574866486457085,0.0516735572273682,Female,70,Yes,Yes,Employed,Suburban,High School or Below,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,43087324-fcba-4bfd-9007-d290e4d9823d,churn,0.4229476,1,churn,-0.122147812180792,-0.0020683227598965,0.0081387134622946,0.0231307682662463,-0.109414564788021,-0.132098398152157,0.0141244194993942,0.0513090427437418,Male,73,Yes,Yes,Employed,Rural,Bachelor,1672207200
47,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,c9aafa2d-3681-43c4-aeb7-8955e191f634,no_churn,0.27906373,0,no_churn,-0.127163295083119,-0.0036191595335913,-0.0344818276448131,0.030318842228844,-0.0907619610716392,-0.0885322933956195,0.00695838192074,0.0382551598264035,Male,76,Yes,No,Employed,Suburban,College,1672207200
55,Yes,No,Fiber optic,Phone_Support,Two year,0hrs,Disabled,49f0275e-eb68-4e07-8d48-c8237b74a214,no_churn,0.07376826,0,no_churn,-0.0838727202965128,-0.0035094043640856,-0.0217620395836911,0.0245971137886772,-0.027573889272644,-0.106553762835629,-0.0218527499956508,-0.0284986990035758,Female,75,No,Yes,Employed,Suburban,Bachelor,1672207200
40,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,36e4980b-e7a2-41c8-a90e-4a0161754846,no_churn,0.12188736,0,no_churn,-0.0930085377384421,-0.0078009936919352,-0.011692501178104,0.0299929366720698,-0.016890498827488,-0.127085275357213,-0.0120756886521121,-0.0204655925842052,Male,54,No,No,Unemployed,Suburban,Bachelor,1672207200
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,5a1d40b3-91ac-4960-9579-64826e55562a,no_churn,0.0059710369999999,0,no_churn,-0.0965766116029408,-0.0024235979126751,0.0148606131701262,0.051391232625001,-0.0077969230896542,-0.102994310152444,-0.0053416571539764,-0.0094782311878407,Male,52,No,Yes,Unemployed,Suburban,High School or Below,1672207200
29,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,5aaf583b-a48d-48c8-acfd-469d228fac57,no_churn,0.43196395,0,no_churn,-0.0616837166713457,-0.0040197084423289,-0.0428092455991009,0.115052384470227,-0.0427020619992845,0.0715274555547102,-0.0320117012773243,-0.0353478077000818,Male,33,Yes,No,Retired,Suburban,High School or Below,1672207200
23,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,4e650f45-3fb4-4789-89f9-3c8a82e23504,no_churn,0.2765599,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,44,No,No,Unemployed,Rural,Bachelor,1672207200
32,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,50ae39ea-be48-4ca0-ad83-c7005f7497df,no_churn,0.15869917,0,no_churn,0.245697211818583,0.0014546801460528,0.0349417583705462,0.193065908018298,0.135045001701228,0.0180322361085836,0.0237476111417527,-0.0010105474929969,Male,72,No,Yes,Employed,Rural,College,1672207200
52,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,c5ed907f-5c63-463d-8724-7016c5b687b9,churn,0.47746187,1,churn,-0.0944858789776208,0.0384737969966408,0.01441170839822,-0.103328502939837,-0.0160415763580431,0.0450040819988203,0.0679177110298633,0.0090225084998292,Female,66,No,Yes,Unemployed,Rural,Master,1672207200
68,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,07e48bed-6401-4cf8-925e-ae37bcebd30a,no_churn,0.17837572,0,no_churn,-0.0866537595158297,-0.0013391099022192,0.0338739040285054,-0.0172389536791797,-0.0365970554298473,-0.0532994066464561,0.0728075169371641,0.0594207143243784,Male,43,No,Yes,Employed,Suburban,Bachelor,1672207200
37,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,b18e69e3-df6f-4cdd-aab3-a577b6c9db26,no_churn,0.30024573,0,no_churn,-0.12181389974407,0.0105863647264277,-0.0195570982879644,-0.0499013289812228,0.0288414535218271,0.0492207910732122,0.0148765657889771,0.0353876669997589,Female,20,Yes,Yes,Employed,Urban,Bachelor,1672207200
67,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,a46636b0-0917-4c9a-879d-4dc293a8cb64,no_churn,0.07085788,0,no_churn,-0.0895815219770429,-0.0021376539581615,0.0236126905862511,0.0263888745228723,-0.143299230505399,-0.12163707046424,0.0364901908075444,0.0511375663478611,Female,78,No,No,Unemployed,Suburban,Bachelor,1672207200
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,c73c2b8f-7cce-4bf0-ae92-83f5309b2391,no_churn,0.30879426,0,no_churn,0.0323764155947992,-0.0043176258235325,-0.0755893983871465,-0.0291976448161494,-0.138898796487956,0.0751841141567456,0.083070586095655,0.0583461977332444,Female,66,No,Yes,Unemployed,Urban,College,1672207200
49,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,14a6e512-4873-48d8-aaf5-61ecdd2047b1,no_churn,0.03158587,0,no_churn,-0.0487549569737757,0.0231522231015515,-0.0016667195540458,-0.0224984550373574,-0.0389697622055678,-0.174713468274813,0.0436385000158588,0.030786485462263,Female,22,No,Yes,Employed,Rural,Bachelor,1672207200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,22c7b6cf-88ac-4c01-9d2d-f86606d3219a,churn,0.664797,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Female,71,No,Yes,Employed,Rural,Bachelor,1672207200
15,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,71f99954-fdb0-46a8-b0a0-ce11ac611e66,churn,0.32374695,1,churn,0.0695123709619929,-0.0027483264655165,-0.0768965450753103,0.0150031026797341,0.117922365799441,0.108416601871577,-0.0085695371844849,0.0337306438950781,Female,29,No,No,Medical Leave,Suburban,High School or Below,1672207200
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,1c0db7ef-afa9-4f6d-b3e0-ff19dccfe15d,no_churn,0.0096683669999999,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Male,75,No,Yes,Employed,Urban,Bachelor,1672207200
13,Yes,No,Medium Speed,Phone_Support,One year,100hrs+,Active,4a0be34c-57ea-492c-8724-1e6d4525ed95,churn,0.2351317,0,no_churn,-0.0030655191461301,-0.0039416602369237,0.0197068904783918,-0.0036256354146644,0.062672229998825,-0.13871505945579,0.105048586530047,0.102894015391757,Male,77,No,Yes,Unemployed,Suburban,Bachelor,1672207200
66,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,665257dc-df8c-4155-9214-a9c052c5227a,no_churn,0.0269334039999999,0,no_churn,-0.0216359321795789,-0.0011908484603191,0.0171110093178049,-0.0078994712637813,-0.0799032224104667,-0.146560646492653,-0.017933800194969,-0.0110132411203085,Female,43,No,Yes,Employed,Suburban,College,1672207200
22,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,30bd60be-19d0-4f17-b9d1-9447ceaafe86,churn,0.37669596,1,churn,0.000817854880197,0.0353065741718546,0.0088761250252991,-0.0080847036803243,-0.0396060774364195,0.079612219252067,-0.0390042197397542,0.0030560758809315,Female,21,No,No,Employed,Suburban,High School or Below,1672207200
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,14c9bb54-76b4-492e-87d3-faf047d2c6c4,churn,0.20097026,1,churn,0.0465159144765129,-0.0032220477603914,-0.0595240560494403,-0.0190666468155723,0.0158759865418505,0.0952036635692275,0.113610005479641,0.0615810346730904,Female,47,Yes,No,Unemployed,Urban,College,1672207200
53,Yes,No,Medium Speed,In_Store_Support,One year,<80hrs,Active,79e9adcc-67ff-410a-a85f-15016d22bf08,no_churn,0.14658126,0,no_churn,-0.0290159689125175,-0.0060244972771033,0.0143788568153649,0.0149841141738443,-0.0479961383676163,-0.0109912167297443,0.0931681507345638,0.052470551884071,Female,78,No,No,Employed,Urban,College,1672207200
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f06332bf-5e48-4217-a0d3-b7abf393ab6d,churn,0.52344126,1,churn,0.192318513309401,0.022556109572597,-0.0028015330353809,-0.0865476140991995,-0.036244771754591,0.106384585918458,-0.0439636377764418,-0.0370353174486626,Male,24,Yes,No,Employed,Suburban,College,1672207200
10,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,d3179135-a0fc-42ad-95b3-9de98d99d6b6,no_churn,0.07871208,0,no_churn,-0.0153249879967006,-0.0060461628641496,-0.0219071378530134,-0.0408746972273184,-0.0245221668048179,-0.107216927222107,-0.023437644395999,-0.0296964284297064,Male,52,Yes,No,Unemployed,Suburban,Master,1672207200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,024e0a1d-a7a9-4c97-a2e0-b7ec9ceed850,churn,0.63409793,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,62,Yes,No,Employed,Suburban,Doctor,1672207200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,291d8869-6efe-41f6-a08f-0aa7e720643a,churn,0.24629897,1,churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Female,75,Yes,No,Unemployed,Suburban,High School or Below,1672207200
55,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,98f72474-d247-4234-b22a-f1eb56bcb900,no_churn,0.031936977,0,no_churn,-0.0207592437890161,-0.0031633233573484,-0.0098395274080303,0.0004599660754502,0.002109227440269,-0.118273080286326,-0.0251374944685267,-0.0500893432264638,Male,65,No,Yes,Employed,Rural,Master,1672207200
65,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,9611516e-9bd0-45d1-9dc7-7194299730a1,no_churn,0.0060361535,0,no_churn,-0.040155981392927,-0.0023288537543339,-0.0059402180926736,-0.0197917756766037,-0.0113817891053258,-0.143062789768264,-0.0132892139609612,-0.0330755295342169,Female,62,No,Yes,Employed,Suburban,Bachelor,1672207200
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1f27481a-5e05-4e05-97de-16c1b04ff672,churn,0.16176666,1,churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,56,No,No,Employed,Urban,Bachelor,1672207200
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,948e5dfa-475e-47c9-8722-0737e8cc3ee7,no_churn,0.37736148,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,38,Yes,Yes,Employed,Urban,Bachelor,1672207200
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4583b942-a734-42be-a0b3-b5f4bd83aa9b,no_churn,0.17727882,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Male,51,Yes,No,Retired,Rural,College,1672207200
42,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,f60af2ae-e80a-4035-ba88-95cb9952ba1d,no_churn,0.020312313,0,no_churn,-0.0117006030776428,-0.0039396927900634,0.0098628244180144,-0.0248070168574122,0.0197442462252911,-0.190122439819661,-0.026881343470668,-0.0311821273274836,Male,50,No,No,Employed,Suburban,College,1672207200
24,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,228b665b-871e-4a94-8442-0ccdb2560cdf,no_churn,0.0267096239999999,0,no_churn,-0.0683744038945224,-0.0080707377830549,-0.0235669246932957,-0.0216930422592122,0.0037277061565328,-0.0767661540227527,-0.0368291632657383,-0.0374534333276824,Female,59,No,No,Employed,Suburban,College,1672207200
0,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,a504a505-2f10-45b3-8297-283bf1b86ba8,no_churn,0.015783109,0,no_churn,0.0751674945802187,-0.0054958617484226,0.0045622793955044,-0.0490745757674631,0.0153064194880789,-0.212547742492716,-0.0330661258512009,-0.0359695429904422,Female,40,No,Yes,Employed,Suburban,High School or Below,1672207200
15,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,784e4699-46de-427c-8c94-e9639274a952,no_churn,0.14925376,0,no_churn,0.0054609445309415,-0.0144411675364244,-0.0914129447473351,-0.0292302922862472,-0.116748390891498,0.0560744399052964,-0.0171824161865606,-0.0423796559715083,Male,26,Yes,No,Employed,Urban,College,1672207200
54,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,a63d69f4-de4b-4696-b4df-acd315957544,no_churn,0.0113696819999999,0,no_churn,-0.0675610844274615,-0.0038120283816897,-0.017649483725745,-0.0233704794859113,-0.0275374195035692,-0.0949595966146262,-0.0161878938527479,-0.0179481658173062,Female,60,No,Yes,Employed,Rural,High School or Below,1672207200
25,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,59087720-db20-49ea-a1d0-7a6145f7cb80,no_churn,0.0318708979999999,0,no_churn,-0.0526500198146277,-0.0116528648947132,-0.0447231396911774,-0.0885652128606307,0.008013411087013,0.0404482224421735,-0.0543408630601152,-0.0655556836932373,Male,74,No,No,Unemployed,Suburban,Bachelor,1672207200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3eab0b0b-0047-4aa9-b761-38cd355e3f41,churn,0.40407944,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,49,Yes,No,Employed,Suburban,High School or Below,1672207200
35,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,bf81fe6d-23cd-486b-800e-76dd0be99608,no_churn,0.01102569,0,no_churn,-0.0511316406479636,-0.0037401546856199,0.0052235480559829,-0.0356503109319055,-0.0338559708117827,-0.115554637409386,-0.014527344078524,-0.0197896418925847,Male,33,No,No,Unemployed,Urban,High School or Below,1672207200
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a7820a05-f5e2-4ebe-8a07-e01163f5acb7,no_churn,0.22871503,0,no_churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Male,35,No,No,Employed,Suburban,Bachelor,1672207200
47,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7a679f09-bac3-4f13-bf44-b1dcd5745b3e,no_churn,0.082648,0,no_churn,-0.0849018926632015,-0.0152835073687492,0.0082421892317779,-0.077615941561844,-0.0408057404164492,0.03765134326115,-0.0230868729670237,-0.039892396145442,Male,57,No,No,Employed,Suburban,Bachelor,1672207200
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,578f5237-8e44-40b4-828f-43eff61f37f2,no_churn,0.010293099,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Female,77,No,No,Employed,Suburban,High School or Below,1672207200
54,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fc542ea2-aec7-434e-a46f-dfbe4133a730,no_churn,0.24566555,0,no_churn,-0.176573114722992,-0.0123138843005108,-0.026297465971229,0.006416076760006,-0.0129061579399513,0.0364387956411337,-0.0373230880742585,-0.0444673117320053,Male,22,No,Yes,Employed,Suburban,Doctor,1672207200
56,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,416f0caf-8e48-4df9-9db1-51a72484497f,no_churn,0.052021172,0,no_churn,-0.0226842755922189,-0.003529525222766,0.0028231962007066,-0.0078519763194435,-0.105668644620773,-0.0909803692460082,-0.0207879412870352,-0.0203466159087474,Male,68,Yes,No,Unemployed,Urban,Bachelor,1672207200
27,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,819f4348-3520-41a1-b2a0-4815ab7e9783,no_churn,0.059392035,0,no_churn,-0.0687852149084938,-0.0029641176802579,-0.0052392588537622,-0.0253106737510097,0.0170198271054323,-0.0692818458618421,-0.0414518314478482,-0.0630130372849089,Male,46,No,Yes,Employed,Suburban,Bachelor,1672207200
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0fb277be-d2d0-426b-aabd-8e3320e28b4b,no_churn,0.5708355,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,62,No,Yes,Employed,Suburban,Bachelor,1672207200
2,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,095a8a2c-4f36-45c2-b4f1-bd0c0866746f,churn,0.723101,1,churn,0.188001771404242,-0.0056300189740704,0.0367764525852726,-0.0481922743819632,-8.74144850422454e-05,0.107963390614159,-0.0315287538067605,-0.0471507287101121,Female,55,Yes,No,Employed,Suburban,High School or Below,1672207200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4a273186-e186-4beb-b9de-b07616c61c27,churn,0.34227866,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,44,No,No,Employed,Suburban,College,1672207200
40,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,24172aab-81af-451b-a955-555ede5f9530,churn,0.16653563,1,churn,0.0250918967779216,0.112799444233906,0.0395483693729966,0.0180848622543726,0.0180171376730231,-0.17177859916821,0.005851376704827,-0.0066406373802101,Female,30,Yes,No,Medical Leave,Suburban,High School or Below,1672207200
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aae200ab-0ce1-42d5-8b31-f1eb6f0f4212,no_churn,0.1037973,0,no_churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Male,69,No,Yes,Unemployed,Suburban,College,1672207200
49,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,29fc7719-0970-4064-b792-ed84a85c2b99,no_churn,0.007467059,0,no_churn,-0.051065046410531,-0.0048484186375389,-0.0233448963372575,-0.0173858518969427,0.0140313376058838,-0.110216115620933,-0.0241159755366425,-0.0520811865229006,Female,34,No,No,Unemployed,Suburban,College,1672207200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,412698d7-bdfa-49d9-89bd-c1d1891815d5,no_churn,0.07436483,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Female,25,Yes,Yes,Unemployed,Rural,Bachelor,1672207200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cd664bd1-d4cf-429a-8acb-30ee53efce7c,no_churn,0.13260646,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,71,No,No,Employed,Urban,High School or Below,1672207200
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a9b321a0-3ae9-4c5e-8621-5d5b6368c01f,no_churn,0.16602091,0,no_churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Male,68,Yes,Yes,Retired,Suburban,High School or Below,1672207200
14,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,bf6548ca-b005-4bf6-92eb-c513d35708ea,no_churn,0.015647255,0,no_churn,-0.0316896404651743,-0.0049371315162352,-0.0121326116463933,-0.0512088649196175,-0.0296169157859003,-0.100054659893831,-0.0175100773280064,-0.0218762497352781,Female,55,No,No,Unemployed,Rural,High School or Below,1672207200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bcd9b7f2-6bba-4479-9ac4-d7f6799609d2,churn,0.52779955,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,64,Yes,Yes,Employed,Suburban,High School or Below,1672207200
12,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,5a3cde01-24d5-4b1c-94b9-3fd9ffca3a54,no_churn,0.034962557,0,no_churn,0.134032372417641,0.0018562701178234,0.0144520656389522,0.0271855209443128,0.0589434644088123,0.0033601535559046,-0.0042256982394792,-0.0128344744977948,Female,64,Yes,No,Employed,Suburban,Bachelor,1672207200
41,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,e5f8f379-8630-43dc-9304-3de259cf42b3,no_churn,0.009074805,0,no_churn,-0.0364105574666882,-0.0042869672428423,-0.0112746323715418,-0.0508999528913591,-0.0284963201020127,-0.106189892590173,-0.01292939854623,-0.0185384319079548,Female,76,Yes,No,Unemployed,Suburban,Master,1672207200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a850c705-5dbf-46f5-b80c-53f65e921e16,churn,0.31449354,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,43,No,Yes,Employed,Urban,Bachelor,1672207200
17,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,3d36cbb4-d332-4c1c-8458-74c1fb3e5229,no_churn,0.030546509,0,no_churn,0.0429989025804297,-0.0050205306583302,-0.0438851470745794,-0.0227485426927705,-0.0011843938368565,-0.175127535071852,-0.0355652544361692,-0.0284936518663107,Female,76,No,No,Unemployed,Suburban,High School or Below,1672207200
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a5bf395c-234e-4fad-be72-c7aba0b283dc,no_churn,0.4613257,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Male,52,No,Yes,Unemployed,Urban,Bachelor,1672207200
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,60f1f5f7-2309-449b-8669-5b33cd5ce3b5,no_churn,0.091919385,0,no_churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Male,66,Yes,Yes,Unemployed,Rural,Bachelor,1672207200
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,8eef2d67-aae5-4f73-935b-c410eb245a8b,no_churn,0.09363546,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Male,20,No,Yes,Employed,Suburban,High School or Below,1672207200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,215ef78b-062c-4acd-9f54-ad1e261b51d1,no_churn,0.41351402,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,22,Yes,No,Unemployed,Suburban,College,1672207200
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,510f1bab-f9e9-48fe-80ab-1258b6554849,no_churn,0.5131615,0,no_churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Female,72,Yes,Yes,Employed,Urban,Master,1672207200
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,10194456-514f-4b21-9963-5edea0c254ca,no_churn,0.10706878,0,no_churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Male,38,No,No,Employed,Suburban,High School or Below,1672207200
37,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,e39909ee-73aa-4879-b2dd-71c3c7f0862b,no_churn,0.008338561,0,no_churn,-0.0468774140108689,-0.0055401628459549,0.0140839907348708,-0.0224830122067214,0.0159802517660318,-0.167385648454001,-0.0212155656857794,-0.0301340461596191,Female,40,No,No,Unemployed,Suburban,Bachelor,1672207200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,81f8ac83-ad08-48d1-822d-67599c5f5f2d,churn,0.3839858,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,25,No,No,Unemployed,Suburban,High School or Below,1672207200
14,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,796d0f5a-3576-41e6-8074-d52f08dbb193,churn,0.1921017,1,churn,-0.064122353687535,-0.008919070277434,-0.0494195410683005,-0.0651729461433205,0.0135415150515018,0.0517839180784449,-0.0608287993538124,-0.073388874244938,Male,66,No,No,Employed,Suburban,Doctor,1672207200
19,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,62aabf58-5914-4f15-a36c-425df0cc65ea,no_churn,0.21145315,0,no_churn,-0.0345459882214527,-0.0134163495596567,0.0128133010313649,-0.0860376488370275,0.0308364173072641,0.0541883374632288,-0.054115194997903,-0.0787490278886434,Male,49,No,Yes,Unemployed,Urban,Bachelor,1672207200
24,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,ce284d11-477f-46af-8a65-3e45cb5794d3,no_churn,0.03514292,0,no_churn,-0.0669308930030456,-0.0069717062798554,0.0053014426387971,-0.0515583358136609,-0.0343258757984176,-0.0695894634220803,-0.0200676362444755,-0.0248836842525815,Female,74,No,No,Employed,Suburban,High School or Below,1672207200
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,23b586df-8b9c-4bd3-b946-d805f8afcd03,churn,0.07346713,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,66,No,No,Employed,Suburban,High School or Below,1672207200
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e4989ddf-9fde-4f4e-a206-05819828b0e5,churn,0.15785368,1,churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Female,42,No,Yes,Employed,Suburban,College,1672207200
8,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,821c91d1-0453-40c8-b1f5-f6bea90267c1,no_churn,0.21892697,0,no_churn,0.0398306656339536,-0.0138635774697422,0.0311376291248734,-0.021994096298481,-0.0074790641692061,0.0559435974001871,-0.0466439870568592,-0.0399573166473828,Male,25,Yes,No,Employed,Suburban,Master,1672207200
20,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d430f3b9-36c9-490c-9bec-252caeb2ef3f,no_churn,0.10739971,0,no_churn,-0.0943178325674489,-0.0184398287081967,-0.0216116550000879,-0.0561134824890723,-0.0425401987476288,0.0382848447613196,-0.0336257470009331,-0.0306622513499132,Female,55,No,Yes,Employed,Suburban,College,1672207200
71,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,775d1fe1-5ff3-458f-b2ca-ef6bdd3d0425,no_churn,0.003327712,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,79,No,No,Retired,Suburban,High School or Below,1672207200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,486f25b8-d685-467a-b44e-ee5fefdf436c,no_churn,0.29221398,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,50,Yes,No,Disabled,Suburban,Bachelor,1672207200
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1cbb22eb-e8c6-464c-a9c5-96b6c4110bec,churn,0.5871545,1,churn,0.104645721635188,-0.0083058418455584,-0.0201628864512349,-0.088874697084193,-0.0468476858687608,0.0829323964433933,-0.0491734718568659,-0.0723277048785894,Female,24,No,No,Employed,Rural,High School or Below,1672207200
71,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,b4504315-dc82-4c56-be22-eb8a27fbc6c8,no_churn,0.0312367879999999,0,no_churn,-0.0927763032689267,-0.0040344907214034,0.0065375893538634,-0.0074485286319441,0.007613043318056,-0.120907564712002,-0.0168779919138478,-0.0411319062470693,Male,58,Yes,Yes,Employed,Urban,College,1672207200
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,17658b12-498f-496a-a1dd-b6e48563a673,no_churn,0.745826,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,30,No,Yes,Employed,Suburban,Bachelor,1672207200
40,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,312ee58d-fff2-4f3c-a756-191fb95e8c12,churn,0.12281584,1,churn,-0.0952253622636271,-0.0126855872943087,-0.0331743640816057,-0.070608491063449,0.0046039557714357,0.0426803778198518,-0.0335070468832964,-0.0391096327134255,Female,78,No,No,Unemployed,Rural,College,1672207200
25,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,cd5845a2-b602-4e98-9a2d-0982953268f9,no_churn,0.010328865,0,no_churn,-0.009759659024221,-0.0049870019770423,-0.0340639015921442,-0.0302760024227063,-0.001884815454814,-0.113654599611218,-0.0327919966208537,-0.041608176714235,Female,79,No,Yes,Medical Leave,Suburban,College,1672207200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ae4aaad7-e016-44ab-87a2-81b02aa02eab,churn,0.66456825,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,64,No,Yes,Employed,Urban,Master,1672207200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cd44e9ad-3237-415d-8822-8e1e26ed2533,no_churn,0.29938555,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,21,No,No,Employed,Suburban,Bachelor,1672207200
20,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0895704b-fdfc-4832-93b4-fdf18b3815ae,no_churn,0.06827418,0,no_churn,-0.0768321443469449,-0.0061500615389377,-0.0338184803820786,-0.0657643370983078,-0.0024462181011494,0.0433240992699484,-0.0620692724126729,-0.0652697374775198,Male,23,No,Yes,Disabled,Suburban,Bachelor,1672207200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9129a1fd-7eff-49d3-ae12-35594ce5961a,churn,0.5238444,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,65,Yes,No,Employed,Suburban,High School or Below,1672207200
22,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1dc73ccf-3ba7-46d8-bdd3-4e983a813435,no_churn,0.071152635,0,no_churn,-0.0445288763054577,-0.0085020247749162,-0.0295503946157077,-0.0353769663807725,-0.050241624380742,0.0503370300734422,-0.0375078219153692,-0.0699054724839334,Female,49,Yes,No,Unemployed,Suburban,College,1672207200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f5b148cc-b504-43aa-8efc-7dc8bb333f6d,no_churn,0.18029542,0,no_churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Female,48,Yes,No,Employed,Urban,College,1672207200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b65acbf8-18ff-4ba0-8c46-8b314100ac48,no_churn,0.56161225,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,23,No,Yes,Unemployed,Suburban,College,1672207200
38,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,6525c6bf-0a3a-4e78-aa93-d82a642d47c1,no_churn,0.008692689,0,no_churn,-0.0191777163919505,-0.0037107798468059,0.0019980066744938,-0.0705883128343157,0.0140742054722068,-0.125871295503348,-0.0250449760949413,-0.0407052847685918,Female,30,Yes,No,Employed,Urban,Bachelor,1672207200
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,9de551c4-ab27-42fc-8dad-0c918a833724,no_churn,0.0073590055,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Female,33,No,No,Unemployed,Suburban,College,1672207200
42,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca8f7de0-3862-4ee3-b028-d91a7b7b995c,no_churn,0.26320186,0,no_churn,-0.0400668828365269,-0.0054989784264762,0.0052980424988345,-0.122439822471524,0.0188980074845312,0.06098224254878,-0.0458362265843788,-0.0653625341588667,Female,22,No,No,Disabled,Urban,College,1672207200
26,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,88d1505f-afef-40ae-943c-17c5d090be78,no_churn,0.029410306,0,no_churn,-0.0784082572463921,-0.0028801380857657,-0.0059322088463886,-0.0208014040748094,0.0159688858556546,-0.0639591384693631,-0.0388270533796276,-0.0641868386158057,Female,36,Yes,No,Employed,Suburban,Bachelor,1672207200
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,497fd21e-110d-4d91-b16a-9f6af0653f95,no_churn,0.0042347955,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Male,39,No,Yes,Employed,Urban,High School or Below,1672207200
2,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,34ac5293-bc71-4b65-875b-cc5bb1250813,no_churn,0.610051,0,no_churn,0.0843629750277978,-0.0083829449639688,0.0078669271468606,-0.12208352796295,-0.0379065500218712,0.086480830091732,-0.0656835105993741,-0.0788946376374769,Female,33,No,No,Retired,Suburban,College,1672207200
18,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,4d7bd906-b183-4a07-a65b-0b5b94e7c446,no_churn,0.038392477,0,no_churn,-0.0637510444555118,-0.0037585012300951,-0.0140340265603481,-0.0169290758811985,-0.0143189198082109,-0.049022291976471,-0.0273089597772195,-0.0539033314352309,Female,31,Yes,Yes,Employed,Rural,High School or Below,1672207200
24,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,84c79721-af6a-4ca1-9c27-dff2237beb34,no_churn,0.25466985,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Male,22,No,Yes,Unemployed,Suburban,High School or Below,1672207200
14,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0cf16868-fba7-4e00-8d2c-4021c0c2d247,no_churn,0.114927866,0,no_churn,-0.0295150177738287,-0.0187355325568205,-0.0845621480371846,-0.052174699141924,-0.004622744157823,0.0567484422038251,-0.0469841410711342,-0.0723469759761428,Female,39,No,Yes,Employed,Suburban,College,1672207200
3,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f882796b-2d89-4b11-9ece-3fe0cff2440e,churn,0.39109042,1,churn,0.108305541592704,0.0374283293881853,0.0088722260225767,-0.110217631466253,-0.0447886005662212,0.0943862039643727,-0.0297432100694823,-0.0374408593718271,Male,36,No,Yes,Medical Leave,Urban,High School or Below,1672207200
69,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,c8601e01-5ca7-4970-9fa6-0616b3bfcf87,no_churn,0.007489724,0,no_churn,-0.0576186361545842,-0.0034522538298006,0.003754260429423,-0.0311706272638366,0.0002212899631649,-0.124990667535826,-0.0222585373420497,-0.0335109806184846,Female,47,Yes,No,Employed,Urban,College,1672207200
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5ff92fc8-ed96-4a88-ad29-601db7e2bdd5,no_churn,0.13260646,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,54,Yes,Yes,Disabled,Suburban,Bachelor,1672207200
68,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,bba00e25-ec75-4f71-883c-da595e01d533,no_churn,0.008874001,0,no_churn,-0.0614203654643461,-0.0037060325556376,-0.0143773516941837,-0.0182693018839381,-0.000219495494839,-0.11634013835197,-0.0249788759849616,-0.0297145911534426,Female,26,No,No,Employed,Suburban,Bachelor,1672207200
13,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,bdff9f28-8eed-439d-ae98-0b1d60e286cc,no_churn,0.7079699,0,no_churn,0.13213594284035,-0.003359075198532,0.0962286506398959,0.0145468248217184,0.115679886537964,0.156762842263524,0.0911588974607912,0.0978198852384957,Female,34,No,No,Employed,Rural,College,1672207200
36,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,07a95c29-f1cf-4c05-8068-8d41d739260c,no_churn,0.32870468,0,no_churn,-0.183184365898183,-0.0054095368065918,-0.0874025572111213,-0.0680741670265615,0.0216831552282565,0.0470451877027244,0.0286437635214451,0.0386723688531765,Male,61,No,Yes,Employed,Suburban,Bachelor,1672207200
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7033343d-4ac9-4336-8271-8784177d9b88,churn,0.7606959,1,churn,0.259282381778703,-0.0056924773072569,-0.0245664237611526,-0.0111712975840328,0.100747413589761,0.146802504136103,0.137915462095552,0.127656287538466,Female,38,No,Yes,Employed,Suburban,Bachelor,1672207200
44,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e7349c1c-8d3d-4122-94a2-76cacc936517,no_churn,0.33901843,0,no_churn,-0.22838991586681,-0.0067481785988093,-0.0003773216862828,-0.0738797214388796,0.0465972963344029,0.0107502732618922,-0.007629346590711,0.005650764130587,Female,52,Yes,No,Employed,Suburban,High School or Below,1672207200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6bdb5efb-cf21-48de-aa8c-d1226f086c5b,no_churn,0.5921672,0,no_churn,0.0819347281248065,-0.0024540577890729,-0.017060349552521,-0.031410497879151,0.0898607142214768,0.125164236439432,0.106230964431597,0.127458113870998,Male,42,No,Yes,Employed,Suburban,College,1672207200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,dd928146-e02f-4280-bb29-6a2bf102bfa3,churn,0.7882749,1,churn,0.0634450350439055,-0.0022868122133149,-0.0214859046403762,-0.134733107427619,0.0487922694047028,0.12384238161023,0.103272865520485,0.119115215111342,Male,53,Yes,No,Employed,Suburban,College,1672207200
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c2149521-b0dc-4682-9b0b-8e8b3a3daa30,churn,0.6514497,1,churn,-0.0274700466620652,-0.0028273791507308,-0.100454673506979,-0.023757175520036,0.0786110329065104,0.0719940993430736,-0.0690277151814234,0.0676199896279922,Male,69,Yes,Yes,Unemployed,Suburban,College,1672207200
52,Yes,No,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,beabe3d7-6660-4406-bf82-43d007e2b541,no_churn,0.13527949,0,no_churn,-0.0225889620587076,0.0016972703744249,0.0431921100706676,0.0943493854054577,0.123481301095635,-0.0253969156842322,0.0850990947984609,0.111140569319832,Female,66,No,Yes,Unemployed,Suburban,Bachelor,1672207200
3,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d3b298a3-bb51-4a43-841b-cc668a8fe951,no_churn,0.670579,0,no_churn,-0.0410061817774067,-0.0073436667598252,-0.0055309492624928,-0.135371532770541,-0.0188230709874778,0.0796621925357612,-0.0309850844221364,0.0040388117846578,Female,52,Yes,No,Unemployed,Suburban,High School or Below,1672207200
52,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1a5894d4-3de0-45df-8bdd-c0e1ecd8964c,churn,0.409866,1,churn,-0.125907988866202,-0.0016960192677288,-0.0565369622193247,-0.0397092050187893,0.107739176039395,0.0757196027348618,0.0518778684918834,0.0844873751730119,Female,36,No,No,Employed,Rural,Master,1672207200
47,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,b226ef1c-195c-4f9f-92b7-f61c9695d925,no_churn,0.20749344,0,no_churn,-0.059453032924448,-0.0024653786910494,-0.0175811771587177,-0.0080021719407523,0.0302269755022098,-0.0792684632676173,0.0223822810760657,0.0651348175321254,Male,68,No,Yes,Disabled,Rural,College,1672207200
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,4a02befa-4d23-498b-9944-68ca88bd5409,churn,0.017115526,0,no_churn,-0.14927915407834,-0.0024639256440605,0.0020646726551058,-0.0132132619993717,0.0190942965259455,-0.218137372339242,0.0409208080728967,0.0519877837349122,Male,48,No,Yes,Employed,Suburban,High School or Below,1672207200
67,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,e5ad5593-f77c-4a92-98a7-14b11ece24f5,no_churn,0.19526643,0,no_churn,-0.0992757089119277,-0.0025586138642029,-0.0381881425690699,-0.0238816013255746,0.0248165750040789,-0.137118295479086,0.0446751661924099,0.0525044710208749,Male,22,No,No,Employed,Suburban,High School or Below,1672207200
71,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,1eb22ca7-d190-4b7d-8911-d7fb190ad541,no_churn,0.06478031,0,no_churn,-0.132885863467991,-0.0031096199639796,-0.0576793728091797,-0.0067079798360191,0.0187498149837301,-0.167304736737515,0.0429914827079483,0.0519201229798636,Male,53,No,No,Employed,Suburban,College,1672207200
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,8a46e414-3068-4259-aa5e-3aaed0172c9c,no_churn,0.041772917,0,no_churn,-0.128763544728117,-0.0022560216408419,0.0076671420250204,-0.0503770027835889,0.0127368850365564,-0.206142798531819,0.0494721643661068,0.0586370239284951,Female,34,No,Yes,Employed,Suburban,High School or Below,1672207200
31,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f617058a-dc57-4bc6-a6d3-923a8327e1d8,no_churn,0.31681827,0,no_churn,0.0357414390500525,-0.0036246299018239,0.0443230837999908,0.0517688915602957,0.121828805598916,0.0955438418530593,0.0706091019565246,0.104783325070239,Male,31,No,Yes,Employed,Suburban,Bachelor,1672207200
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f2259e63-b278-4542-8a49-2f311c5a81a8,churn,0.77429426,1,churn,0.12859167292022,-0.0008396652898773,0.121351232768397,0.0724346217094125,0.094390313936492,0.134296933755359,0.0588514594437492,0.121897281305442,Male,25,Yes,Yes,Employed,Suburban,College,1672207200
28,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,8be720ce-ed1b-4cf8-b342-0f8e8417d79e,no_churn,0.27323,0,no_churn,-0.0281519703803769,-0.0015962720287643,-0.0487236838635999,-0.124020709978395,0.0752874338856054,-0.169644777608473,0.075393604471501,0.0824302227395674,Female,39,No,No,Retired,Suburban,College,1672207200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,de346dbd-010e-4c57-919e-3b88d6e7fd74,churn,0.75283444,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Male,80,No,No,Employed,Rural,High School or Below,1672207200
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3263bcf2-9817-4a64-97ab-b96b1b667d16,no_churn,0.39809194,0,no_churn,0.0470100274285323,-0.0029281533259927,0.130930497357613,0.12032130613452,0.048330442076658,0.134388222664202,0.170544758552342,0.062376760126117,Male,78,No,No,Employed,Suburban,Bachelor,1672207200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,143b7572-cb04-478a-a635-a81a244f1f72,churn,0.7853544,1,churn,0.0254800662138131,-0.0022148940392617,0.102443426711434,-0.0038946857798509,0.0316104208026172,0.114668699367739,0.0092654989978655,0.035589710465374,Female,70,No,No,Employed,Urban,High School or Below,1672207200
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,2dabb97d-e6e1-429f-ab87-67e19ffe3cd8,no_churn,0.2203199,0,no_churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Female,37,Yes,Yes,Employed,Suburban,Bachelor,1672207200
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f8d81057-27aa-4c88-8a48-7bf3493e7027,churn,0.5150121,1,churn,0.0541403512858141,-0.0017580420757258,0.1579974554006,0.100835816563322,0.0538263973197354,0.142934867024942,0.15257659641813,0.0704204200786262,Female,22,No,Yes,Employed,Suburban,College,1672207200
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1e1e9b40-5f37-4e4c-9cdd-bc02df9731d5,no_churn,0.35343754,0,no_churn,-0.159381045383661,-0.0047549188495213,0.0246911353768246,-0.0885832084022513,0.0134889218375974,0.0056477157073368,-0.0435908803512029,-0.0065438717471806,Female,69,Yes,Yes,Employed,Rural,College,1672207200
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,7d1dbdef-3468-4915-b89e-f004bcbc3730,churn,0.60318303,1,churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Male,20,Yes,Yes,Employed,Suburban,High School or Below,1672207200
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b6406d79-c78f-4737-b2b7-75e60efb81bb,churn,0.60687107,1,churn,0.102516282007655,-0.0045641832204819,0.0199027771025066,-0.0147321386875592,0.0819065777757714,0.119982260856877,0.0586023526894041,0.0079562480588538,Female,32,Yes,Yes,Employed,Suburban,High School or Below,1672207200
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2b93b2e4-45b5-44be-a4cb-60c29a0a64a1,no_churn,0.5273486,0,no_churn,0.13228871870213,-0.0043882521816158,-0.0189570519678727,-0.0109175048581255,0.0609130537229975,0.128542314417937,0.0444247933512633,0.0691034998859322,Male,75,No,No,Employed,Suburban,College,1672207200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2e47ec7a-f568-4858-88c7-bdb383738698,no_churn,0.25945672,0,no_churn,-0.27668371200497,-0.0038979956233197,0.0259639245665403,-0.0459265654923729,0.017261062279731,0.0329658542750257,-0.0202017859412444,0.0014930633725089,Female,74,No,Yes,Unemployed,Suburban,High School or Below,1672207200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7b431c75-9694-4249-b6ea-554f86122c55,no_churn,0.5778552,0,no_churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Male,30,No,Yes,Medical Leave,Rural,Bachelor,1672207200
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f650f7ac-60a3-408f-b138-15dcd515da37,no_churn,0.26362348,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Female,55,No,Yes,Disabled,Suburban,High School or Below,1672207200
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2e420d1a-347e-4edf-8bdc-b6c3de429d78,churn,0.5734276,1,churn,0.0898703326505892,-0.0056386873248266,0.0120893172442993,-0.014434947900936,0.01079633334366,0.0714135072355566,-0.00305810382255,0.0509361024266581,Female,80,No,Yes,Retired,Suburban,College,1672207200
68,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,bee65d74-59ed-4427-9773-4d5efc36011f,no_churn,0.22721429,1,churn,-0.0995592196558936,-0.0020878603647179,0.0196285542393979,0.0148338975779643,-0.0088760405219545,-0.101742962311455,-0.042362377799036,0.0311398572895268,Male,57,No,No,Employed,Rural,Bachelor,1672207200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0bfe1630-c6cb-4cc7-af23-ac600f584f6c,churn,0.6441232,1,churn,0.0010883495671532,-0.0021554218725759,0.111315125524698,0.0889733803825038,0.048708339234472,0.122046073685851,0.0760291243999563,0.0516325885951846,Male,78,No,No,Medical Leave,Suburban,Bachelor,1672207200
66,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,9e883801-a965-49e1-bf04-7a882a654302,no_churn,0.04694932,0,no_churn,0.0319723013161183,-0.00069091482379,0.0846791884407684,0.0845735278622942,0.0426543664333894,-0.0251694006358593,0.1221770980976,0.0607776880071651,Female,29,No,Yes,Retired,Suburban,High School or Below,1672207200
44,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,eea06287-2e36-4034-9cb8-9c0ca247d860,no_churn,0.28790596,0,no_churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Male,75,No,Yes,Employed,Rural,College,1672207200
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,0581853c-f0eb-4ea4-98ea-4389fbe6d5f2,no_churn,0.04749964,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Female,45,Yes,Yes,Employed,Urban,Master,1672207200
70,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,687fa946-97b9-47d1-9590-31dce0e406bb,no_churn,0.079849765,0,no_churn,-0.13279490498493,-0.00190136258243,0.0495871613194322,0.0382632205657682,0.0167525130696412,-0.192228148204686,0.0355430499178692,0.0607523206511177,Male,35,No,No,Unemployed,Suburban,Bachelor,1672207200
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,416d7157-5807-4048-abc6-c3af8743d057,no_churn,0.66118246,0,no_churn,-0.0785322365995762,-0.0045719854190065,-0.0348805200211245,-0.0845258663719141,-0.0196557087729161,0.0814355274586341,-0.0847503355563731,0.0231216370339461,Female,60,No,No,Medical Leave,Suburban,Bachelor,1672207200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32b6aade-6cf3-49f5-a0dc-2ef00f001d7e,churn,0.59297585,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,58,Yes,No,Medical Leave,Rural,Doctor,1672207200
71,Yes,No,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,21df585f-2e0c-4ffe-b8b0-b5422909f861,no_churn,0.04919172,0,no_churn,-0.122373405775215,-0.003267233007391,-0.0194398807585093,0.0253895126315546,-0.0063842971776466,-0.106578872821192,-0.0142470134850373,-0.0221249617272405,Female,21,No,Yes,Unemployed,Suburban,College,1672207200
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3263fd1a-69cd-4bdf-89c8-038b4ec463c3,churn,0.66473544,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,40,No,No,Employed,Suburban,Doctor,1672207200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,723f92bf-756f-4d98-a825-885c3673c1b6,no_churn,0.7309507,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,41,Yes,No,Employed,Rural,College,1672207200
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8bedeb9e-24b5-4cb0-9e8d-0cae3a2c9837,no_churn,0.36663938,0,no_churn,-0.180148680607472,-0.010300978250234,-0.10382913810392,0.040855993141522,0.0014168474509824,0.0489986720480737,-0.0406934953999552,-0.0253253693832994,Male,52,No,Yes,Employed,Rural,Bachelor,1672207200
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f0f429a4-dc44-456b-9852-083ca764337c,churn,0.48837042,1,churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,58,Yes,Yes,Employed,Rural,College,1672207200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5989057b-2cd2-41b8-9cc2-b541316a2e30,no_churn,0.7777511,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,52,No,Yes,Unemployed,Urban,College,1672207200
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0aa43811-6567-4218-974c-65ffc5b3b428,churn,0.54315597,1,churn,-0.0899472388734784,-0.0028897022199271,0.0601286459145467,0.11292714846908,0.0053760809149753,0.093744560875325,-0.0090210859208855,-0.0483844746139675,Male,71,No,Yes,Employed,Urban,Bachelor,1672207200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2c17fbda-3cbb-4998-b3fa-4ef361312ef4,churn,0.5667664,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,43,No,No,Employed,Suburban,High School or Below,1672207200
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec075c39-d433-4dea-a2c4-2f344e2def82,churn,0.42729163,1,churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,56,Yes,Yes,Medical Leave,Suburban,College,1672207200
42,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c03eab13-a2ba-4c11-b2bf-64b1517844b9,churn,0.27454755,1,churn,0.182046788066273,-0.0003310347031219,0.0359801832818993,0.203345302081143,0.13419506465103,0.137895925012526,0.0069869098127855,0.0308547193543381,Female,25,Yes,Yes,Employed,Suburban,High School or Below,1672207200
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e2adf02e-8f51-4892-8787-7208857efb12,no_churn,0.4738058,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,66,Yes,Yes,Unemployed,Rural,High School or Below,1672207200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d02ba9a-7cc2-4cc1-871e-f723ddd67b98,churn,0.5625588,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,65,No,No,Employed,Suburban,Bachelor,1672207200
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c3792ec2-5422-460e-bdca-68bdb7699c44,churn,0.6771252,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,74,No,No,Unemployed,Suburban,Bachelor,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,13055de7-740c-44f2-8877-eefeb3cdcc2f,no_churn,0.81626725,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,55,No,No,Retired,Suburban,Master,1672207200
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,00e856f5-e272-4df0-890f-24e8ca389614,churn,0.65543413,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,80,No,No,Unemployed,Suburban,High School or Below,1672207200
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e252a07-5e26-41a6-a386-f71b6d7e231c,churn,0.67484903,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,45,No,Yes,Employed,Suburban,Master,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd1171c2-4e2f-4565-a587-5bda6d4db779,no_churn,0.8218385,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,63,Yes,Yes,Employed,Suburban,High School or Below,1672207200
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3576644f-d592-4a4a-94d4-3ee6e3f5f390,no_churn,0.53494984,0,no_churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Female,22,No,No,Unemployed,Urban,Bachelor,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ccdb62f7-14ea-4f3b-a328-f5ab875e3acd,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,34,Yes,Yes,Unemployed,Suburban,College,1672207200
65,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,a81e9dd7-0d4f-4409-bb26-7ca9578e178f,no_churn,0.05506185,0,no_churn,-0.0959926536187413,-0.0034893740614461,-0.0923258138072014,0.022640828826079,0.0045813075668411,-0.0725547804216694,-0.0182385874379906,-0.0136470783263575,Male,78,No,Yes,Employed,Suburban,Bachelor,1672207200
39,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,57d59b9a-94bc-4c32-ace0-397ab008f6ef,churn,0.42274618,1,churn,-0.0278463584341307,-0.0079545304812745,-0.0747437652394182,0.115114772421384,-0.0007487132963797,0.101187900522941,0.0088388309891706,-0.0336996810553591,Female,66,No,Yes,Employed,Suburban,Master,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5910603-5fe9-4f7d-b8d1-13c810030800,churn,0.8184008,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,35,Yes,Yes,Employed,Rural,Bachelor,1672207200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6555e1b3-ed38-43cb-8aa3-9dbad399d41c,no_churn,0.56791246,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,37,Yes,Yes,Employed,Suburban,Master,1672207200
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7216d958-d147-410d-b29a-1f6b073df7e3,churn,0.7675003,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,38,Yes,Yes,Employed,Suburban,High School or Below,1672207200
9,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,30a9e010-d642-44a2-b9f6-5065882bc9d4,no_churn,0.22170708,0,no_churn,-0.0203711829455733,-0.0044706554972799,0.0049437374095805,0.0418260008010383,-0.0299590490459058,-0.185802780206823,-0.0249771820917067,-0.0502150391470559,Female,44,Yes,No,Employed,Suburban,College,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a7626d84-0bd8-417b-9395-dfb7a184c4eb,churn,0.76726085,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,33,Yes,No,Employed,Rural,College,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,204706ea-ecab-4318-b38d-a9ee061ecbf8,churn,0.86904013,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,55,Yes,No,Unemployed,Urban,Bachelor,1672207200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fc181c70-7a00-4177-b0be-d5bcdaaaa296,no_churn,0.4514167,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,72,No,Yes,Unemployed,Suburban,College,1672207200
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b91e0160-e8a0-47a1-ab3f-6f56377aadc3,churn,0.49135873,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,42,No,No,Disabled,Suburban,Bachelor,1672207200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,824b59c9-a4f0-4063-b31e-72096b9ecc28,churn,0.91156226,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,47,Yes,No,Unemployed,Suburban,Bachelor,1672207200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b69fc8f7-27a0-4f4d-9618-7796b7b28967,no_churn,0.5605899,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,35,No,Yes,Employed,Suburban,Master,1672207200
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,04823c22-74a0-49a5-9ad1-66f31ae476f6,churn,0.69748783,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,73,No,No,Employed,Suburban,Bachelor,1672207200
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,88ebdcc0-a2c4-4242-b42f-e9aa34ff9bfc,churn,0.47523376,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,28,No,Yes,Employed,Suburban,College,1672207200
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29a2a392-c225-4063-9c17-741395e92652,no_churn,0.21610983,0,no_churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Male,74,No,No,Employed,Suburban,Master,1672207200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c66a1e94-4a88-4d8e-903b-62ba2c009eef,churn,0.47687852,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,52,No,Yes,Unemployed,Suburban,Bachelor,1672207200
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,54dd5c5d-dd8e-48ea-8bf7-513ba1113b52,no_churn,0.51908964,1,churn,0.0728345984588986,0.0004050265961268,0.0886339709109779,0.110778395099787,0.11636298157051,0.142153280764337,0.0002317216134906,0.0152358643748357,Female,58,Yes,Yes,Employed,Suburban,High School or Below,1672207200
42,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,260c04a5-31ba-453a-930d-d45e0961dbcb,no_churn,0.26320186,0,no_churn,-0.0400668828365269,-0.0054989784264762,0.0052980424988345,-0.122439822471524,0.0188980074845312,0.06098224254878,-0.0458362265843788,-0.0653625341588667,Female,68,No,Yes,Employed,Suburban,Bachelor,1672207200
71,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,491ac136-c09d-432f-bda4-14d071c275bf,no_churn,0.0312367879999999,0,no_churn,-0.0927763032689267,-0.0040344907214034,0.0065375893538634,-0.0074485286319441,0.007613043318056,-0.120907564712002,-0.0168779919138478,-0.0411319062470693,Female,53,Yes,Yes,Employed,Suburban,Bachelor,1672207200
49,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,1035a9ee-65d3-44aa-a396-03f36a4b2ac3,no_churn,0.03158587,0,no_churn,-0.0487549569737757,0.0231522231015515,-0.0016667195540458,-0.0224984550373574,-0.0389697622055678,-0.174713468274813,0.0436385000158588,0.030786485462263,Female,22,No,Yes,Unemployed,Suburban,Bachelor,1672207200
24,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,e637962c-bbf7-4892-aa13-afe87c6d09f2,no_churn,0.03514292,0,no_churn,-0.0669308930030456,-0.0069717062798554,0.0053014426387971,-0.0515583358136609,-0.0343258757984176,-0.0695894634220803,-0.0200676362444755,-0.0248836842525815,Female,58,Yes,No,Employed,Suburban,High School or Below,1672207200
24,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,3e89fabe-4864-4fe9-9149-f6dbc940b5ad,no_churn,0.0267096239999999,0,no_churn,-0.0683744038945224,-0.0080707377830549,-0.0235669246932957,-0.0216930422592122,0.0037277061565328,-0.0767661540227527,-0.0368291632657383,-0.0374534333276824,Male,54,No,Yes,Employed,Suburban,High School or Below,1672207200
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,8f4df238-f90f-44cf-9bab-956aeddad803,no_churn,0.0059710369999999,0,no_churn,-0.0965766116029408,-0.0024235979126751,0.0148606131701262,0.051391232625001,-0.0077969230896542,-0.102994310152444,-0.0053416571539764,-0.0094782311878407,Male,73,No,No,Unemployed,Suburban,Bachelor,1672207200
24,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,3afb0f33-31ee-4156-a363-fd1021e2d96b,no_churn,0.03514292,0,no_churn,-0.0669308930030456,-0.0069717062798554,0.0053014426387971,-0.0515583358136609,-0.0343258757984176,-0.0695894634220803,-0.0200676362444755,-0.0248836842525815,Male,37,Yes,No,Employed,Suburban,College,1672207200
59,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,f911b219-5d71-4a06-b1ef-32b27db3f1cb,no_churn,0.0281815879999999,0,no_churn,-0.0655076525597905,-0.004419293068895,0.0006149161653775,-0.0332735449774463,-0.0367191513089255,-0.0858727778226875,-0.0220459773068796,-0.0218026725441086,Female,25,No,Yes,Employed,Suburban,College,1672207200
60,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,c2c4b9ad-26d1-4645-9b07-f39c97660169,no_churn,0.057575718,0,no_churn,-0.0461246181592105,-0.0024307020903324,0.01539274952298,0.0196851508926556,0.0831490972952178,-0.0136965515018437,0.0639223496623799,0.0587906634870159,Male,25,No,Yes,Employed,Rural,High School or Below,1672207200
3,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2952f34a-ddbb-4a17-a822-6eb088dd8124,no_churn,0.38492683,0,no_churn,0.117189913605155,-0.0068580273731276,0.0143552925438234,-0.144648401127342,0.0368217257359174,0.0993939368973678,-0.0470795709900903,-0.0610532779300228,Female,46,No,Yes,Unemployed,Rural,College,1672207200
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d87e9e3f-4a71-4fd8-b58b-0ade33e60c0c,no_churn,0.53494984,0,no_churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Female,63,Yes,No,Employed,Suburban,College,1672207200
15,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,5f1abc12-a2cc-4b82-a574-22022886ac20,no_churn,0.2126605,0,no_churn,0.168758967930808,-0.011469311304063,0.027250818169432,-0.0095875484100361,-0.0336315511249085,0.103266925959197,0.102855239173387,0.0935303118378942,Male,35,No,No,Employed,Rural,College,1672207200
44,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,30c49132-ed5d-40d6-909c-a6d91969b4b8,no_churn,0.33901843,0,no_churn,-0.22838991586681,-0.0067481785988093,-0.0003773216862828,-0.0738797214388796,0.0465972963344029,0.0107502732618922,-0.007629346590711,0.005650764130587,Female,54,No,Yes,Employed,Rural,High School or Below,1672207200
5,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1a6eeca6-ae29-4fdd-b918-f3d549aae178,no_churn,0.25149986,0,no_churn,0.122930238099871,-0.0119534655508141,0.0379406842708158,-0.0360809053324192,-0.11174873186782,0.0798127196520818,-0.0238674919113327,-0.0111068131946376,Male,73,Yes,Yes,Retired,Suburban,Bachelor,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,2b4f91c8-355c-4eb9-aa7e-ea5c436e3335,churn,0.4229476,1,churn,-0.122147812180792,-0.0020683227598965,0.0081387134622946,0.0231307682662463,-0.109414564788021,-0.132098398152157,0.0141244194993942,0.0513090427437418,Female,61,Yes,No,Disabled,Suburban,Bachelor,1672207200
68,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,92c5df1a-dc57-49c3-9f04-bb069c6defeb,no_churn,0.17837572,0,no_churn,-0.0866537595158297,-0.0013391099022192,0.0338739040285054,-0.0172389536791797,-0.0365970554298473,-0.0532994066464561,0.0728075169371641,0.0594207143243784,Male,75,Yes,Yes,Retired,Suburban,High School or Below,1672207200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3194f7dd-cf35-43c1-a963-c411c7d86a6b,churn,0.59297585,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,40,Yes,No,Employed,Suburban,Bachelor,1672207200
42,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7a388a97-c9bc-4d13-8343-f2edb22038bc,no_churn,0.26320186,0,no_churn,-0.0400668828365269,-0.0054989784264762,0.0052980424988345,-0.122439822471524,0.0188980074845312,0.06098224254878,-0.0458362265843788,-0.0653625341588667,Female,42,No,Yes,Employed,Suburban,Bachelor,1672207200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1831052c-f654-4156-ab22-7f1c0a1777bc,churn,0.59297585,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,48,No,Yes,Retired,Suburban,College,1672207200
2,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5d4a97fb-a0f2-4cdf-a1a5-e272917e3abb,churn,0.723101,1,churn,0.188001771404242,-0.0056300189740704,0.0367764525852726,-0.0481922743819632,-8.74144850422454e-05,0.107963390614159,-0.0315287538067605,-0.0471507287101121,Male,71,No,Yes,Employed,Urban,Bachelor,1672207200
71,Yes,No,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,d1d4a8fa-d380-4974-ac94-9af504bad706,no_churn,0.04919172,0,no_churn,-0.122373405775215,-0.003267233007391,-0.0194398807585093,0.0253895126315546,-0.0063842971776466,-0.106578872821192,-0.0142470134850373,-0.0221249617272405,Male,63,No,No,Retired,Suburban,College,1672207200
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,096675ae-fa1d-4e1a-b20f-155776ffb4be,churn,0.20097026,1,churn,0.0465159144765129,-0.0032220477603914,-0.0595240560494403,-0.0190666468155723,0.0158759865418505,0.0952036635692275,0.113610005479641,0.0615810346730904,Female,68,No,Yes,Unemployed,Suburban,Bachelor,1672207200
52,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,9743d29b-c319-40c9-b8cf-4d1ffd3d3424,no_churn,0.409866,1,churn,-0.125907988866202,-0.0016960192677288,-0.0565369622193247,-0.0397092050187893,0.107739176039395,0.0757196027348618,0.0518778684918834,0.0844873751730119,Female,31,Yes,Yes,Employed,Suburban,Master,1672207200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,d672d70e-9c1f-4fac-9394-6c4e651b225c,churn,0.24629897,1,churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Male,33,No,Yes,Unemployed,Suburban,High School or Below,1672207200
27,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,56314f50-343a-43ec-b08f-71fd987ae13a,no_churn,0.059392035,0,no_churn,-0.0687852149084938,-0.0029641176802579,-0.0052392588537622,-0.0253106737510097,0.0170198271054323,-0.0692818458618421,-0.0414518314478482,-0.0630130372849089,Female,26,No,Yes,Unemployed,Suburban,Bachelor,1672207200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fe7886d1-c3eb-4120-84c4-823e1d31cff0,churn,0.91156226,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,42,No,Yes,Unemployed,Rural,High School or Below,1672207200
67,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,c7b27b62-d930-4bb4-8e88-f0b73bdd3cbb,no_churn,0.07085788,0,no_churn,-0.0895815219770429,-0.0021376539581615,0.0236126905862511,0.0263888745228723,-0.143299230505399,-0.12163707046424,0.0364901908075444,0.0511375663478611,Male,69,No,Yes,Employed,Suburban,Doctor,1672207200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f5025f91-a0f0-47e1-a516-ac2d6944e549,no_churn,0.18029542,0,no_churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Female,41,Yes,No,Employed,Urban,Bachelor,1672207200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,be938255-64a1-41cc-8465-74b650e71d6c,no_churn,0.7777511,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,25,No,Yes,Employed,Urban,College,1672207200
67,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,af593d90-95d7-4dba-acf7-c591e18224c4,churn,0.07085788,0,no_churn,-0.0895815219770429,-0.0021376539581615,0.0236126905862511,0.0263888745228723,-0.143299230505399,-0.12163707046424,0.0364901908075444,0.0511375663478611,Male,61,Yes,No,Employed,Suburban,Bachelor,1672207200
4,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,be8ce87c-0c33-4d27-8b01-3938bbfa3441,no_churn,0.25486955,0,no_churn,0.104052055392642,-0.0416851630141536,-0.056096243507618,0.003982019220266,0.0874940412837577,0.121773126026069,0.0942915051213458,0.0846625070203299,Female,20,No,Yes,Employed,Urban,College,1672207200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,343810e0-447c-4df7-a6e1-313145cfe5ae,no_churn,0.0211322329999999,0,no_churn,-0.081748721356671,-0.0036519549769946,0.0036583166259697,-0.0666640515708331,-0.0392655039694545,-0.126837803521184,0.0177309694573114,0.0277525961130368,Male,56,Yes,No,Employed,Suburban,College,1672207200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cce7570a-6bc7-48eb-8add-cd36d43e0ecf,churn,0.47687852,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,36,No,No,Employed,Suburban,Bachelor,1672207200
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e66b6fcb-36e8-497b-9ad1-2e7e4ca70b71,churn,0.6771252,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,76,No,No,Employed,Suburban,High School or Below,1672207200
20,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,04d6384d-dfee-455a-800c-b6839685bf88,no_churn,0.06827418,0,no_churn,-0.0768321443469449,-0.0061500615389377,-0.0338184803820786,-0.0657643370983078,-0.0024462181011494,0.0433240992699484,-0.0620692724126729,-0.0652697374775198,Male,45,No,Yes,Employed,Rural,College,1672207200
67,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,31f3b732-b4a8-491d-87d0-f63b8ee7b367,churn,0.017333014,0,no_churn,-0.0778792250688457,-0.0010493181625133,0.0149140981154778,0.0220871936057665,-0.0329118418664074,-0.218436423580315,0.0486393655975007,0.0639433321212163,Female,28,No,Yes,Medical Leave,Rural,College,1672207200
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,03ef267e-f7bb-4f22-b169-0f01e15eb7ff,churn,0.7568834,1,churn,0.145752244288001,-0.0022370019746267,0.017900008130523,-0.0222656776006397,0.109668474727741,0.14939499354582,0.166963226460016,0.132464253655044,Male,35,No,No,Employed,Rural,High School or Below,1672207200
58,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,7b1101e7-2945-4447-84f8-da55a0c86c1a,churn,0.3134229,1,churn,-0.136324453590314,-0.0025195022046682,-0.0239648021389621,0.0455670054327129,-0.0117157558986764,-0.0269044843920346,0.0016733031075273,0.0476625388672255,Female,37,No,Yes,Unemployed,Urban,College,1672207200
12,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,ebde1ffa-9e88-4c2a-9947-fa138d27b637,no_churn,0.034962557,0,no_churn,0.134032372417641,0.0018562701178234,0.0144520656389522,0.0271855209443128,0.0589434644088123,0.0033601535559046,-0.0042256982394792,-0.0128344744977948,Female,51,No,Yes,Unemployed,Suburban,College,1672207200
29,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,7950698e-63d1-4c72-be8f-b6e2bae90ab9,no_churn,0.43196395,0,no_churn,-0.0616837166713457,-0.0040197084423289,-0.0428092455991009,0.115052384470227,-0.0427020619992845,0.0715274555547102,-0.0320117012773243,-0.0353478077000818,Male,77,No,No,Employed,Suburban,Bachelor,1672207200
13,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e1ef0245-8c19-411a-92d4-e0ce8a694a07,no_churn,0.7079699,0,no_churn,0.13213594284035,-0.003359075198532,0.0962286506398959,0.0145468248217184,0.115679886537964,0.156762842263524,0.0911588974607912,0.0978198852384957,Female,54,No,No,Employed,Suburban,Bachelor,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,d421cd2a-0db7-483b-8fa4-57fc99dd3e3c,churn,0.4229476,1,churn,-0.122147812180792,-0.0020683227598965,0.0081387134622946,0.0231307682662463,-0.109414564788021,-0.132098398152157,0.0141244194993942,0.0513090427437418,Male,39,No,No,Employed,Suburban,High School or Below,1672207200
52,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,8f524e5b-0bb8-483a-9d40-1f60a9c32f29,no_churn,0.020891648,0,no_churn,-0.061914255860629,-0.0013152553328473,-0.0562382989409343,-0.0393915821852169,0.0574463828096304,-0.204852515923731,0.0550710900317244,0.055501615725243,Female,71,Yes,Yes,Unemployed,Suburban,Master,1672207200
9,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,c96215dd-4bbd-4096-bb9c-bf31d8bde46f,no_churn,0.22170708,0,no_churn,-0.0203711829455733,-0.0044706554972799,0.0049437374095805,0.0418260008010383,-0.0299590490459058,-0.185802780206823,-0.0249771820917067,-0.0502150391470559,Male,20,No,Yes,Employed,Suburban,Doctor,1672207200
47,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,d253dda8-969c-433e-8d2e-e0f09fa0a629,no_churn,0.27906373,0,no_churn,-0.127163295083119,-0.0036191595335913,-0.0344818276448131,0.030318842228844,-0.0907619610716392,-0.0885322933956195,0.00695838192074,0.0382551598264035,Female,21,Yes,No,Employed,Suburban,College,1672207200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,433a8e62-e9ac-4d8c-9aea-926d65479739,churn,0.5667664,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,24,No,Yes,Employed,Suburban,Master,1672207200
2,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,05ae18dd-8e3f-4bde-9742-a0e4eefa521d,no_churn,0.610051,0,no_churn,0.0843629750277978,-0.0083829449639688,0.0078669271468606,-0.12208352796295,-0.0379065500218712,0.086480830091732,-0.0656835105993741,-0.0788946376374769,Male,52,No,No,Employed,Suburban,Bachelor,1672207200
26,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,7258f9c6-3e41-4ed9-b4fb-4a4babec8c0d,no_churn,0.029410306,0,no_churn,-0.0784082572463921,-0.0028801380857657,-0.0059322088463886,-0.0208014040748094,0.0159688858556546,-0.0639591384693631,-0.0388270533796276,-0.0641868386158057,Female,20,Yes,No,Unemployed,Rural,College,1672207200
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,fb670e11-2c8e-4fe6-9692-1a1b8fc55586,no_churn,0.26362348,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Female,79,No,No,Employed,Suburban,Bachelor,1672207200
26,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,0c6f1bc7-bfcd-441c-9f2e-27bca3fbd6bf,no_churn,0.029410306,0,no_churn,-0.0784082572463921,-0.0028801380857657,-0.0059322088463886,-0.0208014040748094,0.0159688858556546,-0.0639591384693631,-0.0388270533796276,-0.0641868386158057,Male,31,Yes,Yes,Employed,Rural,Bachelor,1672207200
12,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,169c4732-7931-4c5f-b0e6-b67dcabc2aaa,no_churn,0.1967319,0,no_churn,-0.0307940858253232,0.0184368641004402,-0.0307903239676716,-0.0186785752590822,-0.0107325975306594,0.0274878220998562,-0.0288563911686196,-0.0450988627499236,Male,39,No,No,Employed,Urban,Bachelor,1672207200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ad822768-cece-475d-83a9-0778b72bbc0b,churn,0.31449354,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,50,No,Yes,Unemployed,Urban,College,1672207200
67,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,da06ce42-3107-4eee-bade-6e09831cdb24,churn,0.07085788,0,no_churn,-0.0895815219770429,-0.0021376539581615,0.0236126905862511,0.0263888745228723,-0.143299230505399,-0.12163707046424,0.0364901908075444,0.0511375663478611,Male,49,No,Yes,Disabled,Urban,Master,1672207200
70,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,0483d89a-c143-4255-967a-41b0abc69429,no_churn,0.18517841,0,no_churn,-0.0900124439559658,-0.0025898492997293,-0.0036690582000665,0.0147795964014767,-0.0148079335813417,-0.117219999115587,0.0574866486457085,0.0516735572273682,Female,49,No,No,Employed,Urban,College,1672207200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,4cb32b62-4599-43d6-9d90-ceccf8dddb80,no_churn,0.008456323,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Male,41,No,No,Employed,Suburban,College,1672207200
52,Yes,No,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,08d6678d-9b67-4e13-8610-d19e78bc31bb,no_churn,0.13527949,0,no_churn,-0.0225889620587076,0.0016972703744249,0.0431921100706676,0.0943493854054577,0.123481301095635,-0.0253969156842322,0.0850990947984609,0.111140569319832,Male,64,No,Yes,Employed,Suburban,Bachelor,1672207200
21,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,d06c3e67-1f55-4c9d-8416-18cdf51fab27,no_churn,0.023696464,0,no_churn,-0.0231532464425436,0.0472702726097668,0.0075025446561267,0.0038107005547863,0.0180664495039854,-0.135515940160421,-0.0284015043366343,-0.0331054266508181,Female,46,Yes,Yes,Unemployed,Suburban,College,1672207200
27,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,1a7f7706-4ea6-408e-b194-289e8f1aba97,no_churn,0.059392035,0,no_churn,-0.0687852149084938,-0.0029641176802579,-0.0052392588537622,-0.0253106737510097,0.0170198271054323,-0.0692818458618421,-0.0414518314478482,-0.0630130372849089,Male,27,No,Yes,Employed,Suburban,Bachelor,1672207200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,2c03a715-6507-46b7-a3f8-f8f4fc81df8f,no_churn,0.008456323,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,79,No,Yes,Employed,Suburban,High School or Below,1672207200
8,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8914dd30-a557-4a4d-8f5d-14838ad2bcf6,no_churn,0.21892697,0,no_churn,0.0398306656339536,-0.0138635774697422,0.0311376291248734,-0.021994096298481,-0.0074790641692061,0.0559435974001871,-0.0466439870568592,-0.0399573166473828,Male,44,Yes,Yes,Employed,Suburban,Bachelor,1672207200
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5ac1a54-9fb1-4bc5-a3f7-b970cb6dc95f,no_churn,0.745826,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,23,No,Yes,Disabled,Rural,High School or Below,1672207200
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,fc13ab06-e3c9-4d4a-9a90-25eaa832cb29,no_churn,0.09363546,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Female,33,No,No,Employed,Suburban,High School or Below,1672207200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,5fb2f3fa-e90b-40de-8b59-81be2e75202a,no_churn,0.022674112,0,no_churn,-0.0952187918262825,-0.0025371630636982,0.0012258705843578,-0.0235047366859362,-0.0368149541411366,-0.15792517235026,0.0226165827562999,0.0231322120597042,Male,44,No,No,Employed,Rural,Bachelor,1672207200
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,866ceaee-e3a4-4dde-bb94-e51098f6d582,churn,0.54315597,1,churn,-0.0899472388734784,-0.0028897022199271,0.0601286459145467,0.11292714846908,0.0053760809149753,0.093744560875325,-0.0090210859208855,-0.0483844746139675,Female,77,Yes,No,Disabled,Rural,Bachelor,1672207200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c0d18f9c-1fdd-4c5d-9c08-8ec91f35aba5,churn,0.24629897,1,churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Male,80,No,Yes,Employed,Suburban,College,1672207200
47,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,65cd4999-34bc-4463-8808-2741d573ae1e,no_churn,0.27906373,0,no_churn,-0.127163295083119,-0.0036191595335913,-0.0344818276448131,0.030318842228844,-0.0907619610716392,-0.0885322933956195,0.00695838192074,0.0382551598264035,Female,58,No,No,Employed,Suburban,High School or Below,1672207200
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,bc7b5632-f0e9-4be9-a489-782379c29258,churn,0.041772917,0,no_churn,-0.128763544728117,-0.0022560216408419,0.0076671420250204,-0.0503770027835889,0.0127368850365564,-0.206142798531819,0.0494721643661068,0.0586370239284951,Female,56,Yes,Yes,Employed,Rural,College,1672207200
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,f303ba61-373c-4b42-a0f8-ff58375dbb7b,no_churn,0.017115526,0,no_churn,-0.14927915407834,-0.0024639256440605,0.0020646726551058,-0.0132132619993717,0.0190942965259455,-0.218137372339242,0.0409208080728967,0.0519877837349122,Male,55,No,No,Employed,Suburban,High School or Below,1672207200
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,be00a9a4-0f41-4cc2-adce-e8883e65c576,churn,0.65543413,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,42,Yes,Yes,Employed,Suburban,Bachelor,1672207200
46,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a018dbcb-b4cc-451f-a0b3-92d1449ab69c,no_churn,0.010293099,0,no_churn,-0.0583467850041415,-0.004929802214192,-0.0103329812954871,-0.0168799919862431,-0.0013547963759992,-0.100685356666781,-0.0293200311792315,-0.0471764079625427,Male,20,No,No,Employed,Suburban,College,1672207200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2df7bf0e-25e6-43e0-9e6b-6aa2b4ff7e31,churn,0.59297585,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,78,No,Yes,Employed,Suburban,College,1672207200
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,9bafdc5a-46a7-40a6-b4e6-59a8016e3028,churn,0.041772917,0,no_churn,-0.128763544728117,-0.0022560216408419,0.0076671420250204,-0.0503770027835889,0.0127368850365564,-0.206142798531819,0.0494721643661068,0.0586370239284951,Female,32,Yes,No,Employed,Suburban,Bachelor,1672207200
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e27226e1-4441-4bee-836d-e8744d7fa470,churn,0.65543413,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,26,No,Yes,Employed,Urban,College,1672207200
60,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,9a795a1f-5795-415d-8faa-275eca2f1a70,no_churn,0.057575718,0,no_churn,-0.0461246181592105,-0.0024307020903324,0.01539274952298,0.0196851508926556,0.0831490972952178,-0.0136965515018437,0.0639223496623799,0.0587906634870159,Male,45,No,Yes,Employed,Suburban,Bachelor,1672207200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c1122a2e-d5f1-446d-bc45-6569428dd946,no_churn,0.5778552,0,no_churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Male,77,No,Yes,Unemployed,Urban,Doctor,1672207200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,34093912-8e1f-47fa-af86-2e2e51203d7e,churn,0.7882749,1,churn,0.0634450350439055,-0.0022868122133149,-0.0214859046403762,-0.134733107427619,0.0487922694047028,0.12384238161023,0.103272865520485,0.119115215111342,Female,24,No,No,Medical Leave,Rural,College,1672207200
66,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,ed597ca7-3fcb-450b-9cdc-c002aeb3e1f2,no_churn,0.04694932,0,no_churn,0.0319723013161183,-0.00069091482379,0.0846791884407684,0.0845735278622942,0.0426543664333894,-0.0251694006358593,0.1221770980976,0.0607776880071651,Male,49,Yes,Yes,Employed,Suburban,College,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,41edf6df-2815-4e56-901c-b5c576b27db3,churn,0.76726085,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,26,No,No,Retired,Suburban,College,1672207200
32,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,d824279b-40fb-40ac-80e4-1bcdc5aa0d71,churn,0.4265803,1,churn,-0.0462347231114199,-0.0032647367311437,-0.0468867144381238,0.0761067001166566,-0.0145345652171727,0.0677113002435498,-0.0847929744541033,-0.0287971036195631,Female,43,No,No,Employed,Suburban,High School or Below,1672207200
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fc38a7e3-15c8-44e9-b587-2547777f1524,no_churn,0.16602091,0,no_churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Male,53,Yes,No,Unemployed,Suburban,College,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c1796f3d-b543-4afb-b6e6-00bb8ce6b790,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,35,No,No,Employed,Urban,High School or Below,1672207200
53,Yes,No,Medium Speed,In_Store_Support,One year,<80hrs,Active,b8ffb9d1-bb48-4f82-8449-f62124f21a28,no_churn,0.14658126,0,no_churn,-0.0290159689125175,-0.0060244972771033,0.0143788568153649,0.0149841141738443,-0.0479961383676163,-0.0109912167297443,0.0931681507345638,0.052470551884071,Male,58,Yes,No,Employed,Rural,High School or Below,1672207200
53,Yes,No,Medium Speed,In_Store_Support,One year,<80hrs,Active,fe88cc11-acea-43c1-97e2-2426b6a69f86,no_churn,0.14658126,0,no_churn,-0.0290159689125175,-0.0060244972771033,0.0143788568153649,0.0149841141738443,-0.0479961383676163,-0.0109912167297443,0.0931681507345638,0.052470551884071,Female,22,Yes,Yes,Employed,Suburban,Bachelor,1672207200
71,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,98e51e26-4042-4760-b1ec-d8035e756c0a,no_churn,0.003327712,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,71,Yes,Yes,Employed,Suburban,College,1672207200
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,3fbee826-e185-42cd-968e-41cf05a3a021,churn,0.77429426,1,churn,0.12859167292022,-0.0008396652898773,0.121351232768397,0.0724346217094125,0.094390313936492,0.134296933755359,0.0588514594437492,0.121897281305442,Male,49,No,No,Disabled,Suburban,Master,1672207200
54,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,537e2e13-d7b8-4412-8ceb-1f25c0092e36,no_churn,0.0177885539999999,0,no_churn,-0.0345883491198401,-0.0011056290127089,0.0140972491437059,0.0009628530652298,0.077346612448091,-0.134980716999489,-0.003175562796714,0.077417392818279,Female,47,No,No,Employed,Suburban,College,1672207200
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1f126186-f6dd-403e-93bc-fcd7a4aff9d7,churn,0.6441232,1,churn,0.0010883495671532,-0.0021554218725759,0.111315125524698,0.0889733803825038,0.048708339234472,0.122046073685851,0.0760291243999563,0.0516325885951846,Male,69,No,No,Employed,Suburban,Bachelor,1672207200
12,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6c96062d-66bd-4183-bb65-4184d9d0cc4f,no_churn,0.1967319,0,no_churn,-0.0307940858253232,0.0184368641004402,-0.0307903239676716,-0.0186785752590822,-0.0107325975306594,0.0274878220998562,-0.0288563911686196,-0.0450988627499236,Male,75,No,Yes,Employed,Suburban,Master,1672207200
25,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,27b45d45-08fd-496f-8344-e5421ef690dd,no_churn,0.010328865,0,no_churn,-0.009759659024221,-0.0049870019770423,-0.0340639015921442,-0.0302760024227063,-0.001884815454814,-0.113654599611218,-0.0327919966208537,-0.041608176714235,Female,36,No,No,Employed,Suburban,Bachelor,1672207200
14,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b6b781b8-b4b6-46f2-8c6f-fb2fe7e55b20,no_churn,0.114927866,0,no_churn,-0.0295150177738287,-0.0187355325568205,-0.0845621480371846,-0.052174699141924,-0.004622744157823,0.0567484422038251,-0.0469841410711342,-0.0723469759761428,Female,62,Yes,Yes,Unemployed,Urban,Bachelor,1672207200
52,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,3e608c49-a90d-447d-a3df-90220d92b2dc,no_churn,0.020891648,0,no_churn,-0.061914255860629,-0.0013152553328473,-0.0562382989409343,-0.0393915821852169,0.0574463828096304,-0.204852515923731,0.0550710900317244,0.055501615725243,Female,46,No,No,Employed,Suburban,High School or Below,1672207200
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,310763c3-8516-48c5-9fff-42fe02b8bebc,no_churn,0.0073590055,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Female,42,No,No,Unemployed,Rural,High School or Below,1672207200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32275850-fc61-424f-a7c6-46695504db41,no_churn,0.4514167,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,69,Yes,Yes,Employed,Suburban,College,1672207200
66,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,66dfe6e2-c6c6-4955-be6e-12b2cb6ac3ed,no_churn,0.04694932,0,no_churn,0.0319723013161183,-0.00069091482379,0.0846791884407684,0.0845735278622942,0.0426543664333894,-0.0251694006358593,0.1221770980976,0.0607776880071651,Female,35,No,No,Employed,Rural,Bachelor,1672207200
59,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,3b8959f4-763f-4b14-9f30-0bb8e1dd5cff,no_churn,0.0281815879999999,0,no_churn,-0.0655076525597905,-0.004419293068895,0.0006149161653775,-0.0332735449774463,-0.0367191513089255,-0.0858727778226875,-0.0220459773068796,-0.0218026725441086,Female,63,Yes,Yes,Retired,Suburban,College,1672207200
52,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a615a1b8-bf60-4774-aaad-c3e40e1f30d6,no_churn,0.409866,1,churn,-0.125907988866202,-0.0016960192677288,-0.0565369622193247,-0.0397092050187893,0.107739176039395,0.0757196027348618,0.0518778684918834,0.0844873751730119,Male,28,Yes,Yes,Employed,Suburban,High School or Below,1672207200
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,b0aafebf-752e-45c6-9efd-b0adededd4b2,no_churn,0.30879426,0,no_churn,0.0323764155947992,-0.0043176258235325,-0.0755893983871465,-0.0291976448161494,-0.138898796487956,0.0751841141567456,0.083070586095655,0.0583461977332444,Female,26,Yes,Yes,Unemployed,Suburban,Bachelor,1672207200
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,71718bb4-321b-4379-82e4-eff7ee97104a,no_churn,0.0042347955,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Male,56,No,Yes,Employed,Suburban,High School or Below,1672207200
21,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,a6656e47-80b4-421e-b126-d6d4c1292f37,no_churn,0.023696464,0,no_churn,-0.0231532464425436,0.0472702726097668,0.0075025446561267,0.0038107005547863,0.0180664495039854,-0.135515940160421,-0.0284015043366343,-0.0331054266508181,Male,44,No,Yes,Employed,Suburban,High School or Below,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,77951995-83f6-4814-ae8e-7500aec02baf,no_churn,0.10526329,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Male,41,Yes,Yes,Unemployed,Urban,High School or Below,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e1a6ab0a-354a-4621-b025-349baf8bd405,churn,0.76726085,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,56,Yes,No,Employed,Urban,College,1672207200
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,90fea616-db9b-46c4-ba37-06eae0b98db5,churn,0.20097026,1,churn,0.0465159144765129,-0.0032220477603914,-0.0595240560494403,-0.0190666468155723,0.0158759865418505,0.0952036635692275,0.113610005479641,0.0615810346730904,Female,23,Yes,No,Employed,Suburban,High School or Below,1672207200
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac183dda-ee00-49b4-b3bd-e157763ed441,no_churn,0.13260646,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,53,Yes,Yes,Employed,Suburban,High School or Below,1672207200
65,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,c5793f1d-f75b-4167-bfdb-34d7f1429840,no_churn,0.12213581,0,no_churn,-0.104460180755377,-0.0011805609079965,-0.0268812485922899,-0.0014674075145194,0.016474677822789,-0.220724885979753,0.033657926569067,0.0455555275643746,Male,59,Yes,Yes,Employed,Suburban,College,1672207200
54,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,3be9fae2-8ecd-4d7e-9dfb-2717421e28ce,no_churn,0.0295344829999999,0,no_churn,-0.063194112140909,0.0164317199298057,0.0014166919533408,-0.0045885387924681,0.0260642222243041,-0.136080581424476,-0.0210483794815536,-0.0380271753114539,Female,40,No,Yes,Employed,Urban,Doctor,1672207200
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4d50eb5b-dfc6-4287-a7a1-8e05080035d9,churn,0.54315597,1,churn,-0.0899472388734784,-0.0028897022199271,0.0601286459145467,0.11292714846908,0.0053760809149753,0.093744560875325,-0.0090210859208855,-0.0483844746139675,Male,79,Yes,No,Unemployed,Suburban,Master,1672207200
15,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1b6422c2-d99b-4654-a205-6f1339ef9cde,no_churn,0.14925376,0,no_churn,0.0054609445309415,-0.0144411675364244,-0.0914129447473351,-0.0292302922862472,-0.116748390891498,0.0560744399052964,-0.0171824161865606,-0.0423796559715083,Male,56,No,Yes,Employed,Suburban,Bachelor,1672207200
61,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,cfd4ac0d-705d-4be8-bf53-34b70f364375,no_churn,0.06294377,0,no_churn,-0.210913120485793,-0.0046205959667531,-0.0178492640932563,-0.0925563446070464,0.0029534631683782,0.037727049416917,0.0112107447820562,0.0250219152573299,Male,80,No,No,Employed,Rural,Bachelor,1672207200
69,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,a9b37a6f-272d-473e-9348-086eeb9d6c0b,no_churn,0.007489724,0,no_churn,-0.0576186361545842,-0.0034522538298006,0.003754260429423,-0.0311706272638366,0.0002212899631649,-0.124990667535826,-0.0222585373420497,-0.0335109806184846,Male,62,Yes,No,Employed,Suburban,Bachelor,1672207200
71,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,0b2f46b4-0944-43c8-a10b-3afa715d6606,no_churn,0.06478031,0,no_churn,-0.132885863467991,-0.0031096199639796,-0.0576793728091797,-0.0067079798360191,0.0187498149837301,-0.167304736737515,0.0429914827079483,0.0519201229798636,Male,23,Yes,No,Employed,Rural,College,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,c7565861-6cf1-4aba-8063-de1469836fc4,churn,0.4229476,1,churn,-0.122147812180792,-0.0020683227598965,0.0081387134622946,0.0231307682662463,-0.109414564788021,-0.132098398152157,0.0141244194993942,0.0513090427437418,Male,47,No,Yes,Employed,Suburban,High School or Below,1672207200
68,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,8f5f7f4b-12fb-4252-8345-d89b4f632a0d,no_churn,0.008874001,0,no_churn,-0.0614203654643461,-0.0037060325556376,-0.0143773516941837,-0.0182693018839381,-0.000219495494839,-0.11634013835197,-0.0249788759849616,-0.0297145911534426,Female,35,Yes,No,Employed,Suburban,High School or Below,1672207200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec0694cc-a16f-4d08-af19-391c5c9d273b,churn,0.5667664,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,57,Yes,Yes,Employed,Suburban,High School or Below,1672207200
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,c1bab37c-39d4-489d-8694-05b3e3391b77,no_churn,0.0042347955,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Male,60,Yes,Yes,Employed,Suburban,Master,1672207200
41,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,f22964fa-ce18-4811-940b-659ff2b34344,no_churn,0.009074805,0,no_churn,-0.0364105574666882,-0.0042869672428423,-0.0112746323715418,-0.0508999528913591,-0.0284963201020127,-0.106189892590173,-0.01292939854623,-0.0185384319079548,Male,32,No,Yes,Employed,Suburban,Bachelor,1672207200
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d8b4f518-9ade-4827-b17a-40b99f19460a,churn,0.7675003,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,60,No,No,Employed,Rural,Bachelor,1672207200
66,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,770863fc-8b8d-46ca-a8d1-d34b0e779712,no_churn,0.04694932,0,no_churn,0.0319723013161183,-0.00069091482379,0.0846791884407684,0.0845735278622942,0.0426543664333894,-0.0251694006358593,0.1221770980976,0.0607776880071651,Male,62,No,No,Unemployed,Urban,High School or Below,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5c07c1d5-014b-4143-b80a-c1cd256c03f9,churn,0.76726085,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,50,Yes,No,Unemployed,Suburban,High School or Below,1672207200
54,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,a3e99919-37ea-4c26-a0ee-488cd5ef2c1c,no_churn,0.0113696819999999,0,no_churn,-0.0675610844274615,-0.0038120283816897,-0.017649483725745,-0.0233704794859113,-0.0275374195035692,-0.0949595966146262,-0.0161878938527479,-0.0179481658173062,Female,59,No,No,Employed,Suburban,Bachelor,1672207200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,898e47d4-1afd-465b-a11b-28637b83d4af,no_churn,0.07436483,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,72,No,Yes,Unemployed,Suburban,College,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,60d8ea27-24bd-4f59-a6e3-b601e74fdf51,no_churn,0.10526329,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Male,47,No,No,Employed,Rural,Bachelor,1672207200
44,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,331bb197-18e6-43ca-b215-fe34fb8ac5f5,no_churn,0.33901843,0,no_churn,-0.22838991586681,-0.0067481785988093,-0.0003773216862828,-0.0738797214388796,0.0465972963344029,0.0107502732618922,-0.007629346590711,0.005650764130587,Female,58,No,No,Employed,Suburban,Bachelor,1672207200
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,44bef528-c4b0-4f1f-bcde-da15e0a76e4a,no_churn,0.2203199,0,no_churn,-0.114245059313535,-0.0019059375395954,0.0116550494824969,-0.0501941573841668,-0.0407077575657149,-0.0905042766877159,0.0049551735745899,0.0119208125984187,Female,34,No,No,Employed,Suburban,Bachelor,1672207200
70,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,8c46173a-4623-4218-bd70-dcb6ffe924b9,no_churn,0.017194306,0,no_churn,-0.0627203688890495,-0.0023117426976295,-0.032582185286501,-0.0214763760331425,-0.0363748645657324,-0.146689960178419,0.0073319496686781,0.0257973946826223,Male,27,No,No,Employed,Suburban,Doctor,1672207200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5cce60c5-77c3-49ef-8c6b-cbd91b67d7db,no_churn,0.18029542,0,no_churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,26,No,No,Employed,Rural,High School or Below,1672207200
40,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,0b25e931-963d-4525-88d9-e9523a62af60,churn,0.16653563,1,churn,0.0250918967779216,0.112799444233906,0.0395483693729966,0.0180848622543726,0.0180171376730231,-0.17177859916821,0.005851376704827,-0.0066406373802101,Female,48,No,No,Unemployed,Rural,High School or Below,1672207200
3,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,859dc4d8-93ec-42b3-80a1-fb5d496bf885,no_churn,0.38492683,0,no_churn,0.117189913605155,-0.0068580273731276,0.0143552925438234,-0.144648401127342,0.0368217257359174,0.0993939368973678,-0.0470795709900903,-0.0610532779300228,Female,32,Yes,Yes,Employed,Urban,High School or Below,1672207200
14,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,38682a7a-30bf-4ced-87fd-7dce6d2bc75d,no_churn,0.015647255,0,no_churn,-0.0316896404651743,-0.0049371315162352,-0.0121326116463933,-0.0512088649196175,-0.0296169157859003,-0.100054659893831,-0.0175100773280064,-0.0218762497352781,Male,61,No,Yes,Employed,Suburban,Bachelor,1672207200
5,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2298d37c-7369-42f6-a05b-d3fe60bca165,no_churn,0.25149986,0,no_churn,0.122930238099871,-0.0119534655508141,0.0379406842708158,-0.0360809053324192,-0.11174873186782,0.0798127196520818,-0.0238674919113327,-0.0111068131946376,Female,60,No,No,Employed,Suburban,High School or Below,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,b1575e2d-37e3-4d26-985b-6b30ecd50865,no_churn,0.10526329,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Male,52,No,No,Medical Leave,Urban,Bachelor,1672207200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,488a90aa-f987-4108-8019-3607203c94a6,churn,0.24629897,1,churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Male,60,No,Yes,Employed,Suburban,High School or Below,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,c4e93e16-2974-4d2b-b3a6-2c9f076be9e5,churn,0.4229476,1,churn,-0.122147812180792,-0.0020683227598965,0.0081387134622946,0.0231307682662463,-0.109414564788021,-0.132098398152157,0.0141244194993942,0.0513090427437418,Male,56,No,No,Employed,Suburban,Bachelor,1672207200
12,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,23ef9848-9738-4cfa-954b-ddcd71d518e1,no_churn,0.1967319,0,no_churn,-0.0307940858253232,0.0184368641004402,-0.0307903239676716,-0.0186785752590822,-0.0107325975306594,0.0274878220998562,-0.0288563911686196,-0.0450988627499236,Female,66,No,No,Employed,Rural,Master,1672207200
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,3b3510d7-8f72-4c37-a9df-12524128e13e,churn,0.7568834,1,churn,0.145752244288001,-0.0022370019746267,0.017900008130523,-0.0222656776006397,0.109668474727741,0.14939499354582,0.166963226460016,0.132464253655044,Male,62,No,No,Employed,Suburban,Master,1672207200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5666b407-22bb-42cc-a1ae-5c660377000a,no_churn,0.5921672,0,no_churn,0.0819347281248065,-0.0024540577890729,-0.017060349552521,-0.031410497879151,0.0898607142214768,0.125164236439432,0.106230964431597,0.127458113870998,Male,50,No,Yes,Employed,Rural,College,1672207200
25,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,336b89e4-fc76-43bf-b6c5-0f2183869a37,no_churn,0.0318708979999999,0,no_churn,-0.0526500198146277,-0.0116528648947132,-0.0447231396911774,-0.0885652128606307,0.008013411087013,0.0404482224421735,-0.0543408630601152,-0.0655556836932373,Female,56,Yes,No,Employed,Suburban,College,1672207200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aea7ff8f-d98c-4478-859c-03b1dced9d00,no_churn,0.07436483,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,78,No,Yes,Employed,Suburban,College,1672207200
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,04b7002d-aec3-4d38-8cb7-510ea45c9c4d,no_churn,0.0042347955,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Male,58,Yes,No,Employed,Suburban,Bachelor,1672207200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,5ce7aa43-2022-4749-997d-61c725f89871,no_churn,0.25491273,0,no_churn,0.146120913264258,-0.0034614399537167,-0.0468237130829948,-0.0232440713335199,0.129934240878347,0.133821092792095,0.157758887758519,0.129415560617499,Female,20,No,Yes,Employed,Suburban,Bachelor,1672207200
38,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,30a24427-09ba-48ca-bc60-55ac3a2a0e22,no_churn,0.008692689,0,no_churn,-0.0191777163919505,-0.0037107798468059,0.0019980066744938,-0.0705883128343157,0.0140742054722068,-0.125871295503348,-0.0250449760949413,-0.0407052847685918,Female,53,No,No,Employed,Rural,College,1672207200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,e5764418-304d-4160-a356-8715e3c36fde,no_churn,0.0211322329999999,0,no_churn,-0.081748721356671,-0.0036519549769946,0.0036583166259697,-0.0666640515708331,-0.0392655039694545,-0.126837803521184,0.0177309694573114,0.0277525961130368,Male,43,Yes,Yes,Employed,Suburban,High School or Below,1672207200
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,07fe5357-6a52-40c7-a471-2dedf97536cc,churn,0.16176666,1,churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,76,No,Yes,Employed,Urban,College,1672207200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,88a0829b-bff6-464c-ac87-80adbf480cdc,no_churn,0.022674112,0,no_churn,-0.0952187918262825,-0.0025371630636982,0.0012258705843578,-0.0235047366859362,-0.0368149541411366,-0.15792517235026,0.0226165827562999,0.0231322120597042,Male,71,No,Yes,Unemployed,Suburban,High School or Below,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,6e6ca270-9d2d-4a4b-a4a6-84abc13f4272,no_churn,0.10526329,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Female,56,No,No,Employed,Suburban,Bachelor,1672207200
68,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,510d5003-beac-469a-b7c7-5976559f10ed,no_churn,0.0363765,0,no_churn,-0.0509710172513041,-0.0026232754812554,-0.0091473007691456,0.0019732237422522,-0.0042267115866707,-0.161680506029688,-0.0185036227236832,-0.0238469391617854,Male,66,No,Yes,Disabled,Urban,Bachelor,1672207200
70,No,No phone service,Low Speed,In_Store_Support,Two year,<50hrs,Active,fb3099b4-f98e-41f9-8a4a-8c3241a7fede,no_churn,0.023998486,0,no_churn,-0.0827813324929138,-0.0057890003841293,-0.0189450396165921,-0.0230735484649403,-0.0364742428359204,-0.137540787379685,0.0122156362747409,0.0233621623558838,Female,25,Yes,Yes,Unemployed,Rural,College,1672207200
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e7cffdd1-232d-4f5d-ac19-3ebd9d809528,no_churn,0.12593117,0,no_churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Female,66,Yes,No,Employed,Suburban,College,1672207200
54,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,4813b204-d4a6-4926-8aee-1a29ac98a15e,no_churn,0.0295344829999999,0,no_churn,-0.063194112140909,0.0164317199298057,0.0014166919533408,-0.0045885387924681,0.0260642222243041,-0.136080581424476,-0.0210483794815536,-0.0380271753114539,Male,34,No,Yes,Unemployed,Rural,Bachelor,1672207200
67,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,c4ae5daa-06fa-4ea1-9094-c5052c07ef62,no_churn,0.19526643,0,no_churn,-0.0992757089119277,-0.0025586138642029,-0.0381881425690699,-0.0238816013255746,0.0248165750040789,-0.137118295479086,0.0446751661924099,0.0525044710208749,Male,24,No,Yes,Employed,Suburban,High School or Below,1672207200
28,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,17a8c9c7-6697-4641-9bbd-47091ceb6301,no_churn,0.27323,0,no_churn,-0.0281519703803769,-0.0015962720287643,-0.0487236838635999,-0.124020709978395,0.0752874338856054,-0.169644777608473,0.075393604471501,0.0824302227395674,Male,33,No,Yes,Employed,Suburban,College,1672207200
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2905abe3-c835-46ab-989d-284f675ddec8,no_churn,0.21610983,0,no_churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Female,65,Yes,No,Employed,Urban,High School or Below,1672207200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,5044bdc0-9a96-4540-9cd8-f844f394f0db,no_churn,0.022674112,0,no_churn,-0.0952187918262825,-0.0025371630636982,0.0012258705843578,-0.0235047366859362,-0.0368149541411366,-0.15792517235026,0.0226165827562999,0.0231322120597042,Female,55,No,Yes,Employed,Suburban,Master,1672207200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a9bc086d-9520-42e1-9793-1be5fd7a12aa,churn,0.24629897,1,churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Female,21,Yes,No,Retired,Suburban,Bachelor,1672207200
12,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,9681c9db-ed57-4bf2-b37d-c88691960a2b,no_churn,0.034962557,0,no_churn,0.134032372417641,0.0018562701178234,0.0144520656389522,0.0271855209443128,0.0589434644088123,0.0033601535559046,-0.0042256982394792,-0.0128344744977948,Male,35,Yes,Yes,Employed,Suburban,Doctor,1672207200
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,84120f6e-44b5-4d0e-a441-97c937d0412b,no_churn,0.745826,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,54,No,No,Unemployed,Suburban,High School or Below,1672207200
44,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b0874dc7-555b-4be4-b5b4-9f7679ea75c0,no_churn,0.28790596,0,no_churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Male,47,Yes,No,Employed,Urban,Bachelor,1672207200
54,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ac508cfb-479f-4ae6-a3b4-1781664cf47b,no_churn,0.24566555,0,no_churn,-0.176573114722992,-0.0123138843005108,-0.026297465971229,0.006416076760006,-0.0129061579399513,0.0364387956411337,-0.0373230880742585,-0.0444673117320053,Female,37,No,Yes,Disabled,Suburban,Bachelor,1672207200
59,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,511782c4-7382-42f4-9ee4-f7b43ebe9e43,no_churn,0.0281815879999999,0,no_churn,-0.0655076525597905,-0.004419293068895,0.0006149161653775,-0.0332735449774463,-0.0367191513089255,-0.0858727778226875,-0.0220459773068796,-0.0218026725441086,Female,39,Yes,No,Unemployed,Urban,High School or Below,1672207200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,54a5893e-f031-4ce6-a504-14886c5069c7,no_churn,0.5921672,0,no_churn,0.0819347281248065,-0.0024540577890729,-0.017060349552521,-0.031410497879151,0.0898607142214768,0.125164236439432,0.106230964431597,0.127458113870998,Female,45,No,Yes,Employed,Suburban,High School or Below,1672207200
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,82f63e0f-45b4-46cb-9473-82b097f0fcf2,no_churn,0.30879426,0,no_churn,0.0323764155947992,-0.0043176258235325,-0.0755893983871465,-0.0291976448161494,-0.138898796487956,0.0751841141567456,0.083070586095655,0.0583461977332444,Male,30,No,No,Employed,Suburban,College,1672207200
66,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,625b1e0f-9944-4f7f-af3f-d76211c6b35a,no_churn,0.04694932,0,no_churn,0.0319723013161183,-0.00069091482379,0.0846791884407684,0.0845735278622942,0.0426543664333894,-0.0251694006358593,0.1221770980976,0.0607776880071651,Male,39,No,Yes,Employed,Rural,High School or Below,1672207200
2,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,86812f4f-c6a9-4ec6-81ed-cd868e3ab4b2,no_churn,0.610051,0,no_churn,0.0843629750277978,-0.0083829449639688,0.0078669271468606,-0.12208352796295,-0.0379065500218712,0.086480830091732,-0.0656835105993741,-0.0788946376374769,Female,52,No,No,Retired,Suburban,Bachelor,1672207200
52,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,c28eab62-7d78-474c-8284-0bb1ddc8e287,no_churn,0.020891648,0,no_churn,-0.061914255860629,-0.0013152553328473,-0.0562382989409343,-0.0393915821852169,0.0574463828096304,-0.204852515923731,0.0550710900317244,0.055501615725243,Male,21,No,Yes,Employed,Rural,Bachelor,1672207200
60,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,24e0d3f6-0671-41d4-82d6-9a1c4fcd0ce0,no_churn,0.057575718,0,no_churn,-0.0461246181592105,-0.0024307020903324,0.01539274952298,0.0196851508926556,0.0831490972952178,-0.0136965515018437,0.0639223496623799,0.0587906634870159,Female,48,Yes,Yes,Employed,Urban,College,1672207200
68,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,cc344cd3-cba1-4ce7-b4e5-5386815eb175,no_churn,0.008874001,0,no_churn,-0.0614203654643461,-0.0037060325556376,-0.0143773516941837,-0.0182693018839381,-0.000219495494839,-0.11634013835197,-0.0249788759849616,-0.0297145911534426,Female,66,Yes,No,Unemployed,Suburban,High School or Below,1672207200
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4dfad4f1-7e62-43b9-a1fd-569625df854d,no_churn,0.4613257,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Female,69,No,Yes,Employed,Rural,Master,1672207200
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,58d13d6f-5330-4dd0-9b22-c854935d694e,no_churn,0.10706878,0,no_churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Male,51,No,No,Disabled,Suburban,Bachelor,1672207200
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4abc5f40-001d-43f9-9b89-142fcbad22c9,no_churn,0.5131615,0,no_churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Male,32,No,Yes,Unemployed,Suburban,High School or Below,1672207200
49,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,b5dd208a-bbc5-4a3e-8674-074f1a675939,no_churn,0.007467059,0,no_churn,-0.051065046410531,-0.0048484186375389,-0.0233448963372575,-0.0173858518969427,0.0140313376058838,-0.110216115620933,-0.0241159755366425,-0.0520811865229006,Male,36,No,Yes,Employed,Rural,Bachelor,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,a6d6da75-e2dc-461d-8af5-91c9983b86fd,no_churn,0.10526329,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Female,64,No,No,Employed,Rural,Bachelor,1672207200
58,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,fe513e35-aefa-4907-af3a-d1946926ac4c,churn,0.3134229,1,churn,-0.136324453590314,-0.0025195022046682,-0.0239648021389621,0.0455670054327129,-0.0117157558986764,-0.0269044843920346,0.0016733031075273,0.0476625388672255,Male,70,No,Yes,Employed,Rural,College,1672207200
43,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Active,8e64de9f-ddbe-49de-a3be-d41f347e185a,no_churn,0.06273754,0,no_churn,0.0128105235938255,-0.0005170387561884,-0.0639125572596822,0.037098702792955,0.0918789123399074,-0.0983209983443703,0.0727429823956936,0.0791933256509037,Female,74,Yes,Yes,Unemployed,Urban,College,1672207200
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,99e2c153-fbaf-4f05-8ee5-bb5201d899ab,no_churn,0.30879426,0,no_churn,0.0323764155947992,-0.0043176258235325,-0.0755893983871465,-0.0291976448161494,-0.138898796487956,0.0751841141567456,0.083070586095655,0.0583461977332444,Male,78,No,No,Unemployed,Suburban,College,1672207200
71,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6dd151bb-f409-4289-bb3a-89b3fa734c82,no_churn,0.003327712,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,56,No,Yes,Employed,Suburban,High School or Below,1672207200
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c07a6b35-0936-402c-970d-690c01850a72,churn,0.15785368,1,churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Female,38,No,Yes,Retired,Suburban,Bachelor,1672207200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ce5fc9cc-ad84-4a74-8916-21081b3c2655,no_churn,0.07436483,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,45,Yes,No,Employed,Suburban,Bachelor,1672207200
24,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2b5093c3-5bac-4f86-a639-3f00599afb1e,no_churn,0.25466985,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Female,44,No,Yes,Employed,Suburban,High School or Below,1672207200
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,420ebf5a-0696-4425-839a-54cd353ac08d,churn,0.67484903,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,72,Yes,Yes,Unemployed,Suburban,College,1672207200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b705c176-3223-4a59-8196-3feceaebf306,no_churn,0.4514167,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,47,Yes,No,Employed,Suburban,Bachelor,1672207200
36,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,da9479ed-8cf4-4429-af2e-4aeb0a86406a,no_churn,0.32870468,0,no_churn,-0.183184365898183,-0.0054095368065918,-0.0874025572111213,-0.0680741670265615,0.0216831552282565,0.0470451877027244,0.0286437635214451,0.0386723688531765,Female,28,No,No,Unemployed,Suburban,College,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a1d76dc6-ec2b-451b-bb8c-6f2475219d73,churn,0.86904013,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,68,No,Yes,Unemployed,Rural,College,1672207200
3,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8bb94a6f-b420-4d7f-adb5-5cb27c8c37ae,no_churn,0.38492683,0,no_churn,0.117189913605155,-0.0068580273731276,0.0143552925438234,-0.144648401127342,0.0368217257359174,0.0993939368973678,-0.0470795709900903,-0.0610532779300228,Male,36,No,Yes,Medical Leave,Suburban,Bachelor,1672207200
12,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,1eaae2ca-a6df-43b2-963d-43b0e20f2d7f,no_churn,0.034962557,0,no_churn,0.134032372417641,0.0018562701178234,0.0144520656389522,0.0271855209443128,0.0589434644088123,0.0033601535559046,-0.0042256982394792,-0.0128344744977948,Male,72,No,Yes,Employed,Rural,College,1672207200
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,8dda6167-e87b-4767-bd4f-bfc197078716,no_churn,0.041772917,0,no_churn,-0.128763544728117,-0.0022560216408419,0.0076671420250204,-0.0503770027835889,0.0127368850365564,-0.206142798531819,0.0494721643661068,0.0586370239284951,Male,38,No,Yes,Employed,Urban,Bachelor,1672207200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,6bcad0ab-1470-4fbf-b427-8f40115de435,no_churn,0.022674112,0,no_churn,-0.0952187918262825,-0.0025371630636982,0.0012258705843578,-0.0235047366859362,-0.0368149541411366,-0.15792517235026,0.0226165827562999,0.0231322120597042,Female,77,No,No,Unemployed,Suburban,College,1672207200
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a794ec11-763d-4b39-8e7e-c3bb6483438d,churn,0.5667664,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,60,No,No,Medical Leave,Urban,College,1672207200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,4aed5668-4105-4806-a290-afe9eee39372,no_churn,0.022674112,0,no_churn,-0.0952187918262825,-0.0025371630636982,0.0012258705843578,-0.0235047366859362,-0.0368149541411366,-0.15792517235026,0.0226165827562999,0.0231322120597042,Male,79,No,Yes,Employed,Urban,College,1672207200
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5a1fc509-948b-48b1-a3e1-5392d044ce17,churn,0.69748783,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,56,Yes,Yes,Unemployed,Suburban,College,1672207200
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,611add20-08ea-44c3-92ec-578d76f1404c,no_churn,0.12593117,0,no_churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Female,67,No,No,Employed,Suburban,College,1672207200
52,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,f25e6406-24bb-4afd-9b9e-a0b89c2e1020,no_churn,0.020891648,0,no_churn,-0.061914255860629,-0.0013152553328473,-0.0562382989409343,-0.0393915821852169,0.0574463828096304,-0.204852515923731,0.0550710900317244,0.055501615725243,Male,20,No,Yes,Employed,Suburban,High School or Below,1672207200
64,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,7ca4d86e-c3b2-4a52-adf1-2884b005a100,no_churn,0.11161967,0,no_churn,-0.115665557361936,-0.0044653438618843,0.0008224334079932,-0.0083627988443004,-0.124769325145407,-0.0513727312204628,0.0321576491525092,0.0326295200125559,Female,52,Yes,Yes,Unemployed,Urban,Bachelor,1672207200
54,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e2026047-ef3c-4714-b0f5-f7afec49cca6,no_churn,0.24566555,0,no_churn,-0.176573114722992,-0.0123138843005108,-0.026297465971229,0.006416076760006,-0.0129061579399513,0.0364387956411337,-0.0373230880742585,-0.0444673117320053,Male,21,Yes,Yes,Employed,Suburban,High School or Below,1672207200
70,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,410d5e78-6651-4b10-a1df-a36659f2998b,no_churn,0.019845357,0,no_churn,-0.120137953458661,-0.0078240769646799,-0.0073745191344278,-0.0006641403203866,0.0341250557085368,-0.182333832323575,0.0394765810221724,0.0437067362826201,Male,43,No,No,Unemployed,Suburban,Bachelor,1672207200
19,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fdcd9557-40fd-4ef7-ab67-6e4fc5a128be,no_churn,0.21145315,0,no_churn,-0.0345459882214527,-0.0134163495596567,0.0128133010313649,-0.0860376488370275,0.0308364173072641,0.0541883374632288,-0.054115194997903,-0.0787490278886434,Female,44,No,Yes,Unemployed,Urban,Doctor,1672207200
42,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8fcd5f71-8fae-4a43-a044-5100278a73c4,churn,0.27454755,1,churn,0.182046788066273,-0.0003310347031219,0.0359801832818993,0.203345302081143,0.13419506465103,0.137895925012526,0.0069869098127855,0.0308547193543381,Male,36,Yes,Yes,Unemployed,Suburban,High School or Below,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,c622be48-306f-4c38-bf80-39067d7a9547,no_churn,0.10526329,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Male,67,No,No,Medical Leave,Suburban,Bachelor,1672207200
7,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca71fe96-caee-4aa4-90bb-8dd8df0a5032,churn,0.29894286,1,churn,-0.0231642770371718,0.0427849788503499,0.0098623977560782,-0.0266988711853446,-0.0698630898477586,0.0337343938808135,-0.0252861018307112,-0.0237289133756848,Male,70,Yes,No,Unemployed,Suburban,College,1672207200
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,d499d1d8-12f3-4b90-a6c7-8d843fc39dd9,churn,0.20097026,1,churn,0.0465159144765129,-0.0032220477603914,-0.0595240560494403,-0.0190666468155723,0.0158759865418505,0.0952036635692275,0.113610005479641,0.0615810346730904,Male,26,Yes,Yes,Medical Leave,Urban,College,1672207200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bb3fc128-702d-43af-a25b-d867d86056c0,churn,0.59297585,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,46,Yes,Yes,Unemployed,Suburban,Master,1672207200
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,58a775d4-2f7b-4f85-aa21-46546ee76971,churn,0.6514497,1,churn,-0.0274700466620652,-0.0028273791507308,-0.100454673506979,-0.023757175520036,0.0786110329065104,0.0719940993430736,-0.0690277151814234,0.0676199896279922,Male,28,Yes,Yes,Employed,Suburban,High School or Below,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d5719ae-22db-49fc-acf4-423f66040caf,churn,0.86904013,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,40,No,No,Employed,Urban,College,1672207200
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,677b60f8-1bfb-47a9-9ba9-4a3102838562,no_churn,0.5708355,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,31,No,No,Unemployed,Urban,Bachelor,1672207200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a8161c0a-3e16-4f20-9396-552ba763d184,churn,0.7853544,1,churn,0.0254800662138131,-0.0022148940392617,0.102443426711434,-0.0038946857798509,0.0316104208026172,0.114668699367739,0.0092654989978655,0.035589710465374,Female,39,No,No,Employed,Suburban,High School or Below,1672207200
60,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,bf717655-fc1f-4d47-8808-0c1cfdeab050,no_churn,0.057575718,0,no_churn,-0.0461246181592105,-0.0024307020903324,0.01539274952298,0.0196851508926556,0.0831490972952178,-0.0136965515018437,0.0639223496623799,0.0587906634870159,Female,42,No,No,Employed,Suburban,Bachelor,1672207200
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d25d5393-4a11-446c-bf0d-8c54a2a8f5c6,churn,0.60687107,1,churn,0.102516282007655,-0.0045641832204819,0.0199027771025066,-0.0147321386875592,0.0819065777757714,0.119982260856877,0.0586023526894041,0.0079562480588538,Female,77,Yes,No,Unemployed,Suburban,College,1672207200
14,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d5376927-6730-428f-b457-8e1b73f6927c,no_churn,0.114927866,0,no_churn,-0.0295150177738287,-0.0187355325568205,-0.0845621480371846,-0.052174699141924,-0.004622744157823,0.0567484422038251,-0.0469841410711342,-0.0723469759761428,Female,27,No,Yes,Unemployed,Suburban,College,1672207200
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b50cd36-4546-43bf-bc51-72ab2cd3d53c,no_churn,0.13260646,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,22,No,No,Employed,Suburban,High School or Below,1672207200
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bd34be32-6056-4df0-af51-45a70448d5f4,no_churn,0.22871503,0,no_churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Male,47,No,Yes,Retired,Urban,Bachelor,1672207200
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,8477076b-8e87-413f-b02c-ee6d5e6791be,churn,0.041772917,0,no_churn,-0.128763544728117,-0.0022560216408419,0.0076671420250204,-0.0503770027835889,0.0127368850365564,-0.206142798531819,0.0494721643661068,0.0586370239284951,Male,65,No,Yes,Employed,Suburban,Bachelor,1672207200
66,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,38739f21-cb36-423a-8924-8d30fab79d0c,no_churn,0.04694932,0,no_churn,0.0319723013161183,-0.00069091482379,0.0846791884407684,0.0845735278622942,0.0426543664333894,-0.0251694006358593,0.1221770980976,0.0607776880071651,Male,51,No,Yes,Employed,Suburban,Bachelor,1672207200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,83e72f68-e328-4f75-b9e7-3b915d5dae25,churn,0.008456323,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,65,No,Yes,Unemployed,Suburban,Bachelor,1672207200
15,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,d6bd7bb0-ef59-40ab-84bb-db193eb28c76,no_churn,0.2126605,0,no_churn,0.168758967930808,-0.011469311304063,0.027250818169432,-0.0095875484100361,-0.0336315511249085,0.103266925959197,0.102855239173387,0.0935303118378942,Female,29,Yes,Yes,Employed,Suburban,High School or Below,1672207200
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,a3783822-235f-478e-b55f-aeaaf434c4ec,churn,0.20097026,1,churn,0.0465159144765129,-0.0032220477603914,-0.0595240560494403,-0.0190666468155723,0.0158759865418505,0.0952036635692275,0.113610005479641,0.0615810346730904,Male,33,No,No,Unemployed,Suburban,Master,1672207200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5f936fb-9b83-4867-9ebb-815049f8f520,no_churn,0.29938555,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,71,No,Yes,Unemployed,Suburban,High School or Below,1672207200
49,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,ad7a40dc-61cd-4fc4-9c91-7b50a4c4882a,no_churn,0.03158587,0,no_churn,-0.0487549569737757,0.0231522231015515,-0.0016667195540458,-0.0224984550373574,-0.0389697622055678,-0.174713468274813,0.0436385000158588,0.030786485462263,Male,43,No,Yes,Retired,Urban,High School or Below,1672207200
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f0d7de8d-7cf6-4a3d-bb68-f37ac65cd3ad,no_churn,0.66118246,0,no_churn,-0.0785322365995762,-0.0045719854190065,-0.0348805200211245,-0.0845258663719141,-0.0196557087729161,0.0814355274586341,-0.0847503355563731,0.0231216370339461,Male,62,No,Yes,Medical Leave,Suburban,High School or Below,1672207200
60,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,724d997d-574b-433e-b2e5-b24902b6347b,no_churn,0.061839234,0,no_churn,-0.0477509007153094,-0.0039472033907441,-0.0145896689019446,-0.0547228099851781,-0.02426174406678,-0.0853202203253567,-0.0187667825652442,-0.0196668218960076,Female,21,No,No,Employed,Suburban,Bachelor,1672207200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a2723d98-77f6-4c41-8270-325ad72eb4ea,no_churn,0.25945672,0,no_churn,-0.27668371200497,-0.0038979956233197,0.0259639245665403,-0.0459265654923729,0.017261062279731,0.0329658542750257,-0.0202017859412444,0.0014930633725089,Male,34,No,Yes,Unemployed,Suburban,College,1672207200
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6fe7aa1f-9ccb-4a6a-aab3-cbb17f49d37a,churn,0.15785368,1,churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Female,60,No,No,Employed,Rural,College,1672207200
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f49d2628-91a1-43c3-9f0d-7a60aabf7dae,no_churn,0.26362348,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Female,35,Yes,Yes,Employed,Suburban,Bachelor,1672207200
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b5949e2e-c54f-4986-ab32-3847aa492aa6,no_churn,0.1037973,0,no_churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Female,22,No,No,Employed,Suburban,College,1672207200
65,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,0b106078-a641-498e-ab2c-f48c995ba708,no_churn,0.12213581,0,no_churn,-0.104460180755377,-0.0011805609079965,-0.0268812485922899,-0.0014674075145194,0.016474677822789,-0.220724885979753,0.033657926569067,0.0455555275643746,Female,26,No,No,Employed,Rural,Bachelor,1672207200
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,2cb219fb-0aba-4787-bd3a-cbb3a5023cd3,no_churn,0.10526329,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Female,60,No,No,Employed,Urban,Bachelor,1672207200
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cbec1419-35d9-41b6-9445-6ea1990bd306,churn,0.60318303,1,churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Male,34,No,Yes,Employed,Suburban,Master,1672207200
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,13898c2d-436a-4258-9933-2e1783fc422d,churn,0.66473544,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,28,No,Yes,Employed,Suburban,Bachelor,1672207200
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b7e2501-d958-4cf6-a18f-4d61a93e49d9,churn,0.49135873,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Female,43,Yes,No,Retired,Suburban,Bachelor,1672207200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,ae3537a6-8ce1-4a2b-b2eb-0f0c2e59f1f6,no_churn,0.0211322329999999,0,no_churn,-0.081748721356671,-0.0036519549769946,0.0036583166259697,-0.0666640515708331,-0.0392655039694545,-0.126837803521184,0.0177309694573114,0.0277525961130368,Male,60,No,No,Unemployed,Rural,Master,1672207200
5,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6a91b85f-1c14-4d11-a16a-be04805cc320,no_churn,0.25149986,0,no_churn,0.122930238099871,-0.0119534655508141,0.0379406842708158,-0.0360809053324192,-0.11174873186782,0.0798127196520818,-0.0238674919113327,-0.0111068131946376,Male,29,No,Yes,Employed,Suburban,High School or Below,1672207200
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,1c980d69-4771-4d39-bdd7-7c4cb4d4bb85,no_churn,0.018381981,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Female,71,No,No,Disabled,Suburban,College,1672207200
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29b04550-81a7-4f70-81ee-3778958beb85,churn,0.49135873,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,61,No,Yes,Employed,Suburban,High School or Below,1672207200
40,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,c3fccd02-a9dd-4f05-ab8b-e0d7c0c284c6,no_churn,0.12188736,0,no_churn,-0.0930085377384421,-0.0078009936919352,-0.011692501178104,0.0299929366720698,-0.016890498827488,-0.127085275357213,-0.0120756886521121,-0.0204655925842052,Female,42,No,No,Unemployed,Suburban,Bachelor,1672207200
54,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,e109e7ad-dc0d-4236-8577-a389d706873c,no_churn,0.0295344829999999,0,no_churn,-0.063194112140909,0.0164317199298057,0.0014166919533408,-0.0045885387924681,0.0260642222243041,-0.136080581424476,-0.0210483794815536,-0.0380271753114539,Female,24,Yes,No,Employed,Suburban,College,1672207200
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c7d9c8db-df66-47d8-869a-1d90028e95dc,no_churn,0.66118246,0,no_churn,-0.0785322365995762,-0.0045719854190065,-0.0348805200211245,-0.0845258663719141,-0.0196557087729161,0.0814355274586341,-0.0847503355563731,0.0231216370339461,Male,46,No,No,Unemployed,Suburban,College,1672207200
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e1bb7b91-85a5-4885-bb10-04a7b9fd3e55,no_churn,0.53494984,0,no_churn,-0.148574353346617,-0.0029507847941931,0.0776660918923153,0.0585891396695888,0.0232194323555995,0.0832357008860299,-0.0225411003116096,-0.0348818091655721,Female,55,No,Yes,Employed,Suburban,College,1672207200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f9c652e3-0c4e-4529-a82c-72e260ef9983,churn,0.47687852,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,57,Yes,No,Employed,Suburban,College,1672207200
59,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,3df4753f-01da-4ac0-b3f2-e756de4a5c20,no_churn,0.0281815879999999,0,no_churn,-0.0655076525597905,-0.004419293068895,0.0006149161653775,-0.0332735449774463,-0.0367191513089255,-0.0858727778226875,-0.0220459773068796,-0.0218026725441086,Female,56,No,Yes,Unemployed,Urban,Bachelor,1672207200
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e25b5c99-d6ea-4ee3-a680-ac25eb9deaf9,churn,0.48837042,1,churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,24,Yes,No,Employed,Suburban,High School or Below,1672207200
67,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,b9816df5-601b-49d6-ada1-9a251c16720d,no_churn,0.19526643,0,no_churn,-0.0992757089119277,-0.0025586138642029,-0.0381881425690699,-0.0238816013255746,0.0248165750040789,-0.137118295479086,0.0446751661924099,0.0525044710208749,Female,41,No,No,Employed,Suburban,Bachelor,1672207200
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0758ad32-c7eb-4c68-b087-ab3a08bed8c4,churn,0.07346713,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,30,Yes,Yes,Employed,Suburban,High School or Below,1672207200
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,82dff2da-49f6-410a-9949-6d1feac53ea1,no_churn,0.09363546,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Male,75,No,No,Employed,Suburban,Bachelor,1672207200
18,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,bc535033-24cf-4a98-8f43-74a2ea8ce492,no_churn,0.038392477,0,no_churn,-0.0637510444555118,-0.0037585012300951,-0.0140340265603481,-0.0169290758811985,-0.0143189198082109,-0.049022291976471,-0.0273089597772195,-0.0539033314352309,Male,40,Yes,Yes,Unemployed,Urban,College,1672207200
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,62c0bcb9-28ff-4f34-bfb3-9ad806f58a6e,churn,0.65543413,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,38,Yes,Yes,Employed,Suburban,High School or Below,1672207200
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,209b21ab-aea7-4d90-af9c-b9a96404f1b0,churn,0.62585866,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,59,Yes,Yes,Employed,Suburban,Bachelor,1672207200
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e0acb660-aebb-47de-9adf-cc92a668b80f,no_churn,0.16602091,0,no_churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Male,64,Yes,No,Unemployed,Rural,Master,1672207200
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a15ce138-efc4-4109-9af3-93f7673ee031,churn,0.07346713,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,28,No,Yes,Medical Leave,Suburban,High School or Below,1672207200
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5d68df2d-390d-4780-aacf-3fbb9d4a9a51,no_churn,0.28566596,0,no_churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Female,47,Yes,Yes,Employed,Suburban,Bachelor,1672207200
37,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,b17632f0-c315-4f22-882a-6aff2ea10664,no_churn,0.30024573,0,no_churn,-0.12181389974407,0.0105863647264277,-0.0195570982879644,-0.0499013289812228,0.0288414535218271,0.0492207910732122,0.0148765657889771,0.0353876669997589,Male,29,No,No,Employed,Suburban,College,1672207200
70,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,1654c7c1-8e0f-47e4-b1b0-73b60f598f3b,no_churn,0.019845357,0,no_churn,-0.120137953458661,-0.0078240769646799,-0.0073745191344278,-0.0006641403203866,0.0341250557085368,-0.182333832323575,0.0394765810221724,0.0437067362826201,Male,40,No,No,Employed,Suburban,Bachelor,1672207200
5,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8489e7d7-3bf6-4541-a03f-603cb51be368,no_churn,0.25149986,0,no_churn,0.122930238099871,-0.0119534655508141,0.0379406842708158,-0.0360809053324192,-0.11174873186782,0.0798127196520818,-0.0238674919113327,-0.0111068131946376,Female,65,Yes,No,Employed,Suburban,Master,1672207200
17,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,e00003de-2bf6-40c3-be78-4e1c8db61348,no_churn,0.030546509,0,no_churn,0.0429989025804297,-0.0050205306583302,-0.0438851470745794,-0.0227485426927705,-0.0011843938368565,-0.175127535071852,-0.0355652544361692,-0.0284936518663107,Female,44,No,Yes,Employed,Suburban,College,1672207200
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,398bba6a-3eb5-4702-8961-30e94042196e,churn,0.16176666,1,churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,63,Yes,No,Employed,Suburban,High School or Below,1672207200
13,Yes,No,Medium Speed,Phone_Support,One year,100hrs+,Active,19dd7487-8f4c-4610-8afd-53f92e90ff6a,churn,0.2351317,0,no_churn,-0.0030655191461301,-0.0039416602369237,0.0197068904783918,-0.0036256354146644,0.062672229998825,-0.13871505945579,0.105048586530047,0.102894015391757,Female,67,No,No,Employed,Suburban,High School or Below,1672207200
32,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,aca8300c-d77f-45c9-aa82-af4c6759f435,no_churn,0.15869917,0,no_churn,0.245697211818583,0.0014546801460528,0.0349417583705462,0.193065908018298,0.135045001701228,0.0180322361085836,0.0237476111417527,-0.0010105474929969,Female,66,Yes,No,Disabled,Urban,High School or Below,1672207200
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cf180649-d700-457c-8404-c650afe849ca,no_churn,0.17727882,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Female,74,No,Yes,Unemployed,Suburban,College,1672207200
38,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,998c3e22-467d-4504-aff1-c24885445575,no_churn,0.008692689,0,no_churn,-0.0191777163919505,-0.0037107798468059,0.0019980066744938,-0.0705883128343157,0.0140742054722068,-0.125871295503348,-0.0250449760949413,-0.0407052847685918,Male,76,No,No,Employed,Suburban,High School or Below,1672207200
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,e01bfe42-786a-4994-b02d-2bfdea6eff7a,no_churn,0.008456323,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,77,No,No,Employed,Suburban,Bachelor,1672207200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,acf28a13-ecdc-4ef8-ae16-227db11210df,no_churn,0.0211322329999999,0,no_churn,-0.081748721356671,-0.0036519549769946,0.0036583166259697,-0.0666640515708331,-0.0392655039694545,-0.126837803521184,0.0177309694573114,0.0277525961130368,Male,34,Yes,No,Employed,Urban,College,1672207200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,34d1f0a2-da21-436a-9684-ec8689312a50,no_churn,0.4514167,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,56,No,Yes,Employed,Rural,Bachelor,1672207200
37,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,52beb761-fc78-4400-8a93-3fcc6ce2a2e7,no_churn,0.30024573,0,no_churn,-0.12181389974407,0.0105863647264277,-0.0195570982879644,-0.0499013289812228,0.0288414535218271,0.0492207910732122,0.0148765657889771,0.0353876669997589,Female,28,Yes,Yes,Employed,Rural,Master,1672207200
9,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,eed04119-8153-42ec-a1fc-3823d5963fe7,no_churn,0.22170708,0,no_churn,-0.0203711829455733,-0.0044706554972799,0.0049437374095805,0.0418260008010383,-0.0299590490459058,-0.185802780206823,-0.0249771820917067,-0.0502150391470559,Male,39,No,No,Employed,Urban,Bachelor,1672207200
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,20424ffe-d53b-4741-a5f9-73745503c45f,no_churn,0.09363546,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Female,58,No,Yes,Employed,Urban,College,1672207200
7,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f8885682-b446-4b3f-bf0a-8f480769bc7d,churn,0.77429426,1,churn,0.12859167292022,-0.0008396652898773,0.121351232768397,0.0724346217094125,0.094390313936492,0.134296933755359,0.0588514594437492,0.121897281305442,Male,80,No,No,Employed,Suburban,High School or Below,1672207200
70,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,369bb538-06f8-4003-a1e3-5399ab215a7b,no_churn,0.017194306,0,no_churn,-0.0627203688890495,-0.0023117426976295,-0.032582185286501,-0.0214763760331425,-0.0363748645657324,-0.146689960178419,0.0073319496686781,0.0257973946826223,Female,33,No,Yes,Employed,Suburban,High School or Below,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a9892116-4b76-48a6-a933-eea8918ddea1,no_churn,0.8218385,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,78,No,Yes,Employed,Rural,Bachelor,1672207200
68,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,a1cb48b3-a800-4221-a524-b0e24b7cd0a0,no_churn,0.0211322329999999,0,no_churn,-0.081748721356671,-0.0036519549769946,0.0036583166259697,-0.0666640515708331,-0.0392655039694545,-0.126837803521184,0.0177309694573114,0.0277525961130368,Female,41,No,Yes,Employed,Suburban,College,1672207200
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b7639921-d309-4c1b-9f03-9fdc496c5302,churn,0.5150121,1,churn,0.0541403512858141,-0.0017580420757258,0.1579974554006,0.100835816563322,0.0538263973197354,0.142934867024942,0.15257659641813,0.0704204200786262,Male,53,Yes,Yes,Medical Leave,Suburban,Bachelor,1672207200
52,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,91adf61d-6c35-4d28-9344-36d3a58ad4e0,churn,0.47746187,1,churn,-0.0944858789776208,0.0384737969966408,0.01441170839822,-0.103328502939837,-0.0160415763580431,0.0450040819988203,0.0679177110298633,0.0090225084998292,Female,72,No,No,Employed,Urban,College,1672207200
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,bbd84f55-561b-4bf8-908e-ffc12366e5dc,churn,0.60687107,1,churn,0.102516282007655,-0.0045641832204819,0.0199027771025066,-0.0147321386875592,0.0819065777757714,0.119982260856877,0.0586023526894041,0.0079562480588538,Female,34,Yes,No,Retired,Rural,College,1672207200
29,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,1646fdb8-85a3-4174-abfc-206fcf703534,no_churn,0.43196395,0,no_churn,-0.0616837166713457,-0.0040197084423289,-0.0428092455991009,0.115052384470227,-0.0427020619992845,0.0715274555547102,-0.0320117012773243,-0.0353478077000818,Female,23,Yes,Yes,Retired,Suburban,College,1672207200
43,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Active,a5b14b78-a1d6-4f9e-ac4f-5d4ca7c05d38,no_churn,0.06273754,0,no_churn,0.0128105235938255,-0.0005170387561884,-0.0639125572596822,0.037098702792955,0.0918789123399074,-0.0983209983443703,0.0727429823956936,0.0791933256509037,Male,65,No,Yes,Employed,Suburban,Bachelor,1672207200
54,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,466c37c4-f5c7-45c8-8527-c35f9fba4b11,no_churn,0.24566555,0,no_churn,-0.176573114722992,-0.0123138843005108,-0.026297465971229,0.006416076760006,-0.0129061579399513,0.0364387956411337,-0.0373230880742585,-0.0444673117320053,Male,65,No,No,Employed,Suburban,Bachelor,1672207200
35,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,d720e0f0-4f71-40e3-b75b-bc9b92ee383e,no_churn,0.01102569,0,no_churn,-0.0511316406479636,-0.0037401546856199,0.0052235480559829,-0.0356503109319055,-0.0338559708117827,-0.115554637409386,-0.014527344078524,-0.0197896418925847,Female,62,No,No,Unemployed,Suburban,College,1672207200
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e3cac3b6-f42f-4286-b38b-7ced16cd6ad4,churn,0.6771252,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,60,No,No,Employed,Rural,High School or Below,1672207200
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,4de5fba3-4d85-4898-9df0-71d9597dec0c,churn,0.7882749,1,churn,0.0634450350439055,-0.0022868122133149,-0.0214859046403762,-0.134733107427619,0.0487922694047028,0.12384238161023,0.103272865520485,0.119115215111342,Female,67,No,Yes,Medical Leave,Urban,Bachelor,1672207200
37,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,99a52cde-2ec9-4734-a1d8-34bf89450342,no_churn,0.30024573,0,no_churn,-0.12181389974407,0.0105863647264277,-0.0195570982879644,-0.0499013289812228,0.0288414535218271,0.0492207910732122,0.0148765657889771,0.0353876669997589,Female,26,No,Yes,Retired,Suburban,College,1672207200
55,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,2ff8dc5b-f341-48a5-b7bf-39f4b4f72db8,no_churn,0.031936977,0,no_churn,-0.0207592437890161,-0.0031633233573484,-0.0098395274080303,0.0004599660754502,0.002109227440269,-0.118273080286326,-0.0251374944685267,-0.0500893432264638,Female,22,No,Yes,Employed,Suburban,High School or Below,1672207200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,30bd50dd-7b32-46be-a537-3a8b4ac71f6e,no_churn,0.07436483,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,20,No,No,Employed,Rural,High School or Below,1672207200
65,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,f86d0f3e-7854-45d4-95d1-17ce7769441c,no_churn,0.0060361535,0,no_churn,-0.040155981392927,-0.0023288537543339,-0.0059402180926736,-0.0197917756766037,-0.0113817891053258,-0.143062789768264,-0.0132892139609612,-0.0330755295342169,Female,61,Yes,No,Employed,Suburban,Bachelor,1672207200
52,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,7ae7ee01-2ec9-4313-b181-228663078ee4,churn,0.47746187,1,churn,-0.0944858789776208,0.0384737969966408,0.01441170839822,-0.103328502939837,-0.0160415763580431,0.0450040819988203,0.0679177110298633,0.0090225084998292,Female,70,No,Yes,Unemployed,Suburban,High School or Below,1672207200
28,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,31f2e168-3b93-4c51-bc6a-ef6b4588d640,no_churn,0.27323,0,no_churn,-0.0281519703803769,-0.0015962720287643,-0.0487236838635999,-0.124020709978395,0.0752874338856054,-0.169644777608473,0.075393604471501,0.0824302227395674,Male,71,Yes,Yes,Employed,Suburban,High School or Below,1672207200
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f8de8287-34db-4708-a327-3036becc01f8,no_churn,0.29938555,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,33,No,Yes,Unemployed,Suburban,High School or Below,1672207200
42,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,341ee460-d52b-4531-bacc-61dcd87dee7e,no_churn,0.020312313,0,no_churn,-0.0117006030776428,-0.0039396927900634,0.0098628244180144,-0.0248070168574122,0.0197442462252911,-0.190122439819661,-0.026881343470668,-0.0311821273274836,Female,64,No,Yes,Employed,Suburban,Bachelor,1672207200
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,35baddfe-f8b0-434b-b65c-314f010b37e9,no_churn,0.51908964,1,churn,0.0728345984588986,0.0004050265961268,0.0886339709109779,0.110778395099787,0.11636298157051,0.142153280764337,0.0002317216134906,0.0152358643748357,Male,24,No,Yes,Employed,Suburban,College,1672207200
65,Yes,Yes,Medium Speed,In_Store_Support,One year,<50hrs,Active,27e9cebb-bc0b-4159-90b2-fbf0539a169b,no_churn,0.16266036,0,no_churn,-0.0834064809629399,-0.0021077647208949,0.0107368967041747,-0.0584093872610537,-0.081370307469624,-0.0887180105788138,0.0371524654469794,0.0337631031730006,Male,30,No,No,Employed,Suburban,High School or Below,1672207200
8,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,97fd7eb4-9c36-45de-b38d-8ec10da7ecf2,no_churn,0.21892697,0,no_churn,0.0398306656339536,-0.0138635774697422,0.0311376291248734,-0.021994096298481,-0.0074790641692061,0.0559435974001871,-0.0466439870568592,-0.0399573166473828,Female,38,No,No,Retired,Suburban,High School or Below,1672207200
8,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5df4411c-d33b-4e6e-b7ea-813371e826bd,no_churn,0.21892697,0,no_churn,0.0398306656339536,-0.0138635774697422,0.0311376291248734,-0.021994096298481,-0.0074790641692061,0.0559435974001871,-0.0466439870568592,-0.0399573166473828,Female,37,No,No,Medical Leave,Suburban,Bachelor,1672207200
32,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,04866d3f-5592-43ce-8057-a258fe0654ca,no_churn,0.15869917,0,no_churn,0.245697211818583,0.0014546801460528,0.0349417583705462,0.193065908018298,0.135045001701228,0.0180322361085836,0.0237476111417527,-0.0010105474929969,Male,54,Yes,No,Employed,Suburban,Bachelor,1672207200
47,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,caa53aa5-4f25-4f59-bcb9-f4b56932fd9b,no_churn,0.20749344,0,no_churn,-0.059453032924448,-0.0024653786910494,-0.0175811771587177,-0.0080021719407523,0.0302269755022098,-0.0792684632676173,0.0223822810760657,0.0651348175321254,Female,22,No,No,Employed,Suburban,High School or Below,1672207200
47,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,db088f76-b8cb-4648-8d05-d9231a9d4c36,no_churn,0.0073590055,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,35,No,Yes,Employed,Suburban,Bachelor,1672207200
35,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,d1fac321-4c62-4c83-89cc-25c5f7180738,no_churn,0.1390245,0,no_churn,-0.0686547548231646,-0.0009938961976877,-0.0354193637987555,0.110594912544821,0.14008437110886,0.0450354676132337,0.0486104209729819,0.0242166935271961,Male,27,No,Yes,Unemployed,Rural,College,1672207200
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,449bcf8a-ff3b-4b44-b7ea-bddbe5aa7524,no_churn,0.017115526,0,no_churn,-0.14927915407834,-0.0024639256440605,0.0020646726551058,-0.0132132619993717,0.0190942965259455,-0.218137372339242,0.0409208080728967,0.0519877837349122,Male,50,Yes,Yes,Retired,Suburban,Bachelor,1672207200
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,e069b582-26bd-4dfb-a432-90221f77daca,no_churn,0.0096683669999999,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Male,75,Yes,Yes,Employed,Suburban,High School or Below,1672207200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,59a728c8-26fe-4bed-89e6-0b95c0177bb3,churn,0.34227866,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,58,Yes,No,Retired,Suburban,College,1672207200
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ce4b67a0-65dd-4b33-a244-1abd76860725,no_churn,0.17727882,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Male,30,No,No,Employed,Suburban,High School or Below,1672207200
66,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,a03260b8-e865-45f8-8f32-87f46ff25392,no_churn,0.0269334039999999,0,no_churn,-0.0216359321795789,-0.0011908484603191,0.0171110093178049,-0.0078994712637813,-0.0799032224104667,-0.146560646492653,-0.017933800194969,-0.0110132411203085,Male,28,Yes,Yes,Employed,Urban,College,1672207200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d9b0a57c-48d0-494b-afe3-71751a280135,churn,0.86904013,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,74,Yes,Yes,Retired,Suburban,College,1672207200
47,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,a1bd9b61-c43c-45fe-b5f9-02270037865c,no_churn,0.27906373,0,no_churn,-0.127163295083119,-0.0036191595335913,-0.0344818276448131,0.030318842228844,-0.0907619610716392,-0.0885322933956195,0.00695838192074,0.0382551598264035,Male,44,No,Yes,Employed,Suburban,High School or Below,1672207200
8,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aaa7c737-805d-498c-a02e-ff8a01e83e43,no_churn,0.21892697,0,no_churn,0.0398306656339536,-0.0138635774697422,0.0311376291248734,-0.021994096298481,-0.0074790641692061,0.0559435974001871,-0.0466439870568592,-0.0399573166473828,Male,42,No,No,Unemployed,Suburban,Bachelor,1672207200
14,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c087f376-47c2-42a5-8a87-150cb7bcbf23,no_churn,0.20415677,0,no_churn,-0.0603585450986975,-0.0152507106324628,-0.084689900987214,-0.0380086863341603,-0.0392200661266724,0.0455385447728986,-0.0284306936617849,-0.0486060926926074,Male,80,Yes,No,Medical Leave,Suburban,College,1672207200
49,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,221a0c18-4ac6-4643-a2d7-58eed341969e,no_churn,0.03158587,0,no_churn,-0.0487549569737757,0.0231522231015515,-0.0016667195540458,-0.0224984550373574,-0.0389697622055678,-0.174713468274813,0.0436385000158588,0.030786485462263,Female,38,No,Yes,Employed,Suburban,College,1672207200
43,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,683d2a07-cd0e-4f4d-8531-70d566217e8a,no_churn,0.11623388,0,no_churn,-0.048848369366442,-0.0001469294970411,0.0672273614574623,0.0242759559018122,0.109481608274182,0.0278520724418922,0.141307143754548,0.0958250126430357,Female,64,No,Yes,Disabled,Suburban,Bachelor,1672293600
72,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,b5c4bb5f-9bf5-456c-bc3a-2ff08a367d15,no_churn,0.01950328,0,no_churn,-0.14133024956207,-0.0010414872250612,-0.0055607105740773,-0.0047285447441754,0.0213272135554052,-0.181068912177648,0.018884216454719,0.0344923236500471,Male,63,No,Yes,Unemployed,Suburban,Bachelor,1672293600
31,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,f62b0571-d820-41e4-a640-e35d7b76bb24,no_churn,0.10775321,0,no_churn,-0.0111374867917083,-0.0010904513785771,0.0386593483071737,0.007303282986486,0.0756687062803939,-0.156704575535423,0.0727910697828883,0.0806625283294852,Male,65,Yes,No,Employed,Suburban,Bachelor,1672293600
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,03c24e81-562d-4932-8afa-36beb8e84d91,no_churn,0.0048564076,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,72,No,Yes,Unemployed,Suburban,Master,1672293600
9,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,8ac69cf9-d9b2-4253-aed6-0bf6a5766bf1,no_churn,0.15619239,0,no_churn,-0.0806930262655987,-0.0078311026295341,-0.130089709388358,-0.0483473430666526,-0.0097469762502441,0.0638256802891192,0.0063283004969161,0.0375280244674286,Male,23,No,No,Unemployed,Suburban,College,1672293600
41,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,b49bb1a7-4bef-4ad8-ab49-e78a7d87d7f6,no_churn,0.12581591,0,no_churn,-0.0974846535372944,-0.0024344875287533,0.0272420618187607,-0.0046030005021111,0.0386246637834665,-0.231859246830618,-0.0257774703493669,0.0572659794210358,Male,50,No,Yes,Employed,Suburban,Bachelor,1672293600
69,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,1106358b-867a-45db-a635-68de23fc4b33,no_churn,0.013480319,0,no_churn,-0.0560886506703627,-0.0028282303682408,-0.0310460632181002,-0.0252647380768848,-0.037271651773135,-0.171236628895304,0.0299132632424789,0.0247965467986978,Female,64,No,Yes,Employed,Suburban,High School or Below,1672293600
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,faaa445f-7939-48ce-98bc-c826c2f8704e,no_churn,0.019714985,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,61,Yes,No,Unemployed,Suburban,High School or Below,1672293600
38,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,fbe61e93-796d-4719-a2df-8df82f7c3c49,no_churn,0.018951045,0,no_churn,-0.0352291110325131,-0.0011952192653916,0.0266636011705668,0.0126690410916125,0.0496917236735498,-0.187268487074925,0.0389528882868762,0.0666894119509379,Female,77,No,Yes,Employed,Urban,College,1672293600
71,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,4798f764-7807-4ef3-af11-deba343253b3,no_churn,0.0045674643,0,no_churn,-0.115654693967717,-0.002449679763431,-0.016616533902561,-0.0751847799179449,0.0297609843370446,-0.165716127932519,0.0362032178316076,0.0506314613452559,Female,69,No,No,Employed,Rural,College,1672293600
67,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,da0baeb6-0914-472e-a2d1-854cedfa8e37,no_churn,0.0111309894999999,0,no_churn,-0.0573271511061648,-0.0027380845427978,0.0032158490062647,-0.0913388206848412,-0.0409086944051705,-0.117234589893988,0.0206721670566821,0.0266331706605024,Female,60,No,Yes,Employed,Rural,College,1672293600
72,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,514d6390-6502-4c94-a94b-ffd36b4d5600,no_churn,0.00530445,0,no_churn,-0.135546112551328,-0.0023418168040279,-0.0113885953962926,-0.0057534310806568,0.0281369993174576,-0.19153876407885,0.0243516217762316,0.0450539473041317,Female,38,No,Yes,Unemployed,Rural,College,1672293600
12,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,a541b95d-b9f1-4de7-90ae-a995e26c2617,no_churn,0.1488989,0,no_churn,0.0369082087879905,-0.0021061455741801,-0.0350360384157102,-0.0499557590913173,-0.0731854460183967,0.0034467956729895,0.0202266841453638,0.0206755496265759,Male,22,No,No,Employed,Suburban,Bachelor,1672293600
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,3b25de5a-3ed1-49f6-8c28-b58be4dd1768,no_churn,0.008374919,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,60,No,No,Employed,Urban,Bachelor,1672293600
39,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,d8b14d97-a1d6-4946-8a90-34c8ccfdf764,churn,0.11302725,1,churn,-0.102920230967193,-0.0028598977205911,-0.0123765139750139,-0.0317222653268436,-0.056153541597323,-0.074699824888321,0.0110818467699573,0.0406242765296701,Female,49,Yes,Yes,Employed,Suburban,College,1672293600
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,4e2b2a6e-ae9e-47ce-9965-7aef11cb4807,no_churn,0.00424342,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,23,No,Yes,Employed,Suburban,High School or Below,1672293600
53,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,44bee074-16cb-4177-8220-547c05c2d215,no_churn,0.12851942,0,no_churn,-0.198965169612447,-0.004016066639715,-0.0132421009741028,0.0005942237883846,0.0430845718354612,0.0724427008689235,-0.0627614781384909,-0.0061628311544609,Male,58,No,Yes,Employed,Suburban,Master,1672293600
10,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,0460ad92-71e6-4d27-9d16-5e63441b4a06,no_churn,0.098400936,0,no_churn,0.0074725130644674,-0.0042055940994032,-0.0391065034208031,-0.0382220557461596,0.0250520330986637,-0.150051304660851,0.027847103844515,0.0596876564442663,Female,42,No,No,Employed,Urban,High School or Below,1672293600
10,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,f59ef75f-7201-4781-a444-32759f028fa4,no_churn,0.018140856,0,no_churn,-0.0002129729047851,0.0193119498535975,-0.0045796413508264,-0.0541756719373256,-0.0583319989309279,-0.185063265422077,0.0227826486178992,0.0312427991700201,Male,31,Yes,No,Employed,Suburban,College,1672293600
59,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,3ef9b840-58ff-4220-a49e-34833431cdfc,no_churn,0.07852566,0,no_churn,0.0037941064442384,-0.0023503766918838,0.0365636864209773,0.0357291728189738,0.103469816067154,-0.0177898217601523,0.0197628738740877,0.0758182037680671,Female,26,Yes,No,Employed,Rural,College,1672293600
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,e7a7d500-ac13-4354-b5fb-406f2c4bae0b,no_churn,0.0148642069999999,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Female,50,Yes,Yes,Unemployed,Suburban,Bachelor,1672293600
61,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Active,36b7c7d2-8af7-41e1-82ac-54fef1a3ea1b,no_churn,0.01300119,0,no_churn,-0.121391120829976,-0.0038805161940217,-0.0098916998530148,-0.0088706436806387,0.0376548758373246,-0.149825477564482,0.0294488403870855,0.0377295901129764,Male,29,No,Yes,Unemployed,Suburban,High School or Below,1672293600
72,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,e94de1f6-d129-496b-a067-86aa60b32adf,no_churn,0.0039254013,0,no_churn,-0.0794341018525312,0.0045907798312043,-0.0034991105374467,-0.0180400161873626,-0.0282650555662121,-0.121278223929647,-0.0109958059160624,-0.0121046182451948,Female,66,No,Yes,Employed,Suburban,High School or Below,1672293600
28,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bbb3a034-3515-40c9-8fb3-ac066e99f3df,no_churn,0.06423128,0,no_churn,-0.114998692841527,-0.0076795353504894,-0.0091544203842568,-0.0911348472703684,-0.0295784456506044,0.0354151063139124,-0.0260355733753385,-0.0258597427395034,Male,65,No,Yes,Retired,Suburban,Bachelor,1672293600
69,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,c8133704-a2a6-410a-9250-7b2d41fd1fad,no_churn,0.028621228,0,no_churn,-0.0499034033338739,-0.0035173423161359,-0.002951395732889,-0.0289424458859866,-0.0339560852141767,-0.113720932364504,-0.0160550353610051,-0.0179795129582089,Male,23,No,Yes,Medical Leave,Suburban,Master,1672293600
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,dd28d6bd-8ec7-47b4-b68a-dfa46377709a,no_churn,0.05096143,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Male,42,No,Yes,Employed,Suburban,Bachelor,1672293600
58,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,789aebd0-a80a-4c78-baa1-682c6ccb6c26,no_churn,0.050487384,0,no_churn,-0.0699790688966368,-0.0068471964023819,-0.0076651663482107,-0.0201179395167309,-0.0192564202060066,-0.0486515283011522,-0.0212294998214929,-0.0252793329940504,Male,40,Yes,Yes,Employed,Urban,High School or Below,1672293600
0,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,41e3ff96-442a-4bd6-bf7b-fdefec54063f,no_churn,0.034848515,0,no_churn,0.065153838518654,0.0248563919763728,0.0001676504102852,-0.0521250951182173,-0.0358030260245777,-0.221213804193676,-0.0222996475609079,-0.0224291267180069,Male,27,No,Yes,Unemployed,Suburban,High School or Below,1672293600
9,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7c5c701c-19f4-4cdc-a7f4-da4ecd09c417,no_churn,0.15274063,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,44,No,Yes,Employed,Urban,College,1672293600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c9f363ae-7d79-46b2-8d57-d206f414bd44,churn,0.43190458,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,54,Yes,Yes,Employed,Suburban,High School or Below,1672293600
20,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,80e8efbd-bad4-456e-a1ab-b19ea3ab37b2,no_churn,0.1298067,0,no_churn,-0.0699713973209418,-0.0081742053717061,-0.0060384637531569,-0.0514906359933593,-0.070053936832146,0.0023534685558934,-0.0374180002206412,-0.026982980353132,Female,34,Yes,No,Employed,Suburban,High School or Below,1672293600
49,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,3c1872b9-4603-46d2-8e41-b2a98f965213,no_churn,0.015199051,0,no_churn,-0.0635239326197461,-0.0037332585383774,-0.0168198953030878,-0.0361286934149029,-0.0237609224266634,-0.093687986340501,-0.0139497846594349,-0.0174216781172981,Male,47,No,No,Employed,Rural,College,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,169c45fb-8771-46dc-9ec7-574629396692,no_churn,0.27497488,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,24,Yes,Yes,Employed,Suburban,College,1672293600
66,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,446b0bee-7561-4ce3-9f80-68463f0e03d9,no_churn,0.010556863,0,no_churn,0.101380488530585,0.0019865824434418,0.0631307721692792,0.0395392946943866,0.0404235121007877,-0.038254784604469,-0.0129347517907262,0.0103852831521544,Male,24,No,No,Unemployed,Suburban,Bachelor,1672293600
55,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,8e1dbcdb-5133-4e79-a59c-aa6d7b484c64,no_churn,0.07665916,0,no_churn,-0.0537999338036752,-0.0040928936745331,-0.014232139014166,-0.0370129747982719,0.0096063351540033,-0.0936861067310383,-0.0317747753217008,-0.0440336643251612,Female,58,Yes,No,Employed,Suburban,Bachelor,1672293600
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,6cac087b-523c-47b7-b98d-87198b0d1b6a,no_churn,0.29847935,0,no_churn,0.120924022404029,0.141727963660269,0.0712283607194149,0.0065170873447141,0.009179555340811,0.0993565522477547,-0.0268313843177747,-0.0280330640118381,Female,77,Yes,Yes,Employed,Suburban,College,1672293600
57,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,001dacf7-56af-437d-ad99-fe679c4c15b8,no_churn,0.025745748,0,no_churn,-0.031578644415058,-0.007375935857799,-0.0263907888442918,-0.0278098967798905,0.0154388257864957,-0.116636389331989,-0.0287554251140682,-0.0359178982151388,Female,21,No,Yes,Employed,Suburban,Bachelor,1672293600
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,ba943251-9a68-457e-a7d3-21a6a3ba50c9,no_churn,0.0047302884,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,61,No,Yes,Employed,Suburban,Doctor,1672293600
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,985e5230-598b-444f-b1b7-1e803a5c3006,no_churn,0.011085973,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Female,70,No,Yes,Unemployed,Suburban,Bachelor,1672293600
17,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3b047d11-f31b-4e42-8c55-28a905f8a8ab,churn,0.14351316,1,churn,0.290018796136019,0.0059465726086637,0.0735731499862777,0.0717384225793102,0.0410727621164369,0.149680576274532,-0.0036186552770686,0.0246268054285974,Female,71,No,Yes,Employed,Suburban,Master,1672293600
19,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,657b47de-e7fb-487c-b005-ae16dfd5f7f9,no_churn,0.12780172,0,no_churn,-0.0645818181818594,-0.0079924272320931,-0.0085914389136269,-0.0568083057816329,-0.0727473199575524,0.0181024309830445,-0.0430087723101314,-0.0333985008157469,Female,76,No,Yes,Unemployed,Suburban,College,1672293600
70,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,9ea740e6-1136-401f-ba0d-538b9909ab6d,no_churn,0.029330308,0,no_churn,-0.0643370917512766,-0.0029392126710718,-0.0008897189582603,-0.0359700592513218,-0.0011914035378777,-0.117290975969431,-0.0211791146230643,-0.0252285751591989,Male,28,No,No,Employed,Rural,College,1672293600
47,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,0dc2aa64-7fc0-40e2-a7a0-cc270e18aa25,no_churn,0.04094063,0,no_churn,-0.0507249120283086,0.0259139991815391,0.0031651096460927,-0.0444156923251875,-0.077746880994473,-0.0619240285626165,-0.0318823031033525,-0.0214114423964838,Female,71,No,No,Employed,Rural,Bachelor,1672293600
66,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,306b3c40-8d7d-4db9-825c-e0c482d652a4,no_churn,0.0106700989999999,0,no_churn,0.00017995304559,-0.0019396993458758,0.0287582223421668,-0.0145111262208047,-0.0179087478313522,-0.167711543775131,-0.021700766055128,-0.0155257765970418,Male,46,Yes,Yes,Employed,Urban,College,1672293600
68,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,b029530b-9804-4180-91c3-c34fa2f4fcc2,churn,0.23536928,1,churn,-0.166158146351063,-0.001625163415847,-0.0071340031187355,-0.0041961303772222,0.0312149907748425,-0.128891353340896,0.0125216206124423,0.0552420335108036,Male,72,No,No,Unemployed,Suburban,High School or Below,1672293600
50,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,33ec1dcf-34e5-4d9f-a222-0ed455c93c18,no_churn,0.10541073,0,no_churn,0.0020539083547328,-0.0012830710844355,-0.0376293331277929,0.0373400617075458,0.119199972800134,0.0981091329370247,0.0599293655984729,0.0807538141968416,Female,28,Yes,Yes,Unemployed,Suburban,High School or Below,1672293600
71,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,32ee2a26-9769-42e2-a4a6-92491e4ccf47,churn,0.20269227,1,churn,-0.156075687848943,-0.0020106981262597,0.0003936984892698,-0.0138261194440019,0.0146807567955875,-0.184428246371072,0.0223316993299067,0.0499084459556252,Male,51,Yes,Yes,Employed,Urban,Master,1672293600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,d11bfa05-03b4-4727-b787-68e959174e52,churn,0.66237664,1,churn,0.0840546437920147,-0.0180086486604341,-0.0935107335716475,-0.050611938875445,-0.137987506257432,0.0886384478659147,-0.0494505257921264,0.0211834459907186,Male,68,No,Yes,Employed,Suburban,Bachelor,1672293600
72,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,a91e37f2-65a0-4f12-87d6-6c58bc31ab8e,no_churn,0.08565239,0,no_churn,-0.0771994439890431,-0.0037605259386873,-0.0180143855843653,-0.0154202784021345,-0.0327518217286888,-0.154341871723091,0.0153141316846358,0.0207215089511737,Male,37,No,No,Unemployed,Suburban,High School or Below,1672293600
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,84db3c89-5670-44bb-a93a-2141db30ea86,no_churn,0.0063888235,0,no_churn,-0.099811563927733,-0.0030889051065787,-0.0023205942145705,-0.0301911646202734,-0.0370275358077469,-0.135272178380574,0.0164675211568192,0.0222182675229714,Male,65,No,No,Unemployed,Suburban,High School or Below,1672293600
39,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,f69a2d76-9fb3-4714-8839-45a0585cad91,no_churn,0.038254794,0,no_churn,-0.0391554006602928,-0.0013222273538485,0.0262421626829564,0.0197577177382118,0.0556460827764567,-0.18024553154346,0.0320329050896179,0.0680181416894629,Female,35,No,No,Unemployed,Rural,Bachelor,1672293600
7,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,a20db226-076a-41ce-8886-e9ff2a4395cb,no_churn,0.66215277,0,no_churn,0.124271910628668,0.0005370244163714,-0.024774995227749,0.131529908123289,0.0449489232986525,0.118665591182921,-0.0084849331764507,0.0576137523135275,Male,57,Yes,No,Unemployed,Suburban,Bachelor,1672293600
65,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,874ac370-d935-4d23-a460-5d7f0bc039d9,no_churn,0.20581965,0,no_churn,-0.102396619711017,-0.0011882378725204,0.0047277036638297,-0.0184332748477208,0.0083086021535109,-0.201652824732246,0.0498573006474907,0.0517511996516077,Male,36,No,Yes,Disabled,Suburban,Master,1672293600
66,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,9961384b-bc9e-43b0-9ac7-dcb0f4a0795e,no_churn,0.23274215,0,no_churn,-0.160169925292657,-0.0023891207260385,0.017326101608196,0.0184358063753279,-0.0776613385881409,-0.0862270953023744,-0.0049005447195122,0.0265599648394709,Male,26,Yes,Yes,Employed,Rural,High School or Below,1672293600
38,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,6f6b1dfd-825b-4f5d-9b41-5e049824e4bd,no_churn,0.27566785,0,no_churn,-0.10574293097483,-0.0027490001151363,-0.0526688363510584,0.0249180102342688,-0.0159219639812545,-0.117209928997236,-0.0123255493806846,0.0126740466978662,Female,31,No,Yes,Employed,Suburban,College,1672293600
72,Yes,No,Fiber optic,Phone_Support,Two year,100hrs+,Active,cdc3958c-4446-49ac-9b64-fdceae09d377,no_churn,0.024342887,0,no_churn,-0.148856104843089,-0.002785642416893,-0.0288277196343187,-0.0089393514492985,0.0112041460058753,-0.141740028183594,0.017892469936396,0.0330260775254282,Male,29,Yes,Yes,Medical Leave,Rural,College,1672293600
30,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,dc07b6e2-8350-48cf-aabf-3f51788a11a9,no_churn,0.4957603,0,no_churn,-0.0774009826672409,-0.0020064738285145,0.038288639728089,0.0341141375335155,-0.0453500983639969,0.0898513847663525,0.018573128877997,0.0112612584415364,Female,65,Yes,Yes,Unemployed,Suburban,Master,1672293600
69,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,621ad180-09af-493c-96f7-3bfe588e54f7,no_churn,0.15764715,0,no_churn,-0.0329620044765215,-0.0021960542242595,-0.058203565082349,0.0347879822769209,0.0162582321365334,-0.0955044841655035,0.0968541169638138,0.0566062958726797,Female,73,No,No,Unemployed,Urban,High School or Below,1672293600
23,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,8e94db4c-80a9-4af6-a35f-a95cb2de829b,churn,0.47304708,1,churn,-0.170431171718647,-0.0049727713903666,0.0842815571314986,-0.0791761001927443,0.0041664800705802,0.0118615350507116,0.0068605841599674,-0.0199495970040879,Male,72,No,No,Unemployed,Suburban,Bachelor,1672293600
27,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,18ec44a5-cde9-43f7-83aa-eaf5b3f58510,churn,0.6321084,1,churn,-0.0061558636577046,-0.0045397138963926,0.0751163213386462,0.107075854996092,-0.0818344090549089,0.0787341372727223,0.0060004275217943,0.0615770973337384,Male,55,No,No,Employed,Suburban,Bachelor,1672293600
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,39a9e50a-4797-4e1e-9020-44cdb449bb6e,no_churn,0.07095176,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Male,69,No,Yes,Employed,Suburban,Bachelor,1672293600
48,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,3b1f7459-ca0b-4356-9f6b-8a42b08b7a1d,no_churn,0.07641991,0,no_churn,-0.0645301711841784,-0.0019970829339945,0.030893236910415,0.0807029527776467,-0.039508928769228,-0.200535899571532,0.0426434755833452,0.0283062643278935,Female,78,No,Yes,Employed,Rural,High School or Below,1672293600
56,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,4435c397-50f6-453a-abb2-583538ddde46,no_churn,0.26700607,0,no_churn,-0.0731701501691441,-0.004422849905477,-0.0967532707288228,-0.0460975015250005,0.0340614988716151,0.0542954629815358,-0.0108159497950327,-0.0461233909407565,Male,20,No,Yes,Unemployed,Rural,Bachelor,1672293600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,5c3f6a2e-0196-493b-bcce-76ff9e352aaf,no_churn,0.05013333,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Female,25,Yes,No,Employed,Suburban,Bachelor,1672293600
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,c12ca377-810b-4585-a185-a125d6ef953b,no_churn,0.017179536,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Female,72,No,No,Employed,Suburban,High School or Below,1672293600
70,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,135246b0-34aa-4b69-b02f-fccbffddd07d,no_churn,0.06952996,0,no_churn,-0.124174166654557,-0.0033027388457412,0.0079342640215054,0.0237041840710026,-0.0213093634161214,-0.10686649183257,-0.0152084505152924,-0.0298033885283257,Male,57,Yes,Yes,Employed,Rural,Bachelor,1672293600
40,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,3a54143d-f6e8-4d0b-bf3e-5dc2b1e5c416,no_churn,0.26172248,0,no_churn,-0.131484877386388,-0.0105160411476026,0.0263074361394228,0.0872433445307433,-0.0813920421410557,0.0255164816652131,-0.0313736620669442,-0.0162806126262785,Male,52,No,Yes,Unemployed,Suburban,Master,1672293600
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,7d50d6a5-1082-40c5-a203-ab0f43e52f57,churn,0.6015813,1,churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Female,60,Yes,Yes,Retired,Suburban,Bachelor,1672293600
69,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,7faffde0-f225-4c02-b68e-9f0d704cdb1a,no_churn,0.016357504,0,no_churn,-0.0947931463637724,-0.0030613406280645,-0.0241622905729582,0.0230723645936541,-0.0250371070165329,-0.116466546259162,-0.0152347574503255,-0.0133433297458122,Female,31,Yes,No,Employed,Urban,High School or Below,1672293600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,06a9ef56-8e15-4704-94d2-6cc43830da24,no_churn,0.026746335,0,no_churn,-0.124393302092938,-0.0031237637929007,0.0030709888184333,0.0339032386152666,-0.0226064327340554,-0.131677155033829,-0.0103692914456905,-0.0138304356675826,Female,66,No,No,Employed,Suburban,Doctor,1672293600
17,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,1ba0c7b9-76b2-4964-9b81-c328aca018a9,no_churn,0.4033281,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,34,No,No,Unemployed,Suburban,High School or Below,1672293600
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,9918e9b4-03b3-46a7-a2be-5eb47e180da8,no_churn,0.13592301,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Female,43,No,Yes,Employed,Suburban,College,1672293600
5,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,19e5dd12-fdde-4dfb-a034-1733d2ae6c18,no_churn,0.48548174,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,43,Yes,No,Employed,Urban,College,1672293600
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,55c7b4d2-7fc7-4457-b4d1-c7adbd7debe7,no_churn,0.09910442,0,no_churn,-0.255560603219114,-0.0043220837727676,0.0094952544664556,0.017823549242621,-0.0095947691254605,0.0283108767344629,-0.013957502600424,-0.0184986491153631,Female,70,No,Yes,Employed,Suburban,High School or Below,1672293600
13,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,f95740ed-ebf1-4eae-8ed8-df1a566896e8,churn,0.2949657,1,churn,0.0500914216808269,-0.0057845971700953,-0.086563769209315,-0.0718512690170428,0.052225195457413,0.101697515817923,0.080214408936572,0.106103672118952,Female,31,No,No,Employed,Suburban,Master,1672293600
56,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,f4c924c2-1546-45b8-bbe7-0ecfb70ca25a,no_churn,0.09288084,0,no_churn,-0.0639422631564593,-0.0124565569189508,3.9808391356928e-05,-0.0478751841267876,-0.0901125729861269,-0.0884049241618231,0.0079557155246038,0.0357698240820718,Female,60,No,No,Employed,Rural,Master,1672293600
29,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,8060ea9b-4987-4e9f-b433-a98626c44365,churn,0.12250294,1,churn,-0.0632007241896371,-0.0055639795247407,-0.0275094342280863,-0.0460783088586868,-0.0870832820750729,0.0361822269651202,0.0513402940495143,0.0383870573690182,Male,63,No,No,Employed,Suburban,High School or Below,1672293600
21,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,00b758fb-c6d5-4f57-828f-6c130f6b6338,no_churn,0.10501496,0,no_churn,0.0015202394137668,-0.0016801516715895,0.0674458751496422,0.0142081439367393,0.0964018633175874,0.0336824582007557,0.116334402598732,0.0870610244702947,Male,63,Yes,Yes,Employed,Urban,Master,1672293600
72,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,6484ea9b-b156-4908-8009-16b960528ea8,no_churn,0.015149121,0,no_churn,-0.118882149299384,0.0036077430522482,-0.0096809283622133,-0.0068674342127042,0.0057596641725285,-0.174075613838334,0.0251642286255241,0.0372860018920073,Male,37,Yes,Yes,Employed,Suburban,High School or Below,1672293600
43,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,85b8c4b5-3c35-4e51-ad10-3abcbb2877ee,no_churn,0.017502135,0,no_churn,-0.0221821889125976,-0.0018819955905564,-0.0222866241625024,-0.0303870469236926,-0.0372136229593661,-0.191566202477084,0.0307770460341453,0.0307144827426145,Male,67,Yes,No,Medical Leave,Suburban,Bachelor,1672293600
48,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,d0c9cffe-3f35-4799-9225-1564e45c01ed,no_churn,0.15054771,0,no_churn,-0.0925312218134968,-0.0034454374043707,-0.0221402072890032,-0.0154799262534743,-0.0717901331157008,-0.0324418822770894,0.0269617702277355,0.0318408866504796,Female,25,No,Yes,Employed,Rural,Bachelor,1672293600
38,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,8555342d-c288-4bfb-9252-a31e65725479,no_churn,0.108720824,0,no_churn,0.102340784811422,0.004807027561801,-0.0007952437199128,0.110055755435387,0.0526603699704719,0.0461785507407694,0.136216761755513,0.109509851120347,Female,74,No,Yes,Unemployed,Suburban,Bachelor,1672293600
53,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,cab38788-e8bd-4eb1-805d-23de68f08289,no_churn,0.018321218,0,no_churn,-0.117242645715924,-0.0019472890509496,-0.0179713543705838,-0.0268835841186773,0.0156146846965566,-0.15098674594512,-0.0005125313465941,0.0509033157969679,Female,75,No,No,Employed,Rural,High School or Below,1672293600
11,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,450fe2f0-1fdc-48cb-b36e-3444590dffb5,no_churn,0.17166288,0,no_churn,-0.0598157729809918,-0.0134190785307509,-0.0920604047364031,-0.0624570975012193,-0.142080118805334,0.0549741100825485,0.0424797028551256,0.0033525079400533,Male,71,Yes,No,Employed,Suburban,Bachelor,1672293600
56,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,a753d12e-03aa-4564-9699-ffb11150254b,no_churn,0.23762594,0,no_churn,-0.081426089767292,-0.0250099739648248,-0.0217039190294281,0.0046755612399238,0.0232191911402696,0.0688334247737566,0.0245016460471288,0.0578840060240963,Female,35,No,Yes,Employed,Suburban,Bachelor,1672293600
38,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,47d51baa-c784-4585-bab0-b9a1a3a71c5e,no_churn,0.13175003,0,no_churn,-0.0938160155530386,-0.0039607306376638,-0.0246370534282959,-0.0227009244855162,-0.007566665339691,-0.113119157804449,-0.0243724148956744,0.0311468084619218,Male,61,No,No,Employed,Suburban,Bachelor,1672293600
10,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,6f57118d-0c6f-4b82-bddf-6042a7fff0de,no_churn,0.239268,0,no_churn,-0.0360940887248943,-0.0105614079032966,-0.0492898224516056,-0.131093379582289,-0.0985537163286198,0.0549138264072189,0.0205711294043612,0.0210813079405647,Male,68,No,No,Unemployed,Suburban,High School or Below,1672293600
50,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,2142ef2f-49d3-4052-86b4-1b49030c9886,no_churn,0.010020417,0,no_churn,-0.0503550997432012,-0.003298300612987,-0.0180264493907543,-0.030362022846275,-0.037993152602894,-0.100900474651171,-0.0138458332221489,-0.0142448199972841,Male,32,No,Yes,Employed,Rural,Bachelor,1672293600
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,603c731e-2330-4659-a916-1de6d44cd76b,no_churn,0.106636025,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Male,50,Yes,No,Employed,Suburban,Bachelor,1672293600
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,32733e5b-3086-4188-afbc-759caf65d657,no_churn,0.12768878,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Female,67,Yes,No,Employed,Rural,College,1672293600
27,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e3a00868-0fac-4524-95bb-d2c96a38dfb2,churn,0.32666737,1,churn,-0.0666750522951497,0.0639760702099647,0.0111691627450181,-0.0148921797307866,-0.0052598753259553,0.0607787192874639,-0.0467155898730288,-0.0550740715297979,Female,38,No,No,Employed,Rural,Master,1672293600
24,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,951aac42-8c1b-4c11-858a-d667fba2c6f5,no_churn,0.009183132,0,no_churn,-0.0520355151612238,-0.0053697797436871,-0.0301938299904759,-0.0176589211623468,0.0128527638720152,-0.102288368395657,-0.0334952228036854,-0.0408372803790734,Male,40,Yes,Yes,Employed,Suburban,College,1672293600
70,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,d59707c1-5d65-43c4-837a-a1bb5084e66f,churn,0.005028688,0,no_churn,-0.0580028527489321,-0.0029016595971188,-0.0075277132620249,-0.0199916004944589,0.0006631815211767,-0.128740488971534,-0.0232100580354017,-0.0293149610832733,Male,79,Yes,Yes,Employed,Urban,High School or Below,1672293600
33,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,1da87b94-a009-470d-8e39-f0e60182f84c,no_churn,0.040783506,0,no_churn,-0.0445649450601922,-0.0035125089124267,-0.0193891040825201,-0.0484668682755545,-0.0314282530708078,-0.0668400103524254,-0.0237915245553449,-0.0310329388808077,Female,80,Yes,No,Employed,Urban,College,1672293600
68,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,80194dca-eb18-41fd-904d-444d7aa28d19,no_churn,0.0064815169999999,0,no_churn,-0.0683403893125978,-0.0034319712207616,0.006137483812763,-0.0126449076348762,0.0066371987597995,-0.154300856052596,-0.0193091982125952,-0.0237735129042812,Female,31,No,Yes,Unemployed,Suburban,High School or Below,1672293600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fa4aeb73-2ded-4dd6-b032-f8e4b19fe1a5,churn,0.6613066,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,56,No,No,Disabled,Urban,High School or Below,1672293600
2,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,43189640-b3c8-4cf2-9ad3-6295309b787e,no_churn,0.070757926,0,no_churn,0.113632515707723,-0.0076623048139663,-0.0128449158730654,-0.0028611455107238,-0.0618177136718986,-0.0229638474693911,-0.0130452407339635,-0.012463496978321,Male,69,Yes,Yes,Employed,Suburban,Bachelor,1672293600
9,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0ab0ea28-e036-4dbc-9ef1-ffdd28acd928,no_churn,0.13274196,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,66,No,No,Employed,Rural,High School or Below,1672293600
65,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,460e295b-f83c-4f6b-b5ec-0c96f5a49843,no_churn,0.005703389,0,no_churn,-0.0473312715951578,-0.0027404129958449,-0.0076700118216103,-0.01925541896102,0.0023705071830954,-0.134404219923908,-0.026394396367832,-0.0336009278180972,Male,38,No,No,Unemployed,Suburban,College,1672293600
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1cb18879-89a9-4803-8c2c-7d8b624a349e,no_churn,0.29960686,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Male,23,Yes,Yes,Employed,Suburban,Bachelor,1672293600
20,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fc209fa7-f4f9-4fcf-8a7b-4e7bd7c9be55,no_churn,0.061402865,0,no_churn,-0.0512514580822517,-0.0082195404357025,0.0234048808630359,-0.0927857208510067,0.0276713307833142,0.054098608344002,-0.0540170014052637,-0.0779272529590207,Male,41,Yes,Yes,Employed,Suburban,College,1672293600
13,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a595762e-721b-4ab8-9d13-c6c46e05bf5f,no_churn,0.35276353,0,no_churn,0.164532030697828,0.153728068581086,0.0357781642800819,0.101907752291581,0.081734381244205,0.100403804212456,-0.0072505755724978,-0.0298597690267797,Male,67,Yes,No,Employed,Suburban,College,1672293600
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,9f59cd61-7480-46eb-a781-dc702e5e8a0d,no_churn,0.0022029055,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Female,63,No,Yes,Employed,Suburban,Bachelor,1672293600
39,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f9ddaeff-9d2a-40ba-892b-efaae71e5bbc,no_churn,0.15792811,0,no_churn,-0.0315456245131099,-0.0077646540108435,0.0085046194985443,-0.124744589246257,0.0239972312621648,0.0411331983878335,-0.019043081289401,-0.0295632514169665,Male,40,No,No,Employed,Suburban,Master,1672293600
32,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,cf45be87-c457-4e15-9a9b-3305c5cf4abb,no_churn,0.009057476,0,no_churn,-0.0135736469323364,-0.0046640984575424,-0.0122705976480574,-0.0344459843723416,-0.0310359963032351,-0.144625313716042,-0.0124968957116288,-0.0159136190976278,Female,68,No,Yes,Employed,Rural,High School or Below,1672293600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,380c0b75-5614-413e-995a-6aa57460751d,no_churn,0.28824058,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,72,No,No,Disabled,Suburban,Bachelor,1672293600
53,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,262ae1d1-706e-4c7d-bdbd-f9b8cf2ac9b3,no_churn,0.0340891029999999,0,no_churn,0.0331684969677189,-0.0013620556595378,0.0082643672931772,0.0199291697379339,0.0622219237020726,-0.105033873246666,-0.0135149447639923,-0.0424358850005955,Female,38,Yes,No,Employed,Rural,Bachelor,1672293600
21,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0d3cffa7-e2d8-4951-9afd-3be9f73b6f55,churn,0.25816357,0,no_churn,-0.0516242748681179,-0.0908244195884799,-0.0305202937612102,-0.0414916235011969,-0.0096303034090396,0.06251394698892,-0.0380215740660332,-0.0594276084776629,Female,69,No,No,Employed,Suburban,College,1672293600
3,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f989dfad-4323-4a87-85fc-15d87c257d02,no_churn,0.15921727,0,no_churn,0.183009570871054,-0.0069812675645152,0.0938166488358365,-0.0112669036324678,0.110839822632424,0.142624817311271,-0.0025333368003339,-0.0020294276312415,Female,28,No,Yes,Employed,Suburban,Bachelor,1672293600
66,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,f2b2dfe1-1634-4719-88a9-724b04b7614d,no_churn,0.022253558,0,no_churn,-0.0414452966174758,-0.0062695330004135,-0.0198680675328978,-0.0209818978213115,-0.0159184278910561,-0.122065195483992,-0.0200361367701134,-0.0224415959632551,Male,66,No,No,Employed,Suburban,Bachelor,1672293600
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,466ae27a-d117-4fab-a256-bd38822cf22e,no_churn,0.15778665,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Male,49,No,Yes,Employed,Suburban,High School or Below,1672293600
17,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,c0ee0904-3c3a-442c-8180-7fa50a37c3f5,no_churn,0.027205756,0,no_churn,0.0563153115988734,-0.0030730963526002,-0.0182153586418553,-0.0113203240433722,-0.0172922793447196,-0.229775288546789,-0.0222785894963453,-0.0233865264095311,Male,68,Yes,No,Employed,Rural,Bachelor,1672293600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ebf35349-2577-46fd-a65e-45adbd6f4dd3,no_churn,0.5231907,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,37,No,No,Employed,Rural,High School or Below,1672293600
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1c58e058-1538-44ac-a7df-40c5e184649f,no_churn,0.111065745,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,57,No,No,Employed,Suburban,Master,1672293600
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,8e00a2e6-fdb2-456f-ab44-64880a980cbd,no_churn,0.001955909,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Female,63,No,Yes,Employed,Suburban,High School or Below,1672293600
12,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,737c4f61-7b6b-4517-97c6-0f3b48913261,no_churn,0.0083822569999999,0,no_churn,-0.0006042094611893,-0.0040521117373464,-0.0135070235093735,-0.0279259492723031,-0.0215943289485585,-0.163231609055183,-0.0175272101727023,-0.0205837081124991,Female,28,No,No,Employed,Suburban,High School or Below,1672293600
42,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,bfb97fe2-3efe-4d3e-ae05-47896dd40cae,no_churn,0.04644574,0,no_churn,0.0071868138322224,-0.0015949160252876,-0.0672796752579188,-0.0105741612922292,0.0317493772119496,-0.0784610093464425,-0.0314331542920081,-0.0286194274323861,Male,44,No,No,Employed,Urban,Bachelor,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c8aa7cfd-d744-43f1-a4b6-866418bd1efe,no_churn,0.13791518,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,56,No,No,Retired,Rural,College,1672293600
50,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,95ffb989-0ce9-470a-b792-a943b4c47c77,no_churn,0.009335145,0,no_churn,-0.0503550997432012,-0.003298300612987,-0.0180264493907543,-0.030362022846275,-0.037993152602894,-0.100900474651171,-0.0138458332221489,-0.0142448199972841,Female,35,No,Yes,Unemployed,Urban,College,1672293600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,780376cb-d7c7-47b7-8807-d1f8a821fd56,no_churn,0.51634866,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,53,No,Yes,Medical Leave,Suburban,Bachelor,1672293600
53,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,87b0e6b4-2542-4379-a6f4-de2afd9972c9,no_churn,0.014425335,0,no_churn,-0.0534276805439185,-0.0032861490940922,-0.0137977827289523,-0.0138824444349666,-0.0577472896799645,-0.0902076239297275,-0.0117394129613239,-0.0159377686036987,Male,58,No,Yes,Employed,Rural,High School or Below,1672293600
52,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,047a0d9a-d8c9-44f5-a48d-c7e6b7f0b455,no_churn,0.0058470326,0,no_churn,-0.0648513047048527,-0.0034181399452972,0.0027307003897476,-0.0178390858116381,-0.0459407259867293,-0.112459787249772,-0.0136248549846823,-0.0136229552295844,Female,29,Yes,No,Employed,Rural,Bachelor,1672293600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,90ce9ab8-88d9-4091-a68c-c95bf2e8ca48,no_churn,0.6023412,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,49,No,No,Employed,Suburban,Bachelor,1672293600
61,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,736978a2-77c7-43a2-bda9-b2b1e8214075,no_churn,0.018596029,0,no_churn,-0.0600768945258914,-0.0031066974920577,-0.0050012974358196,-0.0329152196958875,0.0001455346865805,-0.117071382018976,-0.0270136867994551,-0.0239865087357975,Female,51,No,Yes,Medical Leave,Suburban,College,1672293600
58,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,71ee4a77-e330-4ce2-99dd-995ab15df789,no_churn,0.09747001,0,no_churn,-0.11824483189368,-0.0062174047176995,-0.0195230814966635,-0.0497891254368732,0.0078230860421354,0.0321975830386691,-0.0464763596080956,-0.0487960171474514,Male,56,No,No,Employed,Suburban,College,1672293600
13,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5b3491b3-ab15-40aa-b962-8483110a302c,no_churn,0.19492364,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,71,No,Yes,Employed,Suburban,College,1672293600
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,660096e4-75b6-45bb-8ee5-86135c36aad9,churn,0.31714553,1,churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Male,68,No,Yes,Employed,Suburban,High School or Below,1672293600
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d0231afa-c05f-4bbc-8294-9227f1432c03,no_churn,0.50408864,0,no_churn,0.196741098729835,0.0413634952387474,0.0106640756652086,-0.0700926495493513,-0.108068187368699,0.123314813583047,-0.0429066648742536,-0.0383375789978526,Male,36,Yes,No,Employed,Suburban,High School or Below,1672293600
20,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8a1c2807-fd43-4ed7-b676-26c914bef538,no_churn,0.046668515,0,no_churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Male,58,Yes,No,Medical Leave,Suburban,Doctor,1672293600
68,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,67cd1e27-ec52-47bd-a43d-ebce70db00b6,no_churn,0.0037792121999999,0,no_churn,-0.0615732139970077,-0.0037424435125467,-0.0059334014421074,-0.0248948938849571,-0.0294639027682569,-0.112017803128292,-0.0135105778051183,-0.0178899169026954,Male,75,No,Yes,Employed,Rural,College,1672293600
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,9f7a42ed-44d3-4d99-b76d-7ad1c87849ff,no_churn,0.0027497057,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Male,23,No,No,Employed,Rural,Doctor,1672293600
35,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6868a65f-efb6-4ff5-9972-dd33b9834c00,no_churn,0.13019994,0,no_churn,-0.0426801722913023,-0.0069856464869735,0.0355860058263169,-0.0598509155562351,-0.0167013409619085,0.0522498944109884,-0.03431104190935,-0.0090710253665383,Male,55,No,Yes,Employed,Rural,Bachelor,1672293600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4e12dae9-225f-4992-a578-188b6c1f7413,churn,0.65706223,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,66,No,No,Unemployed,Suburban,College,1672293600
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,07d45897-2cde-4b87-986d-4125de009b2f,no_churn,0.0101875,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Female,58,No,Yes,Employed,Suburban,Master,1672293600
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,36c256d7-3e42-4863-8349-87660d99896e,churn,0.7271244,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,69,No,No,Employed,Suburban,High School or Below,1672293600
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5bf0fc8b-11dc-4841-a1a5-6bd38f674082,no_churn,0.66342926,0,no_churn,0.157524558774821,0.0665483926979141,0.0372286435608475,-0.0593348094456359,-0.0251455041677945,0.11258760075928,-0.0283062449934095,0.0046013782265345,Male,41,No,Yes,Unemployed,Suburban,Bachelor,1672293600
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8b41f78d-3528-4f1d-8355-53b7e7fb0948,churn,0.55244696,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,52,Yes,No,Employed,Rural,Bachelor,1672293600
65,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,d2e06c01-7e64-456e-b97d-fef805a5434b,no_churn,0.051558293,0,no_churn,-0.0850523641311701,-0.0036513292926792,-0.0186310717013839,-0.0327506882616944,-0.0088315763533501,0.0448461745770691,-0.0382490991945633,-0.0467061972183728,Male,56,Yes,No,Employed,Urban,Master,1672293600
53,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,792a3574-24c6-4b11-8e86-b40d7b185da4,no_churn,0.04727029,0,no_churn,-0.04159938488865,-0.0032852172678758,-0.0167547569418002,-0.0087893019848343,-0.0949879104848423,-0.0417733578776096,-0.0231880131284924,-0.0386482088451794,Female,33,No,No,Employed,Urban,High School or Below,1672293600
36,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,cb39f796-b6cc-450c-baf9-24f0272ea454,churn,0.0348109979999999,0,no_churn,-0.0245107055517382,0.0537162770215672,0.0308024041326734,-0.059148933787801,0.0459439231407031,-0.183599220834385,-0.0013049340710449,-0.0209249606991807,Male,54,Yes,No,Employed,Suburban,College,1672293600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,506acd1f-ba6e-47d2-a58b-8bdaa8d33d63,no_churn,0.577903,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,66,No,No,Disabled,Rural,Doctor,1672293600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1dbf43b3-523e-477e-889e-4d0c00ea4745,no_churn,0.29088405,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,62,No,Yes,Employed,Suburban,College,1672293600
10,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,cbf0327f-d622-4bbb-895d-0864dfffc291,no_churn,0.024981597,0,no_churn,-0.0393023157701009,-0.0081939591527589,-0.012491413544285,-0.0421354850147963,-0.000877011230159,-0.0835468120117548,-0.0332099169754019,-0.0492692388407249,Male,32,No,Yes,Disabled,Rural,College,1672293600
9,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8c10fe0c-16b6-4463-82fa-5356825b6c74,no_churn,0.106636025,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Male,36,Yes,Yes,Employed,Suburban,High School or Below,1672293600
50,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,fb37addb-ed7e-42bc-a684-ce74f38185b1,no_churn,0.023950435,0,no_churn,-0.0705031244751899,-0.0081610562367677,-0.0194693495959836,-0.0297340649818397,-0.0284104678938092,-0.0718682815535885,-0.0216009369630228,-0.0192788694269438,Female,39,No,Yes,Employed,Suburban,Bachelor,1672293600
46,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,14d9428b-2a30-4a4e-bae0-ab33a183c3da,no_churn,0.021141548,0,no_churn,-0.0502738423710343,-0.0043000403173573,-0.0035209972232041,-0.0709615463417048,-0.0229814555293887,-0.0902397255980758,-0.014663457922943,-0.0120850852921785,Female,63,Yes,No,Unemployed,Urban,High School or Below,1672293600
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6441e84d-5bf6-41a0-a5c0-7b58fe4cb26a,churn,0.3062292,1,churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Female,55,No,Yes,Employed,Urban,Bachelor,1672293600
8,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c643497c-8076-4978-82ef-e354049be91b,no_churn,0.30460954,0,no_churn,0.0828146772495347,0.094982712820738,0.0415897191783983,-0.134071267804402,0.0498938739974664,0.0681092641147711,-0.0295013871687569,-0.0428437398546384,Female,54,Yes,No,Unemployed,Suburban,College,1672293600
51,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,914839b9-9922-4330-9d2b-90604e987d27,no_churn,0.007569607,0,no_churn,-0.0660396273687638,-0.0034049672817127,-0.0195529927206644,-0.0250883524831624,-0.0334130847261349,-0.0931389571118052,-0.0137423463668164,-0.014645824857971,Female,60,No,Yes,Employed,Suburban,High School or Below,1672293600
47,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,41478bb6-e4e7-4da3-8304-293a75962f4c,no_churn,0.027372103,0,no_churn,0.0800458631899437,-0.0027042196012371,0.0378441091605236,0.075326908758634,0.0571205789029954,0.0352885994450753,-0.0033721650340885,0.0014241800902709,Male,68,No,No,Medical Leave,Suburban,High School or Below,1672293600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bee5c083-bd09-4c1f-a25f-78755e132331,no_churn,0.34748566,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,28,No,Yes,Employed,Suburban,High School or Below,1672293600
71,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,93acd7cc-9162-4df9-a2a6-3c471079edca,no_churn,0.0020975948,0,no_churn,-0.0619774255278434,-0.0035120884800926,-0.0126376503555866,-0.0204225102964755,-0.015405322987508,-0.130856964756517,-0.0107781718762907,-0.0134360182639102,Female,29,Yes,No,Disabled,Suburban,Bachelor,1672293600
21,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,caba962f-8ff7-4bd4-8de2-22a068ab90af,no_churn,0.0221946429999999,0,no_churn,-0.0628743023902916,-0.0039598475404727,-0.0156216271851371,-0.0405506256161697,0.0036937431259502,-0.0714400698487952,-0.0289665182366661,-0.0493069051876773,Female,49,No,Yes,Employed,Suburban,Bachelor,1672293600
67,No,No phone service,Medium Speed,Phone_Support,Two year,0hrs,Disabled,2ba4acf4-fafe-49d9-863b-61dbbcdc8c3a,no_churn,0.0117855985,0,no_churn,-0.0781618250147039,0.0047969034329798,-0.0006514810060616,-0.0268960144450466,0.0014197068314388,-0.118685728443161,-0.0249418277828954,-0.0259058850465771,Male,32,Yes,Yes,Employed,Rural,Bachelor,1672293600
41,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,b336e484-5fb8-4333-a934-885c3ec252f1,no_churn,0.03579974,0,no_churn,0.0277389992633288,-0.0007271172539731,0.0247377089883411,0.0375369797976418,0.0499738155357954,-0.137586275655667,-0.0244615055021131,-0.0362387544728153,Male,64,No,No,Employed,Suburban,College,1672293600
2,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5826ddf5-bbb3-4d96-89f6-307614efb95f,churn,0.39946342,1,churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Female,70,No,No,Medical Leave,Urban,Bachelor,1672293600
57,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,6c54fa07-a49e-4bd4-9b1a-2066f6c51707,no_churn,0.088922404,0,no_churn,-0.0531931746859754,-0.0047926543591893,0.0029912521702544,-0.0319939602721842,0.0077902905078735,-0.0810452429350334,-0.048828390286726,-0.0299542722720798,Female,60,No,No,Employed,Rural,College,1672293600
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4c6c2781-2c04-4ed2-a5dd-a92418ccdff1,no_churn,0.2423904,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,40,No,Yes,Employed,Suburban,Bachelor,1672293600
72,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6d8c4936-27e0-4303-8404-89c5d20b26f7,no_churn,0.0027474184,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,51,No,Yes,Unemployed,Urban,High School or Below,1672293600
48,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,458a492d-6b87-4381-a716-3f0b5f96d518,no_churn,0.06427682,0,no_churn,0.0726586581144647,0.12662051731867,0.0427278998951078,0.0329278701600378,0.10259402033199,0.0217499162497733,-0.0024217380403251,-0.005883294474047,Male,71,No,No,Employed,Suburban,College,1672293600
49,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,711c729a-1869-4671-aa04-f459df8a2c15,no_churn,0.021653019,0,no_churn,-0.0599329720556397,-0.0122882295837371,-0.0385049944698857,-0.015449301116987,0.0139345488103026,-0.0864268110655302,-0.0250166950001948,-0.04534169892926,Male,65,Yes,No,Employed,Rural,Bachelor,1672293600
55,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,69aa7d60-ee9f-45aa-9f51-3932bc1c7f3b,no_churn,0.06303902,0,no_churn,0.0549126732007971,-0.0034860587768889,-0.0008677452850497,0.0404925658965294,0.0714544543905685,-0.0099439326513038,-0.0145335558443002,-0.0170545507068709,Male,31,No,No,Employed,Rural,Bachelor,1672293600
25,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,707aea75-33be-4103-82e8-5861463c487e,no_churn,0.008460347,0,no_churn,-0.013743683262619,-0.0058150843111798,-0.0242320207825468,-0.0386922775914536,0.0052254790264487,-0.108979302986663,-0.0371273534328065,-0.0456619094760753,Male,20,No,No,Employed,Urban,High School or Below,1672293600
8,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,40de08fe-03d1-4650-ae93-333616f3608b,no_churn,0.15282042,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,54,No,No,Unemployed,Urban,Bachelor,1672293600
34,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6656c9d9-72e9-4260-a7ba-c7f708e4971b,no_churn,0.0077131195,0,no_churn,-0.0233284206505777,-0.003155304817028,-0.0613951300340886,-0.0513746969360363,0.0222460389924708,-0.0942765001161205,-0.0217627075735072,-0.0359794316035004,Male,60,Yes,Yes,Employed,Suburban,College,1672293600
70,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,bccdbd26-e297-4140-9882-5732edc5191e,no_churn,0.0082006715,0,no_churn,-0.0665233164437631,-0.0031911918201694,0.008400813602293,-0.0111752377658558,-0.0045238291834539,-0.148784206972305,-0.0191733672086047,-0.0240558163791138,Female,43,No,No,Employed,Urban,Master,1672293600
13,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,599fa8af-45ab-4f14-9d7c-080b09ecb2ea,no_churn,0.5011844,0,no_churn,0.164532030697828,0.153728068581086,0.0357781642800819,0.101907752291581,0.081734381244205,0.100403804212456,-0.0072505755724978,-0.0298597690267797,Male,75,Yes,Yes,Unemployed,Urban,High School or Below,1672293600
2,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c3ecf4c6-9689-4880-91c3-6d44a77da6ea,no_churn,0.1452136,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Female,28,No,Yes,Unemployed,Suburban,Bachelor,1672293600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8076e63e-c6c0-4173-817f-5ec240329100,no_churn,0.5930461,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,69,Yes,No,Unemployed,Urban,High School or Below,1672293600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c6c778ac-c36b-4f3c-bdc4-f19905b88a8c,no_churn,0.17216201,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,22,No,Yes,Disabled,Rural,Bachelor,1672293600
13,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a6169d3b-26b9-44c0-9797-f4f5711af1aa,no_churn,0.08693257,0,no_churn,-0.0178140200455527,-0.0187674522543238,-0.108693351608126,-0.0727052824979546,0.0137763469786477,0.0546583069186635,-0.0498598005484746,-0.0696208965484766,Female,34,Yes,Yes,Employed,Suburban,High School or Below,1672293600
4,Yes,Yes,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,bdc7c962-0801-41f1-b241-1dc740a25d6b,no_churn,0.06719261,0,no_churn,0.0509885274162911,-0.0035589601484116,0.0025779006951643,-0.0420341662627424,-0.0023886900699153,-0.145938101433987,-0.0351049872947896,-0.039853387681569,Female,74,No,Yes,Employed,Suburban,Master,1672293600
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ec48ff6-28f1-4f64-94d7-99a082870e84,churn,0.16901347,1,churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Female,48,No,Yes,Unemployed,Suburban,High School or Below,1672293600
54,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,1ef16220-02ab-48ac-ae12-770751745862,no_churn,0.02022138,0,no_churn,-0.0566006454715352,-0.0040438738444572,-0.0157436295659863,-0.0294510382926455,0.0139660028203252,-0.0984385596989341,-0.0328036094437266,-0.0459107987694369,Male,74,No,Yes,Unemployed,Rural,Bachelor,1672293600
17,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,e93cdddf-a4f6-4a3b-81c3-832c2c7a91de,no_churn,0.014048547,0,no_churn,0.0511999041047784,-0.0039829975536122,-0.034229548493131,-0.0204652594640902,0.0026771734088652,-0.199583763848223,-0.0332560582847872,-0.0313856032145849,Male,48,No,No,Unemployed,Rural,Bachelor,1672293600
50,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,05f954c2-26f6-4e64-a42f-82e07a450901,no_churn,0.0070916014,0,no_churn,-0.0388266252286848,-0.0037288262194124,-0.015952306935469,-0.0404926839947074,0.0106697552584046,-0.114010126032317,-0.0279782349654851,-0.0387071045168704,Female,69,No,No,Unemployed,Suburban,College,1672293600
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,cd89ed6c-7e3a-4d04-97bc-5fe0aaa04090,no_churn,0.012616511,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Female,28,No,No,Unemployed,Suburban,College,1672293600
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e14210d-6577-4a09-a572-8525f410007e,no_churn,0.15491341,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Female,65,No,No,Employed,Suburban,Bachelor,1672293600
34,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,273743ef-070f-4026-a0ec-82ad99fce3cd,churn,0.5947025,1,churn,-0.076865003302073,-0.0031379485686557,0.0650948748259543,0.0785698375057654,0.107886237540624,0.114259650736749,0.0849810708834957,0.104923227397576,Female,56,Yes,Yes,Employed,Urban,Bachelor,1672293600
10,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,90e7c4ca-42c0-48d0-a502-37b8588c610c,churn,0.8482251,1,churn,-0.025409056326107,-0.0069291688719386,-0.0615808934171582,-0.120253936059326,0.0280941454403819,0.0657834707652955,0.0229550544393168,0.0818499479210368,Male,78,Yes,Yes,Employed,Suburban,Bachelor,1672293600
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Active,762b8401-b134-4437-b5a2-7102d03f2e9c,no_churn,0.008093952,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,48,No,Yes,Medical Leave,Rural,High School or Below,1672293600
4,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,98680b78-01b9-4dd4-989f-f8df9f997f21,churn,0.7631123,1,churn,0.205042571787826,0.0006132227561829,0.0638062716208787,-0.048334313094765,0.0942198751211981,0.139695028156293,0.0788432130663659,0.104587984315285,Female,21,Yes,No,Employed,Suburban,High School or Below,1672293600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,bb84a297-ed40-420b-ad50-15ebe8046f51,churn,0.8635287,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Female,63,No,No,Employed,Suburban,Bachelor,1672293600
23,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7aaca484-f664-4582-9fb1-db38c0fea2dd,no_churn,0.4937128,0,no_churn,-0.0995708973167529,-0.0072334596966175,-0.0818801369760694,0.122448578742042,0.10963651668535,0.0727857867321836,0.0950773791906431,0.0997100800802945,Male,39,Yes,No,Unemployed,Suburban,High School or Below,1672293600
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,70410a45-3481-49f9-a568-c08c07b480ac,no_churn,0.44154927,0,no_churn,-0.156112990187394,-0.0034756599104002,-0.0409730818806747,-0.0387758422576189,-0.034747756920351,0.0471651417720749,0.0060331112365383,0.0511228319727524,Male,65,Yes,Yes,Employed,Rural,Bachelor,1672293600
16,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5f6d0ce4-a1a9-42d1-8c88-1abcd23bd5e0,no_churn,0.5486825,1,churn,0.0929035650369769,-0.0056466418072523,0.104161506290202,-0.0177454087463866,0.14251007961564,0.0913348204246995,-0.0107384920757613,0.0167420448855409,Male,65,No,Yes,Unemployed,Urban,High School or Below,1672293600
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,efbc789d-f264-4bb2-94a1-dd9dcf115066,churn,0.84959865,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Male,27,Yes,No,Unemployed,Suburban,High School or Below,1672293600
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,9bcd2d37-44c9-42a4-97b5-457048585704,no_churn,0.42635074,1,churn,-0.21096781401915,-0.0042085548987961,-0.0398239406687935,-0.0070100509161056,0.0665381268027158,0.0240741488534877,-0.0261674395639602,0.0085393746917179,Female,20,Yes,No,Unemployed,Suburban,College,1672293600
3,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,267d3b8a-fe50-4f58-8406-0975da6cafff,no_churn,0.8209489,1,churn,0.0334945135375846,-0.0064527368945891,0.0792038611464704,-0.121471353594006,0.0122834568925236,0.0793863784076347,0.0064445731847081,0.0100097633866607,Male,66,Yes,No,Employed,Suburban,Bachelor,1672293600
23,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Active,72476c93-0b0d-4f92-b3dd-961b8f263d00,no_churn,0.22627974,0,no_churn,-0.0802149317848943,-0.0060506350035575,-0.0382567269072569,-0.0091297254901564,0.0407048502592988,-0.0561408750118471,0.0030890195216943,0.0494728735597436,Female,60,No,No,Employed,Suburban,High School or Below,1672293600
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fbfe0225-11fd-42d2-9c01-7d6ccfc6d04d,no_churn,0.5339555,0,no_churn,0.104749153444036,-0.0047621005482506,-0.062659696753144,0.0244892924616488,0.0985809887047616,0.116442722075117,0.126573168537252,0.0974571515629759,Female,63,No,No,Unemployed,Suburban,Bachelor,1672293600
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3945ea40-07d0-4d7d-9e6c-6a5d1cc979b9,churn,0.4960468,1,churn,0.0739809001272078,-0.0065462340905287,-0.0369972571093967,-0.0518906091660756,0.071678873703513,0.104230803614573,0.0318017795142986,0.0357155957359282,Female,21,No,No,Medical Leave,Urban,High School or Below,1672293600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a43e5cc4-e9fc-4f3c-bef7-b9e0ce2a19e3,churn,0.89101756,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Female,23,No,Yes,Employed,Suburban,High School or Below,1672293600
35,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f83801db-dfee-428e-bd3f-9881429754b9,no_churn,0.3872504,0,no_churn,-0.129636869642536,-0.0027844418523454,0.0870976932088524,-0.0321056876545571,0.0517394164050347,0.0833895556620518,0.125037050298888,0.0642490460147837,Female,67,No,No,Unemployed,Suburban,Bachelor,1672293600
8,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,58bbca43-0fc1-437b-ab8a-db94192df00d,churn,0.6378767,1,churn,0.183180192580266,-0.0032715991190889,-0.0227439127129764,-0.0187353135917419,0.178214642538642,0.135706490557113,0.127015796093383,0.100940891007513,Female,60,Yes,Yes,Employed,Suburban,College,1672293600
25,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7285be48-10f6-4607-94ae-e158014ae53a,churn,0.44305873,1,churn,-0.114828998800267,-0.0047259073110399,0.026488558342271,-0.133823617184207,0.0464680450146261,0.0473533251543813,-0.0993366241126386,0.0333790648447757,Male,66,No,No,Employed,Suburban,College,1672293600
59,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,8f8d35a4-7fd2-4a85-b2ba-60b1652a8f28,no_churn,0.31641865,0,no_churn,0.0793936727872642,-8.85994046075212e-05,0.023749964281269,0.0337321266621074,0.123709996200814,-0.094257085839572,0.108973418875339,0.098843699497811,Female,31,No,Yes,Employed,Suburban,College,1672293600
5,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,49ccdb81-7269-42fa-8e68-74e5ccb28b1c,churn,0.8286744,1,churn,0.192375746829734,-0.0003937981851413,0.0051006631527525,0.0762994020469159,0.124863239242923,0.13056874165698,0.0323049477269114,0.0598549102940523,Female,69,No,Yes,Employed,Suburban,High School or Below,1672293600
28,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,409dbdeb-88b9-4f91-bef7-153bf7334e6a,churn,0.3834819,1,churn,-0.068342487944592,-0.0029872844259625,-0.0822124694034937,-0.0009418763066605,0.0672560018542026,0.0356498170793929,0.0931471765135938,0.0889525921435415,Female,22,No,No,Employed,Suburban,Bachelor,1672293600
20,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e5e91d0a-72ad-42b4-a63f-76fe7733f5a9,churn,0.5025631,1,churn,0.0637334912130518,-0.00244601718794,0.0459687253277752,0.0579139809128628,0.150772037362794,0.114817562653607,0.161718965440705,0.118495114232892,Female,51,No,No,Unemployed,Suburban,Bachelor,1672293600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1149aed0-23df-4ac3-b6d1-5e8b3122d3ee,churn,0.6403845,1,churn,0.213748895135359,-0.0035264634110353,-0.0327107734597575,0.141968572530277,0.0662231502260419,0.141772432101097,0.150105173980428,0.053392866502736,Male,59,No,Yes,Disabled,Suburban,College,1672293600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,1fa392b1-df09-4e64-b853-c76bc67b2591,churn,0.23190065,1,churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,42,Yes,Yes,Employed,Rural,High School or Below,1672293600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,512094aa-02a1-4d29-b44c-11b474cfe72f,churn,0.6998674,1,churn,0.13228871870213,-0.0043882521816158,-0.0189570519678727,-0.0109175048581255,0.0609130537229975,0.128542314417937,0.0444247933512633,0.0691034998859322,Male,24,No,No,Medical Leave,Suburban,High School or Below,1672293600
51,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,4d2f7d99-dd6d-4980-af9f-a8169c61978c,no_churn,0.14529645,0,no_churn,-0.149497526611949,-0.0022136450690595,0.0414037240795096,0.0092075044811826,0.0121926492730653,-0.156312343964992,-0.0109793879037351,-0.0028271276285886,Female,63,No,Yes,Employed,Urban,Master,1672293600
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,bc003c8c-2500-4cfe-bb8b-49d053017c0b,churn,0.51077986,1,churn,-0.0003198409467677,-0.0024247903131799,0.0268921183213296,-0.0147860162868164,0.115267064164436,0.106008241790114,0.103185778320403,0.0705560643692115,Male,49,No,No,Employed,Suburban,College,1672293600
28,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a674115b-3a88-4f44-b01d-fb98373500df,churn,0.64801335,1,churn,0.0685792221102565,-0.0018893735200572,0.134263681399748,0.112813698734103,0.0791257213171229,0.147128606076499,0.078506553377174,0.102945748574912,Male,79,Yes,No,Unemployed,Suburban,Bachelor,1672293600
68,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4f68f870-85b5-477d-a3a6-e90779b570e5,churn,0.52623564,1,churn,-0.205186340267364,-0.0035335259316843,0.0410949640191984,-0.0007604760665572,0.0290233094490849,0.0554457640622922,-0.0405044750493925,0.0650612955479664,Male,28,Yes,Yes,Employed,Suburban,Master,1672293600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,fa61d845-52a6-4a98-91dc-c70dbe779b9a,churn,0.77585906,1,churn,-0.0054282924205745,-0.0063060571992537,-0.122160037048188,-0.0863553696856615,-0.0135464152424174,0.062715613692435,-0.0733302148503207,-0.0079487123384205,Male,43,Yes,No,Unemployed,Suburban,High School or Below,1672293600
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b0946e45-e4d8-40e3-9764-5e0fc4cda163,churn,0.61348426,1,churn,-0.0090010468037053,-0.0016474712232411,0.114026984789525,0.0276920400368544,0.0419136140024238,0.117733812329916,0.058482582644483,0.0020828655753211,Female,24,No,No,Employed,Suburban,Doctor,1672293600
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e1da4803-0759-40a7-bb78-38198b9ab6d7,no_churn,0.5567283,0,no_churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Male,68,No,Yes,Unemployed,Urban,College,1672293600
66,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,fcd059cb-c9c7-46e1-8fdd-94ff2db49063,churn,0.34907407,1,churn,0.0319723013161183,-0.00069091482379,0.0846791884407684,0.0845735278622942,0.0426543664333894,-0.0251694006358593,0.1221770980976,0.0607776880071651,Male,70,Yes,Yes,Employed,Urban,Bachelor,1672293600
42,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,17512d87-d888-4062-8a8c-0e59e28e9611,no_churn,0.4143293,0,no_churn,-0.0785707152290524,-0.0057371634041919,-0.0604403438137705,0.0275729925321138,-0.0017417973756892,0.0542685747987889,-0.0780922696800007,-0.070285427583949,Female,57,Yes,Yes,Unemployed,Suburban,College,1672293600
33,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,e578655f-2cd6-41bf-bb63-7d8b90af7dcc,churn,0.26285633,1,churn,0.0232496953728514,-0.0010267313008444,0.0110475273588599,0.0426882188665695,0.0229690241478783,0.0153415955818309,-0.0115285518932614,0.0082330749893299,Female,45,No,No,Unemployed,Suburban,Bachelor,1672293600
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f698fd55-6c5d-4ca4-b6ef-f9cc23ffb08a,no_churn,0.4608083,0,no_churn,-0.101102424445571,-0.0064284702968871,-0.0947367145851058,0.0241070741613657,-0.0003633258269837,0.0527910214691473,-0.0535379434321839,-0.0537553671722707,Male,20,Yes,No,Employed,Rural,College,1672293600
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d338ac54-b3e5-4a29-8466-31fc21f5aa54,no_churn,0.6365417,0,no_churn,-0.0884118291544928,-0.0022407766319702,0.052542001416632,-0.0099640085516512,0.0116840919439073,0.0920214692919762,-0.0123601977661473,0.0500721482521476,Male,22,No,Yes,Employed,Suburban,High School or Below,1672293600
71,Yes,No,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,4efcd8c9-d3a3-4e13-a35f-c9b8a7db98d0,no_churn,0.012198953,0,no_churn,-0.113003475640144,-0.0025994710942177,-0.0764142555207217,0.0090962694564223,0.0283309233375257,-0.121071552481444,0.0342460647619736,0.0434012503500707,Female,59,No,No,Employed,Suburban,College,1672293600
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,aaf4dd07-dffa-4552-aa22-d6d2788013e0,churn,0.5328505,1,churn,-0.109521766768348,-0.0025645280625394,0.0145169460338092,0.0232330098224156,0.0243390476230524,0.0881119714393571,0.0075253356056146,0.0303338360140696,Female,26,No,Yes,Employed,Suburban,Bachelor,1672293600
64,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,f5a4ad43-8c45-4ac4-b084-7efb54e467aa,no_churn,0.07653895,0,no_churn,-0.174488986602291,-0.0022902660341424,0.0101090094778737,0.005727002063877,0.0157959634690359,-0.143630144647414,0.0140615110821272,0.0256897596298404,Male,72,No,Yes,Employed,Suburban,Bachelor,1672293600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4082a6ca-74a7-4407-8a67-371232ef14d1,no_churn,0.56272495,0,no_churn,-0.0451605726160687,-0.0039344148663076,-0.0471164907068941,-0.0084671044094102,-0.0458946254144029,0.0644207234913665,-0.0395820817158892,0.0267084148528465,Male,51,Yes,No,Disabled,Urban,Bachelor,1672293600
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,64ad5205-3e68-4de5-af54-f7db9dcc96bd,churn,0.4424365,1,churn,-0.0442273047195976,-0.0020008695254,-0.0534776920915283,0.0499985741033924,0.0380153906167834,0.0447249848944011,0.0410927310829538,0.0146575641224262,Male,50,No,No,Unemployed,Urban,Doctor,1672293600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c0bf19cc-ef75-45c7-9fdf-24c9c41bae69,churn,0.5055728,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,49,Yes,Yes,Employed,Rural,Bachelor,1672293600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7b4eda13-ca04-4753-9eb6-bd6768043b2c,churn,0.555974,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,40,No,Yes,Employed,Rural,Bachelor,1672293600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,97981586-65d0-4223-9566-2506eb924d73,no_churn,0.5576662,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,73,No,Yes,Unemployed,Suburban,High School or Below,1672293600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,42f9e33f-7276-4850-bed6-319d803fd1e2,churn,0.82470524,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,80,Yes,Yes,Disabled,Suburban,Bachelor,1672293600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ce55b241-cc36-493f-aaea-e4fc0a796e89,churn,0.697126,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,40,Yes,No,Employed,Urban,College,1672293600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,17a6119b-91a4-4cf1-b4f1-588379dfda04,no_churn,0.42748544,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,65,Yes,No,Employed,Rural,Bachelor,1672293600
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9876f58d-c6a9-4c9a-b108-086c0fe3c795,churn,0.24917097,1,churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Female,53,No,No,Unemployed,Suburban,College,1672293600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef535742-5937-4071-93c5-71c2ee75a9fc,churn,0.8770125,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,70,No,Yes,Employed,Suburban,Bachelor,1672293600
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,40d50fa2-5dc2-44e0-ac1e-5238c6121d99,no_churn,0.2857294,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,20,No,Yes,Employed,Urban,Master,1672293600
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e16e97ab-ef6b-4b42-8bd6-c29970d19bea,churn,0.5067098,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,63,No,No,Employed,Suburban,College,1672293600
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,09f9a181-63e2-49aa-92c4-d60a37e48350,no_churn,0.60991365,0,no_churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Female,72,No,Yes,Medical Leave,Suburban,College,1672293600
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a857bb14-723e-400d-a2a1-e9c25d5aa3b6,no_churn,0.40082768,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,32,No,No,Employed,Suburban,College,1672293600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a27b165b-0e32-4eee-bc66-687a28e3fd0c,no_churn,0.78616977,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,32,No,Yes,Employed,Suburban,College,1672293600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ddb4a860-ae78-44d0-bc98-7b32edef0eb3,no_churn,0.5127239,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,26,No,No,Employed,Suburban,Bachelor,1672293600
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,003c7634-c65d-4016-b689-e5a1deb52101,churn,0.5050786,1,churn,-0.198403172116819,-0.0040427815598559,0.0307451330072399,0.0245059451791166,-0.0118277738306187,0.0530707641951039,-0.0068371949322954,-0.0053954226944279,Female,43,Yes,No,Retired,Suburban,High School or Below,1672293600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,406eae9a-4f39-4891-91fc-8ef9c8242f9d,no_churn,0.4866491,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,58,Yes,Yes,Unemployed,Suburban,High School or Below,1672293600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,31565bbf-113e-481d-92d7-c4b61830f6b2,no_churn,0.014684103,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,41,Yes,Yes,Medical Leave,Suburban,Bachelor,1672293600
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3dad26d4-0a74-4ecf-a2ea-d7fc33fcb606,churn,0.45294878,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,49,Yes,Yes,Employed,Suburban,College,1672293600
50,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ccc890f-e0e1-447a-a2b5-7d7a3c5a4ce2,churn,0.46044925,1,churn,-0.0066585497038977,-0.0008130098671608,-0.0718743094865021,0.112656243458223,0.0839133090405812,0.0947402195979702,-0.0066407281624924,0.003150679102946,Female,77,No,Yes,Unemployed,Suburban,High School or Below,1672293600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ee44f189-d983-4fd2-aeaa-1b6d3a0d18ba,churn,0.8356039,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,61,No,No,Employed,Urban,High School or Below,1672293600
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,509e415e-d8dc-46a7-8f1d-0b3fe1d33c5e,no_churn,0.24841616,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Male,63,No,Yes,Unemployed,Urban,Bachelor,1672293600
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd43e6ef-2175-4a4b-88be-c4e75661112b,no_churn,0.56730324,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,49,No,No,Unemployed,Urban,Bachelor,1672293600
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,7ccf854a-e804-46c2-81bb-7ceb41c32d6b,no_churn,0.015196262,0,no_churn,-0.11885657376386,-0.0029762253873923,0.0088009920389822,0.0359663603514854,-0.0045585866372039,-0.116831341104844,-0.0247926071741312,-0.0457781697520113,Male,47,No,Yes,Employed,Suburban,Bachelor,1672293600
54,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,89d50bf5-f673-459d-b808-74fec0ed36ee,no_churn,0.14323631,0,no_churn,-0.0589332183902615,-0.0047108370465139,0.0064155163764871,0.0129503681160076,0.0151971601504328,-0.126054109435495,-0.0484187221759111,-0.0654723096339603,Male,61,Yes,Yes,Employed,Suburban,College,1672293600
70,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,ad64bc18-05b2-487f-a930-01640e97475c,no_churn,0.0724216999999999,0,no_churn,-0.0992561159567776,-0.0026549822606102,0.0155402375539961,0.0410876470220864,-0.056391350690128,-0.11100219567868,-0.0228952278047108,-0.0284541633830303,Male,67,Yes,Yes,Employed,Suburban,Bachelor,1672293600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7f79738c-8fdd-4675-8610-f527d714e10e,churn,0.87906355,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,62,No,No,Employed,Suburban,College,1672293600
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8cae8b3e-f92d-48f5-ba55-71437bade400,churn,0.5441376,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Female,60,No,No,Disabled,Suburban,College,1672293600
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dca6c492-3417-4e93-bbb1-a75219d7e706,no_churn,0.6236136,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,48,No,Yes,Employed,Suburban,Bachelor,1672293600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d1c0d02e-508a-42c0-aa93-25d3a4cb028d,churn,0.75135773,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,69,No,No,Employed,Urban,Master,1672293600
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2b05b7e7-40fd-4260-ad6f-769dab5ab39a,no_churn,0.413691,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,79,No,No,Employed,Suburban,High School or Below,1672293600
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fbd6352f-fdcb-4227-8716-ae001c65214d,no_churn,0.38668168,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Female,26,No,Yes,Unemployed,Suburban,College,1672293600
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e183a69-5b19-4dea-8e9a-18a392b09346,no_churn,0.61482996,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,45,No,No,Unemployed,Suburban,Master,1672293600
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5ac72542-8be4-4120-a22f-88800fc42d69,churn,0.37107053,1,churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,42,No,Yes,Unemployed,Suburban,Bachelor,1672293600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2ee672ca-d10a-4c60-bdfa-88a801d31c31,churn,0.75846833,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,31,Yes,Yes,Employed,Suburban,College,1672293600
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,ea4f438f-a8ae-4cf5-a789-7bdf4b6d69af,no_churn,0.017179536,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Female,74,Yes,Yes,Unemployed,Rural,College,1672293600
53,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,645dbd74-10ac-424d-a533-7dbd1ff7e9fe,no_churn,0.04727029,0,no_churn,-0.04159938488865,-0.0032852172678758,-0.0167547569418002,-0.0087893019848343,-0.0949879104848423,-0.0417733578776096,-0.0231880131284924,-0.0386482088451794,Male,29,Yes,No,Medical Leave,Urban,Master,1672293600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6cb4a8bc-0682-4684-92b4-4eef6fc4032a,no_churn,0.577903,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,79,No,No,Employed,Suburban,College,1672293600
43,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,f1ac91cc-a534-4504-9127-7807e106373a,no_churn,0.017502135,0,no_churn,-0.0221821889125976,-0.0018819955905564,-0.0222866241625024,-0.0303870469236926,-0.0372136229593661,-0.191566202477084,0.0307770460341453,0.0307144827426145,Female,55,Yes,Yes,Employed,Urban,Master,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7463161d-cf6e-419f-9119-2280bc63abf0,no_churn,0.13791518,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,55,Yes,No,Disabled,Urban,Bachelor,1672293600
11,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,4e153b04-d9be-4e25-8742-546f22f657a3,no_churn,0.17166288,0,no_churn,-0.0598157729809918,-0.0134190785307509,-0.0920604047364031,-0.0624570975012193,-0.142080118805334,0.0549741100825485,0.0424797028551256,0.0033525079400533,Male,76,No,Yes,Employed,Suburban,College,1672293600
21,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,03607632-d60e-4be2-90b5-74587cad5e85,churn,0.25816357,0,no_churn,-0.0516242748681179,-0.0908244195884799,-0.0305202937612102,-0.0414916235011969,-0.0096303034090396,0.06251394698892,-0.0380215740660332,-0.0594276084776629,Female,60,No,Yes,Employed,Suburban,College,1672293600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d0331c9-2008-4d18-8fc8-62faa03dc5d2,no_churn,0.5930461,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,56,No,No,Employed,Suburban,Master,1672293600
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,08ef59c4-36ca-492c-8825-b1ff45c1e68d,no_churn,0.12768878,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Female,42,No,Yes,Employed,Suburban,College,1672293600
53,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,3579b4b4-3340-4c11-880b-245ff4d62f23,no_churn,0.0340891029999999,0,no_churn,0.0331684969677189,-0.0013620556595378,0.0082643672931772,0.0199291697379339,0.0622219237020726,-0.105033873246666,-0.0135149447639923,-0.0424358850005955,Female,20,Yes,No,Employed,Rural,High School or Below,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,72a00474-6016-48a9-844b-46d2146c4d77,no_churn,0.13791518,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,72,No,No,Employed,Suburban,College,1672293600
10,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8973cade-87b4-4cb4-bc97-d1ac7635e249,churn,0.8482251,1,churn,-0.025409056326107,-0.0069291688719386,-0.0615808934171582,-0.120253936059326,0.0280941454403819,0.0657834707652955,0.0229550544393168,0.0818499479210368,Male,50,No,No,Employed,Suburban,College,1672293600
51,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,5d91691a-18c6-499a-9cb5-9af3422e26b1,no_churn,0.007569607,0,no_churn,-0.0660396273687638,-0.0034049672817127,-0.0195529927206644,-0.0250883524831624,-0.0334130847261349,-0.0931389571118052,-0.0137423463668164,-0.014645824857971,Male,65,No,No,Employed,Suburban,High School or Below,1672293600
71,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,de132f19-3704-4a4e-b9b7-111300d29d03,no_churn,0.0020975948,0,no_churn,-0.0619774255278434,-0.0035120884800926,-0.0126376503555866,-0.0204225102964755,-0.015405322987508,-0.130856964756517,-0.0107781718762907,-0.0134360182639102,Male,68,No,No,Employed,Suburban,High School or Below,1672293600
38,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,2a6ba07d-00dd-437c-bd3f-dd6e8dca96ca,no_churn,0.27566785,0,no_churn,-0.10574293097483,-0.0027490001151363,-0.0526688363510584,0.0249180102342688,-0.0159219639812545,-0.117209928997236,-0.0123255493806846,0.0126740466978662,Male,35,No,Yes,Employed,Suburban,Doctor,1672293600
36,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,6fa9e655-8f2e-4d29-99ed-90f47d4ea225,churn,0.0348109979999999,0,no_churn,-0.0245107055517382,0.0537162770215672,0.0308024041326734,-0.059148933787801,0.0459439231407031,-0.183599220834385,-0.0013049340710449,-0.0209249606991807,Female,69,No,No,Employed,Suburban,High School or Below,1672293600
69,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,12fb8576-b7b2-46ea-a4fd-19668fd71fa8,no_churn,0.15764715,0,no_churn,-0.0329620044765215,-0.0021960542242595,-0.058203565082349,0.0347879822769209,0.0162582321365334,-0.0955044841655035,0.0968541169638138,0.0566062958726797,Male,40,No,Yes,Employed,Suburban,High School or Below,1672293600
51,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,911bd4ba-2193-4c76-8d7f-c10eab52f3c2,no_churn,0.007569607,0,no_churn,-0.0660396273687638,-0.0034049672817127,-0.0195529927206644,-0.0250883524831624,-0.0334130847261349,-0.0931389571118052,-0.0137423463668164,-0.014645824857971,Female,37,No,Yes,Employed,Suburban,Bachelor,1672293600
69,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,5f03e9ab-74f6-4c44-a92a-ab5aefa02872,no_churn,0.028621228,0,no_churn,-0.0499034033338739,-0.0035173423161359,-0.002951395732889,-0.0289424458859866,-0.0339560852141767,-0.113720932364504,-0.0160550353610051,-0.0179795129582089,Female,40,No,Yes,Employed,Suburban,College,1672293600
67,No,No phone service,Medium Speed,Phone_Support,Two year,0hrs,Disabled,ed3c6f96-a9ae-46c0-8049-667948dbb3e0,no_churn,0.0117855985,0,no_churn,-0.0781618250147039,0.0047969034329798,-0.0006514810060616,-0.0268960144450466,0.0014197068314388,-0.118685728443161,-0.0249418277828954,-0.0259058850465771,Male,55,No,Yes,Unemployed,Urban,College,1672293600
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,88a5df44-b41e-4d07-906e-a5471e5986b4,no_churn,0.29960686,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Male,38,No,Yes,Employed,Suburban,Bachelor,1672293600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cd305b88-c977-4ffc-9c09-c627e2280497,churn,0.6403845,1,churn,0.213748895135359,-0.0035264634110353,-0.0327107734597575,0.141968572530277,0.0662231502260419,0.141772432101097,0.150105173980428,0.053392866502736,Female,73,No,Yes,Employed,Rural,High School or Below,1672293600
72,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,e686f7cc-154d-4a87-8b5e-a73e3cfddd41,no_churn,0.0027474184,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Male,57,No,Yes,Employed,Suburban,Master,1672293600
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ea1d40ab-b4ae-4041-afe2-4182684fd02e,no_churn,0.413691,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,47,No,Yes,Employed,Suburban,College,1672293600
56,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,293eeadb-5f5b-47c0-afeb-65ce1a2b93d5,no_churn,0.09288084,0,no_churn,-0.0639422631564593,-0.0124565569189508,3.9808391356928e-05,-0.0478751841267876,-0.0901125729861269,-0.0884049241618231,0.0079557155246038,0.0357698240820718,Male,77,No,No,Medical Leave,Suburban,College,1672293600
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c9cae693-3e7b-4b1f-a817-bec0cf46b036,no_churn,0.106636025,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,80,No,Yes,Unemployed,Suburban,High School or Below,1672293600
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,661b74fb-63c3-4be9-9647-30b4806582e8,no_churn,0.44154927,0,no_churn,-0.156112990187394,-0.0034756599104002,-0.0409730818806747,-0.0387758422576189,-0.034747756920351,0.0471651417720749,0.0060331112365383,0.0511228319727524,Male,48,No,Yes,Employed,Urban,High School or Below,1672293600
54,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,d759db44-a53d-4a88-9da2-5a02aa1aa4f7,no_churn,0.02022138,0,no_churn,-0.0566006454715352,-0.0040438738444572,-0.0157436295659863,-0.0294510382926455,0.0139660028203252,-0.0984385596989341,-0.0328036094437266,-0.0459107987694369,Male,56,No,No,Unemployed,Suburban,College,1672293600
48,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,4168640f-74cf-4c95-8f8e-7eef52225813,no_churn,0.06427682,0,no_churn,0.0726586581144647,0.12662051731867,0.0427278998951078,0.0329278701600378,0.10259402033199,0.0217499162497733,-0.0024217380403251,-0.005883294474047,Female,70,No,Yes,Unemployed,Suburban,High School or Below,1672293600
50,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,1bcc00d6-7891-4dc8-b748-4bef77d01656,no_churn,0.009335145,0,no_churn,-0.0503550997432012,-0.003298300612987,-0.0180264493907543,-0.030362022846275,-0.037993152602894,-0.100900474651171,-0.0138458332221489,-0.0142448199972841,Male,21,No,No,Unemployed,Suburban,Bachelor,1672293600
23,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,ecf9f387-1b58-4e25-a552-ff976392be50,churn,0.47304708,1,churn,-0.170431171718647,-0.0049727713903666,0.0842815571314986,-0.0791761001927443,0.0041664800705802,0.0118615350507116,0.0068605841599674,-0.0199495970040879,Male,34,No,No,Employed,Suburban,High School or Below,1672293600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,9d4c50ca-52c1-47c2-9574-8a8923ddf261,no_churn,0.05013333,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Male,50,No,Yes,Unemployed,Suburban,Bachelor,1672293600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0b69f8dd-3fc9-45f2-97fd-3e38f3cef981,churn,0.6403845,1,churn,0.213748895135359,-0.0035264634110353,-0.0327107734597575,0.141968572530277,0.0662231502260419,0.141772432101097,0.150105173980428,0.053392866502736,Male,44,Yes,Yes,Disabled,Urban,College,1672293600
33,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,97cd5c9b-9266-4661-b507-acd48a04aafc,no_churn,0.040783506,0,no_churn,-0.0445649450601922,-0.0035125089124267,-0.0193891040825201,-0.0484668682755545,-0.0314282530708078,-0.0668400103524254,-0.0237915245553449,-0.0310329388808077,Male,52,Yes,Yes,Unemployed,Suburban,High School or Below,1672293600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,64e341e3-c2e9-4b85-aa53-70a9ff4f7027,churn,0.8635287,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Female,38,No,No,Unemployed,Rural,Bachelor,1672293600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,165fb253-4a0e-45cf-a9c7-6f5d78099724,no_churn,0.42748544,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,41,Yes,Yes,Unemployed,Rural,High School or Below,1672293600
53,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d659352c-0595-4a0e-9e99-db68f26b9d1e,no_churn,0.12851942,0,no_churn,-0.198965169612447,-0.004016066639715,-0.0132421009741028,0.0005942237883846,0.0430845718354612,0.0724427008689235,-0.0627614781384909,-0.0061628311544609,Male,60,No,Yes,Employed,Urban,Bachelor,1672293600
23,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,447c392e-b889-4f70-a847-9864b7bebabd,no_churn,0.47304708,1,churn,-0.170431171718647,-0.0049727713903666,0.0842815571314986,-0.0791761001927443,0.0041664800705802,0.0118615350507116,0.0068605841599674,-0.0199495970040879,Male,43,No,Yes,Employed,Suburban,High School or Below,1672293600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6c59bbc3-e89b-441d-b86e-85335b9e31e2,churn,0.77585906,1,churn,-0.0054282924205745,-0.0063060571992537,-0.122160037048188,-0.0863553696856615,-0.0135464152424174,0.062715613692435,-0.0733302148503207,-0.0079487123384205,Male,48,No,Yes,Employed,Urban,Doctor,1672293600
36,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,b5227569-ae4a-4b3c-9999-a98dad2f8c10,churn,0.0348109979999999,0,no_churn,-0.0245107055517382,0.0537162770215672,0.0308024041326734,-0.059148933787801,0.0459439231407031,-0.183599220834385,-0.0013049340710449,-0.0209249606991807,Female,55,Yes,Yes,Employed,Suburban,High School or Below,1672293600
21,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,6d102325-342e-4b42-997e-12ebf74999e1,no_churn,0.10501496,0,no_churn,0.0015202394137668,-0.0016801516715895,0.0674458751496422,0.0142081439367393,0.0964018633175874,0.0336824582007557,0.116334402598732,0.0870610244702947,Female,39,Yes,Yes,Unemployed,Urban,High School or Below,1672293600
17,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,97a930b5-8a5e-4d93-83a0-d9351e23f807,no_churn,0.014048547,0,no_churn,0.0511999041047784,-0.0039829975536122,-0.034229548493131,-0.0204652594640902,0.0026771734088652,-0.199583763848223,-0.0332560582847872,-0.0313856032145849,Female,55,Yes,No,Employed,Suburban,Bachelor,1672293600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f41f5c2d-a5c3-4441-9640-e49093bee56f,no_churn,0.34748566,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,48,Yes,Yes,Unemployed,Rural,College,1672293600
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,3c86e52f-6a5f-416d-999c-262aadd21635,no_churn,0.09910442,0,no_churn,-0.255560603219114,-0.0043220837727676,0.0094952544664556,0.017823549242621,-0.0095947691254605,0.0283108767344629,-0.013957502600424,-0.0184986491153631,Female,52,No,Yes,Unemployed,Urban,Bachelor,1672293600
17,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7ca95b3b-1d63-488d-8e4e-8a355857e561,churn,0.14351316,1,churn,0.290018796136019,0.0059465726086637,0.0735731499862777,0.0717384225793102,0.0410727621164369,0.149680576274532,-0.0036186552770686,0.0246268054285974,Male,67,No,No,Medical Leave,Urban,High School or Below,1672293600
17,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b7ceffbd-4c70-46ea-b65b-1f77b7e2927f,no_churn,0.4033281,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,24,No,No,Unemployed,Suburban,Bachelor,1672293600
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3a834e2c-21a9-41ff-8a30-89cdf09badfd,no_churn,0.15778665,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Female,76,No,Yes,Unemployed,Suburban,Bachelor,1672293600
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,e37da42d-df63-4ab5-8872-88113294a1fc,no_churn,0.015196262,0,no_churn,-0.11885657376386,-0.0029762253873923,0.0088009920389822,0.0359663603514854,-0.0045585866372039,-0.116831341104844,-0.0247926071741312,-0.0457781697520113,Female,50,No,No,Unemployed,Suburban,Doctor,1672293600
47,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,fab63b25-4062-4202-afd5-2e75a0a69e40,no_churn,0.027372103,0,no_churn,0.0800458631899437,-0.0027042196012371,0.0378441091605236,0.075326908758634,0.0571205789029954,0.0352885994450753,-0.0033721650340885,0.0014241800902709,Male,57,No,No,Employed,Suburban,College,1672293600
12,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,fc6b0258-02d7-4195-adea-ed315b680c15,no_churn,0.1488989,0,no_churn,0.0369082087879905,-0.0021061455741801,-0.0350360384157102,-0.0499557590913173,-0.0731854460183967,0.0034467956729895,0.0202266841453638,0.0206755496265759,Male,80,Yes,Yes,Employed,Rural,College,1672293600
54,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,e0a3177f-0022-4baf-8fac-ceb2108765ae,no_churn,0.14323631,0,no_churn,-0.0589332183902615,-0.0047108370465139,0.0064155163764871,0.0129503681160076,0.0151971601504328,-0.126054109435495,-0.0484187221759111,-0.0654723096339603,Male,69,No,No,Employed,Suburban,College,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,78822ff7-8f90-4ba9-8cbe-dde577179bb9,no_churn,0.27497488,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,46,Yes,No,Employed,Suburban,Bachelor,1672293600
38,Yes,Yes,Low Speed,In_Store_Support,One year,100hrs+,Active,2db30ac0-0051-423d-b015-d971e1eef6c0,churn,0.108720824,0,no_churn,0.102340784811422,0.004807027561801,-0.0007952437199128,0.110055755435387,0.0526603699704719,0.0461785507407694,0.136216761755513,0.109509851120347,Male,33,No,No,Unemployed,Urban,High School or Below,1672293600
21,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,8206ef3c-73e2-4287-ab2c-58b8c2d0810d,no_churn,0.0221946429999999,0,no_churn,-0.0628743023902916,-0.0039598475404727,-0.0156216271851371,-0.0405506256161697,0.0036937431259502,-0.0714400698487952,-0.0289665182366661,-0.0493069051876773,Female,72,Yes,No,Employed,Rural,Master,1672293600
56,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,8de2dcff-d859-4b85-95a7-4846d3ada3d6,no_churn,0.26700607,0,no_churn,-0.0731701501691441,-0.004422849905477,-0.0967532707288228,-0.0460975015250005,0.0340614988716151,0.0542954629815358,-0.0108159497950327,-0.0461233909407565,Male,60,Yes,No,Employed,Suburban,High School or Below,1672293600
34,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a2af3e5d-f977-4d63-89e1-25b1019b9a97,churn,0.5947025,1,churn,-0.076865003302073,-0.0031379485686557,0.0650948748259543,0.0785698375057654,0.107886237540624,0.114259650736749,0.0849810708834957,0.104923227397576,Male,70,Yes,No,Employed,Suburban,Bachelor,1672293600
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2e16f144-49a7-44f7-922e-d22fe14d8ea8,churn,0.51077986,1,churn,-0.0003198409467677,-0.0024247903131799,0.0268921183213296,-0.0147860162868164,0.115267064164436,0.106008241790114,0.103185778320403,0.0705560643692115,Female,26,No,Yes,Employed,Suburban,College,1672293600
53,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,763284ad-91e6-4e5d-b323-5c9b9bafcd01,no_churn,0.04727029,0,no_churn,-0.04159938488865,-0.0032852172678758,-0.0167547569418002,-0.0087893019848343,-0.0949879104848423,-0.0417733578776096,-0.0231880131284924,-0.0386482088451794,Female,79,No,Yes,Unemployed,Suburban,High School or Below,1672293600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4c22d96d-6de1-485f-82a3-cb1f35de52a2,churn,0.6998674,1,churn,0.13228871870213,-0.0043882521816158,-0.0189570519678727,-0.0109175048581255,0.0609130537229975,0.128542314417937,0.0444247933512633,0.0691034998859322,Female,69,Yes,Yes,Employed,Suburban,Bachelor,1672293600
72,Yes,No,Fiber optic,Phone_Support,Two year,100hrs+,Active,a83d972e-df92-4624-a7f7-ea3ccdc64b4d,no_churn,0.024342887,0,no_churn,-0.148856104843089,-0.002785642416893,-0.0288277196343187,-0.0089393514492985,0.0112041460058753,-0.141740028183594,0.017892469936396,0.0330260775254282,Female,55,No,No,Employed,Urban,High School or Below,1672293600
10,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,7371f674-bb8d-495a-83d6-35b3bcd30c65,no_churn,0.024981597,0,no_churn,-0.0393023157701009,-0.0081939591527589,-0.012491413544285,-0.0421354850147963,-0.000877011230159,-0.0835468120117548,-0.0332099169754019,-0.0492692388407249,Female,61,No,No,Unemployed,Rural,Bachelor,1672293600
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,296fac3d-2593-4a70-b9b7-596e1d0cc2af,no_churn,0.0063888235,0,no_churn,-0.099811563927733,-0.0030889051065787,-0.0023205942145705,-0.0301911646202734,-0.0370275358077469,-0.135272178380574,0.0164675211568192,0.0222182675229714,Male,56,Yes,Yes,Employed,Suburban,Bachelor,1672293600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,966b11a0-4734-43f6-908f-58cee920eacf,no_churn,0.5930461,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,66,No,Yes,Employed,Rural,High School or Below,1672293600
72,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,b41f9aad-c8e0-4ac7-9852-ac998ffa819c,no_churn,0.0027474184,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,67,No,Yes,Employed,Suburban,College,1672293600
38,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,b15210b1-7538-469c-8b2c-b5c6d2a964c6,no_churn,0.27566785,0,no_churn,-0.10574293097483,-0.0027490001151363,-0.0526688363510584,0.0249180102342688,-0.0159219639812545,-0.117209928997236,-0.0123255493806846,0.0126740466978662,Female,69,No,Yes,Employed,Rural,Bachelor,1672293600
35,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a865e68-16dd-478b-84fc-c4c86b6b6307,no_churn,0.13019994,0,no_churn,-0.0426801722913023,-0.0069856464869735,0.0355860058263169,-0.0598509155562351,-0.0167013409619085,0.0522498944109884,-0.03431104190935,-0.0090710253665383,Male,23,Yes,No,Employed,Rural,High School or Below,1672293600
72,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,9cbbbbc1-1f6a-4d41-9630-af95fb510bd6,no_churn,0.00530445,0,no_churn,-0.135546112551328,-0.0023418168040279,-0.0113885953962926,-0.0057534310806568,0.0281369993174576,-0.19153876407885,0.0243516217762316,0.0450539473041317,Female,54,No,Yes,Employed,Suburban,College,1672293600
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,805b1588-407a-4a63-9cae-c2f04449aea6,churn,0.16901347,1,churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Male,60,No,Yes,Employed,Suburban,College,1672293600
20,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,24f8d7e5-5008-42b4-b025-a16e63b531e1,churn,0.5025631,1,churn,0.0637334912130518,-0.00244601718794,0.0459687253277752,0.0579139809128628,0.150772037362794,0.114817562653607,0.161718965440705,0.118495114232892,Male,41,No,No,Unemployed,Rural,Bachelor,1672293600
9,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,58bab615-b950-4739-832b-cf3f920f6616,no_churn,0.15619239,0,no_churn,-0.0806930262655987,-0.0078311026295341,-0.130089709388358,-0.0483473430666526,-0.0097469762502441,0.0638256802891192,0.0063283004969161,0.0375280244674286,Male,39,Yes,No,Employed,Urban,High School or Below,1672293600
50,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,7caf1fdf-4b5d-4536-b97d-c6234118bee9,no_churn,0.023950435,0,no_churn,-0.0705031244751899,-0.0081610562367677,-0.0194693495959836,-0.0297340649818397,-0.0284104678938092,-0.0718682815535885,-0.0216009369630228,-0.0192788694269438,Female,28,No,No,Employed,Suburban,Master,1672293600
13,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,25285180-0e00-481e-8af0-772b9c1594f2,no_churn,0.35276353,0,no_churn,0.164532030697828,0.153728068581086,0.0357781642800819,0.101907752291581,0.081734381244205,0.100403804212456,-0.0072505755724978,-0.0298597690267797,Female,40,Yes,Yes,Employed,Urban,Bachelor,1672293600
32,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,e503fc97-1886-4013-8f57-31f442c36e6d,no_churn,0.009057476,0,no_churn,-0.0135736469323364,-0.0046640984575424,-0.0122705976480574,-0.0344459843723416,-0.0310359963032351,-0.144625313716042,-0.0124968957116288,-0.0159136190976278,Female,51,No,Yes,Employed,Urban,College,1672293600
13,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b83be843-06dc-4edd-817e-8932b0b03c58,no_churn,0.19492364,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,35,No,Yes,Unemployed,Rural,High School or Below,1672293600
56,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,0bc2863b-df02-4e44-a2a9-46fbdbf128eb,no_churn,0.09288084,0,no_churn,-0.0639422631564593,-0.0124565569189508,3.9808391356928e-05,-0.0478751841267876,-0.0901125729861269,-0.0884049241618231,0.0079557155246038,0.0357698240820718,Male,70,Yes,Yes,Employed,Rural,High School or Below,1672293600
41,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,6e53c033-143b-4b47-bc6f-d2c8b16bc9aa,no_churn,0.03579974,0,no_churn,0.0277389992633288,-0.0007271172539731,0.0247377089883411,0.0375369797976418,0.0499738155357954,-0.137586275655667,-0.0244615055021131,-0.0362387544728153,Female,46,No,Yes,Employed,Suburban,High School or Below,1672293600
43,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,0c14dcf7-b1ac-40e0-b4da-e9dac8df910f,no_churn,0.11623388,0,no_churn,-0.048848369366442,-0.0001469294970411,0.0672273614574623,0.0242759559018122,0.109481608274182,0.0278520724418922,0.141307143754548,0.0958250126430357,Female,40,No,Yes,Employed,Urban,College,1672293600
50,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,67f7d251-4473-42f6-b86f-4ec44b5f0f5a,no_churn,0.10541073,0,no_churn,0.0020539083547328,-0.0012830710844355,-0.0376293331277929,0.0373400617075458,0.119199972800134,0.0981091329370247,0.0599293655984729,0.0807538141968416,Male,69,Yes,No,Employed,Suburban,Bachelor,1672293600
59,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,199b17fe-4c27-4c59-a30a-8612578b40df,no_churn,0.31641865,0,no_churn,0.0793936727872642,-8.85994046075212e-05,0.023749964281269,0.0337321266621074,0.123709996200814,-0.094257085839572,0.108973418875339,0.098843699497811,Female,66,Yes,Yes,Unemployed,Suburban,Bachelor,1672293600
59,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,8a048818-c841-4be3-9a93-28d7b1691f85,no_churn,0.07852566,0,no_churn,0.0037941064442384,-0.0023503766918838,0.0365636864209773,0.0357291728189738,0.103469816067154,-0.0177898217601523,0.0197628738740877,0.0758182037680671,Female,33,No,Yes,Unemployed,Suburban,High School or Below,1672293600
57,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,16f6525d-5b41-43a9-a903-bf66338cec5d,no_churn,0.025745748,0,no_churn,-0.031578644415058,-0.007375935857799,-0.0263907888442918,-0.0278098967798905,0.0154388257864957,-0.116636389331989,-0.0287554251140682,-0.0359178982151388,Female,80,Yes,Yes,Employed,Suburban,Bachelor,1672293600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d0140a32-4940-479e-a612-6062ff62d801,no_churn,0.78616977,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,45,No,Yes,Employed,Suburban,Bachelor,1672293600
5,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,eab21eb1-51bf-4ea2-b8b5-cce59d6ff459,no_churn,0.48548174,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,23,No,No,Unemployed,Rural,Master,1672293600
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,dac76789-a326-4653-adbf-b8beb6fb13d9,no_churn,0.0063888235,0,no_churn,-0.099811563927733,-0.0030889051065787,-0.0023205942145705,-0.0301911646202734,-0.0370275358077469,-0.135272178380574,0.0164675211568192,0.0222182675229714,Female,58,No,No,Employed,Suburban,Doctor,1672293600
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,4fb3442e-eb2b-4bc0-b1c4-0f1790edaec5,churn,0.4960468,1,churn,0.0739809001272078,-0.0065462340905287,-0.0369972571093967,-0.0518906091660756,0.071678873703513,0.104230803614573,0.0318017795142986,0.0357155957359282,Female,75,No,Yes,Medical Leave,Suburban,Bachelor,1672293600
58,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,8dc47a51-05f7-4ede-ba15-af96dab5d089,no_churn,0.050487384,0,no_churn,-0.0699790688966368,-0.0068471964023819,-0.0076651663482107,-0.0201179395167309,-0.0192564202060066,-0.0486515283011522,-0.0212294998214929,-0.0252793329940504,Male,42,No,Yes,Employed,Suburban,Bachelor,1672293600
54,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,84b16ae5-81e6-46a6-af77-be5b3a43e96e,no_churn,0.14323631,0,no_churn,-0.0589332183902615,-0.0047108370465139,0.0064155163764871,0.0129503681160076,0.0151971601504328,-0.126054109435495,-0.0484187221759111,-0.0654723096339603,Female,23,Yes,Yes,Employed,Suburban,High School or Below,1672293600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8cead444-5d5a-42ac-8fb6-905ae5c08c03,no_churn,0.42748544,0,no_churn,-0.01297445570548,-0.0056953173673264,-0.0499380966013995,0.115867713686912,-0.0074041363009382,0.0893654389067705,-0.0284403001105965,-0.024107413704587,Female,58,No,Yes,Unemployed,Suburban,College,1672293600
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,d8797818-0317-4981-87d4-0365d86faae7,no_churn,0.0148642069999999,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Male,67,No,Yes,Employed,Suburban,High School or Below,1672293600
67,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,86b7953a-b1bf-451c-857d-410089c6afb2,no_churn,0.0111309894999999,0,no_churn,-0.0573271511061648,-0.0027380845427978,0.0032158490062647,-0.0913388206848412,-0.0409086944051705,-0.117234589893988,0.0206721670566821,0.0266331706605024,Male,49,No,No,Employed,Urban,College,1672293600
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,b56ebcc9-2874-4976-baf8-d2f33412b181,no_churn,0.07095176,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Male,44,No,No,Disabled,Rural,Doctor,1672293600
13,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a9f59c72-1e8d-481a-a553-cbb4008dd1f9,no_churn,0.5011844,0,no_churn,0.164532030697828,0.153728068581086,0.0357781642800819,0.101907752291581,0.081734381244205,0.100403804212456,-0.0072505755724978,-0.0298597690267797,Male,26,No,Yes,Employed,Suburban,High School or Below,1672293600
39,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,20a0e821-af63-4f6e-b0ed-eefd056ad5d4,no_churn,0.15792811,0,no_churn,-0.0315456245131099,-0.0077646540108435,0.0085046194985443,-0.124744589246257,0.0239972312621648,0.0411331983878335,-0.019043081289401,-0.0295632514169665,Female,76,No,No,Unemployed,Suburban,High School or Below,1672293600
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,c849ac73-c0db-4029-bacb-fc71cbd88667,no_churn,0.5339555,0,no_churn,0.104749153444036,-0.0047621005482506,-0.062659696753144,0.0244892924616488,0.0985809887047616,0.116442722075117,0.126573168537252,0.0974571515629759,Male,68,No,No,Employed,Suburban,Master,1672293600
29,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,1adb081e-0497-4955-8bf8-08a655dd513a,churn,0.12250294,1,churn,-0.0632007241896371,-0.0055639795247407,-0.0275094342280863,-0.0460783088586868,-0.0870832820750729,0.0361822269651202,0.0513402940495143,0.0383870573690182,Female,37,No,No,Employed,Urban,College,1672293600
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,19d45b85-9bbd-40e4-ae6d-1f83fc6e54b3,no_churn,0.0048564076,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,53,No,Yes,Unemployed,Suburban,College,1672293600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9904ea4f-a261-4aae-99b5-139d14a51493,churn,0.8356039,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,49,No,No,Medical Leave,Suburban,College,1672293600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,65acfb44-941f-4616-ace8-62f8e58b3a4f,no_churn,0.56272495,0,no_churn,-0.0451605726160687,-0.0039344148663076,-0.0471164907068941,-0.0084671044094102,-0.0458946254144029,0.0644207234913665,-0.0395820817158892,0.0267084148528465,Male,68,Yes,Yes,Employed,Suburban,Bachelor,1672293600
68,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,28f73113-db91-4680-9eb0-cd2553d983eb,no_churn,0.0064815169999999,0,no_churn,-0.0683403893125978,-0.0034319712207616,0.006137483812763,-0.0126449076348762,0.0066371987597995,-0.154300856052596,-0.0193091982125952,-0.0237735129042812,Male,41,Yes,Yes,Employed,Suburban,Bachelor,1672293600
69,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,bb42013c-308c-44b9-b145-97777164e58a,no_churn,0.016357504,0,no_churn,-0.0947931463637724,-0.0030613406280645,-0.0241622905729582,0.0230723645936541,-0.0250371070165329,-0.116466546259162,-0.0152347574503255,-0.0133433297458122,Female,67,Yes,Yes,Unemployed,Suburban,Master,1672293600
56,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,c3af5f14-0d9c-4bb1-a389-568ddb55a2e8,no_churn,0.23762594,0,no_churn,-0.081426089767292,-0.0250099739648248,-0.0217039190294281,0.0046755612399238,0.0232191911402696,0.0688334247737566,0.0245016460471288,0.0578840060240963,Male,65,Yes,Yes,Employed,Suburban,Bachelor,1672293600
13,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,75b97dab-3e7a-4879-a5f9-ccd33e9013ad,churn,0.2949657,1,churn,0.0500914216808269,-0.0057845971700953,-0.086563769209315,-0.0718512690170428,0.052225195457413,0.101697515817923,0.080214408936572,0.106103672118952,Male,44,No,No,Employed,Suburban,College,1672293600
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,baf1f599-3079-4040-9288-9a05f6e1804f,no_churn,0.29847935,0,no_churn,0.120924022404029,0.141727963660269,0.0712283607194149,0.0065170873447141,0.009179555340811,0.0993565522477547,-0.0268313843177747,-0.0280330640118381,Male,66,No,No,Employed,Rural,College,1672293600
51,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,ae63f5da-63fd-4a51-b984-26ceb3f4a6f9,no_churn,0.14529645,0,no_churn,-0.149497526611949,-0.0022136450690595,0.0414037240795096,0.0092075044811826,0.0121926492730653,-0.156312343964992,-0.0109793879037351,-0.0028271276285886,Male,57,Yes,Yes,Employed,Rural,High School or Below,1672293600
53,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,bec42744-b0c2-46fb-8097-49874995ec9e,no_churn,0.12851942,0,no_churn,-0.198965169612447,-0.004016066639715,-0.0132421009741028,0.0005942237883846,0.0430845718354612,0.0724427008689235,-0.0627614781384909,-0.0061628311544609,Female,34,No,No,Unemployed,Suburban,High School or Below,1672293600
13,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2cdf84ef-645b-4662-ab31-a5e8434d9093,no_churn,0.35276353,0,no_churn,0.164532030697828,0.153728068581086,0.0357781642800819,0.101907752291581,0.081734381244205,0.100403804212456,-0.0072505755724978,-0.0298597690267797,Female,69,No,Yes,Employed,Suburban,Bachelor,1672293600
19,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a446d09c-11f4-4b0f-8519-1a52daae0f26,no_churn,0.12780172,0,no_churn,-0.0645818181818594,-0.0079924272320931,-0.0085914389136269,-0.0568083057816329,-0.0727473199575524,0.0181024309830445,-0.0430087723101314,-0.0333985008157469,Male,55,Yes,No,Employed,Rural,College,1672293600
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,c93b44b2-e195-4366-8ff0-556128c89ec6,no_churn,0.07095176,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Male,66,No,Yes,Unemployed,Urban,College,1672293600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca0ca4f5-7a03-4973-83da-1c7901c3eeb4,churn,0.43190458,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,24,No,Yes,Employed,Suburban,Bachelor,1672293600
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,55a665a5-19c2-47cd-acd8-255ae5c5c500,no_churn,0.0027497057,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,25,Yes,No,Disabled,Suburban,High School or Below,1672293600
50,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,9562be22-1cc3-4821-91ec-8eb149fe4bbe,no_churn,0.009335145,0,no_churn,-0.0503550997432012,-0.003298300612987,-0.0180264493907543,-0.030362022846275,-0.037993152602894,-0.100900474651171,-0.0138458332221489,-0.0142448199972841,Female,25,Yes,Yes,Retired,Rural,Bachelor,1672293600
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9f25c312-5c64-4642-8210-95a8c4fc4270,no_churn,0.44154927,0,no_churn,-0.156112990187394,-0.0034756599104002,-0.0409730818806747,-0.0387758422576189,-0.034747756920351,0.0471651417720749,0.0060331112365383,0.0511228319727524,Female,79,No,Yes,Disabled,Suburban,College,1672293600
66,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,d9796af9-becd-4925-b87f-3d81454a8e45,no_churn,0.0106700989999999,0,no_churn,0.00017995304559,-0.0019396993458758,0.0287582223421668,-0.0145111262208047,-0.0179087478313522,-0.167711543775131,-0.021700766055128,-0.0155257765970418,Male,44,No,No,Employed,Suburban,High School or Below,1672293600
41,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,573142b4-e190-4bc5-83d9-d9eee5cefbd0,no_churn,0.12581591,0,no_churn,-0.0974846535372944,-0.0024344875287533,0.0272420618187607,-0.0046030005021111,0.0386246637834665,-0.231859246830618,-0.0257774703493669,0.0572659794210358,Male,71,No,No,Employed,Suburban,Bachelor,1672293600
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,36136b4e-e6dc-4c8b-a9d0-4b75b0fa83da,churn,0.51077986,1,churn,-0.0003198409467677,-0.0024247903131799,0.0268921183213296,-0.0147860162868164,0.115267064164436,0.106008241790114,0.103185778320403,0.0705560643692115,Male,80,No,No,Unemployed,Suburban,Bachelor,1672293600
27,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,482a5862-5864-4916-ad06-19112d6ee4a7,churn,0.32666737,1,churn,-0.0666750522951497,0.0639760702099647,0.0111691627450181,-0.0148921797307866,-0.0052598753259553,0.0607787192874639,-0.0467155898730288,-0.0550740715297979,Male,74,No,No,Employed,Suburban,High School or Below,1672293600
50,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,39d5d5df-d1ee-4102-a377-bb3805d4ea40,no_churn,0.0070916014,0,no_churn,-0.0388266252286848,-0.0037288262194124,-0.015952306935469,-0.0404926839947074,0.0106697552584046,-0.114010126032317,-0.0279782349654851,-0.0387071045168704,Female,69,Yes,Yes,Employed,Urban,College,1672293600
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,ba81e38c-5dee-402a-9b41-3e2ccc1d547d,churn,0.4424365,1,churn,-0.0442273047195976,-0.0020008695254,-0.0534776920915283,0.0499985741033924,0.0380153906167834,0.0447249848944011,0.0410927310829538,0.0146575641224262,Male,41,Yes,No,Unemployed,Suburban,College,1672293600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e6ac1aa2-bbee-48cb-a528-64a949256ecb,churn,0.43190458,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,21,No,No,Employed,Suburban,Bachelor,1672293600
53,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,4b2334eb-717d-44ff-9b57-5fb103c12ceb,no_churn,0.018321218,0,no_churn,-0.117242645715924,-0.0019472890509496,-0.0179713543705838,-0.0268835841186773,0.0156146846965566,-0.15098674594512,-0.0005125313465941,0.0509033157969679,Female,42,No,No,Employed,Rural,College,1672293600
70,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,0888bdc6-d245-4430-8680-1f0259ba605b,churn,0.005028688,0,no_churn,-0.0580028527489321,-0.0029016595971188,-0.0075277132620249,-0.0199916004944589,0.0006631815211767,-0.128740488971534,-0.0232100580354017,-0.0293149610832733,Male,30,No,Yes,Employed,Suburban,College,1672293600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,95fcbcef-8c51-4fed-ac61-261fbbf96d4b,churn,0.23190065,1,churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,70,No,No,Unemployed,Suburban,Bachelor,1672293600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8edd3de8-5a8c-4807-b693-0000e32b425f,no_churn,0.28824058,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,62,No,Yes,Medical Leave,Rural,Bachelor,1672293600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a30145c-ed56-44d5-8671-86532387b1ff,no_churn,0.28824058,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,43,No,Yes,Retired,Urban,Bachelor,1672293600
31,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,c6c670ab-d89e-4207-a584-c787639aacb0,no_churn,0.44154927,0,no_churn,-0.156112990187394,-0.0034756599104002,-0.0409730818806747,-0.0387758422576189,-0.034747756920351,0.0471651417720749,0.0060331112365383,0.0511228319727524,Female,62,No,No,Employed,Suburban,High School or Below,1672293600
27,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,27990fa2-6688-4f1e-960a-386d2518a5d1,churn,0.32666737,1,churn,-0.0666750522951497,0.0639760702099647,0.0111691627450181,-0.0148921797307866,-0.0052598753259553,0.0607787192874639,-0.0467155898730288,-0.0550740715297979,Female,32,No,No,Employed,Suburban,Bachelor,1672293600
9,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,912aafc5-64e4-4a74-82a1-a7dfcd55b9e9,no_churn,0.15274063,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,33,Yes,Yes,Employed,Suburban,Doctor,1672293600
66,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,d702b823-f94f-48c3-8cc0-d3a0c055f44a,no_churn,0.010556863,0,no_churn,0.101380488530585,0.0019865824434418,0.0631307721692792,0.0395392946943866,0.0404235121007877,-0.038254784604469,-0.0129347517907262,0.0103852831521544,Male,52,Yes,No,Employed,Suburban,College,1672293600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,9e488087-b207-4ac9-bdd5-ad1543d76a1e,churn,0.66237664,1,churn,0.0840546437920147,-0.0180086486604341,-0.0935107335716475,-0.050611938875445,-0.137987506257432,0.0886384478659147,-0.0494505257921264,0.0211834459907186,Male,79,Yes,Yes,Unemployed,Suburban,High School or Below,1672293600
4,Yes,Yes,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,4340f792-d809-43e6-b5be-9c12805381ce,no_churn,0.06719261,0,no_churn,0.0509885274162911,-0.0035589601484116,0.0025779006951643,-0.0420341662627424,-0.0023886900699153,-0.145938101433987,-0.0351049872947896,-0.039853387681569,Male,38,Yes,No,Employed,Urban,Bachelor,1672293600
68,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,3fe05c80-5d50-456d-a24b-b4bca78bb80d,churn,0.23536928,1,churn,-0.166158146351063,-0.001625163415847,-0.0071340031187355,-0.0041961303772222,0.0312149907748425,-0.128891353340896,0.0125216206124423,0.0552420335108036,Female,21,No,Yes,Employed,Suburban,College,1672293600
34,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,022d6d07-5668-46fb-9bb9-92f3f7675bb2,no_churn,0.0077131195,0,no_churn,-0.0233284206505777,-0.003155304817028,-0.0613951300340886,-0.0513746969360363,0.0222460389924708,-0.0942765001161205,-0.0217627075735072,-0.0359794316035004,Female,23,No,No,Employed,Suburban,High School or Below,1672293600
47,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,437c56c5-2bf6-44c9-aa1d-8a09eae42365,no_churn,0.027372103,0,no_churn,0.0800458631899437,-0.0027042196012371,0.0378441091605236,0.075326908758634,0.0571205789029954,0.0352885994450753,-0.0033721650340885,0.0014241800902709,Male,26,No,Yes,Unemployed,Urban,College,1672293600
17,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,870624c4-1511-4786-a2b6-c23602a7163c,no_churn,0.014048547,0,no_churn,0.0511999041047784,-0.0039829975536122,-0.034229548493131,-0.0204652594640902,0.0026771734088652,-0.199583763848223,-0.0332560582847872,-0.0313856032145849,Male,49,No,No,Retired,Suburban,Bachelor,1672293600
32,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,39620f0f-27ed-45b3-9b2b-06dcd38d7aa5,no_churn,0.009057476,0,no_churn,-0.0135736469323364,-0.0046640984575424,-0.0122705976480574,-0.0344459843723416,-0.0310359963032351,-0.144625313716042,-0.0124968957116288,-0.0159136190976278,Male,46,No,Yes,Unemployed,Suburban,College,1672293600
53,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,920ea5ce-b33f-4cc4-82a0-04341013c042,no_churn,0.12851942,0,no_churn,-0.198965169612447,-0.004016066639715,-0.0132421009741028,0.0005942237883846,0.0430845718354612,0.0724427008689235,-0.0627614781384909,-0.0061628311544609,Female,64,No,Yes,Employed,Suburban,Bachelor,1672293600
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fbd9d601-f828-48ff-a3a6-36b892981c53,no_churn,0.5339555,0,no_churn,0.104749153444036,-0.0047621005482506,-0.062659696753144,0.0244892924616488,0.0985809887047616,0.116442722075117,0.126573168537252,0.0974571515629759,Female,66,Yes,Yes,Disabled,Rural,College,1672293600
54,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,8aca8813-4842-4760-b44f-fed92c8bd40d,no_churn,0.02022138,0,no_churn,-0.0566006454715352,-0.0040438738444572,-0.0157436295659863,-0.0294510382926455,0.0139660028203252,-0.0984385596989341,-0.0328036094437266,-0.0459107987694369,Female,76,No,Yes,Unemployed,Suburban,Bachelor,1672293600
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,4e18ccfe-e368-4a0a-aacb-8c9975553e77,no_churn,0.011085973,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Female,46,No,Yes,Employed,Urban,College,1672293600
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,430f0d44-fde0-4e36-ba20-4cfb5bba6116,no_churn,0.05096143,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Male,34,No,No,Employed,Suburban,Bachelor,1672293600
48,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,4ea1b64f-d55b-4495-ae32-84cb7deca427,no_churn,0.15054771,0,no_churn,-0.0925312218134968,-0.0034454374043707,-0.0221402072890032,-0.0154799262534743,-0.0717901331157008,-0.0324418822770894,0.0269617702277355,0.0318408866504796,Female,23,No,No,Disabled,Urban,High School or Below,1672293600
66,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,682928f9-74ad-40b5-b781-1fedf1882595,no_churn,0.022253558,0,no_churn,-0.0414452966174758,-0.0062695330004135,-0.0198680675328978,-0.0209818978213115,-0.0159184278910561,-0.122065195483992,-0.0200361367701134,-0.0224415959632551,Female,69,No,Yes,Employed,Rural,Bachelor,1672293600
9,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3d23f3e4-2aee-4bc1-a968-a3d8029ec224,no_churn,0.15274063,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Male,47,No,Yes,Unemployed,Urban,College,1672293600
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f4fd1185-4f7f-49eb-b6c2-d1081b376a62,no_churn,0.40082768,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Male,46,No,No,Employed,Suburban,Bachelor,1672293600
39,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,c59c53e1-d0f7-4afa-a0f4-b0b4aee36a88,churn,0.11302725,1,churn,-0.102920230967193,-0.0028598977205911,-0.0123765139750139,-0.0317222653268436,-0.056153541597323,-0.074699824888321,0.0110818467699573,0.0406242765296701,Male,45,No,No,Employed,Suburban,High School or Below,1672293600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,693defba-fe79-4513-9fab-9c5d5850c8b3,no_churn,0.78616977,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,32,No,No,Employed,Suburban,Bachelor,1672293600
72,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,ac700db7-90f1-436e-b4d1-b5f86ef410e0,no_churn,0.00530445,0,no_churn,-0.135546112551328,-0.0023418168040279,-0.0113885953962926,-0.0057534310806568,0.0281369993174576,-0.19153876407885,0.0243516217762316,0.0450539473041317,Male,21,No,Yes,Employed,Suburban,Bachelor,1672293600
51,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,399cdda1-b113-43eb-976c-7245506923ac,no_churn,0.007569607,0,no_churn,-0.0660396273687638,-0.0034049672817127,-0.0195529927206644,-0.0250883524831624,-0.0334130847261349,-0.0931389571118052,-0.0137423463668164,-0.014645824857971,Female,79,Yes,Yes,Employed,Rural,High School or Below,1672293600
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b62c2bbd-e55d-48fa-8bac-a2e7d813f49a,no_churn,0.13592301,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Female,43,Yes,Yes,Unemployed,Rural,Bachelor,1672293600
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d39017e2-b5ed-4d9d-85d6-b660df64ca77,churn,0.24917097,1,churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Male,39,No,No,Unemployed,Suburban,College,1672293600
65,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fd867db6-e863-42fd-aecd-1ad06dda64ee,no_churn,0.051558293,0,no_churn,-0.0850523641311701,-0.0036513292926792,-0.0186310717013839,-0.0327506882616944,-0.0088315763533501,0.0448461745770691,-0.0382490991945633,-0.0467061972183728,Female,61,No,Yes,Employed,Suburban,Bachelor,1672293600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3f8b9dc2-ec3b-4bc2-b74e-44bf599185c1,churn,0.6403845,1,churn,0.213748895135359,-0.0035264634110353,-0.0327107734597575,0.141968572530277,0.0662231502260419,0.141772432101097,0.150105173980428,0.053392866502736,Female,40,No,No,Unemployed,Urban,College,1672293600
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,a613d428-9668-4847-b8ee-7f3b63d72eba,no_churn,0.017179536,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Female,39,Yes,No,Unemployed,Suburban,High School or Below,1672293600
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,72679797-2a3d-44ff-baaa-44288f50f02c,no_churn,0.56730324,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,41,No,Yes,Employed,Suburban,College,1672293600
50,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,aaaaa5f4-1f7b-422e-9713-3fd52953ba41,no_churn,0.010020417,0,no_churn,-0.0503550997432012,-0.003298300612987,-0.0180264493907543,-0.030362022846275,-0.037993152602894,-0.100900474651171,-0.0138458332221489,-0.0142448199972841,Female,76,No,Yes,Employed,Urban,Bachelor,1672293600
67,No,No phone service,Medium Speed,Phone_Support,Two year,0hrs,Disabled,90ef4285-3e83-41ce-a8f6-74b1563b21ec,no_churn,0.0117855985,0,no_churn,-0.0781618250147039,0.0047969034329798,-0.0006514810060616,-0.0268960144450466,0.0014197068314388,-0.118685728443161,-0.0249418277828954,-0.0259058850465771,Female,78,No,No,Employed,Suburban,Bachelor,1672293600
56,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,50355ff7-774a-4aea-8d5a-e25a1a3e3047,no_churn,0.09288084,0,no_churn,-0.0639422631564593,-0.0124565569189508,3.9808391356928e-05,-0.0478751841267876,-0.0901125729861269,-0.0884049241618231,0.0079557155246038,0.0357698240820718,Female,72,No,Yes,Employed,Suburban,College,1672293600
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c14a8a96-18eb-48cb-9bbb-e71ea399c542,churn,0.55244696,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,59,No,No,Medical Leave,Suburban,Doctor,1672293600
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,295154be-abbe-4aa3-841d-e3f5d411946d,no_churn,0.50408864,0,no_churn,0.196741098729835,0.0413634952387474,0.0106640756652086,-0.0700926495493513,-0.108068187368699,0.123314813583047,-0.0429066648742536,-0.0383375789978526,Male,62,Yes,No,Employed,Rural,College,1672293600
25,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9b160e10-5439-48ca-87e5-dbf7b17c6dad,churn,0.44305873,1,churn,-0.114828998800267,-0.0047259073110399,0.026488558342271,-0.133823617184207,0.0464680450146261,0.0473533251543813,-0.0993366241126386,0.0333790648447757,Female,52,Yes,Yes,Employed,Urban,College,1672293600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,378d9e6c-4ba7-4780-aabb-912ca67901e6,churn,0.8770125,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,28,Yes,No,Unemployed,Suburban,Master,1672293600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,335d66b8-9895-43f5-8f3a-01516e302850,no_churn,0.5576662,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,72,No,Yes,Employed,Suburban,High School or Below,1672293600
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ff629489-adc1-445b-91d7-7a6e0ed453c6,churn,0.84959865,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Male,56,No,No,Employed,Suburban,College,1672293600
57,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,67d02cdd-c4c1-449b-93f0-993be3925f48,no_churn,0.025745748,0,no_churn,-0.031578644415058,-0.007375935857799,-0.0263907888442918,-0.0278098967798905,0.0154388257864957,-0.116636389331989,-0.0287554251140682,-0.0359178982151388,Male,52,No,No,Employed,Suburban,Master,1672293600
72,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,855ddb31-3cea-4c5a-843b-2c6186c6d287,no_churn,0.0027474184,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,50,No,Yes,Employed,Suburban,Bachelor,1672293600
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,23d9b63c-cfc4-4e85-acc4-29fdf3a098be,no_churn,0.2857294,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,26,No,Yes,Employed,Urban,Bachelor,1672293600
69,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,724c8799-1d28-41db-893f-133fa2296b8d,no_churn,0.016357504,0,no_churn,-0.0947931463637724,-0.0030613406280645,-0.0241622905729582,0.0230723645936541,-0.0250371070165329,-0.116466546259162,-0.0152347574503255,-0.0133433297458122,Male,43,No,No,Employed,Suburban,College,1672293600
27,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,9a9e8093-02f9-490a-b5e8-b57eabb83833,churn,0.32666737,1,churn,-0.0666750522951497,0.0639760702099647,0.0111691627450181,-0.0148921797307866,-0.0052598753259553,0.0607787192874639,-0.0467155898730288,-0.0550740715297979,Male,78,No,Yes,Employed,Rural,College,1672293600
41,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,0cfb13bd-795d-48f9-b635-98f1d706d3ea,no_churn,0.03579974,0,no_churn,0.0277389992633288,-0.0007271172539731,0.0247377089883411,0.0375369797976418,0.0499738155357954,-0.137586275655667,-0.0244615055021131,-0.0362387544728153,Male,51,No,No,Unemployed,Suburban,Bachelor,1672293600
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a000231d-42f5-49ec-8464-3d738bb5bc12,churn,0.37107053,1,churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,69,No,No,Retired,Suburban,Bachelor,1672293600
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cb32f777-6ff5-4afb-9e07-38ac5390af5a,churn,0.61348426,1,churn,-0.0090010468037053,-0.0016474712232411,0.114026984789525,0.0276920400368544,0.0419136140024238,0.117733812329916,0.058482582644483,0.0020828655753211,Male,41,No,No,Employed,Rural,College,1672293600
29,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,61d81c8f-e939-42d7-85e8-7a6dc2e1d6de,churn,0.12250294,1,churn,-0.0632007241896371,-0.0055639795247407,-0.0275094342280863,-0.0460783088586868,-0.0870832820750729,0.0361822269651202,0.0513402940495143,0.0383870573690182,Male,40,No,Yes,Employed,Rural,High School or Below,1672293600
71,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,346d64cc-cdbe-4699-8083-ba0a70f326c7,churn,0.20269227,1,churn,-0.156075687848943,-0.0020106981262597,0.0003936984892698,-0.0138261194440019,0.0146807567955875,-0.184428246371072,0.0223316993299067,0.0499084459556252,Male,50,No,Yes,Employed,Urban,College,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7efeacee-68a1-4993-990d-b6c28b8ba876,no_churn,0.13791518,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,54,No,Yes,Unemployed,Suburban,College,1672293600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,577bc405-4583-47aa-887c-8f80bf8bdba4,no_churn,0.56272495,0,no_churn,-0.0451605726160687,-0.0039344148663076,-0.0471164907068941,-0.0084671044094102,-0.0458946254144029,0.0644207234913665,-0.0395820817158892,0.0267084148528465,Male,50,No,No,Disabled,Rural,College,1672293600
66,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,aaced005-4558-4de2-91c5-f278a7411d4b,no_churn,0.010556863,0,no_churn,0.101380488530585,0.0019865824434418,0.0631307721692792,0.0395392946943866,0.0404235121007877,-0.038254784604469,-0.0129347517907262,0.0103852831521544,Female,38,No,No,Employed,Suburban,College,1672293600
17,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,523b9fd3-b237-4fa0-8cf0-1fbf2b77b56e,churn,0.14351316,1,churn,0.290018796136019,0.0059465726086637,0.0735731499862777,0.0717384225793102,0.0410727621164369,0.149680576274532,-0.0036186552770686,0.0246268054285974,Female,35,No,Yes,Unemployed,Suburban,Bachelor,1672293600
68,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,8748936b-dc79-4f0c-b036-ef527fe292c3,no_churn,0.0064815169999999,0,no_churn,-0.0683403893125978,-0.0034319712207616,0.006137483812763,-0.0126449076348762,0.0066371987597995,-0.154300856052596,-0.0193091982125952,-0.0237735129042812,Male,66,No,Yes,Employed,Suburban,Bachelor,1672293600
67,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,04ccbdb6-c539-47fb-933e-24b887567030,no_churn,0.0111309894999999,0,no_churn,-0.0573271511061648,-0.0027380845427978,0.0032158490062647,-0.0913388206848412,-0.0409086944051705,-0.117234589893988,0.0206721670566821,0.0266331706605024,Female,65,No,Yes,Employed,Urban,Bachelor,1672293600
67,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,42cddb17-e085-4872-be97-526f27f17bca,no_churn,0.0111309894999999,0,no_churn,-0.0573271511061648,-0.0027380845427978,0.0032158490062647,-0.0913388206848412,-0.0409086944051705,-0.117234589893988,0.0206721670566821,0.0266331706605024,Male,68,No,No,Employed,Suburban,Bachelor,1672293600
13,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,aeb589e4-d232-45dc-87df-980d155db902,no_churn,0.19492364,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,75,No,Yes,Employed,Urban,Bachelor,1672293600
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,ec9624ee-fac2-47ac-a572-38a838b9f028,no_churn,0.0022029055,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Female,68,No,No,Retired,Urban,College,1672293600
25,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e0e95797-a999-497d-ad1d-4d8143d32756,no_churn,0.008460347,0,no_churn,-0.013743683262619,-0.0058150843111798,-0.0242320207825468,-0.0386922775914536,0.0052254790264487,-0.108979302986663,-0.0371273534328065,-0.0456619094760753,Male,41,No,Yes,Employed,Rural,College,1672293600
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,95001a4b-4e8e-4540-a493-12a5e3eee898,no_churn,0.012616511,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Female,55,Yes,No,Employed,Suburban,Bachelor,1672293600
72,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,869bd0d8-2b82-4308-9fe1-9a7632debe29,no_churn,0.08565239,0,no_churn,-0.0771994439890431,-0.0037605259386873,-0.0180143855843653,-0.0154202784021345,-0.0327518217286888,-0.154341871723091,0.0153141316846358,0.0207215089511737,Male,43,No,No,Employed,Suburban,Master,1672293600
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,a48de766-2581-4c35-aed4-2dcbb9fd9bb1,no_churn,0.13592301,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Male,72,No,Yes,Unemployed,Suburban,High School or Below,1672293600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,74e16d31-2b1c-4282-9795-8b3564bb375a,no_churn,0.6023412,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,68,No,No,Employed,Suburban,Master,1672293600
52,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,8abc3c41-76d3-4156-87e1-4278c79f4153,no_churn,0.0058470326,0,no_churn,-0.0648513047048527,-0.0034181399452972,0.0027307003897476,-0.0178390858116381,-0.0459407259867293,-0.112459787249772,-0.0136248549846823,-0.0136229552295844,Female,35,Yes,No,Employed,Urban,Bachelor,1672293600
32,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,cb9bfd86-9da2-42a3-b1fa-c96db00ef8b0,no_churn,0.009057476,0,no_churn,-0.0135736469323364,-0.0046640984575424,-0.0122705976480574,-0.0344459843723416,-0.0310359963032351,-0.144625313716042,-0.0124968957116288,-0.0159136190976278,Female,21,No,Yes,Employed,Suburban,College,1672293600
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,0e247094-6515-4c1c-9ea4-e5da506e8885,no_churn,0.017179536,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Male,59,No,Yes,Unemployed,Suburban,High School or Below,1672293600
70,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,541698eb-6938-44f4-a2d7-7e50ae453893,no_churn,0.0724216999999999,0,no_churn,-0.0992561159567776,-0.0026549822606102,0.0155402375539961,0.0410876470220864,-0.056391350690128,-0.11100219567868,-0.0228952278047108,-0.0284541633830303,Female,72,No,Yes,Employed,Suburban,College,1672293600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,f8103f04-dbfc-437d-b869-d640c3fc40c6,churn,0.23190065,1,churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,41,No,Yes,Employed,Suburban,Bachelor,1672293600
41,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,a7b5e331-db39-4b1f-b9dd-e160ea78abfb,no_churn,0.03579974,0,no_churn,0.0277389992633288,-0.0007271172539731,0.0247377089883411,0.0375369797976418,0.0499738155357954,-0.137586275655667,-0.0244615055021131,-0.0362387544728153,Female,24,No,Yes,Employed,Rural,Bachelor,1672293600
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4ab1aa40-9a5e-4c47-819f-a7327ed898cb,churn,0.45294878,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,48,No,Yes,Retired,Suburban,College,1672293600
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2a80ea46-64cd-4e61-8cf7-57a0b8698a50,no_churn,0.012616511,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Female,35,No,No,Unemployed,Suburban,Master,1672293600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,907208f1-078b-4354-b0c9-78b4eee08bb1,no_churn,0.56272495,0,no_churn,-0.0451605726160687,-0.0039344148663076,-0.0471164907068941,-0.0084671044094102,-0.0458946254144029,0.0644207234913665,-0.0395820817158892,0.0267084148528465,Male,78,No,No,Employed,Rural,Bachelor,1672293600
41,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,9d88724f-1920-46b9-87f2-4b4cac61b65a,no_churn,0.03579974,0,no_churn,0.0277389992633288,-0.0007271172539731,0.0247377089883411,0.0375369797976418,0.0499738155357954,-0.137586275655667,-0.0244615055021131,-0.0362387544728153,Male,55,Yes,Yes,Employed,Urban,Bachelor,1672293600
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32b14ec9-534b-4e1f-a556-2ee3d0c2ca99,no_churn,0.2857294,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,76,Yes,No,Employed,Suburban,College,1672293600
52,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,1b6f2bbd-9fed-40ef-8bea-f6683231db5b,no_churn,0.0058470326,0,no_churn,-0.0648513047048527,-0.0034181399452972,0.0027307003897476,-0.0178390858116381,-0.0459407259867293,-0.112459787249772,-0.0136248549846823,-0.0136229552295844,Male,50,No,No,Employed,Suburban,Bachelor,1672293600
51,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,f48e2f91-77f5-4711-8f48-9c73fbc8ec82,no_churn,0.007569607,0,no_churn,-0.0660396273687638,-0.0034049672817127,-0.0195529927206644,-0.0250883524831624,-0.0334130847261349,-0.0931389571118052,-0.0137423463668164,-0.014645824857971,Female,73,No,Yes,Employed,Suburban,High School or Below,1672293600
59,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,0b3bc744-b93e-4adf-aeac-5689e8752a9f,no_churn,0.31641865,0,no_churn,0.0793936727872642,-8.85994046075212e-05,0.023749964281269,0.0337321266621074,0.123709996200814,-0.094257085839572,0.108973418875339,0.098843699497811,Male,29,No,No,Employed,Suburban,High School or Below,1672293600
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,666e39c6-8c47-4d1e-85b1-e5ba331f0e8c,no_churn,0.111065745,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,50,Yes,No,Unemployed,Suburban,College,1672293600
51,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,6baaa6cb-5199-4d9f-9d62-bc336d2c7474,no_churn,0.007569607,0,no_churn,-0.0660396273687638,-0.0034049672817127,-0.0195529927206644,-0.0250883524831624,-0.0334130847261349,-0.0931389571118052,-0.0137423463668164,-0.014645824857971,Female,68,No,No,Employed,Suburban,College,1672293600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,900acf59-9f4f-4c2d-8e8a-5db2fd5eab5d,no_churn,0.17216201,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,48,Yes,Yes,Unemployed,Rural,College,1672293600
72,Yes,No,Fiber optic,Phone_Support,Two year,100hrs+,Active,01782b50-8001-41a8-b053-e635b27cc115,no_churn,0.024342887,0,no_churn,-0.148856104843089,-0.002785642416893,-0.0288277196343187,-0.0089393514492985,0.0112041460058753,-0.141740028183594,0.017892469936396,0.0330260775254282,Male,23,Yes,Yes,Employed,Suburban,High School or Below,1672293600
39,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d975850-9940-4958-84c6-5c9ff3d968a6,no_churn,0.15792811,0,no_churn,-0.0315456245131099,-0.0077646540108435,0.0085046194985443,-0.124744589246257,0.0239972312621648,0.0411331983878335,-0.019043081289401,-0.0295632514169665,Female,21,No,No,Employed,Suburban,College,1672293600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,084bacf6-f1a0-40cc-bf5a-b0df8e14eadd,churn,0.77585906,1,churn,-0.0054282924205745,-0.0063060571992537,-0.122160037048188,-0.0863553696856615,-0.0135464152424174,0.062715613692435,-0.0733302148503207,-0.0079487123384205,Male,53,No,No,Unemployed,Urban,College,1672293600
56,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,40a1baff-d9c3-49f7-bc0e-68ab21ef65d6,no_churn,0.13592301,0,no_churn,-0.175056216280104,-0.0035503813835748,-0.112115178475415,0.0016527651009164,0.0440022035875608,0.0442871738843086,-0.033891011941605,-0.0253100475192786,Male,23,No,No,Employed,Suburban,Bachelor,1672293600
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d6bee24c-7cb4-40a6-b61d-a7baf41c2534,no_churn,0.56272495,0,no_churn,-0.0451605726160687,-0.0039344148663076,-0.0471164907068941,-0.0084671044094102,-0.0458946254144029,0.0644207234913665,-0.0395820817158892,0.0267084148528465,Male,78,No,No,Employed,Suburban,High School or Below,1672293600
72,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,80542be1-8cc6-4927-b6cc-c37a62a105ec,no_churn,0.00530445,0,no_churn,-0.135546112551328,-0.0023418168040279,-0.0113885953962926,-0.0057534310806568,0.0281369993174576,-0.19153876407885,0.0243516217762316,0.0450539473041317,Male,39,No,No,Unemployed,Suburban,High School or Below,1672293600
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a64b365-92ff-4ea0-821e-03b7940f019b,no_churn,0.50408864,0,no_churn,0.196741098729835,0.0413634952387474,0.0106640756652086,-0.0700926495493513,-0.108068187368699,0.123314813583047,-0.0429066648742536,-0.0383375789978526,Male,30,No,No,Unemployed,Suburban,College,1672293600
23,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,fa3477d4-6683-46d1-ae7e-deae07dff3ed,churn,0.47304708,1,churn,-0.170431171718647,-0.0049727713903666,0.0842815571314986,-0.0791761001927443,0.0041664800705802,0.0118615350507116,0.0068605841599674,-0.0199495970040879,Female,44,Yes,Yes,Employed,Urban,College,1672293600
53,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,eb634549-19ec-4b79-b0e6-86ece7585c33,no_churn,0.04727029,0,no_churn,-0.04159938488865,-0.0032852172678758,-0.0167547569418002,-0.0087893019848343,-0.0949879104848423,-0.0417733578776096,-0.0231880131284924,-0.0386482088451794,Male,65,No,Yes,Employed,Suburban,College,1672293600
35,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d0d5da78-bcbb-4016-bd27-98b1a6869ad1,no_churn,0.13019994,0,no_churn,-0.0426801722913023,-0.0069856464869735,0.0355860058263169,-0.0598509155562351,-0.0167013409619085,0.0522498944109884,-0.03431104190935,-0.0090710253665383,Male,66,Yes,No,Employed,Suburban,Bachelor,1672293600
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,fc90288b-ccbc-4913-812d-1bb4eb48e5c7,no_churn,0.011085973,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Male,68,Yes,No,Employed,Suburban,High School or Below,1672293600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,33244750-3cda-4317-9388-2e83058fee2c,churn,0.75135773,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,39,No,Yes,Employed,Suburban,High School or Below,1672293600
35,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,cc18ed91-529a-4f7d-b740-face3c4cb804,no_churn,0.3872504,0,no_churn,-0.129636869642536,-0.0027844418523454,0.0870976932088524,-0.0321056876545571,0.0517394164050347,0.0833895556620518,0.125037050298888,0.0642490460147837,Female,43,Yes,Yes,Unemployed,Suburban,Bachelor,1672293600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,63e96e03-01ed-436a-a10e-57939d44acfe,no_churn,0.17216201,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,34,Yes,No,Unemployed,Suburban,Bachelor,1672293600
70,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,7aaf60b2-07f1-4e51-aa9e-f035e593e072,no_churn,0.0724216999999999,0,no_churn,-0.0992561159567776,-0.0026549822606102,0.0155402375539961,0.0410876470220864,-0.056391350690128,-0.11100219567868,-0.0228952278047108,-0.0284541633830303,Female,74,No,Yes,Employed,Urban,College,1672293600
51,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,636e9031-e7f3-404b-addd-03ac100da70f,no_churn,0.14529645,0,no_churn,-0.149497526611949,-0.0022136450690595,0.0414037240795096,0.0092075044811826,0.0121926492730653,-0.156312343964992,-0.0109793879037351,-0.0028271276285886,Female,46,No,No,Unemployed,Suburban,College,1672293600
33,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,fed91a40-e670-42a3-9c21-2aefe22f873b,churn,0.26285633,1,churn,0.0232496953728514,-0.0010267313008444,0.0110475273588599,0.0426882188665695,0.0229690241478783,0.0153415955818309,-0.0115285518932614,0.0082330749893299,Female,34,No,Yes,Employed,Suburban,High School or Below,1672293600
20,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,26792104-47f5-47ce-8b6a-110dad8c5330,no_churn,0.046668515,0,no_churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Male,55,No,Yes,Unemployed,Urban,College,1672293600
28,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e5198ff8-f2d6-41fb-a880-65cdb5e5a7df,churn,0.64801335,1,churn,0.0685792221102565,-0.0018893735200572,0.134263681399748,0.112813698734103,0.0791257213171229,0.147128606076499,0.078506553377174,0.102945748574912,Male,70,Yes,Yes,Unemployed,Suburban,College,1672293600
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4ad13e28-3167-46d4-bfed-e1113242edd0,no_churn,0.413691,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,35,No,No,Unemployed,Suburban,College,1672293600
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,f893acfb-8d82-4a90-ac28-04ae26b74622,no_churn,0.001955909,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Female,47,Yes,Yes,Employed,Suburban,Bachelor,1672293600
57,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,bd200654-8043-4362-ac13-180a7cfad906,no_churn,0.025745748,0,no_churn,-0.031578644415058,-0.007375935857799,-0.0263907888442918,-0.0278098967798905,0.0154388257864957,-0.116636389331989,-0.0287554251140682,-0.0359178982151388,Male,50,No,Yes,Employed,Urban,High School or Below,1672293600
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e2c8c2a0-d4c3-4e85-8f74-d4223a87e1c3,no_churn,0.24841616,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Female,20,No,No,Unemployed,Suburban,High School or Below,1672293600
17,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2b922ee4-14df-43e4-9523-f41c59cf2603,churn,0.14351316,1,churn,0.290018796136019,0.0059465726086637,0.0735731499862777,0.0717384225793102,0.0410727621164369,0.149680576274532,-0.0036186552770686,0.0246268054285974,Male,39,No,Yes,Employed,Urban,Bachelor,1672293600
56,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,4c6390ad-6b58-4700-b07c-48b574e5a4d2,no_churn,0.26700607,0,no_churn,-0.0731701501691441,-0.004422849905477,-0.0967532707288228,-0.0460975015250005,0.0340614988716151,0.0542954629815358,-0.0108159497950327,-0.0461233909407565,Female,56,No,No,Employed,Suburban,Bachelor,1672293600
69,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,3481899d-669b-49b7-872c-1da1b2552d3a,no_churn,0.028621228,0,no_churn,-0.0499034033338739,-0.0035173423161359,-0.002951395732889,-0.0289424458859866,-0.0339560852141767,-0.113720932364504,-0.0160550353610051,-0.0179795129582089,Female,35,No,No,Employed,Suburban,Bachelor,1672293600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,193fedc8-b080-4d6e-b625-4bfe6de5c58a,churn,0.555974,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,23,No,Yes,Employed,Suburban,Bachelor,1672293600
69,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,2e9a7d4c-fd2d-453a-9c08-6ab92dc055a4,no_churn,0.016357504,0,no_churn,-0.0947931463637724,-0.0030613406280645,-0.0241622905729582,0.0230723645936541,-0.0250371070165329,-0.116466546259162,-0.0152347574503255,-0.0133433297458122,Male,77,Yes,Yes,Employed,Suburban,Master,1672293600
67,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,e44211f2-ef0e-43bd-b231-1d43670aef65,no_churn,0.0111309894999999,0,no_churn,-0.0573271511061648,-0.0027380845427978,0.0032158490062647,-0.0913388206848412,-0.0409086944051705,-0.117234589893988,0.0206721670566821,0.0266331706605024,Female,62,Yes,No,Disabled,Suburban,Doctor,1672293600
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2f18caad-37ba-47c4-9e0a-58ec1859239b,no_churn,0.4608083,0,no_churn,-0.101102424445571,-0.0064284702968871,-0.0947367145851058,0.0241070741613657,-0.0003633258269837,0.0527910214691473,-0.0535379434321839,-0.0537553671722707,Male,24,No,Yes,Unemployed,Suburban,Master,1672293600
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dd5ec3fd-c14f-4656-baf3-a8d7f0f7ae0c,churn,0.7271244,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,61,Yes,No,Unemployed,Suburban,Master,1672293600
5,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,ef5944d5-9941-4f90-8efe-0acb748dd75f,no_churn,0.48548174,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,58,No,Yes,Employed,Suburban,College,1672293600
35,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e89a7579-1909-4efa-9983-efd2b1e32378,no_churn,0.13019994,0,no_churn,-0.0426801722913023,-0.0069856464869735,0.0355860058263169,-0.0598509155562351,-0.0167013409619085,0.0522498944109884,-0.03431104190935,-0.0090710253665383,Female,60,Yes,No,Employed,Suburban,High School or Below,1672293600
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,494c4add-33e3-4a01-9165-5ad557503134,churn,0.5328505,1,churn,-0.109521766768348,-0.0025645280625394,0.0145169460338092,0.0232330098224156,0.0243390476230524,0.0881119714393571,0.0075253356056146,0.0303338360140696,Female,56,No,No,Unemployed,Suburban,College,1672293600
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9231f706-8212-4f3c-a1c8-8f1e65456e95,churn,0.16901347,1,churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Male,47,Yes,No,Employed,Rural,College,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,56a7c9c7-70d3-40c2-977e-f8738b222016,no_churn,0.27497488,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,40,Yes,No,Unemployed,Suburban,High School or Below,1672293600
72,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,f09f83be-0926-4085-853e-df199e5bafc3,no_churn,0.0022029055,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Male,56,Yes,No,Unemployed,Rural,High School or Below,1672293600
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4de7d5a0-9a9a-4df0-a927-4a97a365c2ac,churn,0.84959865,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Male,69,No,No,Unemployed,Rural,Bachelor,1672293600
47,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,c7f30575-0502-4223-b600-7d40411959c0,no_churn,0.027372103,0,no_churn,0.0800458631899437,-0.0027042196012371,0.0378441091605236,0.075326908758634,0.0571205789029954,0.0352885994450753,-0.0033721650340885,0.0014241800902709,Male,27,No,Yes,Unemployed,Suburban,College,1672293600
47,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,972cd995-d824-401d-81e6-10c667e89f0d,no_churn,0.027372103,0,no_churn,0.0800458631899437,-0.0027042196012371,0.0378441091605236,0.075326908758634,0.0571205789029954,0.0352885994450753,-0.0033721650340885,0.0014241800902709,Female,40,No,Yes,Retired,Suburban,College,1672293600
42,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8f69b5d7-ab3f-454c-b062-f05e24a3b320,no_churn,0.4143293,0,no_churn,-0.0785707152290524,-0.0057371634041919,-0.0604403438137705,0.0275729925321138,-0.0017417973756892,0.0542685747987889,-0.0780922696800007,-0.070285427583949,Female,54,No,Yes,Employed,Urban,High School or Below,1672293600
58,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,722bbd39-53bf-4557-a4a7-a39bba4201ff,no_churn,0.09747001,0,no_churn,-0.11824483189368,-0.0062174047176995,-0.0195230814966635,-0.0497891254368732,0.0078230860421354,0.0321975830386691,-0.0464763596080956,-0.0487960171474514,Female,79,No,Yes,Employed,Suburban,High School or Below,1672293600
65,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,e3dbd01e-8b63-4ef3-b795-4d92cdaafe72,no_churn,0.005703389,0,no_churn,-0.0473312715951578,-0.0027404129958449,-0.0076700118216103,-0.01925541896102,0.0023705071830954,-0.134404219923908,-0.026394396367832,-0.0336009278180972,Male,48,No,No,Employed,Rural,College,1672293600
56,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,4bd8821b-97a1-4673-a176-2785426d3c85,no_churn,0.09288084,0,no_churn,-0.0639422631564593,-0.0124565569189508,3.9808391356928e-05,-0.0478751841267876,-0.0901125729861269,-0.0884049241618231,0.0079557155246038,0.0357698240820718,Male,33,No,No,Employed,Suburban,College,1672293600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,51dc7a46-c758-4ae8-8305-344c944cf452,no_churn,0.28824058,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,33,No,No,Employed,Suburban,College,1672293600
72,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,4a2e8477-08a2-4b12-95ee-3cb7872bc5e6,no_churn,0.0039254013,0,no_churn,-0.0794341018525312,0.0045907798312043,-0.0034991105374467,-0.0180400161873626,-0.0282650555662121,-0.121278223929647,-0.0109958059160624,-0.0121046182451948,Male,24,No,Yes,Unemployed,Urban,College,1672293600
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2cc36cd5-e06b-466d-b216-04e9d186c39b,no_churn,0.2423904,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,43,No,No,Retired,Suburban,High School or Below,1672293600
4,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,6642fb0d-fa6c-4c68-80e0-06b4beb5fa5a,churn,0.7631123,1,churn,0.205042571787826,0.0006132227561829,0.0638062716208787,-0.048334313094765,0.0942198751211981,0.139695028156293,0.0788432130663659,0.104587984315285,Male,27,No,Yes,Unemployed,Suburban,Doctor,1672293600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9f995563-0b48-4e47-8aa4-1e7d0b711331,no_churn,0.5576662,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,60,No,No,Disabled,Suburban,Bachelor,1672293600
72,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,56eeb9f7-1c79-4583-8757-5622d2766efa,no_churn,0.0027474184,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Male,38,Yes,Yes,Employed,Suburban,Bachelor,1672293600
9,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a093f51e-b6cd-481c-ace1-beb7446b8587,no_churn,0.106636025,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,45,Yes,Yes,Employed,Suburban,College,1672293600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a5e3eb38-adfe-4772-8559-c02f53ae53fb,no_churn,0.34748566,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,36,No,Yes,Unemployed,Suburban,College,1672293600
66,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,7bd5548d-7c87-497c-bfec-1ac83946eeee,no_churn,0.23274215,0,no_churn,-0.160169925292657,-0.0023891207260385,0.017326101608196,0.0184358063753279,-0.0776613385881409,-0.0862270953023744,-0.0049005447195122,0.0265599648394709,Male,65,No,No,Employed,Suburban,High School or Below,1672293600
57,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,5ca4adf4-d4c0-45f8-8518-20eb5a9b3f9a,no_churn,0.088922404,0,no_churn,-0.0531931746859754,-0.0047926543591893,0.0029912521702544,-0.0319939602721842,0.0077902905078735,-0.0810452429350334,-0.048828390286726,-0.0299542722720798,Male,70,No,No,Employed,Suburban,High School or Below,1672293600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8dd4793f-cb75-46c1-8585-1ab9f03cb498,churn,0.43190458,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,68,Yes,No,Unemployed,Rural,Bachelor,1672293600
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,c38a6d4d-2afb-409f-a71c-691988ea081f,no_churn,0.0063888235,0,no_churn,-0.099811563927733,-0.0030889051065787,-0.0023205942145705,-0.0301911646202734,-0.0370275358077469,-0.135272178380574,0.0164675211568192,0.0222182675229714,Male,33,Yes,No,Employed,Rural,College,1672293600
53,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,cd0a2cae-7e63-474d-8210-9551cfc5e85f,no_churn,0.018321218,0,no_churn,-0.117242645715924,-0.0019472890509496,-0.0179713543705838,-0.0268835841186773,0.0156146846965566,-0.15098674594512,-0.0005125313465941,0.0509033157969679,Male,33,No,Yes,Medical Leave,Rural,College,1672293600
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,57cfc4b2-766b-479f-a86b-115f610e3c8e,churn,0.45294878,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,64,No,Yes,Unemployed,Suburban,High School or Below,1672293600
2,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,1dae49bf-9426-4a9e-8714-147208e5214d,no_churn,0.070757926,0,no_churn,0.113632515707723,-0.0076623048139663,-0.0128449158730654,-0.0028611455107238,-0.0618177136718986,-0.0229638474693911,-0.0130452407339635,-0.012463496978321,Male,28,No,No,Employed,Urban,Bachelor,1672293600
65,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3076f0f9-1a45-4253-a732-f7a061b05f37,no_churn,0.051558293,0,no_churn,-0.0850523641311701,-0.0036513292926792,-0.0186310717013839,-0.0327506882616944,-0.0088315763533501,0.0448461745770691,-0.0382490991945633,-0.0467061972183728,Female,31,Yes,No,Retired,Suburban,High School or Below,1672293600
19,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8fc1cb38-ec0a-4e44-919b-950f38be3d5e,no_churn,0.12780172,0,no_churn,-0.0645818181818594,-0.0079924272320931,-0.0085914389136269,-0.0568083057816329,-0.0727473199575524,0.0181024309830445,-0.0430087723101314,-0.0333985008157469,Male,63,No,Yes,Employed,Urban,High School or Below,1672293600
41,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,d330da39-fd3f-4e8f-ab6b-1db384a364c0,no_churn,0.12581591,0,no_churn,-0.0974846535372944,-0.0024344875287533,0.0272420618187607,-0.0046030005021111,0.0386246637834665,-0.231859246830618,-0.0257774703493669,0.0572659794210358,Female,79,No,Yes,Employed,Suburban,Bachelor,1672293600
50,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,b74bfa42-4817-4ed6-a836-84f386823f87,no_churn,0.0070916014,0,no_churn,-0.0388266252286848,-0.0037288262194124,-0.015952306935469,-0.0404926839947074,0.0106697552584046,-0.114010126032317,-0.0279782349654851,-0.0387071045168704,Male,64,No,Yes,Employed,Urban,College,1672293600
40,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,1b34b3b7-7998-49d7-acea-bdd32c4bad82,no_churn,0.26172248,0,no_churn,-0.131484877386388,-0.0105160411476026,0.0263074361394228,0.0872433445307433,-0.0813920421410557,0.0255164816652131,-0.0313736620669442,-0.0162806126262785,Female,72,No,Yes,Unemployed,Rural,College,1672293600
72,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,fa0e7bc3-55e3-46a5-adcb-d4d0dd23dfdd,no_churn,0.0039254013,0,no_churn,-0.0794341018525312,0.0045907798312043,-0.0034991105374467,-0.0180400161873626,-0.0282650555662121,-0.121278223929647,-0.0109958059160624,-0.0121046182451948,Male,71,No,Yes,Employed,Suburban,High School or Below,1672293600
16,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ed3b15d4-2373-4dd0-8185-e8c31ce17ba6,no_churn,0.5339555,0,no_churn,0.104749153444036,-0.0047621005482506,-0.062659696753144,0.0244892924616488,0.0985809887047616,0.116442722075117,0.126573168537252,0.0974571515629759,Male,23,No,No,Employed,Rural,Bachelor,1672293600
72,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,728d0248-5983-4fba-8115-86d56bb991d0,no_churn,0.00530445,0,no_churn,-0.135546112551328,-0.0023418168040279,-0.0113885953962926,-0.0057534310806568,0.0281369993174576,-0.19153876407885,0.0243516217762316,0.0450539473041317,Male,72,No,No,Employed,Suburban,College,1672293600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,991ee3fb-c8ca-41f0-a950-f67cda46ace2,no_churn,0.5576662,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,53,No,No,Medical Leave,Rural,Master,1672293600
38,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,2acde9c4-918e-401c-85bd-0d17eb068dff,no_churn,0.13175003,0,no_churn,-0.0938160155530386,-0.0039607306376638,-0.0246370534282959,-0.0227009244855162,-0.007566665339691,-0.113119157804449,-0.0243724148956744,0.0311468084619218,Male,73,No,No,Unemployed,Rural,High School or Below,1672293600
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,72a52656-f79b-4990-81e8-8373c8e14f76,no_churn,0.05096143,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Male,43,No,Yes,Employed,Suburban,Master,1672293600
30,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,d0a99837-c91b-4bbd-a8cb-32ff70ff3428,no_churn,0.4957603,0,no_churn,-0.0774009826672409,-0.0020064738285145,0.038288639728089,0.0341141375335155,-0.0453500983639969,0.0898513847663525,0.018573128877997,0.0112612584415364,Female,73,No,Yes,Employed,Rural,Bachelor,1672293600
35,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,31c7cdd7-976e-471f-9fb6-7e8da277637d,no_churn,0.13019994,0,no_churn,-0.0426801722913023,-0.0069856464869735,0.0355860058263169,-0.0598509155562351,-0.0167013409619085,0.0522498944109884,-0.03431104190935,-0.0090710253665383,Male,79,No,No,Employed,Rural,High School or Below,1672293600
5,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,9bea073f-fb81-483a-ac2a-cd8042170722,churn,0.8286744,1,churn,0.192375746829734,-0.0003937981851413,0.0051006631527525,0.0762994020469159,0.124863239242923,0.13056874165698,0.0323049477269114,0.0598549102940523,Female,68,Yes,Yes,Employed,Suburban,Bachelor,1672293600
70,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,eec3b949-51fc-45d5-8d2d-75020952bfe3,no_churn,0.06952996,0,no_churn,-0.124174166654557,-0.0033027388457412,0.0079342640215054,0.0237041840710026,-0.0213093634161214,-0.10686649183257,-0.0152084505152924,-0.0298033885283257,Male,65,No,Yes,Employed,Suburban,College,1672293600
27,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,c15b1b55-93ac-4b55-88b3-7df79ffb7af3,churn,0.6321084,1,churn,-0.0061558636577046,-0.0045397138963926,0.0751163213386462,0.107075854996092,-0.0818344090549089,0.0787341372727223,0.0060004275217943,0.0615770973337384,Male,22,No,No,Employed,Suburban,College,1672293600
13,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c7b11a11-61ab-418a-b377-8bce82920c42,no_churn,0.15491341,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,74,Yes,Yes,Unemployed,Suburban,Bachelor,1672293600
69,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,0c849a6a-3ee1-46da-89a2-1480b47c0a9a,no_churn,0.028621228,0,no_churn,-0.0499034033338739,-0.0035173423161359,-0.002951395732889,-0.0289424458859866,-0.0339560852141767,-0.113720932364504,-0.0160550353610051,-0.0179795129582089,Male,39,No,No,Employed,Suburban,High School or Below,1672293600
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,a216a05b-22db-4a2d-ba8c-07fe84dd5edd,no_churn,0.0048564076,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Male,46,Yes,No,Unemployed,Urban,Bachelor,1672293600
17,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,5c3ae8ab-6bd7-429c-a395-cd073c95da97,no_churn,0.4033281,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,57,No,No,Employed,Suburban,Bachelor,1672293600
54,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,c9a13f29-cf00-4fed-8752-5fcef77135a1,no_churn,0.14323631,0,no_churn,-0.0589332183902615,-0.0047108370465139,0.0064155163764871,0.0129503681160076,0.0151971601504328,-0.126054109435495,-0.0484187221759111,-0.0654723096339603,Male,24,Yes,No,Disabled,Suburban,Bachelor,1672293600
68,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,d345c194-d752-4e03-85b8-41f5f5bfadc0,no_churn,0.011085973,0,no_churn,-0.0646756003459995,-0.0036182479678791,-0.0171767076225933,-0.0170922859073471,0.0033732091813908,-0.124578216574691,-0.0197823833049551,-0.025475920833378,Female,31,Yes,No,Disabled,Suburban,Master,1672293600
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,232c7f25-f695-4bec-be44-bc8529d1e8bf,no_churn,0.56730324,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,70,No,Yes,Employed,Suburban,Bachelor,1672293600
68,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,b5c9528c-9c59-4603-adfe-c4a501546d4d,churn,0.23536928,1,churn,-0.166158146351063,-0.001625163415847,-0.0071340031187355,-0.0041961303772222,0.0312149907748425,-0.128891353340896,0.0125216206124423,0.0552420335108036,Male,56,No,No,Unemployed,Suburban,Master,1672293600
12,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,8e86dd05-15ed-4e17-b3a3-82dc3a70c1b2,no_churn,0.1488989,0,no_churn,0.0369082087879905,-0.0021061455741801,-0.0350360384157102,-0.0499557590913173,-0.0731854460183967,0.0034467956729895,0.0202266841453638,0.0206755496265759,Male,38,Yes,No,Employed,Urban,Bachelor,1672293600
2,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,a739f71d-9d5b-4e58-ba39-8ed9bdd2b860,no_churn,0.070757926,0,no_churn,0.113632515707723,-0.0076623048139663,-0.0128449158730654,-0.0028611455107238,-0.0618177136718986,-0.0229638474693911,-0.0130452407339635,-0.012463496978321,Male,77,No,Yes,Disabled,Rural,College,1672293600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,fa665d07-8f29-4ed3-b129-249f53a680a7,churn,0.89101756,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Male,75,No,Yes,Employed,Suburban,College,1672293600
12,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,3e4885d4-1e3c-40f9-bee7-8e40b56f8650,no_churn,0.05096143,0,no_churn,-0.0069262319454719,0.0230179359610792,0.0117068007146099,-0.0401959780104516,0.0243808297473606,-0.0691151647387414,-0.0166053167755899,-0.0252890267413249,Male,70,No,No,Employed,Suburban,College,1672293600
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,57fc67f1-154c-4b16-ba9b-17fb4facc36a,churn,0.3062292,1,churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Female,27,No,No,Employed,Rural,Master,1672293600
5,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8ecc5e9f-6b75-4cc5-820d-9f30cb5faeb0,no_churn,0.48548174,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,34,No,Yes,Unemployed,Suburban,Master,1672293600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,de655eda-0576-42ad-8787-01db3a2decad,churn,0.89101756,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Male,73,No,No,Unemployed,Suburban,Doctor,1672293600
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,90fa7a0f-65f5-4742-9ea1-9a00672a00a3,churn,0.5328505,1,churn,-0.109521766768348,-0.0025645280625394,0.0145169460338092,0.0232330098224156,0.0243390476230524,0.0881119714393571,0.0075253356056146,0.0303338360140696,Female,32,No,Yes,Employed,Suburban,College,1672293600
10,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,892ae44a-0370-42fd-903f-418fd113e786,no_churn,0.024981597,0,no_churn,-0.0393023157701009,-0.0081939591527589,-0.012491413544285,-0.0421354850147963,-0.000877011230159,-0.0835468120117548,-0.0332099169754019,-0.0492692388407249,Female,74,No,No,Employed,Rural,Bachelor,1672293600
58,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,16688b32-a787-474b-ab27-e4d075173de7,no_churn,0.050487384,0,no_churn,-0.0699790688966368,-0.0068471964023819,-0.0076651663482107,-0.0201179395167309,-0.0192564202060066,-0.0486515283011522,-0.0212294998214929,-0.0252793329940504,Female,36,Yes,No,Unemployed,Rural,Bachelor,1672293600
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b48fa6b7-d9c0-494d-9773-c7ba0da0200a,churn,0.6015813,1,churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Male,44,No,No,Employed,Suburban,Bachelor,1672293600
3,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,91a4d28a-bde6-4328-adc8-2fdd41366f4e,no_churn,0.15921727,0,no_churn,0.183009570871054,-0.0069812675645152,0.0938166488358365,-0.0112669036324678,0.110839822632424,0.142624817311271,-0.0025333368003339,-0.0020294276312415,Female,44,No,No,Employed,Suburban,Bachelor,1672293600
46,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,614cd280-0a8e-46e0-9501-54ba214fc687,no_churn,0.021141548,0,no_churn,-0.0502738423710343,-0.0043000403173573,-0.0035209972232041,-0.0709615463417048,-0.0229814555293887,-0.0902397255980758,-0.014663457922943,-0.0120850852921785,Female,56,No,Yes,Employed,Suburban,High School or Below,1672293600
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4e764769-4a1b-4771-9ebc-d5c63a766f35,no_churn,0.29847935,0,no_churn,0.120924022404029,0.141727963660269,0.0712283607194149,0.0065170873447141,0.009179555340811,0.0993565522477547,-0.0268313843177747,-0.0280330640118381,Male,53,No,No,Employed,Suburban,High School or Below,1672293600
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,19cfcfde-8cfa-4636-a792-a91e74c3864a,churn,0.84959865,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Male,33,No,Yes,Medical Leave,Urban,College,1672293600
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,6d733c78-7c8e-4d03-9d60-facf5e371c6d,no_churn,0.017179536,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Male,73,No,Yes,Employed,Suburban,College,1672293600
5,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a8ecce08-d7d8-4e9c-9b98-94afe93e02c5,churn,0.8286744,1,churn,0.192375746829734,-0.0003937981851413,0.0051006631527525,0.0762994020469159,0.124863239242923,0.13056874165698,0.0323049477269114,0.0598549102940523,Male,20,Yes,Yes,Employed,Suburban,Bachelor,1672293600
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1da99139-95c3-4d64-92d0-0205e1580cb6,churn,0.5328505,1,churn,-0.109521766768348,-0.0025645280625394,0.0145169460338092,0.0232330098224156,0.0243390476230524,0.0881119714393571,0.0075253356056146,0.0303338360140696,Female,69,No,Yes,Unemployed,Urban,High School or Below,1672293600
3,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,38ee9022-7037-4971-9bae-b06edc903e3f,churn,0.8209489,1,churn,0.0334945135375846,-0.0064527368945891,0.0792038611464704,-0.121471353594006,0.0122834568925236,0.0793863784076347,0.0064445731847081,0.0100097633866607,Female,38,No,No,Employed,Suburban,High School or Below,1672293600
21,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e637a030-7410-4fc2-83ff-927b731d4bb5,churn,0.25816357,0,no_churn,-0.0516242748681179,-0.0908244195884799,-0.0305202937612102,-0.0414916235011969,-0.0096303034090396,0.06251394698892,-0.0380215740660332,-0.0594276084776629,Female,47,No,No,Employed,Urban,Master,1672293600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ccb7f142-be10-4e02-9140-59ba266fa97f,churn,0.8356039,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,36,Yes,No,Employed,Suburban,High School or Below,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2a917829-0d7c-4343-a619-10403c4b3bd5,no_churn,0.27497488,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,66,Yes,No,Employed,Suburban,College,1672293600
48,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,19409430-162d-470f-9cfb-efe1a8c648a8,no_churn,0.07641991,0,no_churn,-0.0645301711841784,-0.0019970829339945,0.030893236910415,0.0807029527776467,-0.039508928769228,-0.200535899571532,0.0426434755833452,0.0283062643278935,Female,34,Yes,Yes,Employed,Suburban,Bachelor,1672293600
65,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,5c2cc7cb-f8bb-4525-abf0-764ae7d50ac4,no_churn,0.005703389,0,no_churn,-0.0473312715951578,-0.0027404129958449,-0.0076700118216103,-0.01925541896102,0.0023705071830954,-0.134404219923908,-0.026394396367832,-0.0336009278180972,Female,49,No,Yes,Employed,Suburban,Bachelor,1672293600
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32a0c478-da53-456f-947f-afe376ffe4a4,no_churn,0.6236136,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,49,No,No,Unemployed,Suburban,College,1672293600
2,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1bd57429-9b02-4d76-8625-a6ee7db742b5,no_churn,0.1452136,0,no_churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Female,52,Yes,No,Employed,Suburban,Bachelor,1672293600
68,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,940dff0a-4f93-4c95-a42c-2d76573de488,no_churn,0.0037792121999999,0,no_churn,-0.0615732139970077,-0.0037424435125467,-0.0059334014421074,-0.0248948938849571,-0.0294639027682569,-0.112017803128292,-0.0135105778051183,-0.0178899169026954,Female,22,Yes,No,Employed,Suburban,Bachelor,1672293600
16,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,50000016-d386-47ed-99c2-b25ccac00803,churn,0.5486825,1,churn,0.0929035650369769,-0.0056466418072523,0.104161506290202,-0.0177454087463866,0.14251007961564,0.0913348204246995,-0.0107384920757613,0.0167420448855409,Male,59,Yes,No,Unemployed,Urban,Master,1672293600
13,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,94c82d40-72cc-44c7-96e2-26dd7a6b7ba2,no_churn,0.35276353,0,no_churn,0.164532030697828,0.153728068581086,0.0357781642800819,0.101907752291581,0.081734381244205,0.100403804212456,-0.0072505755724978,-0.0298597690267797,Female,52,No,No,Retired,Suburban,College,1672293600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,6e82d608-ff02-4952-a25b-b44ff021fc13,no_churn,0.026746335,0,no_churn,-0.124393302092938,-0.0031237637929007,0.0030709888184333,0.0339032386152666,-0.0226064327340554,-0.131677155033829,-0.0103692914456905,-0.0138304356675826,Female,71,No,Yes,Retired,Suburban,College,1672293600
59,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,3fedc345-5f63-4909-995b-5b0de8b76fd4,no_churn,0.07852566,0,no_churn,0.0037941064442384,-0.0023503766918838,0.0365636864209773,0.0357291728189738,0.103469816067154,-0.0177898217601523,0.0197628738740877,0.0758182037680671,Male,23,No,No,Employed,Suburban,College,1672293600
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,2d13321d-45e1-42b9-a481-419be4e24c52,no_churn,0.29847935,0,no_churn,0.120924022404029,0.141727963660269,0.0712283607194149,0.0065170873447141,0.009179555340811,0.0993565522477547,-0.0268313843177747,-0.0280330640118381,Male,33,No,Yes,Employed,Urban,High School or Below,1672293600
49,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,dfb78d0e-b9cf-4d14-b977-f730b4da4aac,no_churn,0.015199051,0,no_churn,-0.0635239326197461,-0.0037332585383774,-0.0168198953030878,-0.0361286934149029,-0.0237609224266634,-0.093687986340501,-0.0139497846594349,-0.0174216781172981,Male,56,No,No,Employed,Suburban,College,1672293600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fc958baa-45be-44db-9a3a-4b00d0003bc7,churn,0.6998674,1,churn,0.13228871870213,-0.0043882521816158,-0.0189570519678727,-0.0109175048581255,0.0609130537229975,0.128542314417937,0.0444247933512633,0.0691034998859322,Female,44,No,Yes,Unemployed,Urban,Bachelor,1672293600
8,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,f3eb7dea-a3f9-477a-9709-3be37e6baa64,no_churn,0.30460954,0,no_churn,0.0828146772495347,0.094982712820738,0.0415897191783983,-0.134071267804402,0.0498938739974664,0.0681092641147711,-0.0295013871687569,-0.0428437398546384,Male,80,No,No,Disabled,Suburban,High School or Below,1672293600
53,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,46cbb7e6-1f6a-40bb-ab10-454f9bb64c9e,no_churn,0.12851942,0,no_churn,-0.198965169612447,-0.004016066639715,-0.0132421009741028,0.0005942237883846,0.0430845718354612,0.0724427008689235,-0.0627614781384909,-0.0061628311544609,Male,63,No,Yes,Medical Leave,Rural,College,1672293600
21,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,fb8c572e-7491-43d5-8af7-facd9adc588e,no_churn,0.0221946429999999,0,no_churn,-0.0628743023902916,-0.0039598475404727,-0.0156216271851371,-0.0405506256161697,0.0036937431259502,-0.0714400698487952,-0.0289665182366661,-0.0493069051876773,Female,57,Yes,Yes,Employed,Urban,Bachelor,1672293600
10,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,7f0b6274-e70c-4e25-beb4-6b2d6706b237,no_churn,0.018140856,0,no_churn,-0.0002129729047851,0.0193119498535975,-0.0045796413508264,-0.0541756719373256,-0.0583319989309279,-0.185063265422077,0.0227826486178992,0.0312427991700201,Female,22,No,No,Employed,Suburban,Bachelor,1672293600
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9fdfe05f-2fdf-4e8d-bb09-f8162e14c352,no_churn,0.2857294,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,50,No,No,Unemployed,Suburban,High School or Below,1672293600
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3aebe355-02a8-4ec0-aa60-ac7a9ebec6ca,no_churn,0.4608083,0,no_churn,-0.101102424445571,-0.0064284702968871,-0.0947367145851058,0.0241070741613657,-0.0003633258269837,0.0527910214691473,-0.0535379434321839,-0.0537553671722707,Male,34,Yes,Yes,Unemployed,Rural,High School or Below,1672293600
41,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,868f57bb-c0d7-453f-a0e8-1bf93a66532a,no_churn,0.12581591,0,no_churn,-0.0974846535372944,-0.0024344875287533,0.0272420618187607,-0.0046030005021111,0.0386246637834665,-0.231859246830618,-0.0257774703493669,0.0572659794210358,Female,52,No,No,Employed,Suburban,Bachelor,1672293600
28,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1a984b93-d88c-4feb-ab40-2aa49fa176a5,churn,0.64801335,1,churn,0.0685792221102565,-0.0018893735200572,0.134263681399748,0.112813698734103,0.0791257213171229,0.147128606076499,0.078506553377174,0.102945748574912,Female,59,No,Yes,Disabled,Suburban,Bachelor,1672293600
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4d1effdf-9202-483d-ba1f-da7bb911ec37,churn,0.31714553,1,churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Female,47,No,No,Employed,Urban,Bachelor,1672293600
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,7165a82d-196e-42fc-80bc-ee540b657479,no_churn,0.09910442,0,no_churn,-0.255560603219114,-0.0043220837727676,0.0094952544664556,0.017823549242621,-0.0095947691254605,0.0283108767344629,-0.013957502600424,-0.0184986491153631,Female,42,Yes,No,Employed,Rural,College,1672293600
49,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,24586578-4e11-4cb9-8695-baefcff16a4a,no_churn,0.021653019,0,no_churn,-0.0599329720556397,-0.0122882295837371,-0.0385049944698857,-0.015449301116987,0.0139345488103026,-0.0864268110655302,-0.0250166950001948,-0.04534169892926,Male,28,Yes,No,Employed,Suburban,College,1672293600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c6640c02-1d42-4c55-bb65-5833cd6e5403,churn,0.43190458,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,28,No,No,Employed,Rural,Bachelor,1672293600
69,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,79dbefc6-d871-46ed-9067-bae81d82fac4,no_churn,0.013480319,0,no_churn,-0.0560886506703627,-0.0028282303682408,-0.0310460632181002,-0.0252647380768848,-0.037271651773135,-0.171236628895304,0.0299132632424789,0.0247965467986978,Male,75,No,No,Employed,Urban,Bachelor,1672293600
10,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,fe099925-ee1c-4910-a8ce-10e0d2bb7c11,no_churn,0.024981597,0,no_churn,-0.0393023157701009,-0.0081939591527589,-0.012491413544285,-0.0421354850147963,-0.000877011230159,-0.0835468120117548,-0.0332099169754019,-0.0492692388407249,Female,26,No,No,Employed,Suburban,Bachelor,1672293600
71,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,3cd09c99-0e4e-4cfd-92d5-9521d6776b44,no_churn,0.0045674643,0,no_churn,-0.115654693967717,-0.002449679763431,-0.016616533902561,-0.0751847799179449,0.0297609843370446,-0.165716127932519,0.0362032178316076,0.0506314613452559,Male,44,No,No,Unemployed,Suburban,College,1672293600
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,00f94461-d758-407a-becf-b249090ca576,no_churn,0.27497488,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,28,Yes,No,Employed,Suburban,College,1672293600
19,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,796c2820-67fd-4733-92e7-00226dab3e63,no_churn,0.12780172,0,no_churn,-0.0645818181818594,-0.0079924272320931,-0.0085914389136269,-0.0568083057816329,-0.0727473199575524,0.0181024309830445,-0.0430087723101314,-0.0333985008157469,Male,52,Yes,No,Employed,Suburban,Bachelor,1672293600
39,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,bc17e111-c27f-4af7-8e47-3cb833e552ce,no_churn,0.038254794,0,no_churn,-0.0391554006602928,-0.0013222273538485,0.0262421626829564,0.0197577177382118,0.0556460827764567,-0.18024553154346,0.0320329050896179,0.0680181416894629,Female,57,No,No,Employed,Suburban,Master,1672293600
25,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,3f1faf81-2281-4b5c-94d5-73b4405fc3a7,churn,0.44305873,1,churn,-0.114828998800267,-0.0047259073110399,0.026488558342271,-0.133823617184207,0.0464680450146261,0.0473533251543813,-0.0993366241126386,0.0333790648447757,Male,40,No,No,Employed,Suburban,Bachelor,1672293600
24,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,10dd9f6a-507d-47b7-8882-3e7cdcddef84,no_churn,0.009183132,0,no_churn,-0.0520355151612238,-0.0053697797436871,-0.0301938299904759,-0.0176589211623468,0.0128527638720152,-0.102288368395657,-0.0334952228036854,-0.0408372803790734,Male,61,No,No,Employed,Suburban,College,1672293600
21,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,7187ff4f-cb4e-4c51-acef-19c6c16d3503,no_churn,0.0221946429999999,0,no_churn,-0.0628743023902916,-0.0039598475404727,-0.0156216271851371,-0.0405506256161697,0.0036937431259502,-0.0714400698487952,-0.0289665182366661,-0.0493069051876773,Male,30,No,Yes,Employed,Suburban,Master,1672293600
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,eddb4f68-22f6-4d31-88b4-fb9f15d7a7fc,no_churn,0.07095176,0,no_churn,-0.0055423852583089,-0.0008596214030967,0.0753338180097671,0.0978402876306336,0.0462010359912164,-0.0342553758202075,0.11865182648331,0.0786042696095319,Male,62,No,Yes,Unemployed,Rural,Bachelor,1672293600
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,12bac45c-f225-4fa8-8f27-c9c52e031aff,no_churn,0.005579134,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Female,56,No,Yes,Disabled,Suburban,Bachelor,1672380000
43,Yes,No,Medium Speed,Phone_Support,Two year,<80hrs,Active,f21dd4a9-8c07-4acb-ac1b-b56432bd0a83,no_churn,0.0160777,0,no_churn,0.0271882451867986,0.0002377330086164,-0.0348237113224058,0.0438551295292745,0.093784535676441,-0.100221159646426,0.0504225493359354,0.070530529436055,Female,65,No,Yes,Employed,Urban,College,1672380000
52,Yes,Yes,Low Speed,In_Store_Support,Two year,<80hrs,Active,284b1ea6-11ef-4e9a-9ae4-b98b858c3bd5,no_churn,0.011662664,0,no_churn,-0.0697310599080446,-0.0057511500378313,0.0106771348097481,-0.0263506276540101,-0.0861742070390391,-0.154422608446494,0.0353521381821156,0.0373742278632744,Female,39,Yes,No,Unemployed,Suburban,Master,1672380000
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,778b5358-9b8b-4477-b8b4-e0702f808704,churn,0.37596387,1,churn,0.106171318883949,-0.0078255524932683,-0.0624258061340333,-0.0614810295692768,-0.0227653605791601,0.0866298993310283,0.0482125945923508,0.0644577872860827,Female,74,Yes,Yes,Unemployed,Suburban,Bachelor,1672380000
45,Yes,No,Medium Speed,In_Store_Support,Two year,<80hrs,Active,bb754f4b-c0e4-4847-80e4-4d0e04dec122,no_churn,0.016699355,0,no_churn,-0.0355068043565552,-0.0010693776138941,0.0044253109163037,-0.008149449587554,-0.0429095916660298,-0.155482782500958,0.0607469312035209,0.0389196124178852,Female,63,No,No,Medical Leave,Suburban,High School or Below,1672380000
9,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,2eae6243-febc-403d-9d4c-b4979a2a8a57,no_churn,0.0807029,0,no_churn,0.0157241976881141,-0.0028266195483683,-0.0143234019949159,0.0043773903618375,0.0427381012031537,-0.177975312148919,0.0732249908674839,0.0412011707067722,Male,21,No,No,Employed,Suburban,High School or Below,1672380000
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,21466960-d619-4982-9f06-9a6d8afeadbd,no_churn,0.007326953,0,no_churn,-0.0962077636670164,-0.0037643835173003,-0.0011779996823406,-0.0321102001581584,-0.0493703962388644,-0.127424793745226,0.0174339951766387,0.0235953885935168,Male,40,No,Yes,Unemployed,Suburban,High School or Below,1672380000
71,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,c1929bb3-9f4a-4b39-b7b4-56b968ce2862,no_churn,0.009596953,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Male,46,No,No,Employed,Rural,High School or Below,1672380000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,4b553eee-f9f6-4e98-a1aa-af83f6aa7c5b,no_churn,0.39419675,0,no_churn,0.0717079706044478,-0.0278653721302407,-0.0221049030644917,-0.0401115821511757,0.126232859077345,0.122550027349521,0.100900626439825,0.0971642213676432,Female,60,No,Yes,Medical Leave,Suburban,High School or Below,1672380000
4,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,415f6ad4-6a0b-4454-8e5a-a813440810b5,churn,0.281433,1,churn,0.223201749740128,-0.0025431073414802,0.0576046453845447,-0.0209063595534644,0.0110551080249024,0.13881468718253,0.222626394326508,0.072787408408185,Male,25,No,No,Unemployed,Suburban,High School or Below,1672380000
51,No,No phone service,Low Speed,In_Store_Support,One year,<80hrs,Active,b4114ea5-3a2a-4cbe-af7d-9ff9d88a8b3f,no_churn,0.11201038,0,no_churn,0.0095766216661058,0.141315328759629,0.0692515950319239,0.038379552369397,0.057405282751306,-0.0046456545315413,0.189822955635891,0.0698681784000973,Female,70,No,No,Employed,Urban,Master,1672380000
46,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,5b470fb9-9855-4199-9386-09cf988adce9,no_churn,0.017995916,0,no_churn,-0.0663784715786187,-0.0013213803889993,0.0131331187189334,-0.0045685525998396,0.0526149496955622,-0.149035405731283,0.0045574090435548,0.0419721826481873,Female,51,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
71,No,No phone service,Low Speed,Phone_Support,One year,<80hrs,Active,24a42410-d631-47ac-b87e-9221c05ac926,no_churn,0.02589237,0,no_churn,-0.125546666096068,0.0087979388888675,0.0332423001916072,0.0465675550201876,0.0269660697004746,-0.0646839520292587,0.0827069951740077,0.0629236104027359,Male,32,No,Yes,Unemployed,Suburban,Master,1672380000
31,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,7a24dabd-7bc4-434b-acfb-f0e621eed0af,no_churn,0.094227664,0,no_churn,-0.0318450824384854,-0.0098126937802226,-0.0278504093670744,-0.0793055037819067,-0.0685749004663921,0.0446064294130155,-0.0173569544359634,-0.0088870361738736,Male,80,Yes,Yes,Unemployed,Urban,Doctor,1672380000
71,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,8ef2642d-a848-4c4d-959c-74850a7f5b79,no_churn,0.006746459,0,no_churn,-0.145338328089329,-0.0026909254109159,-0.0005919605559392,-0.0651720711131383,0.0398354193978229,-0.124076693285115,0.046059390580649,0.0501156839216309,Female,60,Yes,Yes,Medical Leave,Suburban,Bachelor,1672380000
6,No,No phone service,Low Speed,In_Store_Support,One year,<80hrs,Active,5891d473-a567-41eb-bde0-0bbcf2b489ce,no_churn,0.24121274,0,no_churn,0.0161670922143548,0.0513806335615527,0.0306583822556876,0.0454315921086799,0.0171982947692185,-0.0344228125366453,0.0728033581950512,0.0317573134298982,Female,57,Yes,No,Employed,Suburban,College,1672380000
14,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,99b44d5b-5eb0-477b-a275-372e4ff1823a,no_churn,0.26490745,0,no_churn,0.0618822461705849,0.0037729924485756,0.011742612151188,0.0782527392837573,-0.0174677363422233,0.124465333411827,0.155033113201825,0.103292558033436,Female,56,No,Yes,Employed,Suburban,Bachelor,1672380000
70,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,f66caf3d-4922-4a84-8088-22f6a7e6f0d5,no_churn,0.016743299,0,no_churn,-0.0592175418410897,-0.0028118581057151,-0.0267076597482355,-0.022194469859196,-0.0316752790090686,-0.178941477756825,0.0280514211810896,0.0244707124157048,Male,59,No,No,Employed,Suburban,Bachelor,1672380000
27,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,8508525c-a5ac-41a6-b778-b4d4ccf1114b,no_churn,0.14337493,0,no_churn,-0.0535557449032421,-0.0014798057985535,0.050022914845249,-0.0292291989425393,-0.0996928842821762,0.103439138912436,0.116849094594918,0.0516203387215591,Male,77,No,Yes,Employed,Suburban,High School or Below,1672380000
54,No,No phone service,Low Speed,In_Store_Support,Two year,100hrs+,Active,442ce4a9-e079-42f1-a3ee-c3a606b700b0,churn,0.020873917,0,no_churn,-0.0839008318198739,0.003554687516189,-0.0100823058809692,-0.0147188413121512,-0.0706316265257191,-0.129937607875108,0.0097420023746599,0.0269483721935739,Female,60,Yes,No,Medical Leave,Suburban,College,1672380000
49,No,No phone service,Low Speed,Phone_Support,One year,<50hrs,Active,bd5e08e4-7bdc-4e74-ab89-05f7cb71bc12,no_churn,0.15113656,0,no_churn,-0.108494054261309,0.0155522466638649,-0.0108109606402149,-0.0360029955608297,0.0168233771287577,-0.105170549592985,-0.0085199467476741,0.0175967316465175,Female,52,No,No,Employed,Rural,Bachelor,1672380000
20,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,05d62897-5cc3-4ef6-8c35-1ceef6777700,no_churn,0.050635945,0,no_churn,-0.0298914736891583,-0.0047464373649199,-0.0687043386108325,-0.0276561667678834,-0.0284556774235989,-0.0655451928110778,-0.0216610300040156,-0.0223658350673667,Male,28,Yes,No,Employed,Urban,College,1672380000
70,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,74d6b704-729a-4842-9e93-5c7847441c8f,no_churn,0.011429885,0,no_churn,-0.0431389733318974,-0.003302637898887,-0.0335315086300079,-0.0286435558790708,-0.008369846504629,-0.127330726619784,-0.0112300345893618,-0.0134788689480592,Female,28,Yes,No,Employed,Rural,College,1672380000
22,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,a2aa700a-d952-4c28-81f4-2a2bcc148311,no_churn,0.07372028,0,no_churn,-0.0574941613757801,-0.0032646990175362,-0.0104432424671176,-0.0393550492936901,-0.012748257810017,-0.0631324739315459,-0.0301320649970512,-0.0524562036844326,Male,58,No,Yes,Unemployed,Suburban,Bachelor,1672380000
40,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aba9e345-644d-4423-84ad-3bd3deb1afbf,no_churn,0.076690234,0,no_churn,-0.102533964798067,-0.0103473224853405,-0.0114729953829737,-0.0159916613543646,-0.0229190302691131,0.0412788597637063,-0.022077031825338,-0.0249630044758305,Male,52,No,Yes,Employed,Suburban,Bachelor,1672380000
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,131be320-54d7-491e-a759-a307bc017aec,no_churn,0.35581502,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,43,No,No,Employed,Suburban,College,1672380000
71,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,74d54d00-22b0-42d4-a728-f106d0b3e83d,no_churn,0.015710846,0,no_churn,-0.106355728824378,0.0102762579456725,0.0003465021374631,-0.0123104478551431,0.0036214155915013,-0.12847465253325,-0.0148323407079305,-0.0212971595184308,Female,36,Yes,Yes,Unemployed,Rural,Bachelor,1672380000
38,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c15f9088-5dbd-461a-8dbf-9ef40f08968b,churn,0.13971852,1,churn,-0.0100346762074241,-0.0072093150188084,-0.0109853415997713,-0.089292175322389,-0.0399834535634454,-0.0711652844223954,-0.0114889635381132,-0.0288669429745095,Male,80,No,No,Unemployed,Rural,High School or Below,1672380000
11,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,70398efb-a31d-4566-8f9a-c57b2518e6a0,no_churn,0.056575794,0,no_churn,0.0411958522369786,-0.0056686707315748,-0.0276489182213481,-0.0115060708258351,0.0235268194937725,-0.200768641659988,-0.0285622132980824,-0.0295943089173488,Male,26,No,No,Employed,Suburban,Bachelor,1672380000
32,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,12385ae7-60c4-464b-bff7-03daf53ab391,no_churn,0.08918585,0,no_churn,-0.0307409302449013,-0.0158439113958957,-0.0294121058648943,-0.097491576107277,0.012672997478312,0.051929096912645,-0.0245522640811668,-0.0129247589254555,Male,67,No,Yes,Employed,Suburban,Bachelor,1672380000
56,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,60b99bbd-2b45-430c-9485-a7cc329c3cf4,no_churn,0.020513723,0,no_churn,0.0040043917576622,-0.0030984011210421,0.0132402550363985,0.0066707274708824,-0.0025531001037415,-0.222005366387111,-0.0346652709964837,-0.0306193867336514,Female,57,Yes,No,Unemployed,Suburban,Bachelor,1672380000
43,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,79c214e0-57f1-4ef3-a013-bd76178679c2,no_churn,0.063111834,0,no_churn,-0.057853781133972,-0.0062842315543821,-0.0131205373811644,-0.0391160502777711,-0.0759960840505937,0.045023110861066,-0.0523139957099192,-0.0326979148409736,Male,39,No,No,Employed,Rural,College,1672380000
4,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,80bc63af-4bd0-48b2-b622-ea6edbcb085f,no_churn,0.42120206,0,no_churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Male,52,No,No,Unemployed,Urban,Bachelor,1672380000
57,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,336d7b64-ca84-48f1-a7f8-0a8e20b9b3ce,no_churn,0.02509145,0,no_churn,-0.0526073643717973,-0.0046070446828161,-0.0183600134878361,-0.0388515899248523,-0.0350141891344173,-0.0756008640975233,-0.0229943403772631,-0.0209907467115044,Male,64,No,No,Employed,Suburban,High School or Below,1672380000
22,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,059f65f4-e79a-4f99-98f5-04bb77b4b706,churn,0.14387777,1,churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Female,35,No,Yes,Unemployed,Suburban,High School or Below,1672380000
70,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,f57dae06-81d7-428b-9d06-7b1b109eb203,no_churn,0.065065876,0,no_churn,-0.059437319296112,-0.0032865801335901,-0.0025951735949547,-0.0232407973770932,-0.0155898708406857,-0.0832142085981104,-0.033053746543319,-0.0428187742603768,Male,73,Yes,No,Unemployed,Suburban,College,1672380000
64,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7622fdfc-618b-48d5-b9bc-ba271b576eca,no_churn,0.17178597,0,no_churn,-0.199941938506568,0.0036795374121993,-0.003257967371228,-0.0005752426602975,-0.0458322620982926,0.0556855855072717,-0.0318719867210302,-0.0369118759739103,Male,21,Yes,No,Employed,Urban,Bachelor,1672380000
68,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,d9cd8e2e-c2e4-4a59-8708-937c6694daa1,no_churn,0.015356896,0,no_churn,-0.0433960611628572,-0.0028992743938943,-0.0134114685502117,-0.0148485100173365,-0.0127381744335798,-0.144302391346155,-0.012429620391249,-0.0250006509192462,Male,45,No,No,Employed,Suburban,Bachelor,1672380000
64,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,77c23f9e-3045-40e6-8cc7-700149c51215,no_churn,0.1395584,0,no_churn,-0.111174289413721,-0.0024460939788332,-0.0895239891200799,0.0029367289999208,0.0280615862433842,-0.151773596369458,0.0307219668269499,0.0491715344291151,Male,80,No,Yes,Employed,Suburban,Bachelor,1672380000
5,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,5aa1231f-7ab1-4e83-8f90-ecfee6c10ce0,churn,0.754568,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,49,No,No,Employed,Suburban,Bachelor,1672380000
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,001a0502-b996-4f76-a617-b8ed066d827b,no_churn,0.0049876934,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Male,25,No,No,Medical Leave,Urban,Bachelor,1672380000
46,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,eb49a802-e0bd-43ea-aea4-9f34eeb08ffa,no_churn,0.21316853,0,no_churn,-0.0749966604413202,-0.0028376529926299,-0.005176531512734,-0.01793617905676,-0.046299310785489,-0.183922168834797,0.0377244081723574,0.0244179417317309,Male,59,No,Yes,Unemployed,Suburban,College,1672380000
32,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,b881da03-c81b-4d08-82fb-c50287145551,no_churn,0.2858535,0,no_churn,-0.034152975379643,-0.001073613812041,0.0072728489834116,-0.0177290709271619,0.0628856311786876,-0.161796925750223,0.0313522840535142,0.0554656685407826,Male,69,No,Yes,Employed,Suburban,College,1672380000
12,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,4e4970e1-8203-4504-ac38-feb47a68031b,churn,0.82166386,1,churn,0.0591528508076044,-0.0014551440829382,-0.0120859355495485,0.074213838145115,0.123924732116157,0.102633087233426,0.105069663084105,0.131354096084106,Female,20,Yes,No,Employed,Suburban,High School or Below,1672380000
17,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,f8966f1a-8f1f-4d04-96ac-094c9dd5168a,churn,0.5437308,1,churn,0.0276212340526035,-0.0056349668802067,-0.0525668996308923,-0.0611107696626459,-0.066848412002746,-0.121912077776306,0.0513101310923957,0.0301156073481797,Male,22,No,No,Unemployed,Suburban,Bachelor,1672380000
52,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,5f95bf46-6cde-48f5-beb9-eade6168b292,no_churn,0.3645545,0,no_churn,0.0264261996977711,-0.0020188760277778,0.0632792265777516,0.0181703199277944,0.18173024602138,0.124398869540873,0.133781783756258,0.0592060955609122,Male,33,No,Yes,Medical Leave,Urban,College,1672380000
23,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,90af114c-661c-46c5-9fe3-3a2c4bcc056c,churn,0.5699728,1,churn,-0.0784061388324244,-0.007687976862544,-0.0263285034342152,-0.0835756746876177,-0.0424831571489085,0.0464990184689486,0.0755834615058665,0.0573728222009594,Female,20,No,No,Employed,Urban,Bachelor,1672380000
69,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,a349865d-feaa-4cd5-8ef5-cbab20876c5e,no_churn,0.119631544,0,no_churn,-0.106295492713889,-0.0019176831062213,0.0167936909798299,-0.0104617271975985,0.0333031897865657,-0.201105305001138,0.0180273416860382,0.0451911467334321,Male,22,No,Yes,Employed,Suburban,Bachelor,1672380000
22,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,6d59d791-3bb3-4ece-8f97-b4c13d28c4cb,no_churn,0.18754761,0,no_churn,-0.0855074103487368,-0.0047453487979873,-0.0689333429359294,-0.0139092446822769,0.0671888745978685,0.0570603162150473,-0.0014632713713035,0.0612832766392784,Female,42,No,Yes,Employed,Urban,Bachelor,1672380000
64,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,5dc4ac4e-290d-47aa-b1a0-06d5b77d9548,no_churn,0.16921096,0,no_churn,-0.0961596877048032,-0.0019002994078982,0.0084469321814503,0.0016143605381876,-0.105284419509408,-0.051553413124302,0.0623626040203544,0.0434477715692173,Female,59,No,No,Employed,Suburban,High School or Below,1672380000
55,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,3b589ebf-6342-4d10-9927-a4102a55fc93,no_churn,0.12895492,0,no_churn,-0.057631120653441,-0.0022320329983995,-0.0126315336143215,-0.0218424145123026,0.0458855021944873,-0.185784372206699,0.0261162254172086,0.0490935966168035,Male,23,No,No,Unemployed,Urban,College,1672380000
58,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,da49c8b9-0829-4a30-950d-1e93a439155a,no_churn,0.20875703,0,no_churn,-0.0126184762679804,-0.0009302092955113,0.0342142853016048,0.0048774495408451,0.0754506447900894,-0.0833499419323016,0.0125167454477377,0.0808133529016595,Female,40,No,Yes,Retired,Rural,Bachelor,1672380000
4,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,361b0c76-66d5-4a3b-a5ca-51ea14e61af1,churn,0.449235,1,churn,0.127391972360947,-0.00104264635871,-0.0105158866390866,0.0713917335996666,-0.0650003912218198,-0.167395810407997,0.0510151487265011,0.0679868690086368,Female,69,No,Yes,Employed,Suburban,High School or Below,1672380000
4,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,43f1b513-52c5-4e50-8c88-7e32b1928df7,churn,0.76483065,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Male,75,No,Yes,Employed,Urban,Bachelor,1672380000
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,a8f8e857-b535-42d6-a748-c90662435ea9,no_churn,0.01316739,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,38,No,No,Unemployed,Suburban,Doctor,1672380000
57,Yes,Yes,Fiber optic,In_Store_Support,One year,<50hrs,Active,58456b2b-3836-4020-980b-61f5f02c9dc4,no_churn,0.2603992,0,no_churn,-0.0209814926549734,-0.001046191295718,0.0195070936042066,0.10677195530694,0.0688782641683792,0.0606429232149275,0.154312592426222,0.0895553830673634,Female,75,Yes,Yes,Employed,Suburban,College,1672380000
67,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,95a4664e-3966-42e5-930a-9becd0135062,no_churn,0.21367747,0,no_churn,-0.155458715495733,-0.0024591261820205,-0.0198245046369993,0.0408963221374597,-0.0173236644069947,-0.109395861944977,0.0312738716528656,0.0332655258040631,Female,24,No,Yes,Medical Leave,Rural,High School or Below,1672380000
69,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,2bea1955-8dee-4d27-b197-678c39de36c2,no_churn,0.07717352,0,no_churn,0.0842642253962321,0.0006839689465869,0.0993253382393277,0.14401617614827,0.0507558706210511,-0.0068617541690264,0.176276978806745,0.082513057619235,Male,42,No,Yes,Employed,Rural,College,1672380000
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,48fedb65-1de3-4ffd-88ed-b35ba745628b,no_churn,0.1220475,0,no_churn,0.0176681842575499,-0.0007482442029231,0.0695568859729201,0.107462828050029,0.001401815486115,-0.0385500352490134,0.0806283956763399,0.0043873622860701,Male,48,No,No,Unemployed,Suburban,Bachelor,1672380000
6,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,c1c228f1-e823-4939-b77d-3f3c242cb65d,no_churn,0.69522756,0,no_churn,0.155954968820733,-0.0015085178226581,-0.0091580294319555,0.132293673853978,-0.0476962485275635,0.0821592580882315,0.069807808208825,0.0891209363228108,Male,60,Yes,No,Medical Leave,Urban,Bachelor,1672380000
71,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,b2f8187b-f6bb-4232-882b-81142212dd05,no_churn,0.06722087,0,no_churn,-0.14895636479097,-0.0024948833592497,0.0030947212675437,0.022025407389583,-0.0097609021606103,-0.129983150515754,0.0009694865197616,0.0467938197370676,Female,26,No,Yes,Retired,Urban,High School or Below,1672380000
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,dd327aa9-9928-46aa-a08d-f66c7ce2b6a0,churn,0.5993702,1,churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Male,38,No,Yes,Medical Leave,Suburban,Bachelor,1672380000
59,Yes,No,Fiber optic,In_Store_Support,Two year,100hrs+,Active,523df0c1-d1c6-47e7-995e-35bafeaf6e9b,no_churn,0.0426388679999999,0,no_churn,-0.112011066445393,-0.0036111039816751,-0.0254360132086731,0.0284800173639087,-0.0490686680552607,-0.116206858785372,0.0025944204434927,0.0162331190226177,Male,71,No,No,Employed,Urban,Bachelor,1672380000
65,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,01fbc19e-6327-43bd-a8a6-999e47f1cf32,no_churn,0.0406814329999999,0,no_churn,-0.0917596790739753,-0.0027366287506083,0.0183290268951259,0.0357639206419571,0.0039132222227635,-0.196766807089416,-0.0153090164940113,-0.0137935225051842,Female,36,No,No,Unemployed,Urban,High School or Below,1672380000
23,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,509a2a95-12f9-45f2-8f8b-51da8815bb19,no_churn,0.0735319,0,no_churn,-0.112126250282399,-0.0048801562086373,-0.0347427915631487,0.0234155584647123,-0.0071182260413843,-0.0890220447801493,-0.0202607121187611,-0.0242915295220154,Male,65,No,Yes,Employed,Suburban,Master,1672380000
39,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,c5aaea7d-8103-4cfc-aaf9-9a4a02063603,churn,0.11721557,1,churn,0.145514476589665,-0.0002729368729887,0.0755297549541319,0.185840199081176,0.0976998506171867,0.0469551394145992,0.0191031347112493,0.020604233730346,Male,77,Yes,Yes,Employed,Suburban,College,1672380000
21,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,566b37b6-67cd-4d77-a52a-3d016b462fdd,no_churn,0.10352,0,no_churn,-0.0502929282311743,-0.0035633751668501,-0.0425191128850656,0.0140453719589459,-0.0347939859372672,-0.0927803861949451,-0.0239726217093266,-0.0318157819540374,Male,36,No,Yes,Employed,Urban,College,1672380000
31,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,9009389d-c360-406e-ac08-ecceae89965b,churn,0.33621326,1,churn,0.216375037066009,-0.0055908964486479,0.0300735320688545,0.158872586107409,0.143866104808894,0.149098362141767,0.0083957917661609,0.0047404818639552,Female,48,No,No,Employed,Suburban,College,1672380000
52,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,91700b03-e9dd-425b-9905-0761e183f4e4,no_churn,0.10366537,0,no_churn,-0.0067526657192865,-0.0011641181426966,0.0323076151151326,0.129388326666704,0.101674164088308,0.097359844677685,-0.0047716023887005,0.0029322899315411,Female,37,No,No,Retired,Suburban,High School or Below,1672380000
34,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,43e6cd3f-ff2b-4fc8-9984-d64f88405ff6,no_churn,0.06423251,0,no_churn,0.155263324307598,0.0003126347269244,0.0775257970299026,0.171593571315952,0.107466923728389,-0.0149412775007931,-0.0064822585825641,-0.0150981964998027,Male,71,No,Yes,Employed,Rural,High School or Below,1672380000
1,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,21eb8691-fe99-4ac3-a6fe-0d61b43ca628,no_churn,0.38743663,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,78,Yes,Yes,Employed,Suburban,Bachelor,1672380000
17,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,71cdf3db-fc48-4e45-a884-f322c97c75ec,no_churn,0.35948202,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,28,Yes,Yes,Employed,Urban,Bachelor,1672380000
10,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8a680d83-3514-487a-895a-6f386e226c35,churn,0.5811232,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,27,No,Yes,Employed,Suburban,Bachelor,1672380000
48,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,607cfed7-456c-4c97-8ed4-bd401687aa25,churn,0.21585685,1,churn,-0.0099445014128923,-0.0022150977429737,0.0020070793758713,0.0933119445651664,-0.0666099629874952,-0.0585888902639453,-0.0034946374072751,0.0031745810380743,Male,60,No,No,Unemployed,Urban,Bachelor,1672380000
21,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,7511df3b-45b4-40b8-a277-646754856216,no_churn,0.36532852,0,no_churn,-0.0579758238130853,-0.0049442158180681,-0.0436091764980847,-0.0639752317424972,-0.0951854961610115,0.048565312231176,-0.0173723902052734,-0.0245291281027857,Male,23,No,No,Employed,Rural,College,1672380000
23,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,94d059bf-37a7-41a7-85d6-c88e0e122198,no_churn,0.14107883,0,no_churn,-0.0802149317848943,-0.0060506350035575,-0.0382567269072569,-0.0091297254901564,0.0407048502592988,-0.0561408750118471,0.0030890195216943,0.0494728735597436,Female,41,Yes,Yes,Employed,Urban,College,1672380000
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,c6060c42-dad0-46ba-be46-ef8e462dc075,no_churn,0.0136961425,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,80,No,No,Unemployed,Suburban,High School or Below,1672380000
65,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,00e46979-aa6f-4fa8-b3e7-6f6c2157d2c2,no_churn,0.06092963,0,no_churn,-0.0952509268384528,-0.0101019859734515,-0.0134739741642442,0.0010115635850888,0.0306649983048828,-0.170540472522489,0.0377328605977891,0.038931786765388,Female,31,Yes,No,Medical Leave,Suburban,Master,1672380000
57,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,4168fa39-addf-4333-9ff9-6785fccae63c,churn,0.38258675,1,churn,-0.0245851300500407,0.0251807945271025,0.0179917173095464,0.0320135650370025,0.0049623348301383,0.104528174628663,0.0772735412200381,0.0736088517743246,Male,62,Yes,Yes,Employed,Suburban,High School or Below,1672380000
48,No,No phone service,Medium Speed,Phone_Support,One year,100hrs+,Active,17a037b3-db66-425e-b5b8-01e7899a1168,no_churn,0.06450703,0,no_churn,-0.0373650740224911,-0.0233719502626081,0.0203120193036738,0.0222214931448616,0.0960656867449688,-0.020300836693641,0.0569125512356731,0.0764999588174032,Male,76,Yes,Yes,Unemployed,Suburban,Bachelor,1672380000
49,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,60a2f1f5-4830-42e3-a500-f22c5fe521f3,no_churn,0.19402514,0,no_churn,-0.168296865426769,-0.0197039993134058,-0.0224827240880586,-0.0323749000594307,-0.128427741251812,0.0471276149723053,0.0346156949156556,0.0405167683877334,Male,71,No,No,Employed,Suburban,Bachelor,1672380000
31,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,2e116bb8-a400-4878-a7b1-a4f74c41e4fb,no_churn,0.16747643,0,no_churn,0.0592509700560458,-0.0032593910940704,0.0913371032512259,0.0299128238932098,0.164485474690664,0.0882706205393697,0.152111486251197,0.111531439482642,Male,71,Yes,Yes,Unemployed,Suburban,College,1672380000
54,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Active,f90a33ce-a853-4c4a-80bc-4206e0ce6df2,churn,0.20312071,1,churn,-0.0724770466691006,-0.0018599965946123,0.0184976643555637,-0.115876598578925,0.0122395523557497,-0.106263521569581,0.0140113397049935,0.0627024538824844,Female,30,No,No,Unemployed,Suburban,Bachelor,1672380000
50,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,c7dfe2da-a54c-4d8c-87ce-7e28c85f47ef,no_churn,0.044482965,0,no_churn,-0.0613309772742832,-0.0025196350102487,0.0234601854392712,-0.0048045174020808,-0.0651265702812452,-0.187523275375916,0.0145476991283067,0.0342709374742844,Male,60,No,Yes,Employed,Suburban,High School or Below,1672380000
29,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,a69e8ded-b86f-4457-a1a2-e076480fd099,no_churn,0.38727117,0,no_churn,-0.115858285412564,0.0338785293396586,0.0119479953118025,-0.0372621610055762,0.0645997476093907,0.0735514635533854,-0.0457151065893208,-0.0116683355997247,Female,24,No,No,Employed,Suburban,Bachelor,1672380000
8,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,7a7c59db-baa5-4d28-8286-749910dbca89,no_churn,0.42174003,0,no_churn,0.139081467512474,-0.006458652197416,-0.0310169433069995,-0.0465603890965485,0.0957895475943132,0.130504738535406,0.0964926449725772,0.0758081008639237,Male,24,No,Yes,Employed,Rural,High School or Below,1672380000
53,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,31dde190-50be-4b7a-90f7-9cd95db24cb5,no_churn,0.18365279,0,no_churn,-0.0616768030624655,0.0986191134890168,0.0296519476162666,0.0171249773347847,-0.0067459781807508,0.077754115582004,0.162971156591633,0.0732753282024327,Female,78,No,Yes,Employed,Urban,Bachelor,1672380000
32,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,cf5e5bea-1f38-491e-aec7-fde9909a5d1f,no_churn,0.092521176,0,no_churn,-0.0120690151994358,-0.0044460982136752,-0.0104045593754835,-0.0358092883473182,0.0500770517204819,-0.199615985327619,0.0200162886068574,0.0512373579891209,Female,66,No,No,Employed,Suburban,College,1672380000
69,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,5bcbc79c-b3ed-4a79-b5ba-3788ea6f5961,no_churn,0.032036565,0,no_churn,-0.107240743114994,-0.0003295468748819,-0.0108096458324416,-0.0114290759440245,0.0218600067191573,-0.190593323693502,0.0137640813871303,0.0361806682848055,Female,67,No,Yes,Medical Leave,Rural,High School or Below,1672380000
5,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,74e5ebd0-516f-4f5e-ac37-1010ad7cab81,churn,0.5969928,1,churn,0.149546602283044,-0.0256486997277988,-0.0129057240535848,0.0006077961058599,0.132527346769471,0.136241356458581,0.032805979337877,0.0412158589418686,Female,77,No,Yes,Employed,Suburban,Doctor,1672380000
22,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,e1791741-db1b-4756-9016-5ef70be9cc1f,no_churn,0.02121504,0,no_churn,0.0042131222811076,-0.0062960371988992,-0.0226857665198349,-0.013779824423309,-0.0150261988772399,-0.163240059365244,-0.0250412842143305,-0.0271701009134722,Female,20,No,Yes,Medical Leave,Suburban,Bachelor,1672380000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,59fdc9c9-4cdc-4c79-9893-72a5bfd17424,no_churn,0.5701121,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,36,No,Yes,Unemployed,Suburban,High School or Below,1672380000
29,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5a9aa761-602a-4a01-806e-2cacd5cf7a90,no_churn,0.07516654,0,no_churn,-0.0822041294189057,-0.0081665139033248,-0.0014409477471963,-0.0636857889430757,-0.0343453146045703,0.0387145471640997,-0.0407470155392366,-0.0271509896509451,Male,69,Yes,Yes,Unemployed,Suburban,Bachelor,1672380000
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cc3b5690-044f-46a8-856c-7fc627c7c12e,churn,0.47504002,1,churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Female,21,No,No,Unemployed,Suburban,College,1672380000
44,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,5fe51847-e520-496f-80be-eda931e76515,no_churn,0.0075413682,0,no_churn,-0.0675632046211012,-0.0050565323716364,-0.0139610002108202,-0.0355659424471014,-0.0163801542339206,-0.0985719206895737,-0.0150961056119012,-0.0168312910695203,Male,23,Yes,Yes,Medical Leave,Suburban,Bachelor,1672380000
5,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3dfbc98d-d4a7-492c-9573-76df620c632f,churn,0.51508826,1,churn,0.0744264330984288,0.0150199580728258,-0.0066529010689646,-0.116094343525438,0.0224044223583769,0.0827214161120946,-0.0362417804048345,-0.0453593523640665,Female,69,Yes,Yes,Employed,Urban,College,1672380000
27,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,595df7cc-4259-499e-9d9e-9a3709e98d57,no_churn,0.11941193,0,no_churn,-0.0902063847389217,-0.0051411107604144,-0.0167774692061539,-0.0734593688180211,0.0248346629511434,0.0388140008190021,-0.0640715004621142,-0.0730189822113061,Male,54,No,No,Employed,Suburban,Bachelor,1672380000
39,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,ba2ea2a8-dd57-4ca1-93de-cd3455a43cb1,no_churn,0.10070374,0,no_churn,0.0172138421847466,-0.0046308584211874,-0.0052578102392817,-0.0457369086226935,-0.0069728864031731,-0.0353498759912872,-0.0162043366808484,-0.0473030455678508,Male,27,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,861e7922-6c97-4dff-bbc4-f4a34c7977a5,no_churn,0.022062954,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Female,24,Yes,Yes,Employed,Suburban,Doctor,1672380000
11,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0cce1a7b-05c6-4bb1-b58a-fa3e6c804ec5,no_churn,0.20647661,0,no_churn,0.0206725022222826,-0.0062834936318313,0.0052027716020938,-0.0300696103656446,-0.135285787977623,0.0576397812996765,-0.049148048713705,-0.0597542644405257,Female,20,Yes,Yes,Employed,Urban,Bachelor,1672380000
42,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,18134e22-e8fe-4dd9-9af3-12b018aa1c15,no_churn,0.0103937919999999,0,no_churn,0.012853394229578,-0.0038376831355344,-0.0034879945976717,-0.022311607168358,-0.0096532358988952,-0.210818610567076,-0.0140427996170728,-0.01772761328466,Male,41,No,Yes,Employed,Suburban,Bachelor,1672380000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,2f52ef15-777b-49d7-8fe6-29f4d1730104,no_churn,0.0024368765,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Male,73,No,Yes,Unemployed,Urban,Master,1672380000
8,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,743898b8-fae7-498e-b7b4-016317ec1064,no_churn,0.011187785,0,no_churn,0.0329136917550476,-0.0065235001025303,-0.0020514359297158,-0.0290040377262994,0.021123150487092,-0.204431635772262,-0.0305270221978662,-0.0405253622478267,Female,55,No,No,Employed,Suburban,College,1672380000
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,057d709c-8028-4819-9cc6-8608dd17dee0,no_churn,0.5672324,0,no_churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Male,77,No,Yes,Employed,Rural,Bachelor,1672380000
53,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,dab366c9-09de-48f7-8931-db9ae44835ee,no_churn,0.0255354029999999,0,no_churn,0.0331684969677189,-0.0013620556595378,0.0082643672931772,0.0199291697379339,0.0622219237020726,-0.105033873246666,-0.0135149447639923,-0.0424358850005955,Male,54,No,No,Unemployed,Rural,College,1672380000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,d7af802c-1f01-4a25-9fb5-3602ad5322fc,no_churn,0.0015851023999999,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Male,74,No,No,Employed,Suburban,Bachelor,1672380000
24,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a5114cc5-2d87-4d8d-88bd-ab21e5b70864,churn,0.23773114,1,churn,-0.0766900490056377,-0.0075564768265758,0.0159635714597425,-0.0306321976882463,-0.111636347921367,0.0303264068424414,-0.0390217709063654,-0.0297792868406759,Female,21,No,Yes,Employed,Suburban,Bachelor,1672380000
15,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,85ee4dfc-cbdd-4794-9459-d3520401be9b,no_churn,0.048292857,0,no_churn,-0.0203345695424832,-0.0046837648809196,-0.0163500919594298,-0.0429386163734307,0.01492927028341,-0.126646319848496,-0.0281231634366304,-0.0448788957695433,Male,44,Yes,Yes,Employed,Suburban,College,1672380000
45,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,214907e1-7353-4eb5-a452-8e210b87e14c,no_churn,0.007464825,0,no_churn,-0.0548267381881214,-0.0046310753890429,-0.0064929995142483,-0.0380310253105108,-0.0406452884547798,-0.0957261595436648,-0.0144608653111936,-0.0142119993332153,Female,61,Yes,Yes,Employed,Suburban,High School or Below,1672380000
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f9f833e-e1f0-4301-a84b-0b38e3afe4a5,no_churn,0.3459459,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,53,Yes,No,Unemployed,Suburban,Bachelor,1672380000
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,17bff1cf-90bf-4502-8587-49ea18758e5c,no_churn,0.002870379,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,22,No,No,Employed,Suburban,Master,1672380000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8ccf13de-3e46-4f03-b62a-6f0a579726fc,churn,0.41351402,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,72,Yes,Yes,Employed,Suburban,High School or Below,1672380000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,68442f84-4f5e-44d0-acf5-11a9733b9835,churn,0.31195065,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,39,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,38770f3d-53a2-4411-a89e-1c0822dd9fd5,no_churn,0.11091166,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,73,Yes,Yes,Employed,Suburban,High School or Below,1672380000
15,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5763bb1c-6fb9-4d09-b350-21554c727fbb,no_churn,0.21791601,0,no_churn,0.0054609445309415,-0.0144411675364244,-0.0914129447473351,-0.0292302922862472,-0.116748390891498,0.0560744399052964,-0.0171824161865606,-0.0423796559715083,Male,21,No,Yes,Employed,Suburban,Bachelor,1672380000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b54f6a67-393c-47b4-a811-5542d578aafa,no_churn,0.3202739,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,74,No,No,Employed,Suburban,Bachelor,1672380000
11,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,f0bbb3aa-d6af-45a3-a5a4-e18fffaf2801,no_churn,0.029459367,0,no_churn,-0.0095578135533287,-0.0117683726590075,-0.0189013674103444,-0.0262312970829407,-0.0436069361736918,-0.0784236429189968,-0.027838791271406,-0.0326979297818434,Male,42,No,No,Employed,Suburban,College,1672380000
26,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,2894c177-8a06-423e-9c52-8ab454e2d48a,no_churn,0.0083551705,0,no_churn,-0.0544444909045614,-0.0038685449273907,-0.0198183057004371,-0.0411273281018566,-0.0321013022341503,-0.0872000652086171,-0.0141195840826185,-0.0163465298136861,Female,45,No,Yes,Employed,Urban,High School or Below,1672380000
28,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e10e29c6-c7f8-4fe3-a88c-a9a9c150abc3,no_churn,0.027352953,0,no_churn,-0.116287113007638,-0.0150589481593488,-0.0154021361821105,-0.0716078983773695,-0.0324072129419437,0.0346054015762729,-0.0267138064978826,-0.0261544376225902,Male,22,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,459f17f1-50e3-4200-8b5d-6ca73e7f66bd,churn,0.34130535,1,churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Male,62,No,Yes,Unemployed,Urban,High School or Below,1672380000
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6993b0ce-7848-443a-9a72-2d520b0fb6b2,no_churn,0.38158795,0,no_churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Male,28,No,Yes,Employed,Urban,High School or Below,1672380000
17,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,179b4c53-39d2-4f3e-bb67-56044765d607,no_churn,0.023294164,0,no_churn,0.0563153115988734,-0.0030730963526002,-0.0182153586418553,-0.0113203240433722,-0.0172922793447196,-0.229775288546789,-0.0222785894963453,-0.0233865264095311,Male,49,No,No,Employed,Suburban,High School or Below,1672380000
20,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,32905633-9794-4085-8e6c-c0e109fec791,churn,0.14747149,1,churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Female,79,No,No,Employed,Suburban,Bachelor,1672380000
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d48d1873-8a90-4f73-a279-4c9966b34d71,churn,0.6761498,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,72,Yes,No,Employed,Urban,Bachelor,1672380000
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b8e2fcee-ad2a-4daa-aea6-4c1b196f6bcd,no_churn,0.1009675,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Male,32,No,No,Employed,Suburban,Bachelor,1672380000
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2015c653-307f-435f-8c3e-79e710aa38d6,no_churn,0.30745888,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Female,25,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
11,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,90853a9d-9afa-434f-990a-6d5de60c572e,no_churn,0.20063813,0,no_churn,-0.0516585220089746,0.028928321304993,-0.0075554936399385,-0.010635063501395,-0.104069525025407,0.0352291434001017,-0.0312537448185776,-0.0280112657219251,Male,56,No,Yes,Employed,Suburban,High School or Below,1672380000
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,43e30b7e-e721-41a8-9e46-f7272ea73da2,churn,0.18520892,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,67,No,Yes,Unemployed,Rural,Bachelor,1672380000
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0aff837a-1560-4dbb-8125-1b25c0df88e2,no_churn,0.085981816,0,no_churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Male,31,No,No,Employed,Suburban,High School or Below,1672380000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9b325026-cecb-4b8f-b393-6402435e9ef3,churn,0.5660156,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,25,No,No,Employed,Urban,College,1672380000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ac570415-f95f-4191-86f2-30e867e234ac,no_churn,0.32462713,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,65,No,No,Employed,Urban,Doctor,1672380000
18,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e74484db-a458-4f35-87ed-4f616cfe0fb2,no_churn,0.052248105,0,no_churn,-0.0084542822284947,-0.0060066560650739,0.0040135926952916,0.0023386264878718,0.0202684786391,0.062351802617286,-0.0284005362495827,-0.013683653254211,Male,39,No,No,Unemployed,Suburban,Doctor,1672380000
65,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,e0aa5b62-c01c-40b2-ac82-4a4a302ff33a,no_churn,0.032908358,0,no_churn,-0.0611127562586261,-0.0036654716323573,-0.0022632586709642,-0.0357201677672765,-0.0523135466991425,-0.0746786240485653,-0.0186625601274863,-0.0206097685165332,Male,33,No,Yes,Employed,Suburban,College,1672380000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7f4191a8-ac27-47cc-bc10-55205f791702,no_churn,0.20033514,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,35,No,No,Unemployed,Rural,High School or Below,1672380000
66,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,460b3ca9-9efb-45e4-8f5e-4c9bfbf96dad,no_churn,0.010142402,0,no_churn,-0.0371482174233278,-0.0034814673604705,-0.0217163035766498,-0.026250172356431,-0.0003833194262188,-0.121645722825324,-0.0277404273670436,-0.0306605226908322,Female,42,No,No,Employed,Rural,College,1672380000
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e5435b46-f11f-430c-829b-5ebae8ae43c8,no_churn,0.5537053,0,no_churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Male,40,No,Yes,Unemployed,Suburban,Master,1672380000
54,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,4fae3200-f48e-4212-a995-e48dc62753c9,no_churn,0.011462047,0,no_churn,-0.0571245685649137,-0.0038825844015991,0.006873182889667,-0.0182396397087268,-0.0448057146169048,-0.117876184668348,-0.0137224732548747,-0.0152481713595079,Male,62,No,No,Employed,Urban,College,1672380000
53,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,daa01678-936f-4d2f-90f9-84e6c6ced32b,no_churn,0.026673716,0,no_churn,-0.0452801230079967,-0.002703479963493,-0.003712538237105,-0.0714937490645388,0.0259443473236751,-0.0948369698413262,-0.0295038834090883,-0.0474397563313686,Male,20,Yes,Yes,Employed,Suburban,Bachelor,1672380000
15,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,583d3c54-13eb-469a-af81-72715c82bc61,no_churn,0.26067972,0,no_churn,-0.0342391078699574,-0.0732019935790049,-0.0630320966928638,-0.0578827651760366,-0.0320760360516214,0.0837551376216424,-0.0415404638654126,-0.0408088247651858,Female,26,No,No,Employed,Suburban,College,1672380000
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,03acec4e-27d1-4636-8647-bef5b94c48c6,no_churn,0.0015021783,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Male,50,Yes,Yes,Unemployed,Suburban,Bachelor,1672380000
19,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,24f6710d-b329-4fdc-9c3e-55e65b1e2309,no_churn,0.02815863,0,no_churn,-0.0290411593022508,-0.0043170777083469,-0.0119243224304409,-0.0365748569683819,-0.0054982990710959,-0.0960870708113361,-0.0285431691282428,-0.053040196546899,Male,44,No,No,Employed,Rural,College,1672380000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8128304d-86e6-4bd7-88d8-893e1723b6d6,no_churn,0.12191253,0,no_churn,-0.0655450463370198,-0.0181974865139454,-0.0313336248497671,-0.0892309845389718,-0.0207157193474176,0.052977022136265,-0.0365708906618328,-0.0504094203807471,Male,29,Yes,No,Unemployed,Rural,Bachelor,1672380000
6,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d2dea162-5c08-48ed-8424-5d11636eacc5,churn,0.49968728,1,churn,0.0652441733051637,0.0857457643913039,0.0517698915088885,-0.0532552350339165,-0.0081580105793,0.0903944664749815,-0.0353384837961266,-0.0393334747193694,Female,67,No,Yes,Employed,Suburban,Master,1672380000
18,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,b243913b-60b6-40bf-99df-5bbb501f812c,no_churn,0.009053433,0,no_churn,-0.0352737048930248,-0.0064267150605883,-0.0230161682502876,-0.016946982956706,0.0019554812416572,-0.103927155628699,-0.0371185752070414,-0.048272331950684,Female,48,No,No,Employed,Suburban,Doctor,1672380000
62,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,105ee674-1720-4efd-86d1-ebc8036d838e,no_churn,0.022850722,0,no_churn,-0.0686664254838615,-0.0036229622542123,-0.0129538032775235,-0.0173026833435505,0.0038042462139128,-0.117554494943306,-0.0247363540265359,-0.0279936764581907,Male,50,No,No,Unemployed,Suburban,Bachelor,1672380000
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,57ecbe60-a40e-4fd4-b9c4-5895e34d0b02,no_churn,0.22726412,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,33,No,No,Employed,Rural,College,1672380000
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,0e67d27c-c924-47c4-b8a6-1f907288ef57,no_churn,0.006171922,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Female,42,No,No,Employed,Suburban,College,1672380000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dbc86ceb-ecfa-4235-bf81-97b16be802e8,churn,0.43818462,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,41,No,No,Employed,Suburban,College,1672380000
47,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,b97734a4-6fbf-4fc6-bb8f-b2176aca439e,no_churn,0.009536001,0,no_churn,-0.0305891498130768,-0.0035330313835584,-0.0013158032102364,-0.0540611032770721,0.0167232232308197,-0.122569041180541,-0.0286838698807332,-0.0449973770457654,Male,41,Yes,No,Unemployed,Urban,College,1672380000
4,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5bd478eb-30cf-43df-82c3-136f5627fc52,no_churn,0.6169334,0,no_churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Male,72,No,No,Medical Leave,Suburban,Bachelor,1672380000
19,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,622e35ea-419a-47d1-a1fc-a948e825b865,no_churn,0.17037,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Male,39,No,No,Employed,Suburban,College,1672380000
35,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,e68f3e4f-d6f4-4c91-937b-bbf71581364e,no_churn,0.01843095,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Male,31,No,No,Unemployed,Rural,Bachelor,1672380000
59,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,b9011106-68df-444f-8797-0d50f6ad69b2,no_churn,0.018223377,0,no_churn,-0.0507199209228019,-0.0030042622087057,-0.0028088335785651,-0.0250350450666883,0.0013311018263266,-0.118145890763099,-0.0348163423734513,-0.0358269593468321,Male,23,Yes,Yes,Employed,Suburban,Bachelor,1672380000
35,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,f7554146-60e4-466e-8372-e625d1db7687,no_churn,0.0082746809999999,0,no_churn,-0.05910563564541,-0.0043305228172721,0.0085294738082484,-0.036922529563526,0.0117992041558136,-0.132636219582037,-0.0236212231777244,-0.0327387000740782,Male,35,No,No,Employed,Suburban,College,1672380000
8,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3bf3c0c4-9a37-4d66-8575-5a4e40d9ee1b,no_churn,0.10547379,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,39,Yes,Yes,Employed,Suburban,College,1672380000
32,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a6ce2c45-d7c4-4150-af45-8992b509eb1d,no_churn,0.060177483,0,no_churn,0.0795575850830118,-0.0023330453964081,0.0228228413786564,0.0487728637606232,0.0746817069740063,0.0854535738543381,-0.0227208815872472,-0.0352607919761794,Female,52,No,No,Unemployed,Urban,College,1672380000
10,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6d00bdee-1c4b-48e0-b4e9-c1ee58cc94b1,no_churn,0.14166906,0,no_churn,0.0964009781963614,-0.005156600180353,0.0775941490279046,0.0200049516075296,0.0775680783793086,0.104852739568987,-0.05480745319599,-0.0599274391413155,Female,44,No,Yes,Unemployed,Suburban,Bachelor,1672380000
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,38fdf498-de2a-41c3-8af5-e1fe397644b2,no_churn,0.18018158,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,71,Yes,No,Employed,Urban,Bachelor,1672380000
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,223cbd57-0205-423b-b8b3-88e13d63a4ab,no_churn,0.27190763,0,no_churn,0.13855961399433,-0.0042146961376784,-0.0151133614193258,-0.0462391970395492,0.0577473720550733,0.101414445430019,-0.0295955477543429,-0.0590988450471377,Male,64,No,Yes,Medical Leave,Urban,Master,1672380000
8,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,eda2b04c-377d-4b0f-976c-2ec1fa70feb3,churn,0.86706847,1,churn,-0.0498606280304056,-0.0051260093649398,0.0076344681470527,-0.118629299618619,0.0851242315972103,0.0813465256700874,-0.0452456881050602,0.0775397729760425,Female,44,Yes,Yes,Employed,Suburban,Bachelor,1672380000
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f6632ab2-d27d-41fc-ac3f-c383c303df17,no_churn,0.7628521,0,no_churn,0.178383103244259,-0.0043318782999085,0.0501062388947502,0.024066316219305,0.164105649766843,0.148662035190246,0.108561370816797,0.0540876899183604,Female,22,No,No,Unemployed,Suburban,Bachelor,1672380000
12,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7c4af441-83f9-4ea5-a5e5-fb00438320ae,churn,0.8251323,1,churn,0.097513294464843,-0.0014001709569765,0.133858660075448,0.0378403762768266,0.143208470750515,0.138574882459707,0.0500811507502476,0.0582971961191515,Female,35,No,No,Unemployed,Suburban,College,1672380000
34,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Active,2f9feb35-c1b5-43e3-b733-2c5038458476,no_churn,0.17618446,0,no_churn,-0.0384607729508434,-0.0014354662957339,-0.0164262005286263,-0.0888005454889662,0.0415226838913986,-0.0569519400418585,0.029657600153705,0.051868490138595,Female,20,No,No,Employed,Rural,Bachelor,1672380000
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,6c8cbaaa-f795-435d-94a4-945f56ca31a8,no_churn,0.012189251,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,66,No,Yes,Employed,Urban,Bachelor,1672380000
20,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,561fb469-77e0-4cb3-a6d3-062203d61cc1,churn,0.670292,1,churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Male,72,No,Yes,Unemployed,Suburban,Bachelor,1672380000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,529d61cd-c82f-4721-aed0-f7dfc44c2fa2,churn,0.8539847,1,churn,0.217570670214936,-0.0043430402683952,-0.0361357354711435,-0.0409060795640107,0.173066040777885,0.124841005688559,0.107857951643964,0.109023040392021,Male,48,No,No,Employed,Suburban,High School or Below,1672380000
51,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,66d060cf-cf27-4ebe-9860-b01c97a5cc39,no_churn,0.33075845,0,no_churn,-0.191014810122806,-0.0025741002674476,-0.0178560991995073,-0.1541612397056,0.0355111150239463,0.0463222776796101,0.0119790044785622,0.0427676982205957,Female,80,No,Yes,Employed,Rural,College,1672380000
55,Yes,Yes,Low Speed,Web_Chat_Support,One year,<50hrs,Active,db04240e-e4b9-444e-b583-b6ba4f947039,churn,0.35201424,1,churn,0.0695354917117947,0.0009996961119759,0.0818053401803717,0.0668813153659812,0.0899826835635849,0.0462538106224201,0.156018621100748,0.0994969058272727,Male,64,No,No,Employed,Suburban,College,1672380000
57,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,202bbf62-037b-4c9a-a7cf-8c7f0e3f913b,no_churn,0.12988968,0,no_churn,-0.0365640270715994,-0.0020766038868532,-0.0087150328534698,0.0121018446568632,0.0614288144437341,-0.187890330167756,0.048204490832195,0.0689846929887244,Female,22,Yes,No,Employed,Rural,Bachelor,1672380000
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8c04a87a-7faf-485e-a5e7-f8e6fc5c80d5,churn,0.41442767,1,churn,-0.0038214905467611,-0.0006351381314925,0.0312933091112608,0.0365920038158037,0.130052309593611,0.115983729984946,0.0452546334148974,0.0195878295293732,Female,63,Yes,Yes,Employed,Suburban,Bachelor,1672380000
30,Yes,No,Low Speed,Web_Chat_Support,One year,100hrs+,Active,defde017-cccb-4075-b94f-b80039c21143,no_churn,0.11630495,0,no_churn,-0.0193103793918999,-0.0026088268317107,-0.0318095213555352,0.0260108792606115,0.027821456094025,-0.171593374965487,0.0305678475117929,0.0618957698331359,Female,70,Yes,No,Unemployed,Suburban,Bachelor,1672380000
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,07e5becc-7099-4d5c-8e8a-c4be040bb0c7,churn,0.6908074,1,churn,0.1372436119234,-0.0028955664252862,0.089826378285179,0.0121462262999784,0.128625022334445,0.156251440044907,0.116062209692586,0.0937145374038982,Female,42,No,No,Disabled,Suburban,Bachelor,1672380000
45,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,58d592b4-7458-4aaa-b530-03a85e8c67dd,no_churn,0.39933783,0,no_churn,-0.260993052696003,-0.0041437669110746,-0.0347664981974048,-0.0688518924430809,0.0255216627634217,0.0290114413511037,0.0192993743654915,0.0358965778861238,Female,26,No,No,Unemployed,Suburban,High School or Below,1672380000
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,527b255c-707d-4d22-9ca7-08b873d86839,churn,0.58355194,1,churn,-0.0573337889095091,-0.0054886008108405,-0.0913433104372779,-0.0519547253624477,0.0709045823863925,0.0628478553181594,0.0286155652071283,0.0547262719962964,Male,40,No,No,Employed,Suburban,Bachelor,1672380000
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,23d997f2-2491-4a78-b613-d970676eab0a,churn,0.32943994,1,churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Male,52,Yes,Yes,Employed,Urban,Bachelor,1672380000
65,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,92524fa7-102c-4a98-8a85-74526d5c2b4d,no_churn,0.43564543,0,no_churn,-0.0234816539535586,0.0015839975255585,0.0551849584001138,0.0922210201450707,0.104840472558408,0.118607824807605,0.12702696896331,0.104323600407861,Female,57,No,Yes,Medical Leave,Suburban,Bachelor,1672380000
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,19c3ac5f-db03-4c1d-bae2-1dedddd30e6a,churn,0.54612225,1,churn,0.129342530884178,-0.0050510708063484,0.0378541812387993,0.0073112958671572,0.14982223418463,0.142630809652183,0.138634480855044,0.130429393157483,Female,50,No,No,Employed,Urban,High School or Below,1672380000
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,face3f30-6e8a-4cbc-ab7a-6269dc6a4732,no_churn,0.6945092,0,no_churn,0.0382464694493046,-0.0065781920082736,-0.0043501668156113,-0.0370908699204574,-0.0069274508845592,0.0884989398381003,0.110350951310957,0.0544194144714492,Female,69,No,Yes,Employed,Suburban,Bachelor,1672380000
24,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d320223d-1c07-4d7e-b211-5afbb0336f27,no_churn,0.55777055,0,no_churn,-0.0282978390080643,-0.0050680010568248,0.0232625092483431,0.0408180233910752,0.109463600626123,0.0852665518719913,0.0132120050486628,0.102317001785232,Female,66,Yes,No,Unemployed,Suburban,College,1672380000
11,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,bfa02f83-8b05-4967-8fab-f44b80892d24,no_churn,0.4803508,0,no_churn,0.0174319575880872,-0.0037602563285872,-0.103401818131101,0.0313366746647489,0.102166216722708,0.0903108342206724,-0.0864216176623267,0.0083237647282658,Female,63,No,Yes,Employed,Suburban,College,1672380000
36,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,185454ca-79fb-49a1-85a4-93179214c03c,no_churn,0.51661223,0,no_churn,-0.207364442564322,-0.006587382032394,0.0219468608919123,-0.126300493240178,0.0490853515065464,0.013654580236398,-0.0168239390934468,0.0033633136857679,Male,30,No,Yes,Employed,Urban,High School or Below,1672380000
31,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,ccbcfc0c-2e77-4345-91d2-5f6d98a73e5e,churn,0.35983083,1,churn,0.0756011733714876,-0.0008005989085359,0.125071397938564,0.0515338863939359,0.0832714128124189,-0.0090344557601201,0.135344407892717,0.109986633824446,Male,20,No,Yes,Employed,Suburban,High School or Below,1672380000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,eb022a14-a06f-4c1f-95ec-44fd0dfe2387,no_churn,0.3096335,0,no_churn,-0.214246087596521,-0.0034994285456741,-0.0613407986872334,-0.0498872774403935,0.0287125502352137,0.0201299287394249,-0.0128563019412104,0.0239612612268319,Female,75,No,No,Employed,Suburban,Bachelor,1672380000
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,4ff94e97-f77d-4944-adb9-5332c47ce609,no_churn,0.20055857,0,no_churn,-0.159136484496139,-0.0016181817958386,0.0417241708853907,-0.0269422380790456,-0.061364262193947,-0.174419687715781,0.057426879184095,0.0653036491189959,Male,31,No,Yes,Employed,Suburban,High School or Below,1672380000
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c33e7164-7ffd-4cd5-9f55-935b165b8a09,no_churn,0.72436106,0,no_churn,0.0745353631725993,-0.0045007626715596,0.110633630758703,0.0081765183559946,0.0627048813889996,0.0832088715869122,0.0438775497695496,0.0337544727467684,Female,57,No,No,Disabled,Suburban,College,1672380000
48,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,2940ddf1-17e5-4f2c-a6cf-ec4b100043d6,churn,0.21824582,1,churn,0.077210814328946,-0.0010642261184693,0.108741985584284,0.0685000212373961,0.111377102138149,-0.049879376085264,0.142143943764895,0.113943593624826,Female,29,Yes,Yes,Employed,Suburban,College,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4ed3f4ea-83c4-4ec1-bc9f-7479ae4daaa7,churn,0.8803482,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Male,79,No,No,Employed,Urban,Bachelor,1672380000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c5e3376e-010d-4ce2-845c-5bec0da609b3,churn,0.65474594,1,churn,-0.105215027434178,-0.0031442930998309,0.0232668770673899,0.0606417865927869,0.0285625087058724,0.0722816691877687,0.0223998824918817,0.0642340201954357,Male,52,No,No,Retired,Suburban,Bachelor,1672380000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,fca0eac1-e705-45b2-b216-107cedb81766,no_churn,0.05456885,0,no_churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Male,27,No,Yes,Employed,Urban,College,1672380000
28,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,fe45d031-dacf-4b55-9645-486c5671571e,no_churn,0.12358741,0,no_churn,-0.0592810403896601,-0.0020849924212416,-0.0213167572471775,-0.012832679028088,0.0174149724858216,-0.0812331332949634,0.049512313603027,0.0457951652870906,Male,33,No,No,Unemployed,Urban,Bachelor,1672380000
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9d58066f-1d32-4487-8e46-492272f01d30,churn,0.5385393,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Male,53,Yes,No,Employed,Suburban,Bachelor,1672380000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d6c3d1a4-48d2-4fd1-a970-451ee1c2fed0,churn,0.8270153,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Male,62,No,No,Unemployed,Urban,College,1672380000
53,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,29ff99c8-d5a8-4812-bfc2-d5d915ea1ed7,churn,0.390882,1,churn,-0.0917885910929089,-0.0028323000100863,0.0224203389016838,0.0287312389123053,-0.0239159720574116,-0.1003177785767,-0.0790879871454763,0.0477648992053218,Female,42,Yes,No,Employed,Urban,Master,1672380000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f7723276-c911-414a-81c0-58b97794f223,churn,0.40746036,1,churn,0.0295748792160793,-0.0013785740432831,0.0936646662917064,0.0610899449510725,0.0364074386326046,0.12547699774881,0.0584059666838857,0.029232535903684,Male,22,Yes,No,Employed,Suburban,High School or Below,1672380000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b632fea7-1afc-49df-bbb3-0ea10bf81f3f,churn,0.8174768,1,churn,0.20303359025982,-0.0042769068976303,0.104424933643149,0.140981223269164,0.0717398538597808,0.146984718107315,0.0273367266026525,0.04074971959727,Female,57,Yes,Yes,Unemployed,Rural,Bachelor,1672380000
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6d4d80ec-3211-4bbe-8ce0-19b84791ad57,churn,0.8634007,1,churn,0.0825699299456846,-0.0009070868753224,-0.0192496482205342,0.0232100143735624,0.0497069345595537,0.12724093865656,0.010119597489222,0.0582831674997123,Female,61,Yes,No,Employed,Suburban,Bachelor,1672380000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,c2e1636e-197f-4e6e-adcb-4c808d26d799,no_churn,0.07943135,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,75,No,No,Employed,Suburban,Master,1672380000
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,abc7b0e3-b409-4bb6-9746-a66dfa1341e8,churn,0.3268463,1,churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Male,40,No,Yes,Employed,Suburban,College,1672380000
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,3d1e7dbb-4c76-4b24-b0e7-4644d5643794,no_churn,0.083421044,0,no_churn,-0.127527729651251,-0.0033785463954154,-0.0078041675478243,0.0186478068325504,-0.0110817889041754,-0.0954742713002497,-0.0171118652718632,-0.0252955891247165,Female,45,No,No,Unemployed,Suburban,Bachelor,1672380000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,70e2adff-79c5-4b12-aa64-5fcccfafe3f7,churn,0.70756704,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,46,No,No,Employed,Suburban,College,1672380000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,882267d2-d7f6-4220-92fb-09ed5e9f41c0,churn,0.80977637,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,66,No,No,Employed,Suburban,Master,1672380000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,43c35e1c-aae9-4839-ad17-39b75485ecf1,no_churn,0.32119694,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,30,No,Yes,Employed,Suburban,College,1672380000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f2f3f826-3246-4628-876b-86e623f00574,churn,0.8325725,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,66,No,No,Retired,Urban,Bachelor,1672380000
51,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,380d5088-c287-4091-a723-c997dd8d9a30,no_churn,0.17114775,0,no_churn,-0.175485040675267,-0.0040216096466247,-0.142657463194209,0.0357302979626183,0.0207133302491274,0.0437571088463482,-0.026085833371435,-0.0209769398834032,Male,45,Yes,No,Employed,Suburban,Bachelor,1672380000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b43d5749-338f-4654-8c76-c633fdfc3fcb,churn,0.552859,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,72,No,Yes,Employed,Suburban,Master,1672380000
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e5c8dc2-3241-4524-82d0-1b10dcd0630f,no_churn,0.42269188,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,63,Yes,No,Employed,Rural,High School or Below,1672380000
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5ac03ce-c80d-440d-810f-7ae8830f6f8f,no_churn,0.33515817,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Female,51,No,No,Employed,Suburban,Bachelor,1672380000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8a7cd941-9064-4faa-88bd-cb27a76ffcdd,no_churn,0.38086456,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,78,Yes,No,Unemployed,Urban,College,1672380000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9533505-e615-497e-8479-924848d7a71a,churn,0.68526477,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,56,No,Yes,Employed,Suburban,Bachelor,1672380000
13,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,8694d198-b5e3-4780-b493-bf3817e9401d,no_churn,0.11597925,0,no_churn,-0.0145953090846705,-0.0053081405601005,-0.0193437232844917,0.0556043096977555,-0.0275467422107794,-0.172208378346213,-0.0344519329506692,-0.0511762338655535,Female,57,No,No,Employed,Rural,Bachelor,1672380000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,438d6f4c-2916-48f0-b400-b3f88ec85ff0,churn,0.86391306,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,46,Yes,Yes,Unemployed,Suburban,Master,1672380000
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,89a2cec2-a392-4d93-ba65-1833e092602d,churn,0.7320714,1,churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,74,No,Yes,Employed,Rural,Bachelor,1672380000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e39904e-cf46-4880-a422-cca3fae286f3,no_churn,0.341527,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,68,No,No,Medical Leave,Rural,Master,1672380000
39,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,28efbe43-e644-437a-890d-f14840f4aec4,no_churn,0.076372154,0,no_churn,-0.0155328167086145,-0.0055611620936997,-0.0728210078125221,0.0708765685852722,-0.0638493883139062,-0.161888733623491,-0.0044320105140013,-0.015817598870808,Female,38,No,No,Unemployed,Urban,Bachelor,1672380000
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a03767f9-8d33-4e4a-b219-91caea978091,churn,0.32802597,1,churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Male,45,Yes,No,Employed,Suburban,College,1672380000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7a7584fc-faf4-4553-8234-149edc502d0f,no_churn,0.4581968,0,no_churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,41,Yes,Yes,Employed,Rural,High School or Below,1672380000
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,37dbd209-af16-4c56-bd5e-d7799b8ae2d6,no_churn,0.3816683,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,61,Yes,Yes,Employed,Suburban,College,1672380000
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5b90de49-0a38-4518-9d9a-05ebf2ce575d,churn,0.7293067,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,73,Yes,Yes,Unemployed,Suburban,Doctor,1672380000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,faab711d-d919-47f5-97b7-7066d95948d2,no_churn,0.4252307,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Female,49,Yes,Yes,Employed,Suburban,High School or Below,1672380000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f221029a-73c9-4b77-b4b2-646673cfaf55,no_churn,0.41738763,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,66,Yes,Yes,Employed,Urban,Bachelor,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,52e37868-35e2-454e-8f13-d692dabe0fc5,churn,0.8765847,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,26,Yes,No,Employed,Suburban,Master,1672380000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4e823bf4-fc94-4527-93b9-35d29002f21d,no_churn,0.5452716,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,65,Yes,No,Disabled,Rural,Bachelor,1672380000
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a2fc54c6-0602-47fa-ad38-ff7e1cc09562,no_churn,0.49314955,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Male,43,Yes,Yes,Employed,Suburban,College,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f8330c5-33db-4af4-a5b6-8cd450813027,churn,0.78103364,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,52,Yes,No,Unemployed,Suburban,Bachelor,1672380000
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3466a72c-bdb2-4daf-8146-307c7f5c44a7,churn,0.47882402,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,21,No,Yes,Employed,Urban,College,1672380000
68,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,a71e5124-1343-4eb2-8751-21289392c355,no_churn,0.081157304,0,no_churn,-0.0399639219314804,-0.0024931251697307,0.0433535125438447,0.0612298355848452,0.024707878918748,-0.0427534031003915,-0.0216569590689505,-0.0246047262126921,Female,25,No,Yes,Disabled,Suburban,Bachelor,1672380000
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,10732ae1-473c-44a9-ae97-f811911abcba,no_churn,0.4841506,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,47,Yes,Yes,Employed,Suburban,High School or Below,1672380000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7b303e1a-74c6-4eb5-8804-31898c1e2604,churn,0.43873113,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,47,Yes,No,Employed,Urban,Master,1672380000
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6bc63e6d-c6db-4e0a-b6da-de8cc8b104f0,no_churn,0.35852164,0,no_churn,-0.0797040896327234,-0.0027837866349,-0.0016346269526638,0.113437306335863,-0.0167023071440235,0.0876637974654613,-0.021591509325317,-0.0397227245568592,Female,23,No,Yes,Unemployed,Suburban,Bachelor,1672380000
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d102b331-6383-4819-ada4-169093c7d9e9,no_churn,0.31424782,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,58,No,No,Unemployed,Suburban,College,1672380000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,07254a45-4a57-4461-b839-2696869c7625,churn,0.66686046,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,60,No,No,Unemployed,Suburban,High School or Below,1672380000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a23eaac7-951d-4ff1-b702-cc6d598b9e10,churn,0.7553716,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,49,No,No,Disabled,Suburban,Bachelor,1672380000
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,95d01e7c-1c69-4b0b-b0c2-2755637fc5c2,churn,0.36294025,1,churn,-0.126939929769219,-0.0026724729036504,0.0941100711488616,0.066523885575234,0.0389487806114084,0.090319351640278,-0.0159644031067,0.0057207230443145,Female,51,No,Yes,Employed,Suburban,Bachelor,1672380000
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,72129212-a041-4aa6-b460-7885ba9d0845,no_churn,0.26581168,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,39,Yes,Yes,Employed,Suburban,High School or Below,1672380000
64,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ebed6c3-24c6-4c8a-a55b-c90872a2afed,no_churn,0.05050189,0,no_churn,-0.223042864167692,-0.0048405348675078,-0.038001111297608,0.0026035249637243,-0.0062602770461762,0.0378600245994675,-0.0215652338108338,-0.0157796778204647,Female,53,No,Yes,Employed,Rural,College,1672380000
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4214ba16-f449-4964-962d-977db76012d3,churn,0.56218857,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,37,Yes,Yes,Employed,Rural,Bachelor,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b94831b9-9834-434b-92d7-0c359a6122e3,churn,0.87550837,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,70,No,Yes,Unemployed,Suburban,College,1672380000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f7c0c7a7-7e8c-4d3c-aa68-b49d657eef21,churn,0.43873113,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,52,Yes,Yes,Employed,Rural,High School or Below,1672380000
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,d3148f86-7006-4ee1-870b-6a648f5872a3,no_churn,0.006171922,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Female,22,No,No,Employed,Suburban,High School or Below,1672380000
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29e8d909-3928-4b83-aa0c-4295c2627c10,churn,0.32802597,1,churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Female,45,No,Yes,Employed,Rural,Master,1672380000
64,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,6d82ca7c-9482-491a-823e-717388fe81cb,no_churn,0.16921096,0,no_churn,-0.0961596877048032,-0.0019002994078982,0.0084469321814503,0.0016143605381876,-0.105284419509408,-0.051553413124302,0.0623626040203544,0.0434477715692173,Female,22,No,Yes,Unemployed,Suburban,High School or Below,1672380000
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,85a4457c-23bc-4ad0-8055-772c6b1d5dd6,churn,0.32802597,1,churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Female,68,Yes,No,Employed,Suburban,Bachelor,1672380000
12,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,dd2e2a98-2e2c-451f-9bc8-1b78547b81a1,churn,0.82166386,1,churn,0.0591528508076044,-0.0014551440829382,-0.0120859355495485,0.074213838145115,0.123924732116157,0.102633087233426,0.105069663084105,0.131354096084106,Female,29,No,No,Retired,Suburban,Bachelor,1672380000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a357c938-6538-4f3d-8f08-79f1787abc40,no_churn,0.12191253,0,no_churn,-0.0655450463370198,-0.0181974865139454,-0.0313336248497671,-0.0892309845389718,-0.0207157193474176,0.052977022136265,-0.0365708906618328,-0.0504094203807471,Female,46,No,Yes,Employed,Suburban,College,1672380000
71,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,57150174-aa62-488d-abcc-b0befabe3ba5,no_churn,0.06722087,0,no_churn,-0.14895636479097,-0.0024948833592497,0.0030947212675437,0.022025407389583,-0.0097609021606103,-0.129983150515754,0.0009694865197616,0.0467938197370676,Female,58,No,No,Employed,Suburban,High School or Below,1672380000
71,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,25a7f92d-e589-4061-a123-ee8f84e80889,no_churn,0.015710846,0,no_churn,-0.106355728824378,0.0102762579456725,0.0003465021374631,-0.0123104478551431,0.0036214155915013,-0.12847465253325,-0.0148323407079305,-0.0212971595184308,Male,75,No,Yes,Medical Leave,Suburban,Bachelor,1672380000
71,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,81f1bd36-ff37-4969-8805-169d3de155c0,no_churn,0.009596953,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Female,68,No,Yes,Unemployed,Suburban,College,1672380000
18,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e6be72c5-0aac-4724-bdf3-63810bb51845,no_churn,0.052248105,0,no_churn,-0.0084542822284947,-0.0060066560650739,0.0040135926952916,0.0023386264878718,0.0202684786391,0.062351802617286,-0.0284005362495827,-0.013683653254211,Female,54,No,Yes,Employed,Suburban,Master,1672380000
32,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d20347bb-8714-4ec8-97c0-649bb3505cf8,no_churn,0.060177483,0,no_churn,0.0795575850830118,-0.0023330453964081,0.0228228413786564,0.0487728637606232,0.0746817069740063,0.0854535738543381,-0.0227208815872472,-0.0352607919761794,Male,75,No,Yes,Unemployed,Rural,College,1672380000
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,5c90ce38-79cc-4b8b-9656-e04418c9ab56,no_churn,0.01316739,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,73,No,Yes,Medical Leave,Suburban,High School or Below,1672380000
17,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,74eeff14-39c9-4a5f-b634-538de8c69eba,churn,0.5437308,1,churn,0.0276212340526035,-0.0056349668802067,-0.0525668996308923,-0.0611107696626459,-0.066848412002746,-0.121912077776306,0.0513101310923957,0.0301156073481797,Male,24,No,No,Unemployed,Suburban,Master,1672380000
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6357e928-1b43-440e-98ef-0268b4f88eee,churn,0.18520892,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,31,No,No,Unemployed,Rural,College,1672380000
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,8ed76c0d-cc40-4e30-aba1-6f1573609ccd,no_churn,0.005579134,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Male,58,No,No,Employed,Suburban,Doctor,1672380000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e488d844-f94c-4866-b7f6-cdf447c58880,no_churn,0.3096335,0,no_churn,-0.214246087596521,-0.0034994285456741,-0.0613407986872334,-0.0498872774403935,0.0287125502352137,0.0201299287394249,-0.0128563019412104,0.0239612612268319,Male,34,Yes,No,Unemployed,Suburban,High School or Below,1672380000
11,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,1bff0a77-cb77-49bb-94ca-4bc56943cc0f,no_churn,0.029459367,0,no_churn,-0.0095578135533287,-0.0117683726590075,-0.0189013674103444,-0.0262312970829407,-0.0436069361736918,-0.0784236429189968,-0.027838791271406,-0.0326979297818434,Male,37,No,No,Unemployed,Suburban,Master,1672380000
4,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,65a3fd0f-bed4-4bdc-acb7-170bacf4654a,churn,0.281433,1,churn,0.223201749740128,-0.0025431073414802,0.0576046453845447,-0.0209063595534644,0.0110551080249024,0.13881468718253,0.222626394326508,0.072787408408185,Female,28,No,No,Medical Leave,Rural,Bachelor,1672380000
24,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,35d65c65-24aa-4ed5-90be-5fde659ea187,churn,0.23773114,1,churn,-0.0766900490056377,-0.0075564768265758,0.0159635714597425,-0.0306321976882463,-0.111636347921367,0.0303264068424414,-0.0390217709063654,-0.0297792868406759,Female,72,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
35,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,753b350e-6a57-44d4-a0a2-121e48c7b037,no_churn,0.01843095,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Female,37,No,Yes,Employed,Suburban,Bachelor,1672380000
4,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,6e819619-fd79-4709-b8a8-83a9e23e3102,churn,0.449235,1,churn,0.127391972360947,-0.00104264635871,-0.0105158866390866,0.0713917335996666,-0.0650003912218198,-0.167395810407997,0.0510151487265011,0.0679868690086368,Male,58,No,Yes,Unemployed,Suburban,Master,1672380000
38,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,0b1aaf28-d691-451e-ba17-5199db4059f0,churn,0.13971852,1,churn,-0.0100346762074241,-0.0072093150188084,-0.0109853415997713,-0.089292175322389,-0.0399834535634454,-0.0711652844223954,-0.0114889635381132,-0.0288669429745095,Female,30,Yes,Yes,Unemployed,Rural,High School or Below,1672380000
67,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,dfe72d48-960d-4ecb-804d-49fbfba85e3d,no_churn,0.21367747,0,no_churn,-0.155458715495733,-0.0024591261820205,-0.0198245046369993,0.0408963221374597,-0.0173236644069947,-0.109395861944977,0.0312738716528656,0.0332655258040631,Female,35,No,Yes,Unemployed,Rural,High School or Below,1672380000
31,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,1ca215e8-be2d-4331-8090-f43a6bbea6d6,churn,0.35983083,1,churn,0.0756011733714876,-0.0008005989085359,0.125071397938564,0.0515338863939359,0.0832714128124189,-0.0090344557601201,0.135344407892717,0.109986633824446,Male,27,Yes,No,Employed,Urban,Bachelor,1672380000
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,82c7a671-b32c-4e4c-af39-a2d2d146e9a9,churn,0.3268463,1,churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Female,61,Yes,No,Employed,Suburban,Master,1672380000
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9f21f327-1606-42f9-b704-56cae0a534d7,churn,0.47882402,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,79,No,Yes,Medical Leave,Urban,Bachelor,1672380000
66,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,6670cc04-d1e8-4d79-9177-63abbfda5da2,no_churn,0.010142402,0,no_churn,-0.0371482174233278,-0.0034814673604705,-0.0217163035766498,-0.026250172356431,-0.0003833194262188,-0.121645722825324,-0.0277404273670436,-0.0306605226908322,Male,38,No,No,Employed,Suburban,College,1672380000
11,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,829bea83-efa2-4656-a78d-3a25b84594ec,no_churn,0.20647661,0,no_churn,0.0206725022222826,-0.0062834936318313,0.0052027716020938,-0.0300696103656446,-0.135285787977623,0.0576397812996765,-0.049148048713705,-0.0597542644405257,Male,35,Yes,No,Employed,Urban,High School or Below,1672380000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,dc517bbb-0cae-4a2a-981f-53ad245b0ba4,no_churn,0.3096335,0,no_churn,-0.214246087596521,-0.0034994285456741,-0.0613407986872334,-0.0498872774403935,0.0287125502352137,0.0201299287394249,-0.0128563019412104,0.0239612612268319,Female,43,Yes,No,Unemployed,Suburban,College,1672380000
8,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5fd22a52-f0fc-4f01-a489-90704eb9313e,no_churn,0.10547379,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,28,No,No,Employed,Urban,College,1672380000
19,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3206bbdd-d4d8-47f9-9c71-e0fa0af9ac06,no_churn,0.17037,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Male,34,No,No,Employed,Suburban,High School or Below,1672380000
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,4ad400cc-b745-49cc-8ac8-f25f610a7359,no_churn,0.0049876934,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Male,62,No,Yes,Retired,Urban,High School or Below,1672380000
32,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,02de49fd-3f98-4bd0-b769-7d068f7c5e64,no_churn,0.08918585,0,no_churn,-0.0307409302449013,-0.0158439113958957,-0.0294121058648943,-0.097491576107277,0.012672997478312,0.051929096912645,-0.0245522640811668,-0.0129247589254555,Male,59,No,Yes,Employed,Rural,High School or Below,1672380000
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,dd59dd61-1fbf-4b28-8e44-ef95170289b0,churn,0.6761498,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,57,No,No,Employed,Rural,High School or Below,1672380000
65,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,44c9e283-10dc-4722-994e-f9ec7fb35f99,no_churn,0.06092963,0,no_churn,-0.0952509268384528,-0.0101019859734515,-0.0134739741642442,0.0010115635850888,0.0306649983048828,-0.170540472522489,0.0377328605977891,0.038931786765388,Female,22,No,No,Unemployed,Suburban,Bachelor,1672380000
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cf9e9ed8-2398-4e92-af9a-f5a510621e66,churn,0.56218857,1,churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,80,No,No,Unemployed,Urban,Bachelor,1672380000
39,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,566747cf-22a3-4b1a-bbf9-50f82b883ef5,churn,0.11721557,1,churn,0.145514476589665,-0.0002729368729887,0.0755297549541319,0.185840199081176,0.0976998506171867,0.0469551394145992,0.0191031347112493,0.020604233730346,Male,68,No,No,Employed,Suburban,College,1672380000
31,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,2257b4f2-736a-48fd-9f04-2d9c7e544f23,no_churn,0.16747643,0,no_churn,0.0592509700560458,-0.0032593910940704,0.0913371032512259,0.0299128238932098,0.164485474690664,0.0882706205393697,0.152111486251197,0.111531439482642,Male,54,No,No,Unemployed,Suburban,Bachelor,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2714009a-3acb-4e2c-a2e7-e2f2dce71ebf,churn,0.87550837,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,29,No,No,Employed,Suburban,College,1672380000
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7d1e5a55-20a6-4aa1-9ae6-91815ca0345a,no_churn,0.1009675,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Male,32,No,No,Employed,Urban,High School or Below,1672380000
70,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,4063bc5f-d110-4186-9359-e96a65e3d0b3,no_churn,0.065065876,0,no_churn,-0.059437319296112,-0.0032865801335901,-0.0025951735949547,-0.0232407973770932,-0.0155898708406857,-0.0832142085981104,-0.033053746543319,-0.0428187742603768,Male,64,Yes,No,Employed,Suburban,Bachelor,1672380000
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3f9137af-dce9-40ba-9193-5610ec6ebdb0,no_churn,0.6945092,0,no_churn,0.0382464694493046,-0.0065781920082736,-0.0043501668156113,-0.0370908699204574,-0.0069274508845592,0.0884989398381003,0.110350951310957,0.0544194144714492,Male,76,No,No,Medical Leave,Urban,High School or Below,1672380000
34,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Active,bcc79747-5bdc-4b29-b6a3-c893b5533bef,no_churn,0.17618446,0,no_churn,-0.0384607729508434,-0.0014354662957339,-0.0164262005286263,-0.0888005454889662,0.0415226838913986,-0.0569519400418585,0.029657600153705,0.051868490138595,Female,31,Yes,No,Employed,Suburban,College,1672380000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0cb81c71-c291-4b56-945e-8e19bc0e22c0,no_churn,0.3202739,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,28,Yes,Yes,Disabled,Suburban,High School or Below,1672380000
70,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,a36af7d0-df83-44de-b024-e65377d1f93c,no_churn,0.016743299,0,no_churn,-0.0592175418410897,-0.0028118581057151,-0.0267076597482355,-0.022194469859196,-0.0316752790090686,-0.178941477756825,0.0280514211810896,0.0244707124157048,Male,21,No,Yes,Employed,Urban,High School or Below,1672380000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cc5c4417-5a47-4f07-bde9-beb352034a29,no_churn,0.32119694,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,52,No,Yes,Employed,Urban,College,1672380000
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,44fc5fa4-ae98-44fc-bcb8-455f0e496519,no_churn,0.002870379,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,70,Yes,Yes,Unemployed,Urban,Doctor,1672380000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,580b3168-842e-465d-8213-e37dc9ff8f8c,churn,0.70756704,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,53,Yes,No,Unemployed,Urban,College,1672380000
65,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,17a05d4a-f63a-42f4-b970-bd00d62043b8,no_churn,0.06092963,0,no_churn,-0.0952509268384528,-0.0101019859734515,-0.0134739741642442,0.0010115635850888,0.0306649983048828,-0.170540472522489,0.0377328605977891,0.038931786765388,Male,37,No,Yes,Employed,Suburban,College,1672380000
57,Yes,Yes,Fiber optic,In_Store_Support,One year,<50hrs,Active,e5ecf986-80a5-4a63-bd6d-f0201a4e2f4f,no_churn,0.2603992,0,no_churn,-0.0209814926549734,-0.001046191295718,0.0195070936042066,0.10677195530694,0.0688782641683792,0.0606429232149275,0.154312592426222,0.0895553830673634,Female,60,Yes,Yes,Employed,Rural,High School or Below,1672380000
70,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,70e3ff31-9384-4de9-9f7c-5cf77d9220cf,no_churn,0.065065876,0,no_churn,-0.059437319296112,-0.0032865801335901,-0.0025951735949547,-0.0232407973770932,-0.0155898708406857,-0.0832142085981104,-0.033053746543319,-0.0428187742603768,Female,45,No,Yes,Unemployed,Suburban,Master,1672380000
71,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,88d6c530-1fce-4339-9199-b1ac8e0e4341,no_churn,0.015710846,0,no_churn,-0.106355728824378,0.0102762579456725,0.0003465021374631,-0.0123104478551431,0.0036214155915013,-0.12847465253325,-0.0148323407079305,-0.0212971595184308,Female,79,No,No,Employed,Urban,High School or Below,1672380000
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2b38851f-a540-4fed-819f-2433bd9106b4,no_churn,0.30745888,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Female,80,Yes,No,Unemployed,Suburban,Bachelor,1672380000
40,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,231f3945-b761-4095-a7b0-138b764a8f47,no_churn,0.076690234,0,no_churn,-0.102533964798067,-0.0103473224853405,-0.0114729953829737,-0.0159916613543646,-0.0229190302691131,0.0412788597637063,-0.022077031825338,-0.0249630044758305,Female,50,No,No,Employed,Suburban,High School or Below,1672380000
46,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,7acbc825-3c33-4771-bb07-17c2dd430e08,no_churn,0.21316853,0,no_churn,-0.0749966604413202,-0.0028376529926299,-0.005176531512734,-0.01793617905676,-0.046299310785489,-0.183922168834797,0.0377244081723574,0.0244179417317309,Female,68,No,Yes,Retired,Rural,Master,1672380000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f9f909ca-9ffe-43a6-b9e5-cfc4d1027f03,churn,0.552859,1,churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,47,No,No,Employed,Suburban,High School or Below,1672380000
64,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,6f4ab5f4-30c2-42cc-aee1-376d9e1b4286,no_churn,0.16921096,0,no_churn,-0.0961596877048032,-0.0019002994078982,0.0084469321814503,0.0016143605381876,-0.105284419509408,-0.051553413124302,0.0623626040203544,0.0434477715692173,Male,80,No,Yes,Unemployed,Urban,High School or Below,1672380000
47,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,615e77c0-b8a1-422f-ba67-4922b98b75b9,no_churn,0.009536001,0,no_churn,-0.0305891498130768,-0.0035330313835584,-0.0013158032102364,-0.0540611032770721,0.0167232232308197,-0.122569041180541,-0.0286838698807332,-0.0449973770457654,Male,66,Yes,No,Employed,Suburban,High School or Below,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,49cefee9-4b33-4566-8a84-70d262baee40,churn,0.78103364,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,64,No,Yes,Employed,Urban,Bachelor,1672380000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,642d7b06-f5bc-4394-9366-0030f177a9be,churn,0.5660156,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,37,No,Yes,Employed,Suburban,Bachelor,1672380000
20,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,763b1f7b-adea-4139-a046-5b8efd0e3b6e,churn,0.670292,1,churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Female,45,No,Yes,Unemployed,Suburban,Bachelor,1672380000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,f3877b7d-3f55-4246-8a57-cba94e635f7b,no_churn,0.05456885,0,no_churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Female,31,No,Yes,Employed,Rural,Bachelor,1672380000
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7918ce11-a35f-46d7-8503-8cae1091fc8b,churn,0.7320714,1,churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,32,Yes,No,Unemployed,Suburban,College,1672380000
5,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b6808c6a-f3d6-46bf-8658-04cb0d729c25,churn,0.51508826,1,churn,0.0744264330984288,0.0150199580728258,-0.0066529010689646,-0.116094343525438,0.0224044223583769,0.0827214161120946,-0.0362417804048345,-0.0453593523640665,Female,76,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d0425efd-5c83-458b-bd94-a88ae47935cf,churn,0.8270153,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Female,30,No,Yes,Unemployed,Suburban,High School or Below,1672380000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f5dc1fc-e198-4eae-a1bc-242584b41648,churn,0.43818462,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,41,No,Yes,Employed,Suburban,Bachelor,1672380000
51,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f4fe848d-61b9-4bc5-9b66-221746f727c9,no_churn,0.17114775,0,no_churn,-0.175485040675267,-0.0040216096466247,-0.142657463194209,0.0357302979626183,0.0207133302491274,0.0437571088463482,-0.026085833371435,-0.0209769398834032,Male,64,No,No,Unemployed,Suburban,Master,1672380000
57,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,474d63b1-a9d9-4a84-9dd2-6dae5e4f3645,no_churn,0.12988968,0,no_churn,-0.0365640270715994,-0.0020766038868532,-0.0087150328534698,0.0121018446568632,0.0614288144437341,-0.187890330167756,0.048204490832195,0.0689846929887244,Female,51,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
54,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Active,22d1d0c9-7abb-45f3-a8a0-806914d0df88,no_churn,0.20312071,1,churn,-0.0724770466691006,-0.0018599965946123,0.0184976643555637,-0.115876598578925,0.0122395523557497,-0.106263521569581,0.0140113397049935,0.0627024538824844,Male,42,No,Yes,Employed,Suburban,High School or Below,1672380000
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b9e82c7c-511d-46aa-b035-e42b3c68a011,no_churn,0.5537053,0,no_churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Female,47,Yes,Yes,Employed,Rural,Bachelor,1672380000
11,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,7c455f36-168f-4bb0-b28b-9fe142899a9b,no_churn,0.029459367,0,no_churn,-0.0095578135533287,-0.0117683726590075,-0.0189013674103444,-0.0262312970829407,-0.0436069361736918,-0.0784236429189968,-0.027838791271406,-0.0326979297818434,Female,36,No,No,Employed,Suburban,High School or Below,1672380000
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1d33ea35-5d6c-49d5-88d8-25f9d13d7717,churn,0.47504002,1,churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Female,29,No,Yes,Employed,Urban,Bachelor,1672380000
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,e9014cfe-d5b1-41de-8e07-26ed3e295432,no_churn,0.007326953,0,no_churn,-0.0962077636670164,-0.0037643835173003,-0.0011779996823406,-0.0321102001581584,-0.0493703962388644,-0.127424793745226,0.0174339951766387,0.0235953885935168,Female,61,No,No,Employed,Suburban,Bachelor,1672380000
67,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,81e24cda-21c2-43ce-8bd7-b130e7f4105e,no_churn,0.21367747,0,no_churn,-0.155458715495733,-0.0024591261820205,-0.0198245046369993,0.0408963221374597,-0.0173236644069947,-0.109395861944977,0.0312738716528656,0.0332655258040631,Male,67,Yes,No,Retired,Suburban,Bachelor,1672380000
5,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,a4c6cfb4-f480-491b-a559-10d4a099416c,churn,0.5969928,1,churn,0.149546602283044,-0.0256486997277988,-0.0129057240535848,0.0006077961058599,0.132527346769471,0.136241356458581,0.032805979337877,0.0412158589418686,Male,45,No,Yes,Employed,Suburban,Bachelor,1672380000
22,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,0f0d7829-504d-461d-b40a-139d11825006,no_churn,0.18754761,0,no_churn,-0.0855074103487368,-0.0047453487979873,-0.0689333429359294,-0.0139092446822769,0.0671888745978685,0.0570603162150473,-0.0014632713713035,0.0612832766392784,Female,29,No,No,Medical Leave,Suburban,Master,1672380000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac958498-3465-4110-9fb6-69f51d211634,no_churn,0.5452716,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,59,No,Yes,Employed,Suburban,Bachelor,1672380000
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,717b2fad-8270-4fb3-848e-1ba1ac83fc4f,no_churn,0.33515817,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,72,Yes,No,Employed,Urban,College,1672380000
4,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,61903a77-af63-4c1c-b0fe-9e5433e739a6,churn,0.76483065,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Female,50,No,Yes,Employed,Urban,High School or Below,1672380000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,35962c43-69ed-4143-af13-3df0be40c960,no_churn,0.07943135,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,39,No,No,Employed,Suburban,High School or Below,1672380000
48,No,No phone service,Medium Speed,Phone_Support,One year,100hrs+,Active,72b0cf81-dd32-47a6-9cfc-2f0f95ca9242,no_churn,0.06450703,0,no_churn,-0.0373650740224911,-0.0233719502626081,0.0203120193036738,0.0222214931448616,0.0960656867449688,-0.020300836693641,0.0569125512356731,0.0764999588174032,Female,41,No,Yes,Employed,Urban,Bachelor,1672380000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,f1e4379f-9a31-4b51-bd11-35b7ba759873,no_churn,0.0015851023999999,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Male,40,Yes,No,Retired,Suburban,Bachelor,1672380000
11,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bacf6f1b-0b08-4df4-ab42-8ec7aaba8406,no_churn,0.20647661,0,no_churn,0.0206725022222826,-0.0062834936318313,0.0052027716020938,-0.0300696103656446,-0.135285787977623,0.0576397812996765,-0.049148048713705,-0.0597542644405257,Female,44,No,Yes,Unemployed,Urban,College,1672380000
64,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e0cb4386-f9a6-4b8f-95ea-bac6a1e8f727,no_churn,0.17178597,0,no_churn,-0.199941938506568,0.0036795374121993,-0.003257967371228,-0.0005752426602975,-0.0458322620982926,0.0556855855072717,-0.0318719867210302,-0.0369118759739103,Female,26,No,Yes,Retired,Rural,College,1672380000
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2bc8dd00-a4ce-499f-94c6-6bbbaf58619b,no_churn,0.006171922,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Male,57,No,No,Employed,Suburban,Bachelor,1672380000
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,aec33e4c-2321-4a0e-8dd8-a523369ab4bc,no_churn,0.012189251,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,22,No,Yes,Employed,Suburban,Bachelor,1672380000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4a3426de-8b86-4cef-8718-c4969ae93c92,no_churn,0.38086456,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,50,No,Yes,Employed,Urban,High School or Below,1672380000
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,51aec55d-2ab8-4f24-9a65-ebd36808efe3,no_churn,0.022062954,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Female,43,No,No,Retired,Suburban,College,1672380000
17,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a2d0e403-97cf-4266-8649-5ddafc375958,no_churn,0.023294164,0,no_churn,0.0563153115988734,-0.0030730963526002,-0.0182153586418553,-0.0113203240433722,-0.0172922793447196,-0.229775288546789,-0.0222785894963453,-0.0233865264095311,Male,67,Yes,No,Employed,Suburban,College,1672380000
59,Yes,No,Fiber optic,In_Store_Support,Two year,100hrs+,Active,46b09ecf-1e15-491e-9f68-22354ab2f8b9,no_churn,0.0426388679999999,0,no_churn,-0.112011066445393,-0.0036111039816751,-0.0254360132086731,0.0284800173639087,-0.0490686680552607,-0.116206858785372,0.0025944204434927,0.0162331190226177,Female,26,No,Yes,Employed,Suburban,High School or Below,1672380000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3dc4e022-821e-4d26-9fab-ad58ec8061c6,churn,0.5660156,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,78,No,Yes,Unemployed,Rural,High School or Below,1672380000
10,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,6628afe7-2b28-4d17-a1c6-634da9b7cd93,churn,0.5811232,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,55,No,Yes,Employed,Suburban,Master,1672380000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c6a599c-cbc1-4676-8971-97df7b709ed9,no_churn,0.5452716,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,25,No,No,Employed,Suburban,College,1672380000
27,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9cae8916-e789-4857-a5c6-3e8ab9ac77fb,no_churn,0.11941193,0,no_churn,-0.0902063847389217,-0.0051411107604144,-0.0167774692061539,-0.0734593688180211,0.0248346629511434,0.0388140008190021,-0.0640715004621142,-0.0730189822113061,Male,41,No,Yes,Medical Leave,Rural,Bachelor,1672380000
1,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,acc9defe-a1de-45c7-bdad-7b0d0d18e276,no_churn,0.38743663,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,68,No,No,Employed,Urban,High School or Below,1672380000
58,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,a1ad6be6-3b14-4677-8f60-2e250cc714d4,no_churn,0.20875703,0,no_churn,-0.0126184762679804,-0.0009302092955113,0.0342142853016048,0.0048774495408451,0.0754506447900894,-0.0833499419323016,0.0125167454477377,0.0808133529016595,Male,22,No,Yes,Employed,Suburban,High School or Below,1672380000
59,Yes,No,Fiber optic,In_Store_Support,Two year,100hrs+,Active,1379b30e-ed09-4474-83b7-8681acd2c7dc,no_churn,0.0426388679999999,0,no_churn,-0.112011066445393,-0.0036111039816751,-0.0254360132086731,0.0284800173639087,-0.0490686680552607,-0.116206858785372,0.0025944204434927,0.0162331190226177,Male,27,Yes,No,Employed,Rural,High School or Below,1672380000
28,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2c3cbd3c-7907-48fd-bcff-68938816781b,no_churn,0.027352953,0,no_churn,-0.116287113007638,-0.0150589481593488,-0.0154021361821105,-0.0716078983773695,-0.0324072129419437,0.0346054015762729,-0.0267138064978826,-0.0261544376225902,Male,55,No,Yes,Employed,Rural,Master,1672380000
64,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,5f3bcbaf-15c2-40f6-bc82-ab4443d84457,no_churn,0.1395584,0,no_churn,-0.111174289413721,-0.0024460939788332,-0.0895239891200799,0.0029367289999208,0.0280615862433842,-0.151773596369458,0.0307219668269499,0.0491715344291151,Female,31,No,No,Employed,Suburban,Bachelor,1672380000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b8546929-d867-4efa-a93d-03b1e530cec9,churn,0.70756704,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,75,No,No,Employed,Urban,High School or Below,1672380000
32,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,f4801c2a-0001-4d54-ad74-3e29492202a0,no_churn,0.092521176,0,no_churn,-0.0120690151994358,-0.0044460982136752,-0.0104045593754835,-0.0358092883473182,0.0500770517204819,-0.199615985327619,0.0200162886068574,0.0512373579891209,Male,20,No,Yes,Employed,Rural,Bachelor,1672380000
18,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,464ac425-9adc-4aad-b34d-93a7ab562b22,no_churn,0.052248105,0,no_churn,-0.0084542822284947,-0.0060066560650739,0.0040135926952916,0.0023386264878718,0.0202684786391,0.062351802617286,-0.0284005362495827,-0.013683653254211,Male,30,No,No,Unemployed,Suburban,High School or Below,1672380000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a479856a-b0ea-48a1-83c0-f451ecc074e6,churn,0.65474594,1,churn,-0.105215027434178,-0.0031442930998309,0.0232668770673899,0.0606417865927869,0.0285625087058724,0.0722816691877687,0.0223998824918817,0.0642340201954357,Female,47,No,No,Unemployed,Rural,High School or Below,1672380000
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,2d00bfcf-3613-4b28-9303-059e8adec111,no_churn,0.0049876934,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,32,No,No,Employed,Suburban,Master,1672380000
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8009df23-97ab-47c4-98c4-abe1a999c31a,churn,0.6761498,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,44,No,No,Employed,Suburban,High School or Below,1672380000
11,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,1277eac6-b499-4098-8504-097d6b60451b,no_churn,0.056575794,0,no_churn,0.0411958522369786,-0.0056686707315748,-0.0276489182213481,-0.0115060708258351,0.0235268194937725,-0.200768641659988,-0.0285622132980824,-0.0295943089173488,Male,47,No,No,Employed,Rural,Master,1672380000
6,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d76faad1-21e9-4e70-81c0-1e031b514c23,churn,0.49968728,1,churn,0.0652441733051637,0.0857457643913039,0.0517698915088885,-0.0532552350339165,-0.0081580105793,0.0903944664749815,-0.0353384837961266,-0.0393334747193694,Female,67,No,No,Unemployed,Suburban,High School or Below,1672380000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3c519fcd-b6f0-4ddc-97cc-ef29458df55f,churn,0.80977637,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,36,No,Yes,Medical Leave,Urban,Bachelor,1672380000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4f0395d5-2b20-48a9-90b1-48314df0eea2,no_churn,0.20033514,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,38,Yes,No,Employed,Rural,Master,1672380000
53,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a536ffe0-567d-4aec-9e75-1dc53086acf2,no_churn,0.0255354029999999,0,no_churn,0.0331684969677189,-0.0013620556595378,0.0082643672931772,0.0199291697379339,0.0622219237020726,-0.105033873246666,-0.0135149447639923,-0.0424358850005955,Female,49,No,No,Employed,Suburban,High School or Below,1672380000
71,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,d2bad651-0250-4fd6-b62e-d8de437412df,no_churn,0.009596953,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Male,42,Yes,No,Employed,Suburban,College,1672380000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,48d19d67-698e-458c-996e-78d2763993ac,no_churn,0.0024368765,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Female,56,Yes,Yes,Employed,Suburban,Bachelor,1672380000
71,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,829eb0e2-49be-428d-b49f-370b4ac017a3,no_churn,0.009596953,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Female,29,No,No,Employed,Suburban,High School or Below,1672380000
57,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,3f36d99d-5217-443b-89c4-eb815421e6dc,no_churn,0.02509145,0,no_churn,-0.0526073643717973,-0.0046070446828161,-0.0183600134878361,-0.0388515899248523,-0.0350141891344173,-0.0756008640975233,-0.0229943403772631,-0.0209907467115044,Male,26,No,Yes,Unemployed,Suburban,Master,1672380000
5,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,eee358c9-a0e0-450f-a648-e9626b0761aa,churn,0.754568,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,31,No,No,Unemployed,Rural,Bachelor,1672380000
19,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,41df7f07-138a-4aea-a954-e482be529acd,no_churn,0.02815863,0,no_churn,-0.0290411593022508,-0.0043170777083469,-0.0119243224304409,-0.0365748569683819,-0.0054982990710959,-0.0960870708113361,-0.0285431691282428,-0.053040196546899,Female,40,No,Yes,Disabled,Suburban,Bachelor,1672380000
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,968019fd-a64d-414e-8bd5-44f5270ea390,no_churn,0.35852164,0,no_churn,-0.0797040896327234,-0.0027837866349,-0.0016346269526638,0.113437306335863,-0.0167023071440235,0.0876637974654613,-0.021591509325317,-0.0397227245568592,Female,50,No,No,Unemployed,Suburban,High School or Below,1672380000
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,27dfe0cb-9ebc-419d-b4fa-67673e09d4d3,no_churn,0.005579134,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Female,70,No,No,Employed,Urban,College,1672380000
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0a2167b1-8df1-423a-a6fa-c98c3f4f78ca,no_churn,0.3459459,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,41,No,Yes,Employed,Rural,Bachelor,1672380000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5eb97bfa-1d4b-4be8-8712-b389df22e626,no_churn,0.5701121,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,43,No,Yes,Unemployed,Suburban,Doctor,1672380000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,debf1f5c-f0ea-41f8-87de-a652e1dd4651,no_churn,0.0024368765,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Female,72,No,No,Employed,Rural,High School or Below,1672380000
21,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,1c43c96b-689f-481a-ad37-88556ad98060,no_churn,0.10352,0,no_churn,-0.0502929282311743,-0.0035633751668501,-0.0425191128850656,0.0140453719589459,-0.0347939859372672,-0.0927803861949451,-0.0239726217093266,-0.0318157819540374,Female,74,Yes,No,Employed,Suburban,Master,1672380000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5cf09550-2c89-42c9-94c1-dd1744f70f64,no_churn,0.4252307,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Male,42,No,Yes,Employed,Suburban,College,1672380000
14,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,4bc4eb63-1cd7-476f-b0d1-3ecef01a229a,no_churn,0.26490745,0,no_churn,0.0618822461705849,0.0037729924485756,0.011742612151188,0.0782527392837573,-0.0174677363422233,0.124465333411827,0.155033113201825,0.103292558033436,Female,37,No,Yes,Disabled,Suburban,Master,1672380000
51,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,64e77bef-b486-41d4-8aec-d93a73025316,no_churn,0.33075845,0,no_churn,-0.191014810122806,-0.0025741002674476,-0.0178560991995073,-0.1541612397056,0.0355111150239463,0.0463222776796101,0.0119790044785622,0.0427676982205957,Female,62,No,No,Unemployed,Urban,College,1672380000
71,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,09027517-7bd9-46c1-b801-bb13841dc45c,no_churn,0.009596953,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Male,45,No,Yes,Employed,Urban,College,1672380000
55,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,49b5320f-b2fc-4dfa-8ce0-a39616c0822c,no_churn,0.12895492,0,no_churn,-0.057631120653441,-0.0022320329983995,-0.0126315336143215,-0.0218424145123026,0.0458855021944873,-0.185784372206699,0.0261162254172086,0.0490935966168035,Female,30,Yes,No,Employed,Rural,Bachelor,1672380000
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c7604893-e9ee-49d1-bb2b-01c43a4d0120,no_churn,0.5537053,0,no_churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Male,58,No,No,Unemployed,Urban,College,1672380000
58,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,e171582b-f0d9-4ba8-aa83-e78beaaf8005,no_churn,0.20875703,0,no_churn,-0.0126184762679804,-0.0009302092955113,0.0342142853016048,0.0048774495408451,0.0754506447900894,-0.0833499419323016,0.0125167454477377,0.0808133529016595,Female,40,No,No,Employed,Rural,College,1672380000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8aa0cb67-f928-410a-bfe2-1fa0ea6b0789,churn,0.41351402,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,58,Yes,Yes,Employed,Suburban,Master,1672380000
28,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,8024d84e-f7e3-4ced-9b3b-3bde65531e97,no_churn,0.12358741,0,no_churn,-0.0592810403896601,-0.0020849924212416,-0.0213167572471775,-0.012832679028088,0.0174149724858216,-0.0812331332949634,0.049512313603027,0.0457951652870906,Female,27,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,4eff6d96-ac13-449f-9802-3784d1fb9c7c,no_churn,0.01316739,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,50,No,Yes,Medical Leave,Suburban,Master,1672380000
22,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,ea30e78e-5ca8-4fe1-aea1-1ddeeb419818,no_churn,0.07372028,0,no_churn,-0.0574941613757801,-0.0032646990175362,-0.0104432424671176,-0.0393550492936901,-0.012748257810017,-0.0631324739315459,-0.0301320649970512,-0.0524562036844326,Female,31,No,Yes,Employed,Suburban,High School or Below,1672380000
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e763b5d-f8c1-4e40-9805-80f1462ebc75,no_churn,0.33515817,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Female,36,No,Yes,Employed,Suburban,Bachelor,1672380000
38,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,6a29bf5b-3c17-4471-82d6-11d00a67594b,churn,0.13971852,1,churn,-0.0100346762074241,-0.0072093150188084,-0.0109853415997713,-0.089292175322389,-0.0399834535634454,-0.0711652844223954,-0.0114889635381132,-0.0288669429745095,Female,72,No,No,Employed,Suburban,High School or Below,1672380000
34,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,bb9b4b66-b28e-407d-8dc3-afa6075414d3,no_churn,0.06423251,0,no_churn,0.155263324307598,0.0003126347269244,0.0775257970299026,0.171593571315952,0.107466923728389,-0.0149412775007931,-0.0064822585825641,-0.0150981964998027,Male,25,Yes,No,Unemployed,Suburban,High School or Below,1672380000
30,Yes,No,Low Speed,Web_Chat_Support,One year,100hrs+,Active,279abe03-aeaa-43a9-8545-6f90aabc1ff9,no_churn,0.11630495,0,no_churn,-0.0193103793918999,-0.0026088268317107,-0.0318095213555352,0.0260108792606115,0.027821456094025,-0.171593374965487,0.0305678475117929,0.0618957698331359,Female,76,No,Yes,Unemployed,Urban,Bachelor,1672380000
13,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,6283470a-3f8e-4b19-80f2-88eababf7eec,no_churn,0.11597925,0,no_churn,-0.0145953090846705,-0.0053081405601005,-0.0193437232844917,0.0556043096977555,-0.0275467422107794,-0.172208378346213,-0.0344519329506692,-0.0511762338655535,Male,56,Yes,No,Medical Leave,Urban,Bachelor,1672380000
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3532c7cc-13d6-4520-969b-a50a614d061a,churn,0.5385393,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Male,40,No,Yes,Medical Leave,Urban,College,1672380000
54,No,No phone service,Low Speed,In_Store_Support,Two year,100hrs+,Active,8c904cb6-45f4-4223-aa40-6c1cb275de39,no_churn,0.020873917,0,no_churn,-0.0839008318198739,0.003554687516189,-0.0100823058809692,-0.0147188413121512,-0.0706316265257191,-0.129937607875108,0.0097420023746599,0.0269483721935739,Male,38,No,No,Disabled,Suburban,High School or Below,1672380000
46,No,No phone service,High Speed,Phone_Support,Two year,<50hrs,Active,cc68c2a1-e2a2-42c3-b3c2-b88f72120ed7,no_churn,0.017995916,0,no_churn,-0.0663784715786187,-0.0013213803889993,0.0131331187189334,-0.0045685525998396,0.0526149496955622,-0.149035405731283,0.0045574090435548,0.0419721826481873,Male,77,No,Yes,Unemployed,Rural,Master,1672380000
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1550a131-30f9-4e49-a13d-7b15cdbcaa12,no_churn,0.5385393,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Male,30,No,No,Employed,Suburban,College,1672380000
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cab89f2-843a-4934-96a0-febc10d1c9ca,no_churn,0.18018158,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,64,No,Yes,Unemployed,Suburban,Bachelor,1672380000
32,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,9b865ab7-9f74-44ac-b366-0c1f2f7810dc,no_churn,0.092521176,0,no_churn,-0.0120690151994358,-0.0044460982136752,-0.0104045593754835,-0.0358092883473182,0.0500770517204819,-0.199615985327619,0.0200162886068574,0.0512373579891209,Female,23,Yes,Yes,Unemployed,Rural,Bachelor,1672380000
21,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,96178d12-fcce-4a28-9606-8a3b473ebbf2,no_churn,0.36532852,0,no_churn,-0.0579758238130853,-0.0049442158180681,-0.0436091764980847,-0.0639752317424972,-0.0951854961610115,0.048565312231176,-0.0173723902052734,-0.0245291281027857,Female,40,Yes,Yes,Unemployed,Suburban,High School or Below,1672380000
65,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,db6c1688-555d-4685-bca2-ac56e67ad392,no_churn,0.43564543,0,no_churn,-0.0234816539535586,0.0015839975255585,0.0551849584001138,0.0922210201450707,0.104840472558408,0.118607824807605,0.12702696896331,0.104323600407861,Female,67,Yes,No,Employed,Suburban,College,1672380000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,03f0e5be-f206-4976-ba65-3fd726eb8928,churn,0.65474594,1,churn,-0.105215027434178,-0.0031442930998309,0.0232668770673899,0.0606417865927869,0.0285625087058724,0.0722816691877687,0.0223998824918817,0.0642340201954357,Female,26,No,No,Employed,Suburban,High School or Below,1672380000
35,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,67643883-73d3-43e1-ac33-5bd2cfb1aa56,no_churn,0.01843095,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Male,54,No,No,Employed,Rural,Master,1672380000
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,a272ea1b-39c1-469c-9a01-7bba4fdd9d27,no_churn,0.20055857,0,no_churn,-0.159136484496139,-0.0016181817958386,0.0417241708853907,-0.0269422380790456,-0.061364262193947,-0.174419687715781,0.057426879184095,0.0653036491189959,Male,46,No,No,Employed,Suburban,College,1672380000
4,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4718a3e2-4023-445a-a483-2451436cde22,no_churn,0.6169334,0,no_churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Male,30,No,Yes,Unemployed,Suburban,College,1672380000
65,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,7806cbcd-c08a-45b0-bcf3-b5e79b6ec907,no_churn,0.43564543,0,no_churn,-0.0234816539535586,0.0015839975255585,0.0551849584001138,0.0922210201450707,0.104840472558408,0.118607824807605,0.12702696896331,0.104323600407861,Female,67,No,Yes,Unemployed,Rural,Master,1672380000
23,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,d08ef66f-8a9c-4cef-b1e0-d964ebf90c0d,no_churn,0.0735319,0,no_churn,-0.112126250282399,-0.0048801562086373,-0.0347427915631487,0.0234155584647123,-0.0071182260413843,-0.0890220447801493,-0.0202607121187611,-0.0242915295220154,Female,25,No,Yes,Unemployed,Suburban,Bachelor,1672380000
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9bb88d63-1489-40cd-98c2-7b711a9c1cc1,churn,0.18520892,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,68,No,Yes,Unemployed,Rural,High School or Below,1672380000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,88cc4d99-2210-49d5-a5a6-9824563620f8,no_churn,0.32119694,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,54,No,Yes,Unemployed,Suburban,High School or Below,1672380000
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,09d7a68b-2802-4aab-a125-edd2c1afcff7,churn,0.6761498,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,79,No,No,Employed,Suburban,Master,1672380000
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c08ffbf3-4926-4d75-8a49-a45503d61ea0,no_churn,0.5672324,0,no_churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Male,23,No,Yes,Unemployed,Suburban,Bachelor,1672380000
24,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8fb9b545-1fab-41cf-b704-974b9d8ed99a,no_churn,0.55777055,0,no_churn,-0.0282978390080643,-0.0050680010568248,0.0232625092483431,0.0408180233910752,0.109463600626123,0.0852665518719913,0.0132120050486628,0.102317001785232,Male,42,No,No,Employed,Suburban,Bachelor,1672380000
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6c7e9b3e-946b-4f4f-808e-71caf9575032,churn,0.6908074,1,churn,0.1372436119234,-0.0028955664252862,0.089826378285179,0.0121462262999784,0.128625022334445,0.156251440044907,0.116062209692586,0.0937145374038982,Male,50,Yes,Yes,Medical Leave,Urban,College,1672380000
64,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6151c3a0-eb28-4a1e-a4b0-98a8de8a1b31,no_churn,0.05050189,0,no_churn,-0.223042864167692,-0.0048405348675078,-0.038001111297608,0.0026035249637243,-0.0062602770461762,0.0378600245994675,-0.0215652338108338,-0.0157796778204647,Male,24,No,No,Employed,Suburban,College,1672380000
51,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,b6105594-8401-40be-a589-1c839b02df11,no_churn,0.33075845,0,no_churn,-0.191014810122806,-0.0025741002674476,-0.0178560991995073,-0.1541612397056,0.0355111150239463,0.0463222776796101,0.0119790044785622,0.0427676982205957,Male,61,No,Yes,Employed,Suburban,College,1672380000
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,89e67396-7dcd-4570-b124-5b5c649c3c3c,churn,0.47504002,1,churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Female,46,No,Yes,Employed,Suburban,College,1672380000
23,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,a4057edb-b0ae-473b-ab9f-6c07f588d876,no_churn,0.0735319,0,no_churn,-0.112126250282399,-0.0048801562086373,-0.0347427915631487,0.0234155584647123,-0.0071182260413843,-0.0890220447801493,-0.0202607121187611,-0.0242915295220154,Male,30,No,No,Employed,Suburban,College,1672380000
32,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,c291ac4d-a33e-485a-b08a-7c3c7b3650ca,no_churn,0.2858535,0,no_churn,-0.034152975379643,-0.001073613812041,0.0072728489834116,-0.0177290709271619,0.0628856311786876,-0.161796925750223,0.0313522840535142,0.0554656685407826,Female,21,Yes,Yes,Employed,Urban,Bachelor,1672380000
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,50c18795-f68b-4eed-9d5e-8c8aec77e2f2,no_churn,0.5672324,0,no_churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Male,22,No,Yes,Medical Leave,Rural,College,1672380000
52,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,0df6e5ae-9507-437a-9b2c-3e3ed8b60de4,no_churn,0.3645545,0,no_churn,0.0264261996977711,-0.0020188760277778,0.0632792265777516,0.0181703199277944,0.18173024602138,0.124398869540873,0.133781783756258,0.0592060955609122,Female,66,No,Yes,Retired,Rural,College,1672380000
55,Yes,Yes,Low Speed,Web_Chat_Support,One year,<50hrs,Active,71c6a001-2d75-4339-a8e2-dfec46280721,churn,0.35201424,1,churn,0.0695354917117947,0.0009996961119759,0.0818053401803717,0.0668813153659812,0.0899826835635849,0.0462538106224201,0.156018621100748,0.0994969058272727,Female,75,No,No,Medical Leave,Rural,Master,1672380000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,25434fc1-9f1b-4b28-b5bb-93885f14e490,no_churn,0.05456885,0,no_churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Male,80,No,Yes,Unemployed,Rural,Bachelor,1672380000
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b73a5b18-1f1f-4e7e-896e-a3042316d9ea,churn,0.32943994,1,churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Male,23,No,No,Employed,Suburban,Bachelor,1672380000
5,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,cc6ea19b-60ed-4f06-8074-bd85d67f5587,churn,0.754568,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,56,Yes,No,Unemployed,Suburban,Bachelor,1672380000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,15ddfb33-c60c-49bf-9aca-cd06ee6a7230,churn,0.8270153,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Male,25,No,Yes,Disabled,Suburban,Bachelor,1672380000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,85829a3e-9465-4c46-a5ca-1d4f8932635c,churn,0.68526477,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,29,Yes,Yes,Employed,Suburban,Bachelor,1672380000
71,No,No phone service,Low Speed,Phone_Support,One year,<80hrs,Active,b07b876a-0159-4c22-ac82-8c45c294d015,no_churn,0.02589237,0,no_churn,-0.125546666096068,0.0087979388888675,0.0332423001916072,0.0465675550201876,0.0269660697004746,-0.0646839520292587,0.0827069951740077,0.0629236104027359,Male,55,Yes,No,Medical Leave,Suburban,Bachelor,1672380000
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2ae8f555-d59d-4d1a-9c18-ec7c4bed1ceb,no_churn,0.31424782,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,80,No,Yes,Employed,Urban,Bachelor,1672380000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,7a3d2422-b9af-4ae7-82b0-3e090c6d21b1,no_churn,0.07943135,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,50,Yes,Yes,Employed,Suburban,High School or Below,1672380000
68,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,d4dceaa7-5c4f-45b3-8447-ae7edbf59811,no_churn,0.081157304,0,no_churn,-0.0399639219314804,-0.0024931251697307,0.0433535125438447,0.0612298355848452,0.024707878918748,-0.0427534031003915,-0.0216569590689505,-0.0246047262126921,Male,57,Yes,No,Employed,Rural,High School or Below,1672380000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,056fae1e-779a-47be-bde0-3812528dfe8d,no_churn,0.32119694,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,30,No,No,Unemployed,Rural,College,1672380000
15,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,344a672f-eaa3-49d3-81af-7727a97fb2ac,no_churn,0.048292857,0,no_churn,-0.0203345695424832,-0.0046837648809196,-0.0163500919594298,-0.0429386163734307,0.01492927028341,-0.126646319848496,-0.0281231634366304,-0.0448788957695433,Male,60,No,Yes,Unemployed,Urban,High School or Below,1672380000
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8b3dba3e-0c83-4ea5-9d1d-385cd41d269d,no_churn,0.7628521,0,no_churn,0.178383103244259,-0.0043318782999085,0.0501062388947502,0.024066316219305,0.164105649766843,0.148662035190246,0.108561370816797,0.0540876899183604,Female,28,Yes,No,Unemployed,Rural,High School or Below,1672380000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,17ecd5df-1851-492a-919d-61097c32fbe8,no_churn,0.4252307,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Female,27,No,Yes,Employed,Suburban,College,1672380000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,ef439bcc-9766-46d8-96f7-a71efa1aeb25,no_churn,0.05456885,0,no_churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Female,34,No,No,Employed,Rural,Master,1672380000
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,cd23a443-de4e-451e-aa74-316a0143fc51,no_churn,0.083421044,0,no_churn,-0.127527729651251,-0.0033785463954154,-0.0078041675478243,0.0186478068325504,-0.0110817889041754,-0.0954742713002497,-0.0171118652718632,-0.0252955891247165,Female,52,No,Yes,Retired,Suburban,College,1672380000
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,25ff0535-0b28-4b00-9f83-b7faa9317424,churn,0.8634007,1,churn,0.0825699299456846,-0.0009070868753224,-0.0192496482205342,0.0232100143735624,0.0497069345595537,0.12724093865656,0.010119597489222,0.0582831674997123,Female,39,No,No,Disabled,Rural,College,1672380000
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4a822f7e-13e0-49f2-8c54-2fbc7d5ef3c4,no_churn,0.11091166,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,56,Yes,No,Employed,Suburban,Bachelor,1672380000
23,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,18e1fdaf-7d9c-4496-8ed7-324b2a4a7408,no_churn,0.14107883,0,no_churn,-0.0802149317848943,-0.0060506350035575,-0.0382567269072569,-0.0091297254901564,0.0407048502592988,-0.0561408750118471,0.0030890195216943,0.0494728735597436,Male,35,Yes,Yes,Employed,Urban,Bachelor,1672380000
29,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,70ae0c0a-69f8-4426-9613-e71b42526a69,no_churn,0.38727117,0,no_churn,-0.115858285412564,0.0338785293396586,0.0119479953118025,-0.0372621610055762,0.0645997476093907,0.0735514635533854,-0.0457151065893208,-0.0116683355997247,Female,51,No,No,Employed,Suburban,High School or Below,1672380000
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4efc78b9-bb39-4315-b7f5-e8ad49fb4a05,churn,0.5385393,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Female,26,No,No,Employed,Suburban,Bachelor,1672380000
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,25f8580c-5dff-4397-9d71-79e3dc7c12ef,no_churn,0.3459459,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,46,Yes,No,Employed,Suburban,College,1672380000
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,872c3ca1-678e-467c-bff1-e89fa704ca3c,no_churn,0.31424782,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,27,No,Yes,Employed,Urban,Master,1672380000
39,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e5cbeba3-a3cc-4241-bdf8-44d561002198,no_churn,0.10070374,0,no_churn,0.0172138421847466,-0.0046308584211874,-0.0052578102392817,-0.0457369086226935,-0.0069728864031731,-0.0353498759912872,-0.0162043366808484,-0.0473030455678508,Female,34,No,Yes,Employed,Suburban,High School or Below,1672380000
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,22e10052-53f4-4ae6-aba7-55a35ae94ac7,churn,0.6908074,1,churn,0.1372436119234,-0.0028955664252862,0.089826378285179,0.0121462262999784,0.128625022334445,0.156251440044907,0.116062209692586,0.0937145374038982,Female,61,No,Yes,Employed,Suburban,Bachelor,1672380000
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6dc521dc-bfcf-415c-9c7d-8229fa775e47,no_churn,0.11091166,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,27,No,No,Employed,Suburban,Bachelor,1672380000
1,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,9bdbce67-eb9c-4d6f-a22e-11cfd1646bbe,no_churn,0.38743663,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,67,Yes,Yes,Employed,Suburban,High School or Below,1672380000
28,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,42db362b-0200-4edd-8b02-1606e0e9ef9a,no_churn,0.027352953,0,no_churn,-0.116287113007638,-0.0150589481593488,-0.0154021361821105,-0.0716078983773695,-0.0324072129419437,0.0346054015762729,-0.0267138064978826,-0.0261544376225902,Female,64,No,No,Employed,Suburban,College,1672380000
5,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,77d3fed0-e0aa-4b28-b564-e5205e3164fc,churn,0.51508826,1,churn,0.0744264330984288,0.0150199580728258,-0.0066529010689646,-0.116094343525438,0.0224044223583769,0.0827214161120946,-0.0362417804048345,-0.0453593523640665,Female,32,No,No,Employed,Suburban,College,1672380000
24,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,efbf2fc3-e5ac-4c3c-b906-74de29d0912e,no_churn,0.55777055,0,no_churn,-0.0282978390080643,-0.0050680010568248,0.0232625092483431,0.0408180233910752,0.109463600626123,0.0852665518719913,0.0132120050486628,0.102317001785232,Male,40,Yes,Yes,Employed,Rural,College,1672380000
19,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,87c459f1-5519-4da4-88e9-f500e645c701,no_churn,0.02815863,0,no_churn,-0.0290411593022508,-0.0043170777083469,-0.0119243224304409,-0.0365748569683819,-0.0054982990710959,-0.0960870708113361,-0.0285431691282428,-0.053040196546899,Female,59,No,Yes,Unemployed,Rural,College,1672380000
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,b5aba063-b799-4972-a63d-48f557830db1,no_churn,0.20055857,0,no_churn,-0.159136484496139,-0.0016181817958386,0.0417241708853907,-0.0269422380790456,-0.061364262193947,-0.174419687715781,0.057426879184095,0.0653036491189959,Female,69,No,No,Employed,Suburban,High School or Below,1672380000
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,82b7b168-1fd7-42a9-9bdb-25b743d8f75c,no_churn,0.006171922,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Male,70,No,Yes,Employed,Suburban,High School or Below,1672380000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9cbf32f3-e8e0-4c14-b9f9-d0a7d3c757ab,no_churn,0.3202739,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,68,No,No,Employed,Suburban,High School or Below,1672380000
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8ddb0e14-d08d-4337-b98d-8e477ad4e7f9,no_churn,0.6945092,0,no_churn,0.0382464694493046,-0.0065781920082736,-0.0043501668156113,-0.0370908699204574,-0.0069274508845592,0.0884989398381003,0.110350951310957,0.0544194144714492,Female,46,Yes,No,Unemployed,Suburban,Bachelor,1672380000
71,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,56152744-4f7b-4fd3-a70d-68675551a388,no_churn,0.006746459,0,no_churn,-0.145338328089329,-0.0026909254109159,-0.0005919605559392,-0.0651720711131383,0.0398354193978229,-0.124076693285115,0.046059390580649,0.0501156839216309,Female,40,Yes,No,Unemployed,Suburban,Bachelor,1672380000
12,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ee2d8de4-cd6e-4972-bf0a-ba91bc6277b5,churn,0.8251323,1,churn,0.097513294464843,-0.0014001709569765,0.133858660075448,0.0378403762768266,0.143208470750515,0.138574882459707,0.0500811507502476,0.0582971961191515,Male,71,No,No,Employed,Rural,Bachelor,1672380000
5,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,25b592a0-a73c-465c-bd77-6069b301da91,churn,0.5969928,1,churn,0.149546602283044,-0.0256486997277988,-0.0129057240535848,0.0006077961058599,0.132527346769471,0.136241356458581,0.032805979337877,0.0412158589418686,Male,68,Yes,No,Employed,Suburban,High School or Below,1672380000
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,da762347-cbe8-43f4-9df2-8a8117bf2985,churn,0.18520892,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,21,No,Yes,Disabled,Suburban,College,1672380000
11,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c793b629-0c3d-4286-9fdf-4b324520a674,no_churn,0.20063813,0,no_churn,-0.0516585220089746,0.028928321304993,-0.0075554936399385,-0.010635063501395,-0.104069525025407,0.0352291434001017,-0.0312537448185776,-0.0280112657219251,Male,30,Yes,No,Medical Leave,Suburban,College,1672380000
38,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,e2064a51-1e6f-4ad3-8803-2cbe3dd2c499,churn,0.13971852,1,churn,-0.0100346762074241,-0.0072093150188084,-0.0109853415997713,-0.089292175322389,-0.0399834535634454,-0.0711652844223954,-0.0114889635381132,-0.0288669429745095,Female,70,No,No,Employed,Urban,College,1672380000
52,Yes,Yes,Low Speed,In_Store_Support,Two year,<80hrs,Active,c295c853-dc4b-4370-b3be-71b8a1bb8bb0,no_churn,0.011662664,0,no_churn,-0.0697310599080446,-0.0057511500378313,0.0106771348097481,-0.0263506276540101,-0.0861742070390391,-0.154422608446494,0.0353521381821156,0.0373742278632744,Male,20,No,No,Employed,Suburban,College,1672380000
24,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,95d0bae5-3659-404d-b638-8d53adfc3f6b,no_churn,0.55777055,0,no_churn,-0.0282978390080643,-0.0050680010568248,0.0232625092483431,0.0408180233910752,0.109463600626123,0.0852665518719913,0.0132120050486628,0.102317001785232,Male,49,No,Yes,Unemployed,Suburban,College,1672380000
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4105b906-05c7-45ee-af7d-f216916de7bb,no_churn,0.35581502,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,58,Yes,No,Employed,Urban,College,1672380000
4,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4d1fcff0-ccdb-4ffa-8ffe-4f0475402153,no_churn,0.42120206,0,no_churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Male,69,Yes,Yes,Employed,Urban,Bachelor,1672380000
20,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3d873d41-6a3b-4821-bca7-ec96e15f792d,churn,0.14747149,1,churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Female,27,No,Yes,Employed,Suburban,Bachelor,1672380000
17,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,b6a4ee31-64ef-40e0-85fb-6bd6838ef345,no_churn,0.023294164,0,no_churn,0.0563153115988734,-0.0030730963526002,-0.0182153586418553,-0.0113203240433722,-0.0172922793447196,-0.229775288546789,-0.0222785894963453,-0.0233865264095311,Female,59,No,Yes,Unemployed,Suburban,College,1672380000
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,dd84df3f-77f3-4b32-a755-104c593a7433,no_churn,0.20033514,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,51,No,Yes,Retired,Rural,Bachelor,1672380000
11,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f003595c-e0de-468d-bb63-9ac12f6237aa,no_churn,0.4803508,0,no_churn,0.0174319575880872,-0.0037602563285872,-0.103401818131101,0.0313366746647489,0.102166216722708,0.0903108342206724,-0.0864216176623267,0.0083237647282658,Female,20,Yes,Yes,Medical Leave,Suburban,College,1672380000
44,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,7638079c-0acf-4a79-9f3e-ecd68e655436,no_churn,0.0075413682,0,no_churn,-0.0675632046211012,-0.0050565323716364,-0.0139610002108202,-0.0355659424471014,-0.0163801542339206,-0.0985719206895737,-0.0150961056119012,-0.0168312910695203,Male,53,No,No,Employed,Urban,College,1672380000
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,af107749-182c-43e2-93f9-634635f2e2b8,no_churn,0.35581502,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,68,Yes,Yes,Employed,Suburban,Bachelor,1672380000
70,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,930d2246-e896-4f41-8ac8-3d42e6fa7b35,no_churn,0.065065876,0,no_churn,-0.059437319296112,-0.0032865801335901,-0.0025951735949547,-0.0232407973770932,-0.0155898708406857,-0.0832142085981104,-0.033053746543319,-0.0428187742603768,Male,20,No,Yes,Employed,Suburban,Bachelor,1672380000
11,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,9b3f6db0-e414-4301-8665-ada4441b88c7,no_churn,0.029459367,0,no_churn,-0.0095578135533287,-0.0117683726590075,-0.0189013674103444,-0.0262312970829407,-0.0436069361736918,-0.0784236429189968,-0.027838791271406,-0.0326979297818434,Female,23,No,No,Employed,Suburban,Master,1672380000
31,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,cd0f4925-01a4-4791-9f23-052dab0299d3,churn,0.33621326,1,churn,0.216375037066009,-0.0055908964486479,0.0300735320688545,0.158872586107409,0.143866104808894,0.149098362141767,0.0083957917661609,0.0047404818639552,Female,66,No,No,Unemployed,Suburban,Bachelor,1672380000
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ad0f836e-09d6-4655-afd1-3342dc11c4ef,no_churn,0.11091166,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,63,No,No,Employed,Suburban,College,1672380000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c7ff053-4185-4e98-a25b-ef3e46e2c816,no_churn,0.41738763,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,47,No,Yes,Employed,Suburban,College,1672380000
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d85524d3-68a2-4fb7-b14b-326c6b6d489a,churn,0.32802597,1,churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Female,45,No,No,Disabled,Suburban,High School or Below,1672380000
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,0cf12245-68af-4e13-9bf0-c471ac1489b9,churn,0.37596387,1,churn,0.106171318883949,-0.0078255524932683,-0.0624258061340333,-0.0614810295692768,-0.0227653605791601,0.0866298993310283,0.0482125945923508,0.0644577872860827,Female,80,Yes,No,Unemployed,Rural,Bachelor,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,294d39ad-ec8a-411b-81b2-04409fe193c7,churn,0.8803482,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,28,Yes,No,Employed,Rural,College,1672380000
55,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,9ee13dba-31f7-4950-9b91-ff8d6576060c,no_churn,0.12895492,0,no_churn,-0.057631120653441,-0.0022320329983995,-0.0126315336143215,-0.0218424145123026,0.0458855021944873,-0.185784372206699,0.0261162254172086,0.0490935966168035,Female,45,No,No,Employed,Suburban,College,1672380000
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e343dc4-add9-4710-86ae-935eab9f1b9f,churn,0.32802597,1,churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Male,69,Yes,Yes,Employed,Rural,Bachelor,1672380000
10,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,c8c2dd73-9741-470e-8b83-132fdcc7efc3,churn,0.5811232,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,45,No,Yes,Employed,Suburban,Bachelor,1672380000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,e81e44cd-4ecd-42e9-b5a1-52504c8dc122,no_churn,0.0015851023999999,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Female,29,No,No,Employed,Rural,Bachelor,1672380000
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa5607db-583f-49f5-a99b-7f72d22f25a7,no_churn,0.49314955,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,66,Yes,Yes,Employed,Urban,High School or Below,1672380000
69,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,a82fb3fe-e05c-40d8-8575-07c4e4e96153,no_churn,0.119631544,0,no_churn,-0.106295492713889,-0.0019176831062213,0.0167936909798299,-0.0104617271975985,0.0333031897865657,-0.201105305001138,0.0180273416860382,0.0451911467334321,Male,30,No,Yes,Employed,Rural,High School or Below,1672380000
36,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,4cae6368-bd08-4a2e-b73d-8f91ce3d2e00,no_churn,0.51661223,0,no_churn,-0.207364442564322,-0.006587382032394,0.0219468608919123,-0.126300493240178,0.0490853515065464,0.013654580236398,-0.0168239390934468,0.0033633136857679,Female,39,No,Yes,Employed,Suburban,College,1672380000
8,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,11e338ea-e197-4495-bcb2-4fd6ece03dce,no_churn,0.42174003,0,no_churn,0.139081467512474,-0.006458652197416,-0.0310169433069995,-0.0465603890965485,0.0957895475943132,0.130504738535406,0.0964926449725772,0.0758081008639237,Female,63,Yes,No,Disabled,Urban,College,1672380000
27,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c3a07db4-3e90-4f5c-adfc-33210da334d2,no_churn,0.11941193,0,no_churn,-0.0902063847389217,-0.0051411107604144,-0.0167774692061539,-0.0734593688180211,0.0248346629511434,0.0388140008190021,-0.0640715004621142,-0.0730189822113061,Female,68,Yes,Yes,Unemployed,Urban,High School or Below,1672380000
29,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3031b758-bea1-49db-81ae-14e338350438,no_churn,0.07516654,0,no_churn,-0.0822041294189057,-0.0081665139033248,-0.0014409477471963,-0.0636857889430757,-0.0343453146045703,0.0387145471640997,-0.0407470155392366,-0.0271509896509451,Female,38,No,Yes,Employed,Suburban,College,1672380000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ff5706c0-74cc-4b8c-9af1-e9f9ba757bee,churn,0.86391306,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,63,Yes,Yes,Employed,Suburban,Bachelor,1672380000
15,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,eda12bbb-a5b4-4846-9c96-b88ad1045ce4,no_churn,0.26067972,0,no_churn,-0.0342391078699574,-0.0732019935790049,-0.0630320966928638,-0.0578827651760366,-0.0320760360516214,0.0837551376216424,-0.0415404638654126,-0.0408088247651858,Male,23,Yes,Yes,Employed,Urban,High School or Below,1672380000
69,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,b9374989-b9b0-47ef-891e-999b9b33c980,no_churn,0.07717352,0,no_churn,0.0842642253962321,0.0006839689465869,0.0993253382393277,0.14401617614827,0.0507558706210511,-0.0068617541690264,0.176276978806745,0.082513057619235,Female,30,No,No,Employed,Rural,Master,1672380000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d570dede-febe-4841-a012-4133d8980963,no_churn,0.3202739,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,56,Yes,No,Employed,Rural,College,1672380000
49,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,b929c59b-f39a-4eb9-8630-4fdd59709118,no_churn,0.19402514,0,no_churn,-0.168296865426769,-0.0197039993134058,-0.0224827240880586,-0.0323749000594307,-0.128427741251812,0.0471276149723053,0.0346156949156556,0.0405167683877334,Male,40,No,No,Employed,Suburban,Bachelor,1672380000
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,60581b20-71e9-473b-aa5b-127e0edf7eca,no_churn,0.3459459,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,79,Yes,No,Employed,Suburban,Bachelor,1672380000
8,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,f885fa32-3ab1-416f-9501-382844a35c34,no_churn,0.42174003,0,no_churn,0.139081467512474,-0.006458652197416,-0.0310169433069995,-0.0465603890965485,0.0957895475943132,0.130504738535406,0.0964926449725772,0.0758081008639237,Male,62,No,No,Employed,Suburban,College,1672380000
15,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,3d31c2b5-11e8-4f05-80a4-1da8a98ef6a2,no_churn,0.048292857,0,no_churn,-0.0203345695424832,-0.0046837648809196,-0.0163500919594298,-0.0429386163734307,0.01492927028341,-0.126646319848496,-0.0281231634366304,-0.0448788957695433,Female,26,Yes,Yes,Employed,Suburban,High School or Below,1672380000
39,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a093842f-a95a-4c61-8f50-dac7a7d14be0,no_churn,0.10070374,0,no_churn,0.0172138421847466,-0.0046308584211874,-0.0052578102392817,-0.0457369086226935,-0.0069728864031731,-0.0353498759912872,-0.0162043366808484,-0.0473030455678508,Male,32,No,No,Employed,Suburban,High School or Below,1672380000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,546fe8a6-8adb-40e9-9030-51a8126dfa4b,no_churn,0.32462713,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,53,No,Yes,Unemployed,Suburban,College,1672380000
71,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,9dd23d64-ef4b-4c35-aba9-3c5911837c2e,no_churn,0.015710846,0,no_churn,-0.106355728824378,0.0102762579456725,0.0003465021374631,-0.0123104478551431,0.0036214155915013,-0.12847465253325,-0.0148323407079305,-0.0212971595184308,Female,39,Yes,Yes,Employed,Suburban,College,1672380000
4,Yes,No,Fiber optic,Phone_Support,One year,<80hrs,Active,38322ded-2423-43fe-abc6-bd3fdbcd21b6,churn,0.449235,1,churn,0.127391972360947,-0.00104264635871,-0.0105158866390866,0.0713917335996666,-0.0650003912218198,-0.167395810407997,0.0510151487265011,0.0679868690086368,Female,47,Yes,Yes,Unemployed,Rural,High School or Below,1672380000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f61463ae-30b3-4584-b86c-84a75056fe1c,churn,0.8174768,1,churn,0.20303359025982,-0.0042769068976303,0.104424933643149,0.140981223269164,0.0717398538597808,0.146984718107315,0.0273367266026525,0.04074971959727,Male,24,No,No,Unemployed,Suburban,High School or Below,1672380000
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,9ad21d1d-8d11-401d-8a7d-32da9140a567,no_churn,0.0136961425,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,52,Yes,No,Unemployed,Suburban,High School or Below,1672380000
31,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,deb21b5a-db98-4a2a-9baa-305488de9a74,no_churn,0.16747643,0,no_churn,0.0592509700560458,-0.0032593910940704,0.0913371032512259,0.0299128238932098,0.164485474690664,0.0882706205393697,0.152111486251197,0.111531439482642,Male,69,Yes,Yes,Unemployed,Rural,Bachelor,1672380000
64,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,b435a1f8-c3c1-4e5b-adde-be85a5d65ba6,no_churn,0.1395584,0,no_churn,-0.111174289413721,-0.0024460939788332,-0.0895239891200799,0.0029367289999208,0.0280615862433842,-0.151773596369458,0.0307219668269499,0.0491715344291151,Female,34,No,Yes,Employed,Rural,High School or Below,1672380000
12,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d0d4e0e4-541e-47a3-8330-504c6a86f68a,churn,0.8251323,1,churn,0.097513294464843,-0.0014001709569765,0.133858660075448,0.0378403762768266,0.143208470750515,0.138574882459707,0.0500811507502476,0.0582971961191515,Female,79,No,Yes,Unemployed,Urban,High School or Below,1672380000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,3300b818-4265-4898-8494-534d6102cc7b,no_churn,0.07943135,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,79,No,No,Unemployed,Suburban,College,1672380000
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1ab6b838-44f4-4828-9dd5-7f4050870a1b,churn,0.6761498,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,43,Yes,Yes,Employed,Suburban,College,1672380000
28,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,814c6fe5-0582-47d4-8a28-6fe0eb246614,no_churn,0.027352953,0,no_churn,-0.116287113007638,-0.0150589481593488,-0.0154021361821105,-0.0716078983773695,-0.0324072129419437,0.0346054015762729,-0.0267138064978826,-0.0261544376225902,Female,51,No,Yes,Employed,Rural,High School or Below,1672380000
69,No,No phone service,High Speed,Phone_Support,Two year,<80hrs,Active,56515a79-6dbb-42f5-be56-01ee5c11a68a,no_churn,0.032036565,0,no_churn,-0.107240743114994,-0.0003295468748819,-0.0108096458324416,-0.0114290759440245,0.0218600067191573,-0.190593323693502,0.0137640813871303,0.0361806682848055,Male,31,No,No,Employed,Suburban,High School or Below,1672380000
19,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,181aa732-e3a5-4458-a6ea-746734ee9b18,no_churn,0.17037,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Female,51,Yes,No,Disabled,Urban,Bachelor,1672380000
55,Yes,Yes,Low Speed,Web_Chat_Support,One year,<50hrs,Active,f5f61309-8c80-4487-8b7a-2213bb3367b5,churn,0.35201424,1,churn,0.0695354917117947,0.0009996961119759,0.0818053401803717,0.0668813153659812,0.0899826835635849,0.0462538106224201,0.156018621100748,0.0994969058272727,Female,55,No,Yes,Employed,Suburban,Bachelor,1672380000
31,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,3c6d4c3f-2900-48e1-a24c-a958e9dc241b,no_churn,0.094227664,0,no_churn,-0.0318450824384854,-0.0098126937802226,-0.0278504093670744,-0.0793055037819067,-0.0685749004663921,0.0446064294130155,-0.0173569544359634,-0.0088870361738736,Female,32,Yes,No,Employed,Suburban,High School or Below,1672380000
17,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,2f037dac-1ab8-479e-9337-d9031d5ecfc3,churn,0.5437308,1,churn,0.0276212340526035,-0.0056349668802067,-0.0525668996308923,-0.0611107696626459,-0.066848412002746,-0.121912077776306,0.0513101310923957,0.0301156073481797,Female,65,No,Yes,Employed,Suburban,High School or Below,1672380000
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,90ea23d3-bd7d-4ad4-b2da-b9c4562fb0ca,no_churn,0.4841506,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,37,No,Yes,Unemployed,Suburban,College,1672380000
38,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,3bbb1869-3fe9-442e-b940-16afa5e3eac2,churn,0.13971852,1,churn,-0.0100346762074241,-0.0072093150188084,-0.0109853415997713,-0.089292175322389,-0.0399834535634454,-0.0711652844223954,-0.0114889635381132,-0.0288669429745095,Male,46,No,No,Employed,Urban,Master,1672380000
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,7baa80a7-b16d-4460-8f0c-86ff1ede6c49,no_churn,0.7628521,0,no_churn,0.178383103244259,-0.0043318782999085,0.0501062388947502,0.024066316219305,0.164105649766843,0.148662035190246,0.108561370816797,0.0540876899183604,Male,67,No,No,Unemployed,Suburban,High School or Below,1672380000
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,7f26fb77-f143-4950-82ca-2b53f37b6759,no_churn,0.022062954,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Male,76,Yes,No,Unemployed,Suburban,Bachelor,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,817be6c1-16a1-4d27-a1fd-feeb10c3a952,churn,0.78103364,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,39,No,No,Unemployed,Suburban,High School or Below,1672380000
5,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,10feb4b3-81b9-4b91-80f6-b78e3bba413d,churn,0.51508826,1,churn,0.0744264330984288,0.0150199580728258,-0.0066529010689646,-0.116094343525438,0.0224044223583769,0.0827214161120946,-0.0362417804048345,-0.0453593523640665,Male,68,No,Yes,Employed,Suburban,Master,1672380000
48,No,No phone service,Medium Speed,Phone_Support,One year,100hrs+,Active,a41a4d7d-22fe-4831-bc60-826277b3026a,no_churn,0.06450703,0,no_churn,-0.0373650740224911,-0.0233719502626081,0.0203120193036738,0.0222214931448616,0.0960656867449688,-0.020300836693641,0.0569125512356731,0.0764999588174032,Female,76,Yes,Yes,Employed,Suburban,Bachelor,1672380000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6a431c04-fe94-451a-954a-12310a26da4a,no_churn,0.12191253,0,no_churn,-0.0655450463370198,-0.0181974865139454,-0.0313336248497671,-0.0892309845389718,-0.0207157193474176,0.052977022136265,-0.0365708906618328,-0.0504094203807471,Male,69,No,No,Employed,Urban,Bachelor,1672380000
21,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,8386a25f-f479-4d16-a1fd-1e35af56ab7c,no_churn,0.10352,0,no_churn,-0.0502929282311743,-0.0035633751668501,-0.0425191128850656,0.0140453719589459,-0.0347939859372672,-0.0927803861949451,-0.0239726217093266,-0.0318157819540374,Male,69,Yes,No,Unemployed,Rural,High School or Below,1672380000
48,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,faccc22e-aaa2-4cfc-9dbb-4324e3178f8c,churn,0.21824582,1,churn,0.077210814328946,-0.0010642261184693,0.108741985584284,0.0685000212373961,0.111377102138149,-0.049879376085264,0.142143943764895,0.113943593624826,Male,46,No,Yes,Unemployed,Suburban,High School or Below,1672380000
35,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,36e7076b-ba2e-4395-8971-27e1afedebf5,no_churn,0.01843095,0,no_churn,-0.0520385310163146,-0.0041510726860906,-0.0113824023488814,-0.0608045442821821,0.0163233828027296,-0.0972155072463101,-0.0220198768076443,-0.0377376024451405,Male,32,Yes,No,Employed,Suburban,Bachelor,1672380000
71,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,15c8f652-dc2d-4a97-b767-53625545ee32,no_churn,0.009596953,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Female,24,Yes,No,Employed,Urban,College,1672380000
70,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,b35900f0-c2c5-4ca2-9897-6a3156cdd511,no_churn,0.016743299,0,no_churn,-0.0592175418410897,-0.0028118581057151,-0.0267076597482355,-0.022194469859196,-0.0316752790090686,-0.178941477756825,0.0280514211810896,0.0244707124157048,Female,58,No,No,Unemployed,Suburban,Bachelor,1672380000
51,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,97cb2720-4764-47c0-908a-2dc69f13cbcf,no_churn,0.17114775,0,no_churn,-0.175485040675267,-0.0040216096466247,-0.142657463194209,0.0357302979626183,0.0207133302491274,0.0437571088463482,-0.026085833371435,-0.0209769398834032,Male,63,No,No,Employed,Suburban,Bachelor,1672380000
66,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,7df3111f-bee7-4e00-8939-2486a9d98949,no_churn,0.010142402,0,no_churn,-0.0371482174233278,-0.0034814673604705,-0.0217163035766498,-0.026250172356431,-0.0003833194262188,-0.121645722825324,-0.0277404273670436,-0.0306605226908322,Female,30,Yes,Yes,Disabled,Urban,College,1672380000
32,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2930bd04-d969-4d17-97a1-a89b71e71bee,no_churn,0.060177483,0,no_churn,0.0795575850830118,-0.0023330453964081,0.0228228413786564,0.0487728637606232,0.0746817069740063,0.0854535738543381,-0.0227208815872472,-0.0352607919761794,Male,30,No,No,Employed,Suburban,High School or Below,1672380000
8,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,c12cccf7-7c96-4754-b903-0a77638de247,no_churn,0.011187785,0,no_churn,0.0329136917550476,-0.0065235001025303,-0.0020514359297158,-0.0290040377262994,0.021123150487092,-0.204431635772262,-0.0305270221978662,-0.0405253622478267,Female,26,No,Yes,Employed,Suburban,Bachelor,1672380000
46,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,68b337c7-1536-479a-a3c1-33dfbece76ab,no_churn,0.21316853,0,no_churn,-0.0749966604413202,-0.0028376529926299,-0.005176531512734,-0.01793617905676,-0.046299310785489,-0.183922168834797,0.0377244081723574,0.0244179417317309,Female,31,No,No,Employed,Suburban,Bachelor,1672380000
67,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,8963485b-bc1b-4462-ae33-eb12768ce778,no_churn,0.21367747,0,no_churn,-0.155458715495733,-0.0024591261820205,-0.0198245046369993,0.0408963221374597,-0.0173236644069947,-0.109395861944977,0.0312738716528656,0.0332655258040631,Female,66,No,No,Employed,Suburban,Bachelor,1672380000
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,59e5cdb3-9daa-4084-aa52-4af1a79e913c,no_churn,0.26581168,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,72,Yes,Yes,Employed,Rural,High School or Below,1672380000
36,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,bdd03dba-d526-4bdb-a1b0-71adf0bb4a0e,no_churn,0.51661223,0,no_churn,-0.207364442564322,-0.006587382032394,0.0219468608919123,-0.126300493240178,0.0490853515065464,0.013654580236398,-0.0168239390934468,0.0033633136857679,Male,23,No,Yes,Employed,Suburban,Bachelor,1672380000
22,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,98ec34de-3bc2-44e9-adad-7d327f02940a,churn,0.14387777,1,churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Male,73,No,Yes,Employed,Urban,Master,1672380000
20,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,1216d187-f5bd-4716-9a11-fc4a8474e10e,churn,0.670292,1,churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Male,21,No,Yes,Employed,Urban,High School or Below,1672380000
48,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,6b1d0989-f308-48e1-9a53-6b6e36c0414e,churn,0.21824582,1,churn,0.077210814328946,-0.0010642261184693,0.108741985584284,0.0685000212373961,0.111377102138149,-0.049879376085264,0.142143943764895,0.113943593624826,Male,55,No,No,Medical Leave,Suburban,College,1672380000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9285228f-cd9c-46d0-b943-8d8acd1f9c46,no_churn,0.4581968,0,no_churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,62,No,Yes,Unemployed,Rural,High School or Below,1672380000
52,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,f4a57553-5fba-48b5-964d-3f0cd6ad515a,no_churn,0.3645545,0,no_churn,0.0264261996977711,-0.0020188760277778,0.0632792265777516,0.0181703199277944,0.18173024602138,0.124398869540873,0.133781783756258,0.0592060955609122,Female,56,No,No,Employed,Rural,Bachelor,1672380000
17,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,e49723e0-cd2d-4565-8a39-ab3a3a6e38c1,no_churn,0.35948202,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,24,No,Yes,Employed,Suburban,College,1672380000
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,27868d9a-e71a-439c-beb0-231cf8bb07c5,no_churn,0.01316739,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,56,No,Yes,Medical Leave,Suburban,Master,1672380000
45,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,980c62c8-f72a-4082-a7c3-a6ddcbe679dd,no_churn,0.007464825,0,no_churn,-0.0548267381881214,-0.0046310753890429,-0.0064929995142483,-0.0380310253105108,-0.0406452884547798,-0.0957261595436648,-0.0144608653111936,-0.0142119993332153,Female,58,No,Yes,Retired,Urban,College,1672380000
50,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,6a34e1c7-14b1-4176-9276-be93b0ec8890,churn,0.32943994,1,churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Male,25,Yes,Yes,Employed,Suburban,College,1672380000
32,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,d067c65d-2246-4c91-ad58-6e74bc0cc503,no_churn,0.2858535,0,no_churn,-0.034152975379643,-0.001073613812041,0.0072728489834116,-0.0177290709271619,0.0628856311786876,-0.161796925750223,0.0313522840535142,0.0554656685407826,Male,77,Yes,No,Unemployed,Rural,Bachelor,1672380000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,dce9650b-29b6-4eac-92de-41c44a28b750,churn,0.65474594,1,churn,-0.105215027434178,-0.0031442930998309,0.0232668770673899,0.0606417865927869,0.0285625087058724,0.0722816691877687,0.0223998824918817,0.0642340201954357,Male,65,No,No,Employed,Suburban,High School or Below,1672380000
52,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,82cdc82c-a0e4-4fd9-9b1b-f9f3b847fc28,no_churn,0.10366537,0,no_churn,-0.0067526657192865,-0.0011641181426966,0.0323076151151326,0.129388326666704,0.101674164088308,0.097359844677685,-0.0047716023887005,0.0029322899315411,Male,43,No,No,Unemployed,Suburban,Bachelor,1672380000
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5671d082-8ad4-4f84-8555-b3013cf2d2f0,no_churn,0.72436106,0,no_churn,0.0745353631725993,-0.0045007626715596,0.110633630758703,0.0081765183559946,0.0627048813889996,0.0832088715869122,0.0438775497695496,0.0337544727467684,Male,39,Yes,Yes,Employed,Suburban,College,1672380000
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,fbe8fb3d-8d09-4d7f-948b-e7ef985c0ab0,churn,0.37596387,1,churn,0.106171318883949,-0.0078255524932683,-0.0624258061340333,-0.0614810295692768,-0.0227653605791601,0.0866298993310283,0.0482125945923508,0.0644577872860827,Female,41,No,No,Employed,Urban,College,1672380000
39,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,4b9928d5-8eb4-4d5c-b0e6-c976c9bd70a2,no_churn,0.10070374,0,no_churn,0.0172138421847466,-0.0046308584211874,-0.0052578102392817,-0.0457369086226935,-0.0069728864031731,-0.0353498759912872,-0.0162043366808484,-0.0473030455678508,Female,25,Yes,No,Retired,Suburban,Bachelor,1672380000
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f4e6be10-5f2f-4caf-9c9c-37dd6854225b,no_churn,0.3459459,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,63,No,Yes,Unemployed,Urban,College,1672380000
69,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,fa5728d0-0522-4b1a-ba3d-d5d9fb20b09f,no_churn,0.07717352,0,no_churn,0.0842642253962321,0.0006839689465869,0.0993253382393277,0.14401617614827,0.0507558706210511,-0.0068617541690264,0.176276978806745,0.082513057619235,Female,65,No,No,Employed,Suburban,College,1672380000
1,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,7cef7d7c-7b5a-4629-84d2-f4b4cec7a82b,no_churn,0.38743663,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,37,No,No,Unemployed,Suburban,High School or Below,1672380000
39,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a7761874-d13f-43c1-8c45-d23cf7dd7948,no_churn,0.10070374,0,no_churn,0.0172138421847466,-0.0046308584211874,-0.0052578102392817,-0.0457369086226935,-0.0069728864031731,-0.0353498759912872,-0.0162043366808484,-0.0473030455678508,Female,36,No,Yes,Employed,Suburban,College,1672380000
46,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,3292bdaf-1990-4896-b67d-3ae4ebd812d9,no_churn,0.21316853,0,no_churn,-0.0749966604413202,-0.0028376529926299,-0.005176531512734,-0.01793617905676,-0.046299310785489,-0.183922168834797,0.0377244081723574,0.0244179417317309,Female,24,Yes,Yes,Employed,Suburban,College,1672380000
3,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,888871e1-5904-46ce-b39e-bfc2964964b0,no_churn,0.38158795,0,no_churn,0.0870798134019105,0.0425193230522199,0.0098675705378082,-0.0987172401539692,-0.120838332388548,0.0908104784463284,-0.0498849392259035,-0.0350453579926397,Female,45,Yes,No,Employed,Rural,College,1672380000
45,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,f1ad85c4-9562-4fcc-8b3b-945294ce42cf,no_churn,0.007464825,0,no_churn,-0.0548267381881214,-0.0046310753890429,-0.0064929995142483,-0.0380310253105108,-0.0406452884547798,-0.0957261595436648,-0.0144608653111936,-0.0142119993332153,Male,40,No,No,Employed,Urban,Bachelor,1672380000
9,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,78c509c8-6633-4c94-8709-9b49b687c9c4,no_churn,0.0807029,0,no_churn,0.0157241976881141,-0.0028266195483683,-0.0143234019949159,0.0043773903618375,0.0427381012031537,-0.177975312148919,0.0732249908674839,0.0412011707067722,Male,80,No,No,Employed,Rural,Bachelor,1672380000
51,No,No phone service,Low Speed,In_Store_Support,One year,<80hrs,Active,fedc52b3-9eb0-4a86-898a-3eb878c46df8,no_churn,0.11201038,0,no_churn,0.0095766216661058,0.141315328759629,0.0692515950319239,0.038379552369397,0.057405282751306,-0.0046456545315413,0.189822955635891,0.0698681784000973,Male,65,No,Yes,Employed,Suburban,High School or Below,1672380000
71,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,cf579fa1-6f24-480d-841d-982d8de40238,no_churn,0.009596953,0,no_churn,-0.132473134647807,-0.0024599970888084,-0.0145402469041073,-0.0065201602629531,0.0272784788432363,-0.190267299886873,0.0237627512933249,0.0461934572999052,Male,35,No,No,Employed,Suburban,High School or Below,1672380000
55,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,9632ba74-7d29-452b-a974-be31f5ceec58,no_churn,0.12895492,0,no_churn,-0.057631120653441,-0.0022320329983995,-0.0126315336143215,-0.0218424145123026,0.0458855021944873,-0.185784372206699,0.0261162254172086,0.0490935966168035,Female,51,No,No,Employed,Urban,College,1672380000
17,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,4d72e48c-5f0a-4609-a810-8ac0586743b8,churn,0.5437308,1,churn,0.0276212340526035,-0.0056349668802067,-0.0525668996308923,-0.0611107696626459,-0.066848412002746,-0.121912077776306,0.0513101310923957,0.0301156073481797,Female,42,No,Yes,Employed,Suburban,College,1672380000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d798fd16-8dd0-4c4e-aab6-f828121ef81c,churn,0.8270153,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Male,58,No,No,Unemployed,Urban,High School or Below,1672380000
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9da4ea16-230d-40c3-8162-3e2614f50d03,no_churn,0.72436106,0,no_churn,0.0745353631725993,-0.0045007626715596,0.110633630758703,0.0081765183559946,0.0627048813889996,0.0832088715869122,0.0438775497695496,0.0337544727467684,Male,20,No,No,Disabled,Rural,College,1672380000
48,No,No phone service,Medium Speed,Phone_Support,One year,100hrs+,Active,0bc0e954-d6ae-4c03-b04b-b7c2bffe5510,no_churn,0.06450703,0,no_churn,-0.0373650740224911,-0.0233719502626081,0.0203120193036738,0.0222214931448616,0.0960656867449688,-0.020300836693641,0.0569125512356731,0.0764999588174032,Male,30,Yes,Yes,Employed,Rural,High School or Below,1672380000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4d601f6f-9b80-440d-b290-2fd3ee131588,no_churn,0.4581968,0,no_churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,77,No,Yes,Retired,Suburban,Bachelor,1672380000
70,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,00e0e363-fe3c-4523-8b5b-eafdbea7fef3,no_churn,0.016743299,0,no_churn,-0.0592175418410897,-0.0028118581057151,-0.0267076597482355,-0.022194469859196,-0.0316752790090686,-0.178941477756825,0.0280514211810896,0.0244707124157048,Male,32,No,Yes,Employed,Urban,College,1672380000
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,7086b20d-4c21-4298-982a-a3655db64d75,no_churn,0.01316739,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,47,No,No,Unemployed,Urban,Bachelor,1672380000
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5507e6e-a1fc-4d7f-95b9-c67be68c8332,no_churn,0.38086456,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,72,Yes,No,Unemployed,Suburban,College,1672380000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8215c0f3-b87c-4fa6-bb9d-10e0bfdf0df1,no_churn,0.32119694,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,22,No,Yes,Employed,Suburban,Bachelor,1672380000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,99abedba-79fd-4f61-8207-6356f1e05e05,churn,0.31195065,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,31,No,Yes,Employed,Suburban,Bachelor,1672380000
39,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,543fd527-bc88-4655-a001-09716a293834,no_churn,0.10070374,0,no_churn,0.0172138421847466,-0.0046308584211874,-0.0052578102392817,-0.0457369086226935,-0.0069728864031731,-0.0353498759912872,-0.0162043366808484,-0.0473030455678508,Male,45,No,Yes,Medical Leave,Suburban,Bachelor,1672380000
11,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,dc21f059-1c81-4434-86b1-62ccb235d50b,no_churn,0.4803508,0,no_churn,0.0174319575880872,-0.0037602563285872,-0.103401818131101,0.0313366746647489,0.102166216722708,0.0903108342206724,-0.0864216176623267,0.0083237647282658,Male,31,No,No,Employed,Suburban,Doctor,1672380000
11,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6f2a8092-fac3-466b-bf75-8e6fadff1875,no_churn,0.20647661,0,no_churn,0.0206725022222826,-0.0062834936318313,0.0052027716020938,-0.0300696103656446,-0.135285787977623,0.0576397812996765,-0.049148048713705,-0.0597542644405257,Male,35,Yes,No,Employed,Suburban,High School or Below,1672380000
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a74153ed-5cc8-42f2-a29e-ac03a233425d,no_churn,0.30745888,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Female,20,No,No,Employed,Suburban,High School or Below,1672380000
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,1972e261-0b1b-41e4-ad0b-8084c0e48a18,no_churn,0.007326953,0,no_churn,-0.0962077636670164,-0.0037643835173003,-0.0011779996823406,-0.0321102001581584,-0.0493703962388644,-0.127424793745226,0.0174339951766387,0.0235953885935168,Male,25,No,No,Unemployed,Suburban,High School or Below,1672380000
24,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f592b703-67d2-4e10-a33d-4088bc54328e,no_churn,0.55777055,0,no_churn,-0.0282978390080643,-0.0050680010568248,0.0232625092483431,0.0408180233910752,0.109463600626123,0.0852665518719913,0.0132120050486628,0.102317001785232,Male,26,Yes,Yes,Employed,Suburban,High School or Below,1672380000
47,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,b4224c17-f790-4df5-94d8-2796ebbd9fa7,no_churn,0.009536001,0,no_churn,-0.0305891498130768,-0.0035330313835584,-0.0013158032102364,-0.0540611032770721,0.0167232232308197,-0.122569041180541,-0.0286838698807332,-0.0449973770457654,Male,51,No,No,Unemployed,Urban,High School or Below,1672380000
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,48f049bf-68a7-46fe-acfd-259ff55f2aa8,churn,0.5993702,1,churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Female,58,Yes,No,Employed,Suburban,Bachelor,1672380000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,0c0ad8c8-06b4-4d43-95d1-1db87b358376,churn,0.8174768,1,churn,0.20303359025982,-0.0042769068976303,0.104424933643149,0.140981223269164,0.0717398538597808,0.146984718107315,0.0273367266026525,0.04074971959727,Female,51,No,No,Employed,Rural,College,1672380000
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,8a877710-2fa1-491e-aa9e-6f99e5193318,no_churn,0.01316739,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,68,No,No,Unemployed,Suburban,Bachelor,1672380000
69,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,bd9cd7c5-7425-4976-b71e-270cb46c4be5,no_churn,0.119631544,0,no_churn,-0.106295492713889,-0.0019176831062213,0.0167936909798299,-0.0104617271975985,0.0333031897865657,-0.201105305001138,0.0180273416860382,0.0451911467334321,Male,77,Yes,Yes,Unemployed,Urban,Bachelor,1672380000
72,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,f3d1b590-c21f-4284-b99a-b04e9d85a422,no_churn,0.0015851023999999,0,no_churn,-0.0599927658719252,-0.0032761620832388,-0.0081047568900771,-0.017223135827653,-0.0116261587108874,-0.143358400413599,-0.0111624851324631,-0.0142822866502524,Female,39,No,Yes,Unemployed,Rural,College,1672380000
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c9395d3e-91c4-415b-9d4d-eb23080a2d35,churn,0.3268463,1,churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Male,45,No,No,Employed,Suburban,College,1672380000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5e4cf72c-d8fe-46a4-a65a-68b2febcfcd5,churn,0.78103364,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,26,No,No,Employed,Suburban,High School or Below,1672380000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,26eb8aeb-6947-4540-a713-b704a0b97942,churn,0.66686046,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,25,No,Yes,Employed,Rural,High School or Below,1672380000
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c282fb43-6cf3-4936-8130-45ecd84d4f07,no_churn,0.3816683,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,50,No,No,Unemployed,Suburban,Bachelor,1672380000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,70a944bc-6813-4c2d-8032-e5af6feb2817,no_churn,0.341527,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,30,No,No,Employed,Urban,High School or Below,1672380000
54,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,fe28c96d-8db1-418b-b49d-5f0c85530282,no_churn,0.011462047,0,no_churn,-0.0571245685649137,-0.0038825844015991,0.006873182889667,-0.0182396397087268,-0.0448057146169048,-0.117876184668348,-0.0137224732548747,-0.0152481713595079,Female,72,Yes,No,Employed,Suburban,High School or Below,1672380000
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,bd15a14a-1da9-4c79-94e8-4975bc8823f2,churn,0.5993702,1,churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Male,25,No,No,Employed,Rural,Bachelor,1672380000
61,Yes,No,Medium Speed,Phone_Support,Two year,<50hrs,Active,e41c08d2-3c91-4a73-8567-aa2313d48e88,no_churn,0.008652976,0,no_churn,-0.0513243303440867,-0.0013421627564821,-0.0012477247237438,0.0018894795581582,0.0620299684057681,-0.196071708910767,0.0451770569553627,0.0518632718157277,Male,28,No,Yes,Employed,Urban,College,1672466400
71,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,377692ef-1017-49b4-bcc4-7ccd3aac6da7,no_churn,0.0059049134,0,no_churn,-0.093952815037137,0.0015454184475129,-0.0047536096403973,-0.015008363437746,-0.0562143800760577,-0.1350958630997,0.01340134145727,0.0210521180741125,Male,58,No,No,Employed,Urban,College,1672466400
51,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,e140dba5-3871-493d-bb85-a2084939b6be,no_churn,0.054296292,0,no_churn,-0.0611922889936613,-0.0124467232012102,-0.0328804416317825,-0.0136361815538475,-0.023210918728123,-0.0630409801091264,0.0560952179017886,0.0412861660271755,Female,24,No,No,Employed,Suburban,Master,1672466400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,aa9df722-ce2c-48b9-9833-44dfd3181498,no_churn,0.0044286093,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Male,21,Yes,Yes,Employed,Suburban,College,1672466400
72,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,370c0a8e-5f5e-478d-b9d4-527a7d43c930,no_churn,0.005961806,0,no_churn,-0.101555706210963,-0.0012598445815274,-0.006021146919661,-0.0125208996422543,-0.0376776283653589,-0.151619039472912,0.0209496061843356,0.0206785050241614,Female,74,Yes,No,Employed,Suburban,Bachelor,1672466400
52,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,ffc18fa1-068f-4fe3-83e0-134db20c57dd,no_churn,0.01522885,0,no_churn,-0.0727422518837102,-0.0036542451086916,-0.0026716598880375,-0.0091368340782173,-0.084553800655517,-0.134303693309148,0.0113943498797425,0.0266419812293315,Female,62,No,Yes,Unemployed,Urban,High School or Below,1672466400
71,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,f327185c-eea1-462c-b4f0-e416f3c4b5c9,no_churn,0.0047416609999999,0,no_churn,-0.0756295140681322,-0.004983428907326,-0.0170682760374711,-0.0176932550451965,-0.0395083605315267,-0.151406998123421,0.0162116345657341,0.0210520452100627,Female,68,No,Yes,Medical Leave,Suburban,Master,1672466400
70,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,f4f65553-4f4f-4cca-a0ce-b349d10ddbf1,no_churn,0.017690128,0,no_churn,-0.0729337586849214,-0.0025530448273639,0.0038237670600119,-0.0369814670363575,-0.0318205746339026,-0.140205395761031,-0.0125396193282813,0.0241839398604452,Female,58,No,Yes,Unemployed,Suburban,College,1672466400
52,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,29f014ba-2f7f-4133-96a0-18679d68c224,no_churn,0.0114510469999999,0,no_churn,-0.0933481062909595,-0.0035423710987015,-0.001339735804604,-0.0312778525045905,-0.0479391264190417,-0.142426368075194,0.0232640890409129,0.0275833184279326,Female,66,No,No,Retired,Suburban,Bachelor,1672466400
41,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,4a93205a-5b50-41a0-9a5b-7e53c5402388,no_churn,0.102587335,0,no_churn,-0.0873747168382351,-0.0026200989746575,-0.0252424834546445,-0.0406593832552789,0.0149299674274698,-0.14459101271525,0.0025796538541635,0.0439519212684626,Male,75,No,No,Unemployed,Suburban,High School or Below,1672466400
67,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,a748944f-e353-4100-b166-8b7bc72827e0,no_churn,0.12171303,0,no_churn,-0.116339822785712,-0.0029472474343856,0.0055543202105855,-0.0172680477828544,-0.117437787363633,-0.0602423727433051,0.0057977108893464,0.0338570927522869,Male,65,No,Yes,Employed,Suburban,Bachelor,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,398bb6fe-db69-46ba-8e41-f57db18cbc2f,no_churn,0.4876235,0,no_churn,0.273244120570471,-0.0066881578208267,-0.0332032329333196,0.0050854471816819,0.167521886638606,0.145771601173728,0.0943869265205648,0.0848552624085641,Female,60,No,Yes,Unemployed,Suburban,High School or Below,1672466400
51,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,a055056f-7243-4ad0-bff4-50b7ef7aa4ee,no_churn,0.01765398,0,no_churn,-0.0764765677972354,-0.0039438369036724,-0.0102375373183622,-0.0101444528627416,-0.105141301179483,-0.107197069248032,0.0167076118483055,0.0274070013956406,Male,74,No,Yes,Medical Leave,Suburban,Bachelor,1672466400
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,7779c906-202c-49a7-82c1-1a68bd65251d,no_churn,0.0056397524,0,no_churn,-0.099811563927733,-0.0030889051065787,-0.0023205942145705,-0.0301911646202734,-0.0370275358077469,-0.135272178380574,0.0164675211568192,0.0222182675229714,Female,27,Yes,No,Employed,Suburban,College,1672466400
51,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,85a023e6-2db4-4978-9468-22115c00a5c0,no_churn,0.023516662,0,no_churn,-0.064918066727605,-0.001325088665726,-0.0443768847954743,-0.0418489757524548,0.0553011148764744,-0.199380178091442,0.0432121187225675,0.047643141348326,Male,23,Yes,No,Employed,Urban,Bachelor,1672466400
63,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,1283b1cc-10dc-4372-8666-a29fd5e99683,no_churn,0.01246321,0,no_churn,-0.123463282099237,-0.0023350609306726,-0.018172755322812,-0.0136465429974668,0.0323765524764348,-0.212944843515097,0.0313487926513698,0.0378109888071048,Female,43,No,Yes,Employed,Suburban,Bachelor,1672466400
71,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,2fd3eeb0-b09f-427a-b0a9-9b16b3d53480,churn,0.015889382,0,no_churn,-0.0516169331623314,-0.0007500910956878,0.0312196392191071,0.0233068163577081,-0.0269661223629191,-0.16575087700181,0.054052301783995,0.0474791161932444,Male,28,Yes,No,Employed,Urban,High School or Below,1672466400
61,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,215bfbd1-c4fb-4555-8dd2-829193188e7b,no_churn,0.014718472,0,no_churn,-0.086016827690637,-0.0040395524830091,-0.0003228796004077,-0.0711074165804257,-0.0379898305479764,-0.119451014197975,0.0295123113815088,0.0203890569711393,Male,65,No,No,Employed,Suburban,High School or Below,1672466400
37,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,42a3fbb5-1ff6-411a-b4b9-36f780fd519a,no_churn,0.018626152,0,no_churn,-0.0526356605480577,-0.0039756762348406,0.0018971186670387,-0.0328989705081767,-0.0323565319382578,-0.10824298485566,-0.017033557176328,-0.0237798899759946,Female,33,Yes,No,Employed,Suburban,Bachelor,1672466400
62,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,34b8aba5-b9a3-4be2-9253-67b1d90a0815,no_churn,0.015905429,0,no_churn,-0.105010088782346,0.0139552700714375,-0.0007205439024437,-0.0150394232269354,0.0036452008880405,-0.108743943311947,-0.0239193090184562,-0.0231933143235619,Male,78,No,No,Employed,Suburban,College,1672466400
15,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5c44d62b-23a2-4c4d-9432-93c030d7126d,no_churn,0.31407678,0,no_churn,0.0500696151652846,-0.0159261285976754,-0.0840738050138679,-0.127132788575909,-0.0309424996161942,0.0778350124983626,-0.0377347557147913,-0.0589541326252401,Female,73,No,Yes,Employed,Suburban,College,1672466400
50,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,5b5935d5-9c6b-4a0d-aa68-a41bfa637b85,no_churn,0.022101367,0,no_churn,-0.0742590939870024,0.014157117559198,0.0060891601434559,-0.0736606161264353,0.0130125570390464,-0.0698539872335277,-0.038777510591417,-0.0457337782574813,Female,79,No,Yes,Employed,Suburban,College,1672466400
61,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,cf76a749-f58b-468e-914d-3bcc6a65bf57,no_churn,0.024957607,0,no_churn,-0.0951694252661582,0.0089067803790294,0.0029822866587983,-0.0191501301895732,0.0038764181528222,-0.126231617280591,-0.0239200635778706,-0.0203204025591003,Female,49,No,Yes,Employed,Suburban,College,1672466400
59,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,5b8da2aa-5ddd-480b-9675-c5b6fe1fc04c,no_churn,0.019990794,0,no_churn,-0.0549862521054819,-0.0039044315157843,-0.0041181065072851,-0.0323153068519968,-0.0275640814220241,-0.10933016896528,-0.0161361138523534,-0.0173383579928486,Female,49,No,Yes,Disabled,Suburban,High School or Below,1672466400
42,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,0136511f-3e16-4c44-84b6-a05d2c39bbe9,churn,0.108944975,1,churn,0.0414992080336287,0.106311494559177,0.0392285925269243,0.0817348070896469,0.0562459718116224,0.0094446212702496,-0.0002670335467973,-0.003223805882344,Male,23,Yes,Yes,Unemployed,Suburban,Bachelor,1672466400
53,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,33f2b224-335a-46de-a04b-9ab8d8bce464,churn,0.1073905,1,churn,-0.0591137986106059,-0.0028747351298579,0.0199990711280634,-0.0450021802811352,-0.0027576781997822,-0.027831171145508,-0.0112587564042951,-0.020186901721081,Male,62,Yes,No,Unemployed,Suburban,High School or Below,1672466400
62,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,db478f41-7f82-4e49-a9f1-1f664f89a122,no_churn,0.019598687,0,no_churn,-0.0806422352958179,0.0069842968915099,-0.004377201263851,-0.0172368638736043,-0.0227691472376773,-0.125069120732169,-0.0127872859424769,-0.0131285952838061,Male,45,No,Yes,Employed,Suburban,College,1672466400
30,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,40181844-95af-44e1-bee8-b9418c196351,no_churn,0.07843452,0,no_churn,-0.0187932898879807,-0.0063334249686886,-0.020870862751135,-0.0392900832986742,-0.0017911211300634,-0.146009894888102,-0.0163098422706207,-0.0196276335796301,Male,67,No,No,Employed,Suburban,Bachelor,1672466400
66,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,9e350410-011f-4171-9711-3006be881d03,no_churn,0.08064248,0,no_churn,-0.0502668354339584,-0.0045943103344325,-0.0269692656552069,-0.022538105158419,0.0014154591969781,-0.094567428405644,-0.03818353549952,-0.033322131822133,Male,28,No,No,Employed,Suburban,College,1672466400
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d18c870e-2b5e-49e0-9f78-9ba54604cfbf,no_churn,0.11919651,0,no_churn,0.0861579869876459,0.14448725624834,0.0656376041278326,0.0027180200726434,-0.131170708432019,0.108779148659187,-0.0190139895748598,-0.0189547996740475,Female,61,No,Yes,Retired,Suburban,Bachelor,1672466400
60,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,f2174480-cf75-4674-a443-f2a0feed307b,no_churn,0.007335403,0,no_churn,-0.0561285779140234,-0.0039680920775572,-0.0102306318351293,-0.0270645601545402,-0.0052444435887809,-0.110848204789327,-0.0293850799806568,-0.0261565619024804,Male,74,No,No,Unemployed,Suburban,High School or Below,1672466400
25,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e6aeddb7-eeab-4f5c-b540-684c5dbc9aa5,no_churn,0.14608146,0,no_churn,-0.103167973181207,-0.0070218184344594,-0.0320564706409277,-0.056655284149092,-0.0553326684925923,0.0293713129662228,-0.0239745126640082,-0.0201887365404763,Female,40,No,No,Unemployed,Suburban,Master,1672466400
39,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,e229f1f0-77a5-4875-b586-979d43161437,no_churn,0.04929419,0,no_churn,0.0464964915326436,0.0957126454768604,0.0396734073525931,-0.0283450404978975,0.0425864725605515,-0.185419893624894,0.0081245000099488,-0.0078547323242537,Female,74,No,Yes,Employed,Urban,Bachelor,1672466400
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7bd2b036-a98b-49b3-967a-b8d1cbb79936,churn,0.30634764,1,churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Male,63,No,Yes,Medical Leave,Rural,Bachelor,1672466400
67,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,ef83fb10-d5dd-4f26-84f5-f11e68716677,no_churn,0.07163571,0,no_churn,-0.06409844091193,0.0018489715828809,-0.0076189307482536,-0.0204630169543133,-0.0300461901381322,-0.121574472944044,-0.0132491818155176,-0.0138248905080445,Male,41,No,Yes,Employed,Suburban,College,1672466400
64,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,1077bb10-0a30-494b-b681-30713d0e8494,churn,0.09351649,1,churn,0.0311762019749221,0.0011587034366311,0.0241130380977574,0.0153086739283389,0.0382483839831093,-0.0766560325136924,-0.0053447741963464,-0.0230422472338705,Female,21,No,Yes,Unemployed,Rural,College,1672466400
8,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0d0454fa-5de3-49a1-81ad-25a669c59d44,no_churn,0.23306859,0,no_churn,0.0170887389093059,-0.0114536998776293,-0.0265589734563127,-0.134057152302548,0.0231934106326843,0.0437875892383363,-0.0535683541087382,-0.069957709336395,Female,64,No,Yes,Unemployed,Suburban,College,1672466400
68,Yes,Yes,Medium Speed,In_Store_Support,One year,<50hrs,Active,c7277878-ef70-4206-89f6-a7575f9c0920,no_churn,0.23921448,0,no_churn,-0.0610497207782373,-0.0015056132496465,0.0187436499573868,-0.0483489298658969,-0.094257226009322,-0.0657527850025144,0.029269237086537,0.046875235827606,Female,52,No,Yes,Employed,Suburban,Bachelor,1672466400
55,Yes,No,Low Speed,Phone_Support,One year,<80hrs,Active,794a1374-80ec-46bd-abcf-f16540dcc5df,no_churn,0.16604285,0,no_churn,-0.0013370004807029,-0.0045219118290333,-0.0425761995978609,0.0371833562393703,0.0980958442097289,-0.0783934097344445,0.114071473212334,0.0784517013521872,Male,29,Yes,No,Employed,Suburban,College,1672466400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,12788b29-7fa4-4c7c-bfda-bb813f5f43d5,churn,0.012733848,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Male,27,Yes,No,Unemployed,Suburban,College,1672466400
56,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,7f199c7d-6e25-4f88-ad98-7793bd989a0c,churn,0.26587704,1,churn,-0.0736215319572329,-0.0056271587797527,0.0238528881984893,-0.0208820448411279,-0.0643067463087572,0.0472109521156016,-0.0145346344991412,0.0388821259460928,Male,68,No,No,Unemployed,Rural,Bachelor,1672466400
45,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,48a5307b-7962-4ea2-9a65-5d6fff439659,no_churn,0.24115089,0,no_churn,-0.160410414615435,-0.0086107241437639,0.0211046373252429,-0.0598029901660447,-0.138260972298558,0.0587649219054219,0.0137528968340302,0.0544364918794963,Male,71,No,No,Unemployed,Suburban,High School or Below,1672466400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,be137bec-343f-4716-86ec-e349e2d4689b,no_churn,0.6015657,0,no_churn,0.238836264512856,-0.0029721721313399,-0.0457520895644256,-0.105542295431337,0.0599293556239172,0.13986074017886,0.0870839581980362,0.0975300864525706,Female,24,No,No,Employed,Suburban,High School or Below,1672466400
5,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,5e4d1619-d8e9-4421-9b00-575ac3ae6937,churn,0.6902665,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,45,Yes,Yes,Unemployed,Suburban,High School or Below,1672466400
53,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,8f87a9a4-3b34-4c13-9ed5-788476c9a6c6,churn,0.032383002,0,no_churn,0.0601651579717872,0.0011567521555116,0.0421887003052142,0.0556271755554553,0.151196268129497,-0.111901868055829,0.0930708716940353,0.0934231753037602,Male,28,No,Yes,Employed,Suburban,College,1672466400
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,cc428e37-f21a-4b2c-9525-c90488943c9a,no_churn,0.009695846,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Female,51,Yes,No,Employed,Rural,College,1672466400
31,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,5b2971f2-abf0-43be-a04b-8d845f570102,churn,0.506009,1,churn,-0.0843650053322198,-0.0040145695148021,-0.0907606476641376,0.0395155149595666,0.0374544051519114,0.0635188413142168,-0.0370634332440386,0.0224982674679085,Male,74,No,No,Unemployed,Suburban,High School or Below,1672466400
60,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,41483e18-519c-4bf7-8dea-f8166f3bac1e,no_churn,0.0852864,0,no_churn,-0.0080709766409881,-0.004127324800138,-0.0237192843596812,0.0786269755698549,0.131112920187079,0.0861976261597737,0.114255974449698,0.0966979416010326,Male,40,Yes,Yes,Employed,Suburban,Bachelor,1672466400
43,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,4dec8665-876d-4dc9-b95f-058faeee3554,churn,0.21099332,0,no_churn,0.0297115630344342,-0.0004158466669468,-0.014605296349473,0.010222698863763,0.0433706906014049,-0.0009221378548863,0.0579093463216668,0.0657028368606552,Female,64,No,Yes,Employed,Suburban,College,1672466400
12,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,f72eda5c-0bec-47a0-991d-ac4221588fa9,churn,0.63034666,1,churn,0.139817634079718,-0.003475089824642,0.0335953624147896,0.0724162044961121,0.0472216078345627,0.131652456756801,0.175506697646561,0.0905723232429954,Male,28,No,Yes,Employed,Suburban,Master,1672466400
72,Yes,No,Fiber optic,Phone_Support,Two year,<50hrs,Active,d74600e8-3b66-4f32-afb0-a02283b29062,no_churn,0.021601506,0,no_churn,-0.125427707666149,-0.0023822614326491,-0.0127985473424814,0.0044779050198849,0.0078442349406759,-0.184457542786949,0.0229199409071043,0.0341311603618487,Female,78,No,Yes,Employed,Suburban,College,1672466400
41,Yes,No,Fiber optic,In_Store_Support,Two year,100hrs+,Active,9531962b-4720-4fb7-835c-b0e7b00d9cf3,no_churn,0.06114521,0,no_churn,-0.0280816826802583,-0.0035129941195191,-0.0147342709953591,0.0582026963858879,-0.029937985426659,-0.199765393160269,0.01087208075538,0.0079313964158427,Male,30,No,Yes,Employed,Suburban,College,1672466400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,b39bd572-53a0-4652-aba2-10b329a02e4e,no_churn,0.052666727,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,58,No,No,Employed,Suburban,High School or Below,1672466400
33,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,50314588-243a-4692-9d03-d958aff42c0d,no_churn,0.22775355,0,no_churn,-0.147247504127226,-0.0030528018508994,0.0570708582750648,-0.0423908108462637,0.0427692468835266,0.0467149314172911,-0.020702035503109,-0.0400004427089697,Female,66,No,No,Employed,Rural,Bachelor,1672466400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,3fca150d-efc2-4127-a6b8-f7dde56b646d,no_churn,0.018813962,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Male,40,Yes,No,Unemployed,Suburban,High School or Below,1672466400
37,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,715d5f65-48dc-4b5d-8316-7eeb9de6577a,no_churn,0.3101229,0,no_churn,-0.0720890816388146,-0.003022482906108,0.0991408804863112,0.0823772591401393,0.0420861506552591,0.107918710766144,0.0158123555284237,0.0301764730763352,Male,23,No,Yes,Employed,Suburban,College,1672466400
50,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,147db7ec-9544-465b-a2e6-37a9f61ee4bc,no_churn,0.21064237,0,no_churn,0.0342933552818612,-0.005483131179717,0.0925625688158925,0.138775937060764,0.0833146476134606,-0.0284176421784468,0.150322027749144,0.0856060979530047,Male,42,No,Yes,Employed,Urban,Bachelor,1672466400
68,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,a3c96eb8-c940-4874-ba8f-08d66c2dc52d,no_churn,0.08520071,0,no_churn,0.0101935128924105,-0.0006968024232082,0.0707941086868049,0.135838626624291,0.0580524412238628,-0.0261736422251669,0.121095356993274,0.0718702554818901,Female,62,Yes,No,Employed,Urban,Bachelor,1672466400
35,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,c30f90a9-e2d9-4190-9710-767ecfc7ccd4,churn,0.22305857,1,churn,-0.0142316516710116,-0.003270780582834,0.0615067909147364,0.126815365952607,-0.0315588226626232,0.0927064421704881,0.0038136250475145,0.0142787443499491,Male,70,No,Yes,Employed,Rural,High School or Below,1672466400
55,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b07af541-bac9-45ef-89c9-13a07dcb1642,no_churn,0.20980899,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,55,No,No,Employed,Suburban,Bachelor,1672466400
30,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,a357e324-fe00-43f4-b27e-de61787b830b,churn,0.36153346,1,churn,-0.0318128292276924,-0.0095408844897065,-0.0458287735878911,0.0743939944498106,-0.0256451561529775,0.0899922596648502,-0.0042310848042234,-0.0026419116355464,Male,25,No,No,Retired,Suburban,Doctor,1672466400
65,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,64b7581f-6aa0-4c8d-b213-ae15297bbbbd,no_churn,0.08360539,0,no_churn,0.079373101224678,-0.0003503328971964,0.102263312407881,0.113986110694086,0.0853364591775016,0.0034197279738737,-0.0006104828001662,0.0104845343825763,Male,38,No,Yes,Unemployed,Suburban,College,1672466400
43,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,47dfc9fa-6771-49ab-b66b-aacac755ed30,no_churn,0.060194112,0,no_churn,-0.0534691459285659,-0.0039171619639637,-0.0353658052643731,0.033810541761768,-0.0264461764161387,-0.0996531927025626,-0.0295871938270829,-0.0343980190298316,Female,62,Yes,No,Employed,Urban,College,1672466400
58,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,4e93c8d8-b050-4de9-ad9f-b64b161218b6,no_churn,0.12735184,0,no_churn,-0.207794002981768,-0.0066576686570442,0.0149075493832333,0.0449150889293196,-0.0501772781048885,0.0268321195006456,-0.0151259050581757,-0.0259260553031799,Male,48,No,No,Unemployed,Urban,College,1672466400
39,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,3fcb1e7f-08f1-4eef-b2e3-83de770d1839,churn,0.1458106,1,churn,0.0680952420509766,-0.0029507038513111,-0.0584406734806179,0.0868907267044505,-0.0771999530952962,-0.0409789702284524,-0.0079630018612442,-0.030141515203777,Female,43,No,No,Employed,Suburban,Bachelor,1672466400
45,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,47bb56ec-6500-4a1d-96f5-da0982691718,no_churn,0.17017119,0,no_churn,-0.217905714687677,-0.0047501697636107,-0.0778708455454943,0.0291597116604862,0.0063885994810334,0.0346143895285604,-0.021114889839373,-0.0175472306777737,Female,61,No,No,Employed,Suburban,College,1672466400
14,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,fe52b7bf-7a12-42e7-a85f-c5a552702ee6,churn,0.6667659,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,22,Yes,No,Unemployed,Suburban,High School or Below,1672466400
24,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,adebd9af-db56-405f-b5f8-920443634a31,no_churn,0.15030879,0,no_churn,0.0072394919782072,-0.0044067636486306,-0.002407534007325,0.0244677971604369,0.0800744449325111,-0.102114238025588,0.0872595764555171,0.0561944107750787,Male,49,No,Yes,Retired,Suburban,High School or Below,1672466400
24,No,No phone service,Medium Speed,Phone_Support,One year,100hrs+,Active,cc2a7156-7a12-4d46-9757-9c8755f86018,no_churn,0.11038314,0,no_churn,-0.0458443068537781,-0.0160110989605891,0.001935180779983,0.0350942025238873,0.074847617269188,-0.0505069049491612,0.0840204207824717,0.0774387398919679,Male,25,Yes,No,Employed,Suburban,Bachelor,1672466400
21,Yes,No,Low Speed,In_Store_Support,One year,<50hrs,Active,47e069cb-281e-481f-9eab-04ced166d3a4,no_churn,0.06587027,0,no_churn,-0.0318443636258871,-0.0039276984104071,0.0107172622745201,0.0251913798220721,-0.00387823008763,-0.0278985307564835,0.107046797484381,0.0655672368500745,Female,44,Yes,Yes,Employed,Rural,Bachelor,1672466400
11,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,4536dae0-e101-4c3b-81f9-b32a0b97a811,no_churn,0.26866978,0,no_churn,0.0174319575880872,-0.0037602563285872,-0.103401818131101,0.0313366746647489,0.102166216722708,0.0903108342206724,-0.0864216176623267,0.0083237647282658,Female,31,No,No,Unemployed,Suburban,High School or Below,1672466400
28,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,a56fe025-d3d1-4769-9366-aacd36455eb0,no_churn,0.112550974,0,no_churn,0.0088751203564606,-0.0044341663896375,0.0903108354790856,-0.0490182555267529,0.152209112843157,0.0774806505246851,0.111348117258167,0.121916724546718,Male,26,Yes,Yes,Employed,Suburban,High School or Below,1672466400
60,No,No phone service,High Speed,Phone_Support,One year,100hrs+,Active,816225b4-8fe1-459c-9999-b0588f72aa10,no_churn,0.07877464,0,no_churn,-0.0966291668449412,-0.0169211047038061,-0.0064286506342978,-0.0023913817075845,0.0461945561428183,-0.11580315548611,0.0083112145478116,0.0396415379504105,Male,54,Yes,No,Unemployed,Suburban,Bachelor,1672466400
12,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,28daacd3-4fef-4fcf-b7e2-36f0b0b6e2e3,no_churn,0.1792767,0,no_churn,-0.0759700776055615,-0.0138918232910145,-0.090604094760838,-0.0664963377330423,-0.134372696502705,0.0439296586668388,0.0479906591378494,0.0203885597517364,Female,22,Yes,Yes,Employed,Rural,High School or Below,1672466400
67,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,3236041b-7ffd-4f69-bdb7-ce8b15a1c77b,churn,0.13518876,1,churn,-0.0685764131380892,-0.0027658810841967,0.0079342313264442,-0.0176164277814768,-0.049760214706439,-0.181358957408629,0.0264115742389003,0.0267059347983922,Female,56,Yes,No,Employed,Rural,Bachelor,1672466400
22,No,No phone service,High Speed,Phone_Support,One year,<80hrs,Active,e74434b9-7dc5-4384-9395-c7b7925c1780,no_churn,0.15664737,0,no_churn,0.0094096405873165,0.0335321355152996,-0.00211965805943,0.0085550577829462,0.0152868563759784,-0.0727367388793845,0.0449261482092151,0.0574537441338043,Female,28,No,Yes,Unemployed,Urban,Bachelor,1672466400
72,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,9b7cadd9-ce58-47a8-81ba-679587708199,no_churn,0.033020858,0,no_churn,-0.131381480302325,-0.0024394561009921,-0.0198724099581249,-0.0332322161902538,0.0268771206541714,-0.174946629561946,0.0299550309673304,0.0460138878402722,Female,53,No,Yes,Employed,Suburban,Bachelor,1672466400
13,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,7e2c364f-ed37-489f-ace6-dc4734f087ad,no_churn,0.59180725,1,churn,0.123473227245495,0.0190005223172465,-0.0262541991800435,0.0103645023611943,0.0512171001334991,0.137450715765872,0.127119189109781,0.105055175277748,Female,38,Yes,Yes,Employed,Urban,College,1672466400
52,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,c2363a0a-7702-4c57-9f60-a2c81028dbbb,no_churn,0.011663291,0,no_churn,-0.0390949967765664,-0.003927902755804,-0.0097113355977671,-0.0227359261718811,0.017331767573014,-0.13132282699431,-0.024078233457767,-0.049653365615959,Male,80,Yes,No,Unemployed,Suburban,Master,1672466400
12,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,33d95385-75c5-4b0a-b590-7631571d45d0,no_churn,0.060293898,0,no_churn,0.0113984246661857,-0.0053004744256031,-0.0300384182437665,-0.016062614373277,-0.0342661882342054,-0.0977767617536574,-0.0297755100084396,-0.0315379430421671,Male,78,No,No,Employed,Suburban,Bachelor,1672466400
17,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,95cc1535-e1a0-4ec2-8cd9-a06cb80423a0,no_churn,0.0569409,0,no_churn,-4.91529399369028e-06,-0.0036396408315522,-0.0215651112154773,-0.0449619996657202,0.0010411066924643,-0.129864029567252,-0.0263046030832083,-0.0437269591907534,Male,29,Yes,Yes,Employed,Urban,Master,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7c504866-6017-4c84-b349-60e80fd380cd,no_churn,0.5201315,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,54,No,Yes,Employed,Suburban,High School or Below,1672466400
32,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,5c0152e2-2401-49cd-b3ed-2a03306a4eee,no_churn,0.03706329,0,no_churn,-0.02380822122881,-0.0051733912199415,-0.0281671872487186,-0.0588535764887819,-0.02776510953463,-0.0868905705181896,-0.0179742674175759,-0.0203938290911082,Male,64,No,No,Employed,Suburban,High School or Below,1672466400
10,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a428bcb5-489c-42f6-9b24-69a7b1fd9e9b,no_churn,0.25936955,0,no_churn,-0.0629121946883333,0.0707824617278038,0.0258273043847339,-0.0864297645411761,0.0178447357725599,0.0760013974548428,-0.0609905726843089,-0.0491495176711578,Female,39,No,No,Unemployed,Suburban,High School or Below,1672466400
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,14cb71fd-7339-4a4c-bfcd-2f5af027e66b,no_churn,0.39669392,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,36,No,Yes,Employed,Urban,College,1672466400
36,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,82f0cc13-9683-488e-b1b0-38524fcd6185,no_churn,0.028398512,0,no_churn,0.0085515109729749,-0.0013030040866215,0.0231422079319872,-0.0445904009903551,0.0450049465243864,-0.113698296467073,-0.0242468382597144,-0.0418862746571903,Female,52,No,No,Employed,Urban,College,1672466400
15,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1d4c31e5-b010-490a-bdc7-43b111f0c615,no_churn,0.14157665,0,no_churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Female,30,Yes,Yes,Medical Leave,Suburban,College,1672466400
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c8c60240-80c7-4afe-8360-94cce3d74a9e,no_churn,0.30197203,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,20,No,Yes,Unemployed,Suburban,College,1672466400
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f9027219-1d4f-4cc7-a135-c98fabb11ac4,churn,0.2006168,1,churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Female,29,No,No,Employed,Urban,High School or Below,1672466400
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7922fc61-0b29-4e16-b17c-ed5d5c7af8da,no_churn,0.11848857,0,no_churn,0.0717016346505443,-0.0192808465223788,-0.0652025607233008,-0.179436210339845,-0.0597805329844231,0.0541843429437994,-0.0408900502087271,-0.0303219285589329,Female,50,No,No,Employed,Suburban,College,1672466400
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,777a214b-8f30-4cd4-89c4-0825dd632ede,no_churn,0.130727,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Male,39,No,No,Disabled,Suburban,High School or Below,1672466400
63,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,7b182198-a1a1-4db6-a2e8-b193af4e98a4,no_churn,0.013979129,0,no_churn,-0.0145077177732127,-0.0024202221829909,-0.0030500497964567,-0.0069757340720843,-0.0019836758458041,-0.212513817681411,-0.0113534702052493,-0.0162214630638663,Male,36,No,No,Retired,Rural,Bachelor,1672466400
17,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,82aef296-3a08-4dc1-9d9f-9e8c20e22d47,no_churn,0.2023763,0,no_churn,0.0344681612534895,-0.103572956703338,-0.0305035452864649,-0.0091562526757843,-0.0839200801840434,0.0760685703211765,-0.0361947840270386,-0.0512152638324005,Female,71,No,Yes,Employed,Suburban,College,1672466400
6,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,59550895-9310-48fc-9edb-d74fc212e404,no_churn,0.009861303,0,no_churn,-0.0123328150731322,-0.0046824205278244,-0.0127650077158523,-0.0475219957829176,-0.0267008385476401,-0.114783886668774,-0.0226474635678368,-0.020925057530103,Female,33,No,No,Unemployed,Suburban,Bachelor,1672466400
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,02380425-f5e0-4106-995d-7896ad3bf2a2,churn,0.74443954,1,churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Female,58,Yes,Yes,Employed,Suburban,Bachelor,1672466400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,df7d2bfc-1100-4ae9-a623-de22629a15cf,no_churn,0.44320202,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,25,Yes,No,Unemployed,Suburban,Master,1672466400
10,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,98dd6c8d-95e4-45f6-a564-6dd53ae28038,churn,0.3860802,1,churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Female,58,Yes,No,Employed,Urban,Doctor,1672466400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e4239d6b-2618-4cd6-9dcb-3c3423c70ce8,churn,0.6226632,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,23,No,No,Employed,Suburban,College,1672466400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3011b529-8277-4255-af97-c45150383312,churn,0.55992097,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,23,No,Yes,Employed,Urban,High School or Below,1672466400
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4896abbc-5336-48e1-90cf-42a9c813c558,no_churn,0.19193366,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,45,Yes,Yes,Employed,Suburban,College,1672466400
46,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,4465176e-cb61-4dee-9274-515accfe165c,no_churn,0.006816965,0,no_churn,-0.005213329693388,-0.000470241695184,0.0133582168254997,-0.0062983046912268,0.0184056237781896,-0.0423941926402767,-0.0081242338154515,-0.004260825161009,Male,41,No,No,Employed,Suburban,Bachelor,1672466400
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,a92f12fd-cc1b-4bf2-93f8-cce54246f744,no_churn,0.00594837,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Male,26,No,Yes,Unemployed,Suburban,College,1672466400
49,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,542e28ec-83ee-48a9-a387-cc1cbd6991e5,no_churn,0.012651506,0,no_churn,-0.0446571228332049,-0.0031147232654802,0.0146332718815756,-0.0256990271852009,-0.0469341998717391,-0.134538699842597,-0.0140362788641868,-0.0146793733723825,Female,23,Yes,No,Retired,Suburban,College,1672466400
47,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,974a2b29-35e0-48f9-a95e-4f7c7caf6e80,no_churn,0.0069150444999999,0,no_churn,-0.0270832334435544,-0.0049372510081775,0.0123312894674745,-0.0248233572680874,0.0177265420488765,-0.19771377160987,-0.0175633218379516,-0.0269630481469721,Female,56,No,Yes,Medical Leave,Suburban,High School or Below,1672466400
38,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,3382d6ee-1347-4903-ae85-3edf96133d31,churn,0.02884603,0,no_churn,0.122676926731901,0.0017302152816773,0.0457815621268218,0.0128271567525189,0.0633038545518957,0.0421857475079559,-0.003763540931277,-0.0352283834874924,Female,78,No,No,Unemployed,Suburban,High School or Below,1672466400
18,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7001340b-5ba6-4eda-adbd-e8cbc14ba9b9,churn,0.34486097,1,churn,-0.153803417409886,0.0385248720804156,0.0093179986855057,-0.0536145310896927,-0.0190979069973764,0.0453282160831122,-0.0227562104159278,-0.039591837935568,Male,45,Yes,Yes,Employed,Suburban,College,1672466400
62,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,18283dbb-71a5-4f13-b533-119c2e98ad22,no_churn,0.013429171,0,no_churn,-0.0619006120288941,-0.0019861034659152,-0.0016771212790445,0.0012749590699968,-0.0201922569394992,-0.0734565480733908,-0.0406280803740446,-0.0504603883210438,Male,57,Yes,Yes,Employed,Suburban,Bachelor,1672466400
46,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c9ff803c-0490-4324-8bb7-3db02d97a664,no_churn,0.10129962,0,no_churn,-0.110422403310422,-0.0065106183565512,0.0005542346892798,-0.0183617284775755,0.0321327840896992,-0.001387742220304,-0.0303192426984969,-0.0347114347138813,Male,28,No,No,Employed,Urban,High School or Below,1672466400
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c93beed6-eb3b-4778-baac-c6e145c9e785,churn,0.21846598,1,churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,28,Yes,Yes,Unemployed,Suburban,Bachelor,1672466400
7,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,9dce4607-607e-4424-b656-d85e15e92025,no_churn,0.031140737,0,no_churn,0.203779314591757,-0.0032544658724236,0.0462930358112043,0.114179991803539,0.103818910485661,-0.0936617764220409,-0.0068285006989481,-0.0148050332135517,Male,44,Yes,Yes,Employed,Suburban,College,1672466400
41,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,7535bdea-de18-401a-9e9f-79027df8aace,no_churn,0.0072873663,0,no_churn,-0.0085277345221311,-0.0040388735900705,-0.0041975370456566,-0.024619328217559,-0.0123252685417901,-0.184454256615427,-0.0120641615299973,-0.0187989902390836,Male,80,Yes,No,Employed,Suburban,College,1672466400
19,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,37d9038d-a587-440d-8b04-3662f5ef9e43,no_churn,0.05664626,0,no_churn,-0.0545953124062089,-0.0136417785102958,-0.0205809457295299,-0.057760848902235,-0.0732309931077043,0.0271133521709634,-0.0375822477900328,-0.0387473772334851,Female,51,No,Yes,Unemployed,Suburban,High School or Below,1672466400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2b6d8a9e-98f1-4a02-b15f-6e104e68a22e,churn,0.3189905,1,churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,30,No,Yes,Employed,Suburban,College,1672466400
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f1ce23b-7b7d-4a72-b627-83c9dc164d58,no_churn,0.100623086,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,31,No,No,Employed,Urban,Doctor,1672466400
3,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d32eaa57-1e25-4b32-a180-16d8872f72d9,no_churn,0.3488628,0,no_churn,0.261437811975807,0.0817347384792265,0.0465664512689363,0.082774970403052,0.0692458130563682,0.130023507717497,-0.018543565949958,-0.0049325328728082,Male,68,Yes,No,Employed,Suburban,High School or Below,1672466400
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5c9affc8-4c56-4d25-a7f6-e42b160ccdd3,no_churn,0.7026725,0,no_churn,0.192318513309401,0.022556109572597,-0.0028015330353809,-0.0865476140991995,-0.036244771754591,0.106384585918458,-0.0439636377764418,-0.0370353174486626,Female,29,No,Yes,Employed,Suburban,College,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,173b1dd1-818c-4420-96f7-02124ebe33d0,churn,0.56161225,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,40,No,Yes,Employed,Suburban,High School or Below,1672466400
2,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,aa889b62-8207-4105-9b5c-b31ba11fcd71,churn,0.4589886,1,churn,0.104645721635188,-0.0083058418455584,-0.0201628864512349,-0.088874697084193,-0.0468476858687608,0.0829323964433933,-0.0491734718568659,-0.0723277048785894,Female,63,Yes,No,Employed,Suburban,Bachelor,1672466400
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c49d38ab-daac-4655-b291-9f29238b15e3,churn,0.6250383,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,59,Yes,No,Unemployed,Urban,Bachelor,1672466400
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a9adfebb-ed65-4d5d-95ed-31a27b7ca153,churn,0.46158838,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,40,Yes,No,Medical Leave,Rural,High School or Below,1672466400
62,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,feba0087-a4bb-4d2f-8541-81810625940f,no_churn,0.0063165882999999,0,no_churn,-0.0686664254838615,-0.0036229622542123,-0.0129538032775235,-0.0173026833435505,0.0038042462139128,-0.117554494943306,-0.0247363540265359,-0.0279936764581907,Female,43,No,Yes,Unemployed,Suburban,High School or Below,1672466400
43,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,55e2681d-6f06-43c3-993e-612024462bf3,no_churn,0.10225696,0,no_churn,-0.0439718145577262,-0.0047824791671519,-0.0164347731400721,-0.0384383620066182,-0.0128683808444748,-0.0873044052082696,-0.0239105964340888,-0.0413153406445508,Female,30,Yes,Yes,Employed,Urban,Bachelor,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,646cd05b-90dc-478f-97f9-cd7c147de1ac,churn,0.63555676,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,55,No,Yes,Unemployed,Suburban,Bachelor,1672466400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,22f9b5dc-6d78-42c7-b594-e250ce118bad,churn,0.72243255,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,73,No,Yes,Unemployed,Suburban,Master,1672466400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,458f287f-62d6-4e77-b954-9cdd8aef3e92,no_churn,0.31449354,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,63,No,No,Employed,Suburban,College,1672466400
7,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,58ae7b6e-6735-4536-b892-c5b05588c361,no_churn,0.07763214,0,no_churn,0.0171001953629092,-0.003463709834923,-0.0122073375663694,-0.0756065593576386,0.0156974891786558,-0.0889163345313772,-0.0315698822322065,-0.0382266802183403,Male,79,No,No,Employed,Urban,College,1672466400
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,38fbca53-e575-484c-b627-20b8a47bda0f,no_churn,0.3216037,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,34,Yes,No,Disabled,Urban,High School or Below,1672466400
19,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,bef8257e-8204-47d9-a3f5-4731a020b817,no_churn,0.07615606,0,no_churn,-0.0161188498307183,-0.0055865687469668,-0.0299400347555638,-0.0444429083937939,0.0033902281139762,-0.0943329960345636,-0.0402353726309593,-0.0417596515397508,Female,50,No,No,Employed,Rural,High School or Below,1672466400
46,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3ab83171-f7df-4c9e-bda9-acff02ce49fa,no_churn,0.14206514,0,no_churn,-0.191237625459467,0.0160249370177461,0.0021732781210812,-0.0017968451254182,0.0343596572151818,0.0205442081505361,-0.0336932686230056,-0.0454004918199007,Female,66,No,No,Disabled,Suburban,College,1672466400
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cd2bd62a-dbbc-4005-a768-8157babe870e,no_churn,0.22427039,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Male,49,No,Yes,Unemployed,Suburban,Doctor,1672466400
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,40149f39-9bce-439d-afe7-0856f67d8b2f,no_churn,0.027145471,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,49,No,No,Unemployed,Rural,High School or Below,1672466400
58,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,85caf884-0ee6-4424-aff4-71846aeade1d,no_churn,0.01466916,0,no_churn,-0.04924393080144,-0.0030202741166067,-0.0014856497061191,-0.031408150958814,0.0088722996472279,-0.107569954788014,-0.0344826307755465,-0.050687860946,Female,71,No,Yes,Unemployed,Suburban,College,1672466400
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,20d8ae5c-075b-4b16-950e-094f212fcb79,no_churn,0.0018766222,0,no_churn,-0.0885462924281546,-0.0038519305010595,-0.0007920068514704,-0.0275886871904094,0.0030778035408002,-0.108255916200947,-0.0167070705667265,-0.0263620522360906,Female,70,No,No,Unemployed,Urban,Bachelor,1672466400
41,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2dee2959-2533-46eb-94f3-a9e2f8c71a13,no_churn,0.010507895,0,no_churn,-0.0285046298164706,-0.005767688437827,-0.0153279887547978,-0.0511718165484853,0.0127826425294915,-0.119789273439783,-0.0227019355362426,-0.0385454629293417,Male,61,No,Yes,Disabled,Rural,College,1672466400
23,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,c87e3b66-5012-4831-b2fb-4cc49a1bc9dd,no_churn,0.021716584,0,no_churn,-0.0641593938792721,-0.0061813829436323,-0.0413585867037545,-0.0177654047530813,0.0028486085566783,-0.0737580370159321,-0.0329632356977072,-0.0356887217812527,Male,24,No,No,Employed,Suburban,College,1672466400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,dab35838-56c7-4e14-a818-4ca03bdab623,no_churn,0.055283647,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Male,60,No,No,Employed,Suburban,College,1672466400
10,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,193601f4-6568-4e98-af39-2bec7ecf2d5f,no_churn,0.27486756,0,no_churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Female,70,Yes,Yes,Unemployed,Suburban,High School or Below,1672466400
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2c516dd6-aba6-4cdf-abe0-2ed0e9c83004,no_churn,0.36592644,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,79,Yes,No,Unemployed,Suburban,Bachelor,1672466400
26,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,6ea6a61f-ccfc-4642-a98f-e048fb3d9881,no_churn,0.080045685,0,no_churn,-0.0623876613547508,-0.0044631223663236,-0.0269498946595922,-0.0255711690576754,0.0089126366254367,-0.0765350717342789,-0.0394769575259761,-0.0425549137924372,Male,79,Yes,No,Unemployed,Urban,High School or Below,1672466400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,02f38abb-075f-4342-bb9f-62dca31f3ede,no_churn,0.36934665,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,63,Yes,Yes,Disabled,Suburban,Bachelor,1672466400
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7e4ca275-ed3d-4434-9188-c63c8045ed4d,no_churn,0.091919385,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,20,Yes,No,Employed,Suburban,College,1672466400
39,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,3488b373-79d0-4f65-af31-be71790c0641,no_churn,0.089947045,0,no_churn,7.58895574654162e-05,-0.0020364746800441,0.0221538932636212,-0.0511870648074182,0.0287501531215275,-0.0567623052631643,-0.0220930013870383,-0.0379272402793139,Female,66,No,Yes,Employed,Suburban,College,1672466400
18,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,3811777b-b8ce-4b34-a5cc-a781205c3d22,no_churn,0.010065108,0,no_churn,-0.0242216838888998,-0.0060985902772154,0.0105774397573259,-0.0185451919921251,0.0077202018528714,-0.146669754613522,-0.0449797037583994,-0.0468088685986185,Male,47,No,Yes,Unemployed,Suburban,College,1672466400
28,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,43447efc-b5a3-4065-82db-0a4171ba2cd4,no_churn,0.0630471859999999,0,no_churn,-0.16802971719163,-0.0105104785577623,0.0113538259364941,-0.0545471825722142,0.0283425839350093,0.0483912397953463,-0.0508729001470419,-0.0731535225328843,Female,39,Yes,No,Medical Leave,Suburban,Bachelor,1672466400
1,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,41c3f455-2568-43e5-9850-d1eb88d5d1be,no_churn,0.01910331,0,no_churn,0.0949407359088945,-0.0056093859768589,-0.0197134674475091,-0.0469507952214735,0.0116470332214157,-0.227681386805143,-0.0304975395856126,-0.0401613473500401,Male,38,No,No,Employed,Suburban,College,1672466400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fef90ae7-bdb5-440e-afee-ab7942cd5eb5,churn,0.5494929,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,33,No,Yes,Unemployed,Suburban,High School or Below,1672466400
13,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0eef6a51-f816-4ca1-8819-6c0080b0f58d,no_churn,0.2776191,0,no_churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Male,71,No,No,Employed,Suburban,High School or Below,1672466400
54,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c68f5684-eb61-4cb6-8c2e-b4e0e9e9024d,no_churn,0.23453352,0,no_churn,-0.176573114722992,-0.0123138843005108,-0.026297465971229,0.006416076760006,-0.0129061579399513,0.0364387956411337,-0.0373230880742585,-0.0444673117320053,Female,77,Yes,Yes,Unemployed,Suburban,Bachelor,1672466400
8,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,31937804-34ae-4651-af1c-85cc6ecb7bda,no_churn,0.094952695,0,no_churn,0.0204132362074597,-0.0061766518538388,-0.0130399575868068,-0.0491480760438025,0.0146964868537361,-0.153462283052058,-0.0331055251016732,-0.0375367150154397,Male,30,No,Yes,Employed,Suburban,High School or Below,1672466400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,547cf346-2fdd-4b21-919a-1ea010c03f67,no_churn,0.35193402,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,73,No,Yes,Employed,Suburban,Bachelor,1672466400
3,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f807e2d1-2979-42f6-986b-2bbce8d9cc30,no_churn,0.15921727,0,no_churn,0.0246445300697905,-0.0121225430177401,-0.0722477899680052,-0.130914722006801,-0.0406005407203701,0.0630674454084874,-0.0408941077330564,-0.0549584229052652,Male,31,No,No,Employed,Suburban,High School or Below,1672466400
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7fd996a6-8ec0-4841-8c6e-f86133d5cbdc,no_churn,0.106636025,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,27,No,Yes,Unemployed,Suburban,High School or Below,1672466400
72,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,52e189a9-7758-4735-bd9a-06bed929df9b,no_churn,0.0052433438,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Male,78,Yes,No,Unemployed,Rural,Bachelor,1672466400
43,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,0d62f65d-c043-4b98-9305-7d063ff51c66,no_churn,0.013237825,0,no_churn,-0.0395358550586388,-0.0038659245530107,-0.0175162191235722,-0.038749567350751,0.0118607447470822,-0.112609299409487,-0.0239610806744894,-0.0446489519748138,Male,31,Yes,Yes,Medical Leave,Urban,High School or Below,1672466400
67,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,9be8001e-2b3e-4d6f-a6bf-75029db1a388,no_churn,0.0069091856,0,no_churn,-0.0475961344080678,-0.002844778080871,-0.0098410435118239,-0.0208398097297686,0.0019637219121796,-0.13210853188757,-0.0274357161993066,-0.0303238603202953,Male,20,Yes,Yes,Employed,Suburban,College,1672466400
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e6484e9-2a8c-4ceb-9094-fbdfdf4c71dc,churn,0.5236933,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,75,No,Yes,Unemployed,Suburban,High School or Below,1672466400
59,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,768c6d9d-5a3d-488b-b262-f225ac89bcd3,no_churn,0.06040851,0,no_churn,0.0404022508672642,-0.001039888162013,0.0236062055895126,0.0263738980411835,0.106311250461076,-0.201720501582486,0.153773632508255,0.0753622427048139,Male,41,Yes,Yes,Employed,Suburban,Bachelor,1672466400
47,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,0ff62eec-d8b8-4108-abc7-c5c1c622cda8,no_churn,0.31892562,0,no_churn,0.0943755093557047,-0.0012701047251175,0.0325735517697648,0.0670508071444055,0.127160126783456,-0.0578287096851909,0.113771094698259,0.105141581309763,Male,59,Yes,No,Employed,Suburban,Bachelor,1672466400
51,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,31accf64-1a58-44aa-ad7a-a0ed15d27bd7,no_churn,0.1933421,0,no_churn,0.0350917908913652,-0.0047813092445176,0.0662272933297572,0.0490480281621421,0.10368601850847,-0.0849316753717084,0.12951180769548,0.0771219015000497,Male,75,No,Yes,Unemployed,Rural,High School or Below,1672466400
60,Yes,No,Low Speed,Web_Chat_Support,One year,<80hrs,Active,ad7f6c81-5667-4743-b30f-8b48f6d3c0c3,churn,0.25147408,1,churn,0.0024338859195495,-0.0028809514824024,-0.0171412789460646,0.0516688358630881,0.101457667285849,-0.073334651728046,0.108606948574343,0.0768300648989861,Female,45,No,No,Retired,Suburban,College,1672466400
46,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,3dd6477e-151b-4bd7-85ab-fdf11f686609,churn,0.21743388,1,churn,-0.0261539231779897,-0.0023181904412194,-0.0492455898571097,0.0367342170113261,0.0752486216877878,-0.0892406511538865,0.0606633809169216,0.0767859856163704,Female,24,No,No,Employed,Suburban,College,1672466400
59,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,17c3648d-5556-4c11-82c2-aa6985724258,no_churn,0.26126677,1,churn,-0.0213903992917403,0.0007357212987881,0.0862345069900948,0.0965936991263152,0.13824624229359,0.0753440642025543,0.103384180099674,0.0998258504810473,Male,24,No,No,Employed,Suburban,High School or Below,1672466400
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,82f4da0d-3f0d-42d0-9f4c-12da77911849,no_churn,0.80132437,1,churn,0.0947078401142607,-0.0028771746562779,0.0344908101403234,0.0983542228471378,0.108854926048352,0.157811618570267,0.0989386783696682,0.0918596024529324,Male,56,No,No,Unemployed,Suburban,High School or Below,1672466400
56,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,bd1a7d41-d23f-4407-adb7-8729ff417a0a,no_churn,0.17813618,0,no_churn,0.100951751776411,-0.0030844784787404,0.0707724601112749,0.0494245788636726,0.129257945768177,-0.0866588618590776,0.0382941706631481,0.0348258093842741,Male,75,No,Yes,Retired,Rural,College,1672466400
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,749f8636-8da1-4829-be8b-342508461a04,churn,0.84836537,1,churn,0.262843380183203,-0.0049010285004987,0.0222556467613139,-0.01656193567429,0.0647003280987155,0.14584357345695,0.132133842967596,0.124660042340765,Female,27,No,No,Employed,Rural,College,1672466400
33,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d86f4587-8fab-41de-9a9d-fa8e85818bc0,no_churn,0.46779582,0,no_churn,-0.0331962287942224,-0.0010196378386535,0.0962686300220593,0.0932332011332801,0.094425787307864,0.113115069573423,0.106185265786753,0.103481673902916,Female,38,Yes,Yes,Employed,Suburban,Master,1672466400
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,aea5d9be-9571-415b-bb57-cc157d072945,churn,0.70440334,1,churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Male,31,No,No,Employed,Urban,Bachelor,1672466400
48,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,64098d81-c4fc-4894-882c-8f10f41d40d9,no_churn,0.5150121,0,no_churn,-0.165475985529274,-0.0020069140812847,0.0055853314888736,-0.17572610645725,0.0487160188355119,0.0544150553243707,0.0868172706916629,0.0686491783684141,Female,43,No,Yes,Unemployed,Urban,College,1672466400
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ab93080a-b4fb-4df8-9797-b40d791e2766,no_churn,0.20809382,0,no_churn,-0.237564720332284,-0.0061456420485592,-0.0397200681422418,-0.0358959021016562,0.0333639353170838,0.0419691169615362,-0.0016266745823122,0.0065938033179827,Female,77,Yes,Yes,Unemployed,Suburban,College,1672466400
25,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9dc31731-4e33-4481-9d21-fcc0d89afc9d,churn,0.5349502,1,churn,0.0930980644359078,-0.0011076175751804,0.0239992036497915,0.0276023175083992,0.146631187478106,0.102242082751909,0.0927889296621106,0.125719685615932,Male,54,No,No,Employed,Suburban,College,1672466400
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e3f65e77-1866-4b54-99e0-3cab54e52b94,churn,0.7491943,1,churn,0.193452245135795,-0.0036775407110508,0.0421676646788091,0.067626874879752,0.0758884968309303,0.161453825413228,0.113885367929524,0.0801769235602478,Female,36,No,Yes,Unemployed,Suburban,College,1672466400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5532926d-f42c-4fb5-83c4-136e206c14a7,churn,0.7954826,1,churn,-0.0388761063459151,-0.0027863019272263,0.0544735617431069,-0.029963914688742,0.0167432547127009,0.0968816668933141,-0.0602534840395674,0.0284694603696061,Male,57,No,Yes,Employed,Suburban,Bachelor,1672466400
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e1bebd17-3613-49f6-ba69-905a0e1c7d4b,no_churn,0.48656815,0,no_churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Male,55,Yes,Yes,Employed,Urban,High School or Below,1672466400
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,8bf33367-fbd3-49f2-a60c-ee5d0e68b274,no_churn,0.2304158,0,no_churn,-0.200157209250565,-0.0019525319391141,0.0232102648924592,-0.0755062111531697,0.0128733814583392,-0.0601219610218595,0.0384367206285605,0.0461913936215387,Female,53,Yes,No,Unemployed,Urban,Bachelor,1672466400
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f91ab0d9-4b24-4cc4-b838-4df54b9cd61d,churn,0.46161276,1,churn,-0.2087968170981,-0.0038016169505681,-0.0004207340907851,0.0063383639416861,0.0407260466900515,0.0171491605972642,-0.015151596438427,0.0249310424228133,Female,70,No,No,Employed,Suburban,High School or Below,1672466400
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,258cce64-9e8f-47fe-b92d-f1391fdf0c50,no_churn,0.39240205,0,no_churn,-0.0600582135646891,-0.0015373470175836,-0.0340900576801595,0.0468749971114994,0.0116527672770462,0.0261081006653876,0.0779664094668623,0.0203667211095307,Female,67,No,Yes,Unemployed,Urban,Master,1672466400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,ec616bb7-e3b7-41b2-bdd7-de3ce2267f43,no_churn,0.13504045,0,no_churn,-0.164245214788834,-0.0023150239784445,0.0140738526118002,0.0073935672936295,0.0105054611804825,-0.161059734633946,0.0061128101496797,0.0205081302398502,Female,23,No,No,Employed,Urban,High School or Below,1672466400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,dadbf29f-3eba-4792-a872-9ed9a60c893a,churn,0.87000257,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,62,No,No,Employed,Suburban,High School or Below,1672466400
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9f01ff4d-7634-4988-8989-f6e56db4ea4b,no_churn,0.7477631,0,no_churn,0.196631844659978,-0.0009195161192019,0.0356474571459375,0.0505908163957246,0.112333981545662,0.156604473188718,0.111410100297603,0.068674697389174,Female,28,Yes,Yes,Disabled,Suburban,Bachelor,1672466400
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f567571d-0a27-45f6-b502-013de3e28f5b,churn,0.5835546,1,churn,-0.0091123975724713,-0.0046186326361748,-0.0340792318032526,-0.0062504108400025,0.0275057905866378,0.0473465781637151,-0.0054467246311287,0.027803483056814,Male,67,Yes,Yes,Employed,Urban,Master,1672466400
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1e34b0f5-2dfc-4873-805c-231c8ae61cbc,churn,0.6053118,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Female,67,No,Yes,Employed,Suburban,High School or Below,1672466400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2e751944-533a-453e-8a70-53bb78f6cf67,no_churn,0.16232735,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,69,Yes,No,Employed,Rural,Bachelor,1672466400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,dc157245-3508-4f5e-b63e-5692c7c65c03,no_churn,0.064635426,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,36,Yes,No,Unemployed,Suburban,High School or Below,1672466400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,28266af4-8083-418f-9f86-ebc31de48ffa,no_churn,0.44824377,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,64,No,No,Unemployed,Rural,College,1672466400
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,14b25f0d-00d9-4726-ae12-df48fe2ab646,churn,0.53335756,1,churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,64,No,Yes,Employed,Rural,College,1672466400
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0aa85446-bdb7-4fec-9335-663bd41d418b,churn,0.45313606,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,76,Yes,No,Employed,Urban,Doctor,1672466400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,941568d2-0f69-46b4-956d-5f2352b0c7bd,no_churn,0.46367723,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,71,No,Yes,Employed,Suburban,Master,1672466400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,833ad06b-cad5-48cc-9778-b46b1f00c3ff,churn,0.57850796,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,40,Yes,Yes,Medical Leave,Suburban,Bachelor,1672466400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f8a0ad4-7a2f-4470-9da7-1e02ab31707a,churn,0.37090597,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Female,72,No,Yes,Unemployed,Suburban,Doctor,1672466400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,47ee07cf-860d-4d6f-ac84-4d3ebec1bc8f,no_churn,0.38618273,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,35,No,Yes,Unemployed,Suburban,High School or Below,1672466400
71,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,77cce049-2983-4eaa-93be-495238026b47,no_churn,0.0172770639999999,0,no_churn,-0.137400244945693,-0.0034822806267766,0.0066709073027959,0.024209256929671,-0.0076607165261384,-0.106321257799063,-0.0138054166233996,-0.03123639930438,Male,60,Yes,Yes,Unemployed,Urban,High School or Below,1672466400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,58532a91-bbaa-4761-9010-bb8c1785859b,churn,0.46489653,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,66,No,Yes,Employed,Suburban,College,1672466400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,052be542-bedc-4d00-b26f-47cdf4b2088a,churn,0.82082754,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,47,Yes,Yes,Employed,Urban,College,1672466400
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,148d5e0b-2dee-4278-ae61-df73f0076fca,no_churn,0.49859977,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Male,61,Yes,Yes,Unemployed,Rural,High School or Below,1672466400
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4dd07c31-a78e-4c8b-9207-85aff4b61623,no_churn,0.38013852,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,51,Yes,Yes,Employed,Suburban,Bachelor,1672466400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,07cdb7d9-7636-4a77-8fdc-4fac60f6d213,no_churn,0.31364015,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,38,No,Yes,Employed,Suburban,High School or Below,1672466400
68,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,16876817-e0ff-471f-9f3f-98927f6511fc,churn,0.16581619,1,churn,-0.0399639219314804,-0.0024931251697307,0.0433535125438447,0.0612298355848452,0.024707878918748,-0.0427534031003915,-0.0216569590689505,-0.0246047262126921,Male,78,No,No,Employed,Suburban,Bachelor,1672466400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,33bb1f99-c0a9-46f5-b04b-7b62e51ba66f,churn,0.47001606,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,56,No,Yes,Unemployed,Suburban,Bachelor,1672466400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,10c10e99-bae3-497a-a04c-3cdbbdbd14da,no_churn,0.6197867,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,44,No,No,Medical Leave,Suburban,High School or Below,1672466400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b075ed5a-1d10-4a2c-8d61-7ce025fa7db8,no_churn,0.5356362,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,44,No,No,Employed,Suburban,Bachelor,1672466400
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0ae01b93-019c-4659-aaa2-1a764073cea6,churn,0.7190886,1,churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Female,43,No,No,Medical Leave,Suburban,Bachelor,1672466400
44,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9374fc46-13c0-47ef-9f56-5647e2b7b463,no_churn,0.27984357,0,no_churn,-0.21790306037763,-0.0051135269100268,-0.0726777462827885,0.0335458000408561,0.0026359465965106,0.0343075710786797,-0.019418073874749,-0.0244030600825317,Female,23,No,Yes,Employed,Suburban,High School or Below,1672466400
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6173c046-2103-41e4-b74f-d40679ea2bb7,churn,0.5764816,1,churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,70,No,No,Employed,Suburban,College,1672466400
65,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,439960c0-fd8d-47c9-a977-45545ffedf83,no_churn,0.0914755,0,no_churn,-0.0917596790739753,-0.0027366287506083,0.0183290268951259,0.0357639206419571,0.0039132222227635,-0.196766807089416,-0.0153090164940113,-0.0137935225051842,Male,57,No,Yes,Employed,Suburban,College,1672466400
46,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,5a574487-8996-4d30-9730-fae9818f776b,no_churn,0.100774564,0,no_churn,-0.116201770867119,-0.0076270780632148,-0.0112058186826652,-0.0010508825241595,-0.0057519214321655,-0.0835034295097193,-0.0220138205316288,-0.021671429497037,Female,28,Yes,No,Employed,Urban,Bachelor,1672466400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aad6a41f-7496-4c55-84ce-09d38081cdfc,churn,0.42330977,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,36,No,No,Unemployed,Suburban,Master,1672466400
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,13ba6aba-906a-4e9f-a2da-bf27dbc841b3,churn,0.49185225,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,67,No,Yes,Employed,Suburban,College,1672466400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0e885e7-166a-4292-a4a0-7aa0f1055fdf,churn,0.40905145,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Male,47,No,No,Unemployed,Suburban,College,1672466400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b8814ba2-18f2-44f4-902f-9f20df193f65,no_churn,0.52037704,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Male,46,No,Yes,Employed,Suburban,College,1672466400
56,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cd1af4e4-3899-4ca3-b9f4-f5dc683f8978,churn,0.27915728,1,churn,0.096652479553195,-0.0004993165032283,0.0785783876937966,0.158687177652828,0.14140245140994,0.111559053359433,-0.0003910224627179,0.0249846450801487,Female,21,Yes,Yes,Employed,Suburban,High School or Below,1672466400
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dfa31074-a536-4bdd-bada-86ee9f14d495,churn,0.45313606,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,50,No,Yes,Employed,Suburban,Bachelor,1672466400
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,70b6ba45-ae84-47f4-af46-527732dc8f71,no_churn,0.2304158,0,no_churn,-0.200157209250565,-0.0019525319391141,0.0232102648924592,-0.0755062111531697,0.0128733814583392,-0.0601219610218595,0.0384367206285605,0.0461913936215387,Male,64,No,Yes,Employed,Rural,Bachelor,1672466400
47,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,02e5fc94-42de-462a-9051-b4bb7ff85c02,no_churn,0.0069150444999999,0,no_churn,-0.0270832334435544,-0.0049372510081775,0.0123312894674745,-0.0248233572680874,0.0177265420488765,-0.19771377160987,-0.0175633218379516,-0.0269630481469721,Female,36,Yes,No,Employed,Suburban,Bachelor,1672466400
28,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,d2d8171a-7af1-4224-bd44-451799c8bff5,no_churn,0.112550974,0,no_churn,0.0088751203564606,-0.0044341663896375,0.0903108354790856,-0.0490182555267529,0.152209112843157,0.0774806505246851,0.111348117258167,0.121916724546718,Male,62,Yes,Yes,Employed,Urban,High School or Below,1672466400
50,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,8c95992d-5892-4919-b4e5-1784944c4220,no_churn,0.21064237,0,no_churn,0.0342933552818612,-0.005483131179717,0.0925625688158925,0.138775937060764,0.0833146476134606,-0.0284176421784468,0.150322027749144,0.0856060979530047,Female,24,No,No,Unemployed,Suburban,Bachelor,1672466400
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fa5b8c91-d302-4433-b517-09d1fad29e4d,no_churn,0.19193366,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,41,Yes,No,Unemployed,Suburban,Bachelor,1672466400
43,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,1c8308f7-69a1-48c9-a2b8-b0c71a11a446,no_churn,0.10225696,0,no_churn,-0.0439718145577262,-0.0047824791671519,-0.0164347731400721,-0.0384383620066182,-0.0128683808444748,-0.0873044052082696,-0.0239105964340888,-0.0413153406445508,Female,47,No,No,Unemployed,Suburban,Bachelor,1672466400
46,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,efa244d8-01dc-4d68-bbc1-3765b6af7f81,no_churn,0.14206514,0,no_churn,-0.191237625459467,0.0160249370177461,0.0021732781210812,-0.0017968451254182,0.0343596572151818,0.0205442081505361,-0.0336932686230056,-0.0454004918199007,Male,20,No,No,Employed,Suburban,College,1672466400
25,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,979b27d2-3544-4acf-84e2-f6f00c00f676,churn,0.5349502,1,churn,0.0930980644359078,-0.0011076175751804,0.0239992036497915,0.0276023175083992,0.146631187478106,0.102242082751909,0.0927889296621106,0.125719685615932,Female,71,No,No,Employed,Suburban,Doctor,1672466400
45,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,c282ff5f-bd93-4b1f-9cb3-9479a1236f0e,no_churn,0.24115089,0,no_churn,-0.160410414615435,-0.0086107241437639,0.0211046373252429,-0.0598029901660447,-0.138260972298558,0.0587649219054219,0.0137528968340302,0.0544364918794963,Female,76,No,Yes,Medical Leave,Urban,High School or Below,1672466400
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,ca349dd0-5319-450e-b3c5-3363f366cd27,no_churn,0.027145471,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Male,71,No,Yes,Employed,Suburban,Bachelor,1672466400
24,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,56297d18-5eaa-4a4f-8470-a2b28120b657,no_churn,0.15030879,0,no_churn,0.0072394919782072,-0.0044067636486306,-0.002407534007325,0.0244677971604369,0.0800744449325111,-0.102114238025588,0.0872595764555171,0.0561944107750787,Male,30,No,Yes,Employed,Rural,Bachelor,1672466400
46,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,cce07373-5023-4887-bc10-8cdd5caf7c6e,no_churn,0.100774564,0,no_churn,-0.116201770867119,-0.0076270780632148,-0.0112058186826652,-0.0010508825241595,-0.0057519214321655,-0.0835034295097193,-0.0220138205316288,-0.021671429497037,Male,38,Yes,No,Unemployed,Suburban,College,1672466400
46,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,ee34fba0-5a14-4c6c-a381-a23d5296e4e5,no_churn,0.006816965,0,no_churn,-0.005213329693388,-0.000470241695184,0.0133582168254997,-0.0062983046912268,0.0184056237781896,-0.0423941926402767,-0.0081242338154515,-0.004260825161009,Female,76,Yes,No,Employed,Suburban,Bachelor,1672466400
30,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a4fa05cc-3ae8-4a9f-98c9-e4ff4e32c2dc,no_churn,0.07843452,0,no_churn,-0.0187932898879807,-0.0063334249686886,-0.020870862751135,-0.0392900832986742,-0.0017911211300634,-0.146009894888102,-0.0163098422706207,-0.0196276335796301,Male,62,No,No,Medical Leave,Suburban,Bachelor,1672466400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,531704ba-f9af-481a-8e34-ebbf9bd06033,no_churn,0.0044286093,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Female,32,No,Yes,Employed,Suburban,High School or Below,1672466400
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,82c10270-20cd-4687-b851-fc0ba34e3538,no_churn,0.100623086,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,30,Yes,Yes,Employed,Rural,College,1672466400
51,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,7df6cbb0-c47e-4497-9637-2870286f66b0,no_churn,0.023516662,0,no_churn,-0.064918066727605,-0.001325088665726,-0.0443768847954743,-0.0418489757524548,0.0553011148764744,-0.199380178091442,0.0432121187225675,0.047643141348326,Male,58,No,No,Unemployed,Rural,High School or Below,1672466400
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fa7dc37c-de1b-4b8c-a5e2-b0a4e291c697,churn,0.53335756,1,churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,41,No,No,Employed,Suburban,Bachelor,1672466400
5,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,5c6e0307-86ee-4d35-ad66-32c301a99293,churn,0.6902665,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,39,No,No,Employed,Suburban,Bachelor,1672466400
47,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,8f1cf903-56cd-4090-89bb-af1123e3d440,no_churn,0.31892562,0,no_churn,0.0943755093557047,-0.0012701047251175,0.0325735517697648,0.0670508071444055,0.127160126783456,-0.0578287096851909,0.113771094698259,0.105141581309763,Male,27,Yes,Yes,Employed,Suburban,College,1672466400
60,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,65cc53d6-d231-4f23-9997-8f453aca14e7,no_churn,0.0852864,0,no_churn,-0.0080709766409881,-0.004127324800138,-0.0237192843596812,0.0786269755698549,0.131112920187079,0.0861976261597737,0.114255974449698,0.0966979416010326,Male,45,No,No,Employed,Suburban,High School or Below,1672466400
35,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,a0edd66e-f754-4b53-8be1-209ff570f71c,churn,0.22305857,1,churn,-0.0142316516710116,-0.003270780582834,0.0615067909147364,0.126815365952607,-0.0315588226626232,0.0927064421704881,0.0038136250475145,0.0142787443499491,Female,65,No,Yes,Employed,Rural,College,1672466400
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,106b131c-b4bc-40a9-bac0-baaf3c0608fb,no_churn,0.39669392,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,47,No,No,Employed,Suburban,College,1672466400
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,26adb63f-3953-4ee7-a226-d2e07afababe,churn,0.5494929,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,70,No,No,Employed,Suburban,Master,1672466400
39,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,e9f6bb0b-bba0-4164-b7be-cb0bde9a7231,no_churn,0.089947045,0,no_churn,7.58895574654162e-05,-0.0020364746800441,0.0221538932636212,-0.0511870648074182,0.0287501531215275,-0.0567623052631643,-0.0220930013870383,-0.0379272402793139,Female,46,Yes,Yes,Employed,Suburban,Bachelor,1672466400
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2e89efc5-386b-4abe-bcd1-24860aac603d,churn,0.46158838,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,46,No,No,Unemployed,Suburban,High School or Below,1672466400
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7a50bfb1-16bf-42eb-ad72-a5747844829b,no_churn,0.7026725,0,no_churn,0.192318513309401,0.022556109572597,-0.0028015330353809,-0.0865476140991995,-0.036244771754591,0.106384585918458,-0.0439636377764418,-0.0370353174486626,Male,53,No,No,Retired,Suburban,College,1672466400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,71f354ca-e600-4b4f-a20e-070774be0c57,churn,0.57850796,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,52,No,No,Employed,Urban,High School or Below,1672466400
37,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,5d3438d3-a747-4896-a725-3327f427ec65,no_churn,0.018626152,0,no_churn,-0.0526356605480577,-0.0039756762348406,0.0018971186670387,-0.0328989705081767,-0.0323565319382578,-0.10824298485566,-0.017033557176328,-0.0237798899759946,Female,28,Yes,Yes,Unemployed,Rural,High School or Below,1672466400
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f087dec2-b27d-4b33-8307-b5665ebef135,no_churn,0.39240205,0,no_churn,-0.0600582135646891,-0.0015373470175836,-0.0340900576801595,0.0468749971114994,0.0116527672770462,0.0261081006653876,0.0779664094668623,0.0203667211095307,Male,50,No,Yes,Employed,Suburban,College,1672466400
71,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,2e3b8396-dabc-419b-9f5b-8330a93ab65a,no_churn,0.0172770639999999,0,no_churn,-0.137400244945693,-0.0034822806267766,0.0066709073027959,0.024209256929671,-0.0076607165261384,-0.106321257799063,-0.0138054166233996,-0.03123639930438,Female,43,Yes,Yes,Employed,Rural,High School or Below,1672466400
46,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,26f8f8a7-79a9-4e44-8343-60fd607006d1,no_churn,0.14206514,0,no_churn,-0.191237625459467,0.0160249370177461,0.0021732781210812,-0.0017968451254182,0.0343596572151818,0.0205442081505361,-0.0336932686230056,-0.0454004918199007,Female,33,No,Yes,Unemployed,Suburban,High School or Below,1672466400
68,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,e89d30b8-674b-4a29-8569-c65961400db9,no_churn,0.08520071,0,no_churn,0.0101935128924105,-0.0006968024232082,0.0707941086868049,0.135838626624291,0.0580524412238628,-0.0261736422251669,0.121095356993274,0.0718702554818901,Male,40,Yes,Yes,Unemployed,Rural,Bachelor,1672466400
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,598d2966-1038-4054-8008-e3db1d2b5a40,churn,0.6250383,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,28,No,Yes,Unemployed,Rural,Bachelor,1672466400
56,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a7b14933-a619-41dc-a9fb-68a5fce3b6b9,churn,0.27915728,1,churn,0.096652479553195,-0.0004993165032283,0.0785783876937966,0.158687177652828,0.14140245140994,0.111559053359433,-0.0003910224627179,0.0249846450801487,Female,49,No,Yes,Retired,Suburban,Bachelor,1672466400
26,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,75967fa2-46bb-4386-9478-75605811f1b7,no_churn,0.080045685,0,no_churn,-0.0623876613547508,-0.0044631223663236,-0.0269498946595922,-0.0255711690576754,0.0089126366254367,-0.0765350717342789,-0.0394769575259761,-0.0425549137924372,Female,20,No,Yes,Unemployed,Suburban,High School or Below,1672466400
42,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,2f51ce38-1f83-40bf-897d-fa5dca1f4209,churn,0.108944975,1,churn,0.0414992080336287,0.106311494559177,0.0392285925269243,0.0817348070896469,0.0562459718116224,0.0094446212702496,-0.0002670335467973,-0.003223805882344,Male,39,No,Yes,Employed,Suburban,College,1672466400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,10001583-d55e-4580-8e76-48ffab32ecd9,churn,0.6226632,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,47,No,No,Employed,Suburban,College,1672466400
43,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,86509f9a-9cda-4c5a-ae50-23a5e6fc17be,no_churn,0.10225696,0,no_churn,-0.0439718145577262,-0.0047824791671519,-0.0164347731400721,-0.0384383620066182,-0.0128683808444748,-0.0873044052082696,-0.0239105964340888,-0.0413153406445508,Female,42,No,Yes,Employed,Suburban,College,1672466400
12,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,49af41e6-29ff-4345-8166-fdf789f70439,churn,0.63034666,1,churn,0.139817634079718,-0.003475089824642,0.0335953624147896,0.0724162044961121,0.0472216078345627,0.131652456756801,0.175506697646561,0.0905723232429954,Female,64,Yes,No,Disabled,Suburban,High School or Below,1672466400
7,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,9870751a-0c21-4c89-99c3-f1c919a79c37,no_churn,0.031140737,0,no_churn,0.203779314591757,-0.0032544658724236,0.0462930358112043,0.114179991803539,0.103818910485661,-0.0936617764220409,-0.0068285006989481,-0.0148050332135517,Female,45,Yes,No,Employed,Suburban,Doctor,1672466400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,ac4408e9-fa05-48b3-ac2b-1a81797e1bf9,no_churn,0.055283647,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Male,65,No,No,Employed,Suburban,High School or Below,1672466400
51,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,1c13d2ac-1c39-4226-9d9e-575718cbc7ae,no_churn,0.01765398,0,no_churn,-0.0764765677972354,-0.0039438369036724,-0.0102375373183622,-0.0101444528627416,-0.105141301179483,-0.107197069248032,0.0167076118483055,0.0274070013956406,Male,26,No,No,Medical Leave,Rural,Bachelor,1672466400
31,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,560fa581-4217-414f-9f44-c6a2b4db84da,churn,0.506009,1,churn,-0.0843650053322198,-0.0040145695148021,-0.0907606476641376,0.0395155149595666,0.0374544051519114,0.0635188413142168,-0.0370634332440386,0.0224982674679085,Female,62,No,Yes,Retired,Suburban,High School or Below,1672466400
68,Yes,Yes,Medium Speed,In_Store_Support,One year,<50hrs,Active,e00f27de-97c4-44cc-8128-3ff4a024f2c3,no_churn,0.23921448,0,no_churn,-0.0610497207782373,-0.0015056132496465,0.0187436499573868,-0.0483489298658969,-0.094257226009322,-0.0657527850025144,0.029269237086537,0.046875235827606,Female,67,No,No,Employed,Suburban,High School or Below,1672466400
19,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,4e21775f-578c-43f3-b61c-f5e98ff96080,no_churn,0.07615606,0,no_churn,-0.0161188498307183,-0.0055865687469668,-0.0299400347555638,-0.0444429083937939,0.0033902281139762,-0.0943329960345636,-0.0402353726309593,-0.0417596515397508,Female,40,No,Yes,Employed,Suburban,Master,1672466400
71,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,d9233031-85aa-4a26-9a53-c69ca520e3b0,no_churn,0.0059049134,0,no_churn,-0.093952815037137,0.0015454184475129,-0.0047536096403973,-0.015008363437746,-0.0562143800760577,-0.1350958630997,0.01340134145727,0.0210521180741125,Female,79,No,Yes,Unemployed,Suburban,High School or Below,1672466400
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,79846d17-078f-408a-9214-3d469595d22f,churn,0.74443954,1,churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Male,62,Yes,No,Employed,Suburban,College,1672466400
15,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,84e2539c-1cb2-42ea-b4b9-8efb4b53580c,no_churn,0.31407678,0,no_churn,0.0500696151652846,-0.0159261285976754,-0.0840738050138679,-0.127132788575909,-0.0309424996161942,0.0778350124983626,-0.0377347557147913,-0.0589541326252401,Female,75,No,No,Employed,Suburban,College,1672466400
7,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,512bea5c-3bf9-49f3-896d-cd2be76039a9,no_churn,0.07763214,0,no_churn,0.0171001953629092,-0.003463709834923,-0.0122073375663694,-0.0756065593576386,0.0156974891786558,-0.0889163345313772,-0.0315698822322065,-0.0382266802183403,Male,58,Yes,No,Unemployed,Suburban,High School or Below,1672466400
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,58d68f9a-634e-41fe-a112-f5313895b26b,no_churn,0.00594837,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Male,39,Yes,No,Employed,Suburban,College,1672466400
15,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2a3a87ec-fe98-430d-8381-91f1f7f0303a,no_churn,0.31407678,0,no_churn,0.0500696151652846,-0.0159261285976754,-0.0840738050138679,-0.127132788575909,-0.0309424996161942,0.0778350124983626,-0.0377347557147913,-0.0589541326252401,Female,40,Yes,No,Unemployed,Suburban,High School or Below,1672466400
14,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,548876f0-af34-4d6f-8abd-adaf38a3f093,churn,0.6667659,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,24,No,No,Unemployed,Rural,Bachelor,1672466400
62,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,cb065727-e1eb-4fac-8154-64c43372ded0,no_churn,0.013429171,0,no_churn,-0.0619006120288941,-0.0019861034659152,-0.0016771212790445,0.0012749590699968,-0.0201922569394992,-0.0734565480733908,-0.0406280803740446,-0.0504603883210438,Female,78,No,No,Employed,Suburban,College,1672466400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4622185f-3502-4ba8-a350-b77cb6e99043,no_churn,0.46367723,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,27,Yes,No,Employed,Suburban,High School or Below,1672466400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3a9e98ad-77ed-466e-83ca-24e7b90297ba,no_churn,0.44824377,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,40,No,No,Unemployed,Rural,College,1672466400
58,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,1dcda81c-daca-4c68-ac78-dd069fbe3936,no_churn,0.01466916,0,no_churn,-0.04924393080144,-0.0030202741166067,-0.0014856497061191,-0.031408150958814,0.0088722996472279,-0.107569954788014,-0.0344826307755465,-0.050687860946,Female,29,Yes,No,Unemployed,Suburban,High School or Below,1672466400
25,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,753a2ab3-27ee-46f6-ad8a-9b00111c80df,churn,0.5349502,1,churn,0.0930980644359078,-0.0011076175751804,0.0239992036497915,0.0276023175083992,0.146631187478106,0.102242082751909,0.0927889296621106,0.125719685615932,Male,80,No,No,Unemployed,Suburban,College,1672466400
63,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,17e73fd7-5469-4cdb-84b3-84aa76dab198,no_churn,0.01246321,0,no_churn,-0.123463282099237,-0.0023350609306726,-0.018172755322812,-0.0136465429974668,0.0323765524764348,-0.212944843515097,0.0313487926513698,0.0378109888071048,Female,56,Yes,No,Employed,Suburban,High School or Below,1672466400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,48d20c83-78f4-4a8c-92b0-7f5611aef347,churn,0.46489653,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,46,Yes,No,Medical Leave,Suburban,College,1672466400
65,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,65724f5c-bbf2-4dde-80ac-8ab5a6ff9f52,no_churn,0.08360539,0,no_churn,0.079373101224678,-0.0003503328971964,0.102263312407881,0.113986110694086,0.0853364591775016,0.0034197279738737,-0.0006104828001662,0.0104845343825763,Female,63,No,Yes,Retired,Suburban,High School or Below,1672466400
25,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d6c07901-96db-4031-9a12-47771569c0bb,no_churn,0.14608146,0,no_churn,-0.103167973181207,-0.0070218184344594,-0.0320564706409277,-0.056655284149092,-0.0553326684925923,0.0293713129662228,-0.0239745126640082,-0.0201887365404763,Male,24,No,Yes,Employed,Rural,Bachelor,1672466400
3,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7e970588-e47c-4392-adf9-337e5a06ae4e,no_churn,0.3488628,0,no_churn,0.261437811975807,0.0817347384792265,0.0465664512689363,0.082774970403052,0.0692458130563682,0.130023507717497,-0.018543565949958,-0.0049325328728082,Female,73,No,Yes,Unemployed,Rural,High School or Below,1672466400
31,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,ff876d9e-1d15-4215-8eb1-fe8db02fc266,churn,0.506009,1,churn,-0.0843650053322198,-0.0040145695148021,-0.0907606476641376,0.0395155149595666,0.0374544051519114,0.0635188413142168,-0.0370634332440386,0.0224982674679085,Female,25,No,No,Employed,Suburban,College,1672466400
12,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,261c58af-9b87-4cd9-ae31-07638a9e0a74,no_churn,0.1792767,0,no_churn,-0.0759700776055615,-0.0138918232910145,-0.090604094760838,-0.0664963377330423,-0.134372696502705,0.0439296586668388,0.0479906591378494,0.0203885597517364,Male,62,No,Yes,Employed,Suburban,Bachelor,1672466400
62,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7915e7d5-8bb6-41e9-9037-a03fb7fe1585,no_churn,0.0063165882999999,0,no_churn,-0.0686664254838615,-0.0036229622542123,-0.0129538032775235,-0.0173026833435505,0.0038042462139128,-0.117554494943306,-0.0247363540265359,-0.0279936764581907,Female,30,No,Yes,Unemployed,Suburban,High School or Below,1672466400
39,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,96704fd1-0d5e-41fb-b99b-da15df79ee86,churn,0.1458106,1,churn,0.0680952420509766,-0.0029507038513111,-0.0584406734806179,0.0868907267044505,-0.0771999530952962,-0.0409789702284524,-0.0079630018612442,-0.030141515203777,Male,71,Yes,No,Unemployed,Urban,High School or Below,1672466400
71,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,51c1688e-d249-42a8-bede-02acfd2ecbb2,no_churn,0.0047416609999999,0,no_churn,-0.0756295140681322,-0.004983428907326,-0.0170682760374711,-0.0176932550451965,-0.0395083605315267,-0.151406998123421,0.0162116345657341,0.0210520452100627,Female,27,No,No,Employed,Urban,Bachelor,1672466400
41,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,556f5783-d78c-428e-b070-0c1b50096917,no_churn,0.0072873663,0,no_churn,-0.0085277345221311,-0.0040388735900705,-0.0041975370456566,-0.024619328217559,-0.0123252685417901,-0.184454256615427,-0.0120641615299973,-0.0187989902390836,Female,48,Yes,No,Unemployed,Suburban,High School or Below,1672466400
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d2e4abb6-0186-4409-95c0-6d15e9060b42,no_churn,0.11919651,0,no_churn,0.0861579869876459,0.14448725624834,0.0656376041278326,0.0027180200726434,-0.131170708432019,0.108779148659187,-0.0190139895748598,-0.0189547996740475,Male,25,No,Yes,Medical Leave,Suburban,Bachelor,1672466400
72,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,8a43a4fd-145d-48b7-b4a5-25c20416d495,no_churn,0.009695846,0,no_churn,-0.0928918485890608,-0.0036780901544443,0.0063006813672654,-0.0114433905958776,-0.0420356289774827,-0.128528739785588,0.0276038124044634,0.0266518620315901,Female,53,No,Yes,Employed,Suburban,College,1672466400
12,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,f4a2c760-7d48-42a4-a8a3-c317c97c565e,churn,0.63034666,1,churn,0.139817634079718,-0.003475089824642,0.0335953624147896,0.0724162044961121,0.0472216078345627,0.131652456756801,0.175506697646561,0.0905723232429954,Male,55,No,Yes,Employed,Suburban,College,1672466400
54,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,56872ec9-7bd4-43ea-a179-74974a8904b0,no_churn,0.23453352,0,no_churn,-0.176573114722992,-0.0123138843005108,-0.026297465971229,0.006416076760006,-0.0129061579399513,0.0364387956411337,-0.0373230880742585,-0.0444673117320053,Male,34,No,Yes,Medical Leave,Urban,High School or Below,1672466400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b475dac3-cfce-4d0f-bdd9-48ced77f7ce0,no_churn,0.31449354,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,52,Yes,Yes,Employed,Suburban,High School or Below,1672466400
24,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,9149ca73-550a-476d-b437-8f670f43c4b9,no_churn,0.15030879,0,no_churn,0.0072394919782072,-0.0044067636486306,-0.002407534007325,0.0244677971604369,0.0800744449325111,-0.102114238025588,0.0872595764555171,0.0561944107750787,Male,65,No,No,Disabled,Suburban,High School or Below,1672466400
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,35eb6f68-c6ac-46f5-8b5a-d9cac664dc0b,no_churn,0.19193366,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,41,No,Yes,Unemployed,Rural,College,1672466400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,650f76b5-8176-4b3e-b09f-2b4fd32e6bc4,churn,0.6226632,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,54,No,No,Unemployed,Suburban,Bachelor,1672466400
24,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,b4b8a4c0-a554-406d-8c03-d6d4f7c4ea2c,no_churn,0.15030879,0,no_churn,0.0072394919782072,-0.0044067636486306,-0.002407534007325,0.0244677971604369,0.0800744449325111,-0.102114238025588,0.0872595764555171,0.0561944107750787,Male,52,No,No,Employed,Urban,Bachelor,1672466400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c00ef7bf-90cc-4cc9-bf2d-3b11f593c7a2,no_churn,0.5356362,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,57,No,No,Employed,Suburban,High School or Below,1672466400
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,d51d2d0a-6d01-461b-bb61-f9e22b3aa0df,no_churn,0.2304158,0,no_churn,-0.200157209250565,-0.0019525319391141,0.0232102648924592,-0.0755062111531697,0.0128733814583392,-0.0601219610218595,0.0384367206285605,0.0461913936215387,Male,63,No,Yes,Medical Leave,Rural,Bachelor,1672466400
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,29bd8bef-1115-48e8-9d72-53e6abe6e004,no_churn,0.130727,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Male,44,Yes,No,Unemployed,Suburban,College,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8560e13b-6066-4461-af42-6cd20d0a5e4a,churn,0.63555676,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,46,No,Yes,Employed,Urban,High School or Below,1672466400
28,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,32bd84f4-e15e-42e8-9caa-5072c04a0169,churn,0.112550974,0,no_churn,0.0088751203564606,-0.0044341663896375,0.0903108354790856,-0.0490182555267529,0.152209112843157,0.0774806505246851,0.111348117258167,0.121916724546718,Female,27,No,Yes,Employed,Rural,College,1672466400
52,No,No phone service,High Speed,In_Store_Support,Two year,100hrs+,Active,f9180cf6-b756-420e-9dc4-f3ab5a2950ab,no_churn,0.01522885,0,no_churn,-0.0727422518837102,-0.0036542451086916,-0.0026716598880375,-0.0091368340782173,-0.084553800655517,-0.134303693309148,0.0113943498797425,0.0266419812293315,Male,65,No,No,Employed,Urban,College,1672466400
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,a6f800b6-d9d9-408d-bec4-2aeaa48ee765,no_churn,0.027145471,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,74,No,No,Unemployed,Suburban,Doctor,1672466400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,3a17e2a1-3575-47e0-b3f3-1e6e6459e453,no_churn,0.0044286093,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Female,39,Yes,No,Employed,Suburban,Bachelor,1672466400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b46ca670-bc53-4992-bd17-87c47360c5d3,churn,0.37090597,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Female,52,No,No,Unemployed,Urban,High School or Below,1672466400
51,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,41f13a3a-b427-4602-bf3d-c8e3f25d735d,no_churn,0.054296292,0,no_churn,-0.0611922889936613,-0.0124467232012102,-0.0328804416317825,-0.0136361815538475,-0.023210918728123,-0.0630409801091264,0.0560952179017886,0.0412861660271755,Male,27,Yes,No,Employed,Suburban,High School or Below,1672466400
56,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,1c93b554-f417-4a1d-8eb2-31b3ce6f737c,churn,0.26587704,1,churn,-0.0736215319572329,-0.0056271587797527,0.0238528881984893,-0.0208820448411279,-0.0643067463087572,0.0472109521156016,-0.0145346344991412,0.0388821259460928,Female,75,Yes,Yes,Unemployed,Rural,High School or Below,1672466400
46,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8afce65f-0b8f-4733-8165-765b51ed5b7d,no_churn,0.10129962,0,no_churn,-0.110422403310422,-0.0065106183565512,0.0005542346892798,-0.0183617284775755,0.0321327840896992,-0.001387742220304,-0.0303192426984969,-0.0347114347138813,Female,80,Yes,Yes,Employed,Rural,Bachelor,1672466400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,a88d58e3-6f47-4395-8201-0012f8351e77,no_churn,0.055283647,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Female,74,No,Yes,Employed,Suburban,College,1672466400
60,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,37dac904-da66-498f-b7bd-21228c0ce67d,no_churn,0.20809382,0,no_churn,-0.237564720332284,-0.0061456420485592,-0.0397200681422418,-0.0358959021016562,0.0333639353170838,0.0419691169615362,-0.0016266745823122,0.0065938033179827,Female,71,No,No,Employed,Rural,Master,1672466400
13,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,c899a4c9-2409-4644-8d6d-a949e27f7d35,no_churn,0.59180725,1,churn,0.123473227245495,0.0190005223172465,-0.0262541991800435,0.0103645023611943,0.0512171001334991,0.137450715765872,0.127119189109781,0.105055175277748,Male,52,No,No,Employed,Urban,College,1672466400
63,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,6dde850c-9310-4a3c-bd7e-e4f152e67ed2,no_churn,0.01246321,0,no_churn,-0.123463282099237,-0.0023350609306726,-0.018172755322812,-0.0136465429974668,0.0323765524764348,-0.212944843515097,0.0313487926513698,0.0378109888071048,Male,73,No,Yes,Employed,Suburban,Bachelor,1672466400
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d53d658b-821c-4486-ad08-055fd0deebb3,no_churn,0.106636025,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,22,Yes,No,Employed,Suburban,College,1672466400
41,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,f337ff90-a1c0-4165-893a-7f2bb2c3d23f,no_churn,0.0072873663,0,no_churn,-0.0085277345221311,-0.0040388735900705,-0.0041975370456566,-0.024619328217559,-0.0123252685417901,-0.184454256615427,-0.0120641615299973,-0.0187989902390836,Male,62,No,Yes,Employed,Rural,College,1672466400
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,a96531da-95f4-4321-87d8-088367107f69,no_churn,0.027145471,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Male,42,Yes,Yes,Employed,Urban,High School or Below,1672466400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6591b3f2-8cd5-485f-a43d-b3f9039b4911,no_churn,0.31364015,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Male,44,Yes,Yes,Disabled,Urban,Bachelor,1672466400
49,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,5ea93710-bf25-4124-928d-5af52643efd6,no_churn,0.012651506,0,no_churn,-0.0446571228332049,-0.0031147232654802,0.0146332718815756,-0.0256990271852009,-0.0469341998717391,-0.134538699842597,-0.0140362788641868,-0.0146793733723825,Female,30,Yes,No,Employed,Suburban,Bachelor,1672466400
72,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,403aec15-0e45-4579-9e89-1ae4241a3804,no_churn,0.005961806,0,no_churn,-0.101555706210963,-0.0012598445815274,-0.006021146919661,-0.0125208996422543,-0.0376776283653589,-0.151619039472912,0.0209496061843356,0.0206785050241614,Male,39,Yes,Yes,Unemployed,Suburban,High School or Below,1672466400
58,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,7ca1ea42-79a9-4a8f-aeb7-00128693e99e,no_churn,0.12735184,0,no_churn,-0.207794002981768,-0.0066576686570442,0.0149075493832333,0.0449150889293196,-0.0501772781048885,0.0268321195006456,-0.0151259050581757,-0.0259260553031799,Female,43,No,Yes,Unemployed,Suburban,Bachelor,1672466400
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d3d0cf7-8ab8-4c6f-a320-10df958377be,no_churn,0.30197203,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,67,No,No,Employed,Suburban,High School or Below,1672466400
61,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,e7dc992e-eccd-4cb0-ab29-4a72160012af,no_churn,0.014718472,0,no_churn,-0.086016827690637,-0.0040395524830091,-0.0003228796004077,-0.0711074165804257,-0.0379898305479764,-0.119451014197975,0.0295123113815088,0.0203890569711393,Male,61,Yes,No,Employed,Suburban,College,1672466400
52,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,b0ca7f96-fa4f-4280-b666-4b8d3193d167,no_churn,0.0114510469999999,0,no_churn,-0.0933481062909595,-0.0035423710987015,-0.001339735804604,-0.0312778525045905,-0.0479391264190417,-0.142426368075194,0.0232640890409129,0.0275833184279326,Female,72,No,No,Employed,Suburban,College,1672466400
41,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,d03446ab-aa2b-4eff-afcf-62e77e99c3a7,no_churn,0.010507895,0,no_churn,-0.0285046298164706,-0.005767688437827,-0.0153279887547978,-0.0511718165484853,0.0127826425294915,-0.119789273439783,-0.0227019355362426,-0.0385454629293417,Female,30,No,No,Retired,Suburban,Bachelor,1672466400
18,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,65e06918-cd93-40b3-80d0-fe0ee98de5a4,churn,0.34486097,1,churn,-0.153803417409886,0.0385248720804156,0.0093179986855057,-0.0536145310896927,-0.0190979069973764,0.0453282160831122,-0.0227562104159278,-0.039591837935568,Male,70,No,Yes,Employed,Suburban,Bachelor,1672466400
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,83b22fe1-bee2-4c0f-b2c8-e1f1c30d2bad,churn,0.5236933,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,68,Yes,No,Employed,Suburban,High School or Below,1672466400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c7c6ad9e-cd63-4331-a3c8-672b7b385c29,no_churn,0.16232735,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Female,33,No,No,Medical Leave,Suburban,College,1672466400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2a357276-7c3c-4949-9506-625e45b93cb9,no_churn,0.38618273,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,52,No,Yes,Unemployed,Suburban,College,1672466400
24,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,357dff38-53b3-43c0-9533-856be144af6a,no_churn,0.15030879,0,no_churn,0.0072394919782072,-0.0044067636486306,-0.002407534007325,0.0244677971604369,0.0800744449325111,-0.102114238025588,0.0872595764555171,0.0561944107750787,Female,41,Yes,Yes,Employed,Rural,College,1672466400
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,73b2f9c6-59b3-414f-ac39-181d061e77d1,no_churn,0.49859977,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Male,47,No,No,Unemployed,Suburban,College,1672466400
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,ce04b1fc-2bc9-4e92-b93f-b528cb36d30d,no_churn,0.0056397524,0,no_churn,-0.099811563927733,-0.0030889051065787,-0.0023205942145705,-0.0301911646202734,-0.0370275358077469,-0.135272178380574,0.0164675211568192,0.0222182675229714,Female,33,No,Yes,Employed,Urban,College,1672466400
56,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,8f37925b-88e3-490f-ad06-199b04f7b8c6,no_churn,0.17813618,0,no_churn,0.100951751776411,-0.0030844784787404,0.0707724601112749,0.0494245788636726,0.129257945768177,-0.0866588618590776,0.0382941706631481,0.0348258093842741,Female,39,Yes,Yes,Unemployed,Suburban,Bachelor,1672466400
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7955d63b-c606-47db-97c1-a4f56df909f2,no_churn,0.130727,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Male,63,No,No,Employed,Suburban,High School or Below,1672466400
39,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,c35a7b09-b576-44d2-aea1-389fda0867a5,no_churn,0.04929419,0,no_churn,0.0464964915326436,0.0957126454768604,0.0396734073525931,-0.0283450404978975,0.0425864725605515,-0.185419893624894,0.0081245000099488,-0.0078547323242537,Male,37,Yes,No,Unemployed,Suburban,Bachelor,1672466400
56,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,2d4daa4c-2cad-4ae7-8d93-5f34e8de9179,no_churn,0.17813618,0,no_churn,0.100951751776411,-0.0030844784787404,0.0707724601112749,0.0494245788636726,0.129257945768177,-0.0866588618590776,0.0382941706631481,0.0348258093842741,Female,73,Yes,Yes,Disabled,Urban,College,1672466400
56,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5aa98c6c-2fb7-4539-bb1b-3254cdd58ec8,churn,0.27915728,1,churn,0.096652479553195,-0.0004993165032283,0.0785783876937966,0.158687177652828,0.14140245140994,0.111559053359433,-0.0003910224627179,0.0249846450801487,Male,75,No,No,Unemployed,Rural,Bachelor,1672466400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,b80e15b8-d3d9-4331-b952-8a842ed72b5a,no_churn,0.052666727,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,25,No,No,Employed,Urban,High School or Below,1672466400
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,34436923-3600-4d7e-b8a9-8fe032dc7786,churn,0.6250383,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,22,Yes,Yes,Employed,Rural,College,1672466400
61,Yes,No,Medium Speed,Phone_Support,Two year,<50hrs,Active,49bb53bc-10a1-422c-8c1a-86de34beef08,no_churn,0.008652976,0,no_churn,-0.0513243303440867,-0.0013421627564821,-0.0012477247237438,0.0018894795581582,0.0620299684057681,-0.196071708910767,0.0451770569553627,0.0518632718157277,Male,56,No,No,Unemployed,Urban,Master,1672466400
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,17ad916b-d8bc-4dc2-a8f2-2c1eb003ef4a,no_churn,0.091919385,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,54,No,Yes,Employed,Suburban,Master,1672466400
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,6cda9487-523d-40bd-b5f4-9e97a412919d,no_churn,0.027145471,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Male,74,No,Yes,Employed,Rural,Bachelor,1672466400
54,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,95bf6d06-e0fb-4db8-84f4-c458b99f0c18,no_churn,0.23453352,0,no_churn,-0.176573114722992,-0.0123138843005108,-0.026297465971229,0.006416076760006,-0.0129061579399513,0.0364387956411337,-0.0373230880742585,-0.0444673117320053,Male,33,No,Yes,Unemployed,Suburban,High School or Below,1672466400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,323b0e1b-73b4-45ef-b569-163af17973b0,no_churn,0.13504045,0,no_churn,-0.164245214788834,-0.0023150239784445,0.0140738526118002,0.0073935672936295,0.0105054611804825,-0.161059734633946,0.0061128101496797,0.0205081302398502,Female,76,No,No,Employed,Suburban,High School or Below,1672466400
53,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,77e025d5-4919-4e02-863d-9e56a88ff2a1,no_churn,0.032383002,0,no_churn,0.0601651579717872,0.0011567521555116,0.0421887003052142,0.0556271755554553,0.151196268129497,-0.111901868055829,0.0930708716940353,0.0934231753037602,Male,42,No,Yes,Employed,Rural,College,1672466400
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9b9d1316-0420-4c28-bf2c-91638d0457d9,churn,0.21846598,1,churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Male,34,No,No,Unemployed,Rural,College,1672466400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ee13bf68-ade3-405b-8dcb-600522601001,no_churn,0.31364015,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Male,67,No,Yes,Employed,Rural,High School or Below,1672466400
59,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,cdea1bd1-e00c-49b8-8fe7-bd8f644ac816,no_churn,0.019990794,0,no_churn,-0.0549862521054819,-0.0039044315157843,-0.0041181065072851,-0.0323153068519968,-0.0275640814220241,-0.10933016896528,-0.0161361138523534,-0.0173383579928486,Female,73,No,Yes,Employed,Suburban,College,1672466400
71,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,ff2900fa-6cf2-41b9-a4e5-dcac9e055eb0,no_churn,0.0047416609999999,0,no_churn,-0.0756295140681322,-0.004983428907326,-0.0170682760374711,-0.0176932550451965,-0.0395083605315267,-0.151406998123421,0.0162116345657341,0.0210520452100627,Female,61,No,No,Employed,Rural,College,1672466400
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,095b2a3c-65e6-4c26-800b-69c0d62808f2,no_churn,0.027145471,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Female,69,No,No,Employed,Suburban,College,1672466400
52,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,70080a31-459f-46d0-9aef-bfc41a8e9979,no_churn,0.011663291,0,no_churn,-0.0390949967765664,-0.003927902755804,-0.0097113355977671,-0.0227359261718811,0.017331767573014,-0.13132282699431,-0.024078233457767,-0.049653365615959,Male,63,Yes,No,Unemployed,Suburban,High School or Below,1672466400
18,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,77f83c22-3bc4-4828-9852-fd5bf272b2e6,churn,0.34486097,1,churn,-0.153803417409886,0.0385248720804156,0.0093179986855057,-0.0536145310896927,-0.0190979069973764,0.0453282160831122,-0.0227562104159278,-0.039591837935568,Male,21,No,No,Unemployed,Suburban,Bachelor,1672466400
54,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1f5c3b01-d22a-43d2-b8f0-7dc3852160fa,no_churn,0.23453352,0,no_churn,-0.176573114722992,-0.0123138843005108,-0.026297465971229,0.006416076760006,-0.0129061579399513,0.0364387956411337,-0.0373230880742585,-0.0444673117320053,Male,46,No,No,Employed,Suburban,College,1672466400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0b89c53e-d076-4ed2-8886-824bce74e609,churn,0.87000257,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,59,Yes,No,Unemployed,Suburban,Bachelor,1672466400
46,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,98308452-dbe8-4f4c-934f-9943ed290bed,no_churn,0.10129962,0,no_churn,-0.110422403310422,-0.0065106183565512,0.0005542346892798,-0.0183617284775755,0.0321327840896992,-0.001387742220304,-0.0303192426984969,-0.0347114347138813,Female,48,No,No,Employed,Urban,Bachelor,1672466400
11,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,18ffb8c6-e8a7-4e09-a31a-dd75d1f93f21,no_churn,0.26866978,0,no_churn,0.0174319575880872,-0.0037602563285872,-0.103401818131101,0.0313366746647489,0.102166216722708,0.0903108342206724,-0.0864216176623267,0.0083237647282658,Male,34,No,No,Employed,Urban,Bachelor,1672466400
56,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,31e053ba-ca51-4246-89cd-7a28a2918ef2,churn,0.26587704,1,churn,-0.0736215319572329,-0.0056271587797527,0.0238528881984893,-0.0208820448411279,-0.0643067463087572,0.0472109521156016,-0.0145346344991412,0.0388821259460928,Female,72,No,Yes,Unemployed,Rural,Master,1672466400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c9170caf-e1bb-4080-ae17-7bb98d2e4653,churn,0.46489653,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,23,No,Yes,Employed,Suburban,High School or Below,1672466400
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,03b58f32-77ba-4f50-b178-feda218aec83,no_churn,0.22427039,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Female,67,No,Yes,Unemployed,Suburban,Bachelor,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8ee55310-40d6-4533-9c10-ec1fe22c7ef5,churn,0.63555676,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,48,No,Yes,Employed,Urban,College,1672466400
23,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,447ab9fe-f14b-4d93-9713-c779c31d1172,no_churn,0.021716584,0,no_churn,-0.0641593938792721,-0.0061813829436323,-0.0413585867037545,-0.0177654047530813,0.0028486085566783,-0.0737580370159321,-0.0329632356977072,-0.0356887217812527,Female,27,No,Yes,Unemployed,Suburban,Bachelor,1672466400
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f354e8b-5d1f-40c2-bd68-844f6627608c,no_churn,0.31449354,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,55,No,No,Unemployed,Rural,High School or Below,1672466400
25,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,52c1d791-93b9-4f5c-9807-9270868e5313,churn,0.5349502,1,churn,0.0930980644359078,-0.0011076175751804,0.0239992036497915,0.0276023175083992,0.146631187478106,0.102242082751909,0.0927889296621106,0.125719685615932,Male,63,No,Yes,Retired,Urban,College,1672466400
60,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,4e6626ef-5b00-45dd-a3d8-112c7f598138,no_churn,0.007335403,0,no_churn,-0.0561285779140234,-0.0039680920775572,-0.0102306318351293,-0.0270645601545402,-0.0052444435887809,-0.110848204789327,-0.0293850799806568,-0.0261565619024804,Female,58,No,No,Employed,Suburban,High School or Below,1672466400
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,92a76aad-55db-4452-b2b0-759c6990f92e,churn,0.46161276,1,churn,-0.2087968170981,-0.0038016169505681,-0.0004207340907851,0.0063383639416861,0.0407260466900515,0.0171491605972642,-0.015151596438427,0.0249310424228133,Female,25,No,Yes,Retired,Suburban,High School or Below,1672466400
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,c4aaa39f-1c78-432d-a7cf-7637b25dd8ca,no_churn,0.00594837,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Male,56,Yes,No,Unemployed,Suburban,Bachelor,1672466400
33,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,63656bf5-e2e8-47db-8c4a-3f657c4a33d4,no_churn,0.46779582,0,no_churn,-0.0331962287942224,-0.0010196378386535,0.0962686300220593,0.0932332011332801,0.094425787307864,0.113115069573423,0.106185265786753,0.103481673902916,Male,54,No,Yes,Employed,Suburban,High School or Below,1672466400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7bc6c9cb-5050-428f-893d-16d19c6724f5,no_churn,0.44320202,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,42,Yes,No,Employed,Urban,High School or Below,1672466400
58,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,bd4c5dff-333f-438c-b773-a64269228192,no_churn,0.12735184,0,no_churn,-0.207794002981768,-0.0066576686570442,0.0149075493832333,0.0449150889293196,-0.0501772781048885,0.0268321195006456,-0.0151259050581757,-0.0259260553031799,Female,48,No,Yes,Unemployed,Rural,Bachelor,1672466400
36,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,ade91dd8-77c0-4173-8948-1be395242029,no_churn,0.028398512,0,no_churn,0.0085515109729749,-0.0013030040866215,0.0231422079319872,-0.0445904009903551,0.0450049465243864,-0.113698296467073,-0.0242468382597144,-0.0418862746571903,Male,44,No,No,Employed,Suburban,College,1672466400
43,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e4d56e9f-1043-4517-9bcc-593af1f0dd0b,no_churn,0.10225696,0,no_churn,-0.0439718145577262,-0.0047824791671519,-0.0164347731400721,-0.0384383620066182,-0.0128683808444748,-0.0873044052082696,-0.0239105964340888,-0.0413153406445508,Female,26,No,No,Medical Leave,Urban,Bachelor,1672466400
68,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,75d582f3-abb3-4b3c-9bb6-12c4e96eee1c,churn,0.16581619,1,churn,-0.0399639219314804,-0.0024931251697307,0.0433535125438447,0.0612298355848452,0.024707878918748,-0.0427534031003915,-0.0216569590689505,-0.0246047262126921,Female,79,No,Yes,Employed,Urban,High School or Below,1672466400
56,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,eaf687f4-b587-4385-8dd3-44c4919e2a87,no_churn,0.17813618,0,no_churn,0.100951751776411,-0.0030844784787404,0.0707724601112749,0.0494245788636726,0.129257945768177,-0.0866588618590776,0.0382941706631481,0.0348258093842741,Male,64,No,No,Employed,Rural,Bachelor,1672466400
59,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,3a1bf357-8c74-4124-b9bd-01deba868046,churn,0.26126677,1,churn,-0.0213903992917403,0.0007357212987881,0.0862345069900948,0.0965936991263152,0.13824624229359,0.0753440642025543,0.103384180099674,0.0998258504810473,Male,31,Yes,No,Unemployed,Suburban,Master,1672466400
19,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c050e8af-0a41-4132-96f5-b869b8b5692f,no_churn,0.07615606,0,no_churn,-0.0161188498307183,-0.0055865687469668,-0.0299400347555638,-0.0444429083937939,0.0033902281139762,-0.0943329960345636,-0.0402353726309593,-0.0417596515397508,Male,33,No,No,Employed,Suburban,College,1672466400
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b1a57c83-29b2-47d3-ba83-0ae9fa3cb188,no_churn,0.11919651,0,no_churn,0.0861579869876459,0.14448725624834,0.0656376041278326,0.0027180200726434,-0.131170708432019,0.108779148659187,-0.0190139895748598,-0.0189547996740475,Female,22,Yes,No,Retired,Suburban,Bachelor,1672466400
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,efaa1e02-55af-4001-a381-215c204c4767,no_churn,0.091919385,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,30,No,No,Employed,Suburban,Bachelor,1672466400
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a58acafe-894f-4091-8b04-df0811647159,churn,0.46158838,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,22,No,Yes,Employed,Urban,Bachelor,1672466400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a7c58b4a-3a27-438a-b432-3a067d57ac5d,churn,0.7954826,1,churn,-0.0388761063459151,-0.0027863019272263,0.0544735617431069,-0.029963914688742,0.0167432547127009,0.0968816668933141,-0.0602534840395674,0.0284694603696061,Female,41,No,No,Employed,Suburban,High School or Below,1672466400
41,Yes,No,Fiber optic,In_Store_Support,Two year,100hrs+,Active,ff3345cf-7699-44a8-aa2f-3941f85a42e4,no_churn,0.06114521,0,no_churn,-0.0280816826802583,-0.0035129941195191,-0.0147342709953591,0.0582026963858879,-0.029937985426659,-0.199765393160269,0.01087208075538,0.0079313964158427,Female,57,No,No,Unemployed,Suburban,Doctor,1672466400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,48423c6f-d530-47f5-bd33-07f8dad49e21,no_churn,0.055283647,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Female,73,No,Yes,Employed,Urban,Bachelor,1672466400
47,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,8200b84b-0ebb-4138-b6b1-df4f1edca193,no_churn,0.0069150444999999,0,no_churn,-0.0270832334435544,-0.0049372510081775,0.0123312894674745,-0.0248233572680874,0.0177265420488765,-0.19771377160987,-0.0175633218379516,-0.0269630481469721,Female,22,No,Yes,Employed,Suburban,Bachelor,1672466400
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,995af78b-725e-454d-8125-c1e9468543d3,no_churn,0.091919385,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,21,No,Yes,Unemployed,Suburban,High School or Below,1672466400
53,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,0be844df-e74f-40aa-b7fb-c13e36dd3f0b,churn,0.032383002,0,no_churn,0.0601651579717872,0.0011567521555116,0.0421887003052142,0.0556271755554553,0.151196268129497,-0.111901868055829,0.0930708716940353,0.0934231753037602,Female,26,No,No,Employed,Suburban,High School or Below,1672466400
46,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5bcd94f6-e968-432f-ab53-6befa7270e05,no_churn,0.14206514,0,no_churn,-0.191237625459467,0.0160249370177461,0.0021732781210812,-0.0017968451254182,0.0343596572151818,0.0205442081505361,-0.0336932686230056,-0.0454004918199007,Female,28,No,No,Employed,Rural,Bachelor,1672466400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,347f69f6-1c88-4fd2-a5d0-b131698cf122,no_churn,0.52037704,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Male,20,No,Yes,Employed,Rural,College,1672466400
53,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,1c9e87bd-1a3b-418e-99fa-75aeed58c349,no_churn,0.032383002,0,no_churn,0.0601651579717872,0.0011567521555116,0.0421887003052142,0.0556271755554553,0.151196268129497,-0.111901868055829,0.0930708716940353,0.0934231753037602,Female,62,No,No,Unemployed,Suburban,High School or Below,1672466400
8,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,b87af1c6-57f8-4980-9aad-d80f8171bd93,no_churn,0.094952695,0,no_churn,0.0204132362074597,-0.0061766518538388,-0.0130399575868068,-0.0491480760438025,0.0146964868537361,-0.153462283052058,-0.0331055251016732,-0.0375367150154397,Male,42,Yes,No,Unemployed,Suburban,Bachelor,1672466400
45,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,4f7910c3-7ffb-45c4-855a-5310af5965a8,no_churn,0.17017119,0,no_churn,-0.217905714687677,-0.0047501697636107,-0.0778708455454943,0.0291597116604862,0.0063885994810334,0.0346143895285604,-0.021114889839373,-0.0175472306777737,Female,74,No,Yes,Employed,Suburban,High School or Below,1672466400
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,928af5c1-1424-4db1-ac08-0d199b1140de,churn,0.45313606,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,40,No,No,Unemployed,Urban,High School or Below,1672466400
37,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,b5e70adb-ed2d-400b-8b14-211d55cd2b7f,no_churn,0.018626152,0,no_churn,-0.0526356605480577,-0.0039756762348406,0.0018971186670387,-0.0328989705081767,-0.0323565319382578,-0.10824298485566,-0.017033557176328,-0.0237798899759946,Male,57,No,Yes,Employed,Suburban,Bachelor,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7992c3b4-183e-42b2-9bc1-02581b0abce7,no_churn,0.5201315,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,40,Yes,Yes,Unemployed,Suburban,College,1672466400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d651e9b-17e9-46ff-90c3-ecbfd22786c7,no_churn,0.52037704,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Male,56,No,No,Employed,Suburban,High School or Below,1672466400
33,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b9790183-ab7e-4bf5-a776-4585b1ab250b,no_churn,0.39240205,0,no_churn,-0.0600582135646891,-0.0015373470175836,-0.0340900576801595,0.0468749971114994,0.0116527672770462,0.0261081006653876,0.0779664094668623,0.0203667211095307,Female,80,No,No,Unemployed,Suburban,College,1672466400
32,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,c51fba45-9611-4ea2-bee2-3aae2de1d47b,no_churn,0.03706329,0,no_churn,-0.02380822122881,-0.0051733912199415,-0.0281671872487186,-0.0588535764887819,-0.02776510953463,-0.0868905705181896,-0.0179742674175759,-0.0203938290911082,Male,27,No,Yes,Employed,Suburban,High School or Below,1672466400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a42876d9-2ab3-41b6-87f4-81f549bf7a38,churn,0.57850796,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,76,Yes,Yes,Unemployed,Suburban,College,1672466400
5,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,04012d20-245c-45ad-819f-d6405e6ba939,churn,0.6902665,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,41,No,Yes,Employed,Suburban,Master,1672466400
71,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,7da7d4d1-00bc-4140-95b3-1b7001d323fe,no_churn,0.0172770639999999,0,no_churn,-0.137400244945693,-0.0034822806267766,0.0066709073027959,0.024209256929671,-0.0076607165261384,-0.106321257799063,-0.0138054166233996,-0.03123639930438,Male,36,No,No,Employed,Suburban,Bachelor,1672466400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4862db90-c533-4898-ad5e-2e453309c878,churn,0.55992097,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,23,No,Yes,Employed,Suburban,High School or Below,1672466400
69,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,8e9ead37-de09-4815-ad05-b4698dd2afe8,no_churn,0.00594837,0,no_churn,-0.0419324423834132,-0.002800786110547,-0.0059202351551994,-0.0272147171014012,-0.0243343808608642,-0.106225200612698,-0.0167224005536991,-0.0438759902460151,Female,34,Yes,No,Employed,Suburban,Bachelor,1672466400
70,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,285fc83f-a7e0-41a1-82f6-8774280833cb,no_churn,0.017690128,0,no_churn,-0.0729337586849214,-0.0025530448273639,0.0038237670600119,-0.0369814670363575,-0.0318205746339026,-0.140205395761031,-0.0125396193282813,0.0241839398604452,Male,48,No,Yes,Employed,Suburban,Bachelor,1672466400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29511531-19bd-4dbc-a39c-773cbbd724f6,churn,0.57850796,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,64,No,No,Employed,Suburban,Bachelor,1672466400
6,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,2b4384cf-9d6e-4f01-a8ab-82e2fff8d41e,no_churn,0.009861303,0,no_churn,-0.0123328150731322,-0.0046824205278244,-0.0127650077158523,-0.0475219957829176,-0.0267008385476401,-0.114783886668774,-0.0226474635678368,-0.020925057530103,Female,66,Yes,Yes,Employed,Urban,High School or Below,1672466400
64,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,12dd12f9-db59-4190-949e-958dbe6545c8,churn,0.09351649,1,churn,0.0311762019749221,0.0011587034366311,0.0241130380977574,0.0153086739283389,0.0382483839831093,-0.0766560325136924,-0.0053447741963464,-0.0230422472338705,Male,22,No,No,Employed,Rural,Doctor,1672466400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3830144e-6563-4455-bdc6-96111d305eb1,churn,0.40905145,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Female,77,No,Yes,Medical Leave,Urban,Master,1672466400
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e1bc64e7-b1be-48db-9162-d35f4467a937,no_churn,0.0018766222,0,no_churn,-0.0885462924281546,-0.0038519305010595,-0.0007920068514704,-0.0275886871904094,0.0030778035408002,-0.108255916200947,-0.0167070705667265,-0.0263620522360906,Male,57,No,No,Employed,Suburban,College,1672466400
19,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c5c01931-6c51-4a9a-bc47-9d20b56a15f2,no_churn,0.07615606,0,no_churn,-0.0161188498307183,-0.0055865687469668,-0.0299400347555638,-0.0444429083937939,0.0033902281139762,-0.0943329960345636,-0.0402353726309593,-0.0417596515397508,Female,46,No,No,Employed,Suburban,Master,1672466400
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5dc57347-4299-4614-b0aa-cc4cec3c6964,churn,0.74443954,1,churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Female,69,No,No,Unemployed,Suburban,High School or Below,1672466400
71,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,753c9a57-ca4f-4698-a8e4-1c040e7226fc,churn,0.015889382,0,no_churn,-0.0516169331623314,-0.0007500910956878,0.0312196392191071,0.0233068163577081,-0.0269661223629191,-0.16575087700181,0.054052301783995,0.0474791161932444,Male,33,No,No,Unemployed,Rural,College,1672466400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f88b1b63-bb1f-43f7-a780-ead3e8cd229e,churn,0.46489653,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,74,No,No,Employed,Suburban,Bachelor,1672466400
43,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,71aa1061-547c-4b59-b1fd-6dda3bd96886,no_churn,0.060194112,0,no_churn,-0.0534691459285659,-0.0039171619639637,-0.0353658052643731,0.033810541761768,-0.0264461764161387,-0.0996531927025626,-0.0295871938270829,-0.0343980190298316,Male,79,Yes,Yes,Employed,Suburban,Master,1672466400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c5e161c-e043-4949-ab4c-1f49ea50bf5b,no_churn,0.44824377,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,48,Yes,Yes,Retired,Suburban,College,1672466400
12,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,2e67fe91-a8c9-470e-90c2-8600e7823bbf,no_churn,0.060293898,0,no_churn,0.0113984246661857,-0.0053004744256031,-0.0300384182437665,-0.016062614373277,-0.0342661882342054,-0.0977767617536574,-0.0297755100084396,-0.0315379430421671,Female,48,Yes,Yes,Employed,Urban,College,1672466400
37,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,556f18a4-2374-46b8-b92d-5edaae2ccfbc,no_churn,0.018626152,0,no_churn,-0.0526356605480577,-0.0039756762348406,0.0018971186670387,-0.0328989705081767,-0.0323565319382578,-0.10824298485566,-0.017033557176328,-0.0237798899759946,Male,36,Yes,No,Employed,Rural,Master,1672466400
23,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,0e9bd542-99f9-420d-b21e-2677829cc2cb,no_churn,0.021716584,0,no_churn,-0.0641593938792721,-0.0061813829436323,-0.0413585867037545,-0.0177654047530813,0.0028486085566783,-0.0737580370159321,-0.0329632356977072,-0.0356887217812527,Female,40,Yes,No,Employed,Rural,High School or Below,1672466400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,481c545d-8b9c-4798-9eaf-9ebcf4cd4b76,churn,0.40905145,1,churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Female,21,No,No,Medical Leave,Suburban,College,1672466400
41,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,47c4e78f-b1ad-49e5-88a7-730ffc1bd12e,no_churn,0.010507895,0,no_churn,-0.0285046298164706,-0.005767688437827,-0.0153279887547978,-0.0511718165484853,0.0127826425294915,-0.119789273439783,-0.0227019355362426,-0.0385454629293417,Female,67,Yes,No,Employed,Rural,High School or Below,1672466400
10,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b6037c38-a289-4b55-a915-a09b45e672c8,no_churn,0.25936955,0,no_churn,-0.0629121946883333,0.0707824617278038,0.0258273043847339,-0.0864297645411761,0.0178447357725599,0.0760013974548428,-0.0609905726843089,-0.0491495176711578,Male,51,No,No,Unemployed,Suburban,High School or Below,1672466400
55,Yes,No,Low Speed,Phone_Support,One year,<80hrs,Active,8c889737-ab4a-4b11-b9f0-2fd5be7f56d4,no_churn,0.16604285,0,no_churn,-0.0013370004807029,-0.0045219118290333,-0.0425761995978609,0.0371833562393703,0.0980958442097289,-0.0783934097344445,0.114071473212334,0.0784517013521872,Female,36,No,Yes,Employed,Urban,College,1672466400
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,3ac734ae-5002-48a3-bcc8-8aba598a50f0,no_churn,0.0018766222,0,no_churn,-0.0885462924281546,-0.0038519305010595,-0.0007920068514704,-0.0275886871904094,0.0030778035408002,-0.108255916200947,-0.0167070705667265,-0.0263620522360906,Male,45,No,No,Employed,Suburban,College,1672466400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,94cd3ede-9e2d-48d4-82bd-2816e4b96a93,no_churn,0.38618273,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,72,No,Yes,Employed,Urban,Master,1672466400
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,6ea6906f-5c9a-49c1-8463-f197ea78c315,no_churn,0.0018766222,0,no_churn,-0.0885462924281546,-0.0038519305010595,-0.0007920068514704,-0.0275886871904094,0.0030778035408002,-0.108255916200947,-0.0167070705667265,-0.0263620522360906,Male,29,No,No,Unemployed,Suburban,Bachelor,1672466400
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3852a5e2-c04b-4b6c-8ccd-fbcb52a78fd6,churn,0.53335756,1,churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,55,No,Yes,Employed,Suburban,Bachelor,1672466400
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,752d9607-8d27-4949-b90f-c27932ee0784,no_churn,0.49859977,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Female,50,No,No,Employed,Urban,High School or Below,1672466400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,aed9cc14-caa4-4bf6-b309-b556d81ee363,no_churn,0.0044286093,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Male,38,Yes,Yes,Unemployed,Suburban,College,1672466400
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,26aeb20c-06df-4900-a1b0-f2c441bc2c3c,churn,0.46158838,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,55,No,Yes,Unemployed,Urban,College,1672466400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,61cd6282-915b-4994-b186-6bb636c53d26,no_churn,0.35193402,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,34,No,No,Employed,Suburban,Master,1672466400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,51a37ac0-a71d-40d2-8e39-01889fc6e4a2,churn,0.37090597,1,churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Female,51,Yes,Yes,Employed,Urban,Master,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,05009d53-a309-43b6-9abe-88ee954b644b,churn,0.56161225,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,50,No,No,Disabled,Suburban,College,1672466400
48,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,1f1ba50c-d90f-41a5-aaac-fb2fcd142334,no_churn,0.5150121,0,no_churn,-0.165475985529274,-0.0020069140812847,0.0055853314888736,-0.17572610645725,0.0487160188355119,0.0544150553243707,0.0868172706916629,0.0686491783684141,Male,68,No,Yes,Employed,Suburban,Bachelor,1672466400
49,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,9ce66935-7464-4907-aa51-834529c46e52,no_churn,0.012651506,0,no_churn,-0.0446571228332049,-0.0031147232654802,0.0146332718815756,-0.0256990271852009,-0.0469341998717391,-0.134538699842597,-0.0140362788641868,-0.0146793733723825,Female,27,Yes,No,Disabled,Suburban,College,1672466400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,658ce818-7622-4f1f-8f60-7ec0d6e86df6,no_churn,0.16232735,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,64,No,No,Employed,Suburban,Master,1672466400
24,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,182a2203-1f61-416f-ab62-211872cea82e,no_churn,0.15030879,0,no_churn,0.0072394919782072,-0.0044067636486306,-0.002407534007325,0.0244677971604369,0.0800744449325111,-0.102114238025588,0.0872595764555171,0.0561944107750787,Male,50,No,No,Unemployed,Suburban,Bachelor,1672466400
43,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,69c3cf40-91b6-48b3-851d-760172055d3f,no_churn,0.10225696,0,no_churn,-0.0439718145577262,-0.0047824791671519,-0.0164347731400721,-0.0384383620066182,-0.0128683808444748,-0.0873044052082696,-0.0239105964340888,-0.0413153406445508,Male,67,No,No,Employed,Suburban,High School or Below,1672466400
51,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,39919f90-a92d-4015-8c2d-3a2ab6d620cd,no_churn,0.1933421,0,no_churn,0.0350917908913652,-0.0047813092445176,0.0662272933297572,0.0490480281621421,0.10368601850847,-0.0849316753717084,0.12951180769548,0.0771219015000497,Female,67,No,No,Unemployed,Rural,College,1672466400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ddc5392-a73c-418e-8b19-c27c159a88c1,no_churn,0.46367723,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,45,Yes,Yes,Unemployed,Rural,Master,1672466400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9a4b363c-1cd5-4bb4-bfdc-7675e9948cc0,no_churn,0.46367723,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,52,Yes,No,Unemployed,Suburban,Bachelor,1672466400
59,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,b3ff0600-25ff-4efd-9f1c-912fba7a8732,no_churn,0.06040851,0,no_churn,0.0404022508672642,-0.001039888162013,0.0236062055895126,0.0263738980411835,0.106311250461076,-0.201720501582486,0.153773632508255,0.0753622427048139,Female,42,No,No,Employed,Suburban,Bachelor,1672466400
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb3a290c-b98c-4568-a0ca-28325240162a,churn,0.5764816,1,churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,59,No,Yes,Employed,Suburban,Bachelor,1672466400
2,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,df2616d7-918e-4c0d-991f-4a5ca78d3a5d,churn,0.84836537,1,churn,0.262843380183203,-0.0049010285004987,0.0222556467613139,-0.01656193567429,0.0647003280987155,0.14584357345695,0.132133842967596,0.124660042340765,Female,39,No,No,Employed,Urban,College,1672466400
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a18139fc-375a-417f-be0c-de6135ab8c60,no_churn,0.48656815,0,no_churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Female,73,No,Yes,Retired,Urban,College,1672466400
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,83cbb6e8-fd77-4d99-a8d1-78927ad04925,no_churn,0.19193366,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,56,No,Yes,Disabled,Suburban,Bachelor,1672466400
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,90f35de6-285f-4ef7-a077-258550a608f7,churn,0.63555676,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,72,Yes,Yes,Employed,Suburban,Bachelor,1672466400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,527aa0e6-7418-4989-9ce0-f1682fcc2827,churn,0.3189905,1,churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,59,No,Yes,Unemployed,Urban,High School or Below,1672466400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb505fde-7cb7-49a4-b82c-e55646cd3a4c,churn,0.82082754,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,38,No,No,Employed,Suburban,College,1672466400
32,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,0a3fc44c-27f4-4d2e-95f7-4881864a5c5c,no_churn,0.03706329,0,no_churn,-0.02380822122881,-0.0051733912199415,-0.0281671872487186,-0.0588535764887819,-0.02776510953463,-0.0868905705181896,-0.0179742674175759,-0.0203938290911082,Male,66,No,No,Employed,Suburban,Master,1672466400
18,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2143e90e-fc67-4ac8-a68b-989ea32203cf,churn,0.34486097,1,churn,-0.153803417409886,0.0385248720804156,0.0093179986855057,-0.0536145310896927,-0.0190979069973764,0.0453282160831122,-0.0227562104159278,-0.039591837935568,Male,38,No,No,Employed,Urban,High School or Below,1672466400
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,42bb2a10-dde8-4ac7-87be-327d0cb5d16e,churn,0.46161276,1,churn,-0.2087968170981,-0.0038016169505681,-0.0004207340907851,0.0063383639416861,0.0407260466900515,0.0171491605972642,-0.015151596438427,0.0249310424228133,Male,37,Yes,Yes,Employed,Suburban,College,1672466400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,782039c4-0d82-482e-89c2-52b786afffe8,churn,0.82082754,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,74,Yes,Yes,Employed,Suburban,Bachelor,1672466400
51,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,1c855c6e-f5d1-40ba-a290-2c9c8a5ba616,churn,0.023516662,0,no_churn,-0.064918066727605,-0.001325088665726,-0.0443768847954743,-0.0418489757524548,0.0553011148764744,-0.199380178091442,0.0432121187225675,0.047643141348326,Female,56,No,No,Unemployed,Suburban,College,1672466400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ec05d8f-51a5-44bd-bb2f-a6d790450229,churn,0.46489653,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,34,No,No,Employed,Urban,High School or Below,1672466400
10,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,54174ee8-131e-4a06-b2b6-0ed406cc3162,no_churn,0.25936955,0,no_churn,-0.0629121946883333,0.0707824617278038,0.0258273043847339,-0.0864297645411761,0.0178447357725599,0.0760013974548428,-0.0609905726843089,-0.0491495176711578,Female,31,No,Yes,Employed,Rural,College,1672466400
51,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,f7443380-651e-489c-86f0-50b2cda09eda,no_churn,0.01765398,0,no_churn,-0.0764765677972354,-0.0039438369036724,-0.0102375373183622,-0.0101444528627416,-0.105141301179483,-0.107197069248032,0.0167076118483055,0.0274070013956406,Female,37,No,No,Unemployed,Rural,College,1672466400
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ffcc165f-6c74-469a-ac94-2d32ac92b706,churn,0.46161276,1,churn,-0.2087968170981,-0.0038016169505681,-0.0004207340907851,0.0063383639416861,0.0407260466900515,0.0171491605972642,-0.015151596438427,0.0249310424228133,Female,35,No,No,Employed,Suburban,High School or Below,1672466400
17,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,dda81909-3f81-4278-964a-fbc7a7837262,no_churn,0.0569409,0,no_churn,-4.91529399369028e-06,-0.0036396408315522,-0.0215651112154773,-0.0449619996657202,0.0010411066924643,-0.129864029567252,-0.0263046030832083,-0.0437269591907534,Male,77,Yes,No,Employed,Urban,Bachelor,1672466400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a7b6d857-b125-49e2-93a5-d8124354bd24,churn,0.7954826,1,churn,-0.0388761063459151,-0.0027863019272263,0.0544735617431069,-0.029963914688742,0.0167432547127009,0.0968816668933141,-0.0602534840395674,0.0284694603696061,Male,58,Yes,Yes,Employed,Suburban,College,1672466400
46,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1681426d-f98a-4b6d-b736-a0aac1c16520,no_churn,0.10129962,0,no_churn,-0.110422403310422,-0.0065106183565512,0.0005542346892798,-0.0183617284775755,0.0321327840896992,-0.001387742220304,-0.0303192426984969,-0.0347114347138813,Male,51,Yes,Yes,Unemployed,Rural,College,1672466400
10,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,da947fc3-23e2-42d3-87b7-6f4cc25ba9e3,no_churn,0.25936955,0,no_churn,-0.0629121946883333,0.0707824617278038,0.0258273043847339,-0.0864297645411761,0.0178447357725599,0.0760013974548428,-0.0609905726843089,-0.0491495176711578,Male,20,No,No,Employed,Suburban,High School or Below,1672466400
68,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,60542bf1-ae2c-4991-9dd8-909b3c3b352b,churn,0.16581619,1,churn,-0.0399639219314804,-0.0024931251697307,0.0433535125438447,0.0612298355848452,0.024707878918748,-0.0427534031003915,-0.0216569590689505,-0.0246047262126921,Male,21,No,Yes,Unemployed,Urban,Bachelor,1672466400
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,ca3c846a-fbd3-4859-b9fc-ce54daee612b,no_churn,0.055283647,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Female,60,No,Yes,Disabled,Urban,College,1672466400
53,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,124779f9-d4f8-4be2-b53d-5f466a81b472,no_churn,0.032383002,0,no_churn,0.0601651579717872,0.0011567521555116,0.0421887003052142,0.0556271755554553,0.151196268129497,-0.111901868055829,0.0930708716940353,0.0934231753037602,Male,33,No,No,Employed,Rural,College,1672466400
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0f8ac7e-bf58-4ee7-95f3-17476a37d7e2,churn,0.5236933,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,32,No,No,Unemployed,Suburban,Doctor,1672466400
49,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,683df972-83be-42f1-83c6-a3cce44a05a7,no_churn,0.012651506,0,no_churn,-0.0446571228332049,-0.0031147232654802,0.0146332718815756,-0.0256990271852009,-0.0469341998717391,-0.134538699842597,-0.0140362788641868,-0.0146793733723825,Male,49,No,No,Employed,Suburban,Bachelor,1672466400
7,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,5354c9a6-52ee-4955-8192-f350cecf23cd,no_churn,0.031140737,0,no_churn,0.203779314591757,-0.0032544658724236,0.0462930358112043,0.114179991803539,0.103818910485661,-0.0936617764220409,-0.0068285006989481,-0.0148050332135517,Female,78,No,Yes,Employed,Urban,College,1672466400
55,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,363e20fb-2384-40d7-b82b-a62fde071649,no_churn,0.20980899,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,79,Yes,Yes,Employed,Rural,College,1672466400
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e24a5240-a459-41d6-9078-cc425d577a30,churn,0.7491943,1,churn,0.193452245135795,-0.0036775407110508,0.0421676646788091,0.067626874879752,0.0758884968309303,0.161453825413228,0.113885367929524,0.0801769235602478,Male,23,No,Yes,Unemployed,Urban,Master,1672466400
8,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,65c0727b-e5b0-49d1-a486-d63f54ca10b6,no_churn,0.094952695,0,no_churn,0.0204132362074597,-0.0061766518538388,-0.0130399575868068,-0.0491480760438025,0.0146964868537361,-0.153462283052058,-0.0331055251016732,-0.0375367150154397,Female,32,No,Yes,Employed,Suburban,College,1672466400
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4f892e66-e265-4f0e-9d17-7cd97f088bcd,no_churn,0.100623086,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Male,78,No,No,Employed,Suburban,Bachelor,1672466400
10,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d714614a-2f2f-4d00-928e-5cabca3a3605,churn,0.3860802,1,churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Female,64,Yes,No,Employed,Urban,Bachelor,1672466400
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb7ba567-b3a3-40f1-92e8-41f5298bdb95,no_churn,0.36592644,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,61,No,No,Disabled,Rural,High School or Below,1672466400
59,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,c56627d6-f4bb-4568-ab69-b818ab77275d,no_churn,0.06040851,0,no_churn,0.0404022508672642,-0.001039888162013,0.0236062055895126,0.0263738980411835,0.106311250461076,-0.201720501582486,0.153773632508255,0.0753622427048139,Male,47,No,No,Unemployed,Rural,Bachelor,1672466400
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5a1d3fd-3071-4cc8-b45f-e1d99bf09cee,churn,0.5236933,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,71,No,No,Employed,Suburban,Doctor,1672466400
68,Yes,Yes,Medium Speed,In_Store_Support,One year,<50hrs,Active,71c0e8d5-8843-496e-857f-7d53d892069b,no_churn,0.23921448,0,no_churn,-0.0610497207782373,-0.0015056132496465,0.0187436499573868,-0.0483489298658969,-0.094257226009322,-0.0657527850025144,0.029269237086537,0.046875235827606,Female,62,No,Yes,Employed,Suburban,College,1672466400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d2d6b66a-afc5-40a4-9524-362e40f0fe5a,churn,0.46489653,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,59,Yes,No,Unemployed,Suburban,Bachelor,1672466400
67,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,b0ee0ea3-49fd-4e97-b3cc-ceeeab0021d1,no_churn,0.07163571,0,no_churn,-0.06409844091193,0.0018489715828809,-0.0076189307482536,-0.0204630169543133,-0.0300461901381322,-0.121574472944044,-0.0132491818155176,-0.0138248905080445,Female,40,Yes,Yes,Employed,Suburban,High School or Below,1672466400
41,Yes,No,Fiber optic,In_Store_Support,Two year,100hrs+,Active,fc1f5278-9dc2-4cad-9ece-211c1aae45b0,no_churn,0.06114521,0,no_churn,-0.0280816826802583,-0.0035129941195191,-0.0147342709953591,0.0582026963858879,-0.029937985426659,-0.199765393160269,0.01087208075538,0.0079313964158427,Female,44,Yes,No,Employed,Suburban,Bachelor,1672466400
15,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,46754415-0f31-494a-a31b-4aa89fd0e7c2,no_churn,0.80132437,1,churn,0.0947078401142607,-0.0028771746562779,0.0344908101403234,0.0983542228471378,0.108854926048352,0.157811618570267,0.0989386783696682,0.0918596024529324,Female,27,No,Yes,Employed,Suburban,High School or Below,1672466400
67,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,4e41b3bb-eb16-4440-8cbb-1a3ebdef624c,no_churn,0.0069091856,0,no_churn,-0.0475961344080678,-0.002844778080871,-0.0098410435118239,-0.0208398097297686,0.0019637219121796,-0.13210853188757,-0.0274357161993066,-0.0303238603202953,Female,73,No,No,Employed,Suburban,Doctor,1672466400
26,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,0a335e32-9b4a-4fdf-9615-27afbe3a6c49,no_churn,0.080045685,0,no_churn,-0.0623876613547508,-0.0044631223663236,-0.0269498946595922,-0.0255711690576754,0.0089126366254367,-0.0765350717342789,-0.0394769575259761,-0.0425549137924372,Male,30,Yes,Yes,Employed,Suburban,High School or Below,1672466400
13,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,05399ed7-693a-4a3d-a08b-19928ee847ee,no_churn,0.59180725,1,churn,0.123473227245495,0.0190005223172465,-0.0262541991800435,0.0103645023611943,0.0512171001334991,0.137450715765872,0.127119189109781,0.105055175277748,Male,25,No,Yes,Employed,Suburban,High School or Below,1672466400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,30046b37-70a2-4627-b6b0-2ea29ccf08b3,no_churn,0.018813962,0,no_churn,-0.154691147032399,-0.0026886559554441,0.0028509802818643,0.0279152638700725,-0.0308579151316644,-0.150720264553274,0.0158083398436883,0.0233572469992395,Male,24,No,No,Unemployed,Rural,High School or Below,1672466400
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,23f60cfa-1f94-4058-97d2-13659150d556,churn,0.49185225,1,churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,76,No,No,Unemployed,Urban,Bachelor,1672466400
10,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,262ee64d-ac4c-49a7-b5e0-84214bd5a36d,churn,0.3860802,1,churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Male,42,No,No,Unemployed,Rural,College,1672466400
56,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a4e5a7ab-e85d-40d4-860b-ca09ff2a270b,churn,0.27915728,1,churn,0.096652479553195,-0.0004993165032283,0.0785783876937966,0.158687177652828,0.14140245140994,0.111559053359433,-0.0003910224627179,0.0249846450801487,Female,53,No,No,Disabled,Rural,High School or Below,1672466400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,726f4a34-f62d-4c65-a505-d98816211665,no_churn,0.13504045,0,no_churn,-0.164245214788834,-0.0023150239784445,0.0140738526118002,0.0073935672936295,0.0105054611804825,-0.161059734633946,0.0061128101496797,0.0205081302398502,Male,43,No,No,Employed,Urban,Bachelor,1672466400
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bea2a898-c636-45be-925c-7f3ffaa11a97,no_churn,0.31364015,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,55,No,Yes,Employed,Suburban,College,1672466400
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,83a7fe01-8188-46ed-8027-dfbc4973199f,churn,0.70440334,1,churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Male,20,No,No,Employed,Rural,College,1672466400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,917b041c-cbaf-46d7-b6fd-7c53c466843d,churn,0.47001606,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,76,No,Yes,Employed,Urban,College,1672466400
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8e2e54f5-538a-40a5-a9e7-64756c75a64b,no_churn,0.7477631,0,no_churn,0.196631844659978,-0.0009195161192019,0.0356474571459375,0.0505908163957246,0.112333981545662,0.156604473188718,0.111410100297603,0.068674697389174,Female,78,No,No,Employed,Suburban,High School or Below,1672466400
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1581843a-12d3-4a68-951c-a6434ac8ac9b,no_churn,0.130727,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Male,67,No,Yes,Employed,Rural,College,1672466400
35,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,a1230503-11eb-47c9-94a7-80c60198c868,no_churn,0.027145471,0,no_churn,-0.0421663314149191,-0.0054001057816822,-0.0144853715733006,-0.116817407003018,0.0127650500860272,-0.0546860774345532,-0.0146188741994501,-0.0336170358170966,Male,31,No,No,Unemployed,Rural,Bachelor,1672466400
28,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,9236a9e5-c490-4316-ab52-e283a9b32ca8,no_churn,0.112550974,0,no_churn,0.0088751203564606,-0.0044341663896375,0.0903108354790856,-0.0490182555267529,0.152209112843157,0.0774806505246851,0.111348117258167,0.121916724546718,Male,25,No,Yes,Employed,Suburban,Bachelor,1672466400
11,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,4ce5446a-2c1b-46d7-b8b3-2a2acf8eb431,no_churn,0.26866978,0,no_churn,0.0174319575880872,-0.0037602563285872,-0.103401818131101,0.0313366746647489,0.102166216722708,0.0903108342206724,-0.0864216176623267,0.0083237647282658,Male,20,Yes,Yes,Disabled,Suburban,Bachelor,1672466400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,00491af9-9847-4c00-a162-c36d8d6960d7,no_churn,0.012733848,0,no_churn,-0.0989807071584982,-0.0030664743915986,0.0111214155274319,-0.0024910477652156,-0.0474568754244683,-0.188772222395501,0.027768785137523,0.0328509730861696,Male,57,Yes,No,Employed,Rural,Master,1672466400
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,62c0ebdc-2bb3-4b25-91fd-54d3c3647988,churn,0.30634764,1,churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Female,77,Yes,No,Unemployed,Suburban,High School or Below,1672466400
14,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,4317d85d-c7c2-4d1e-9b1c-921bf56d19f6,churn,0.6667659,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,37,No,Yes,Medical Leave,Rural,High School or Below,1672466400
60,Yes,No,Low Speed,Web_Chat_Support,One year,<80hrs,Active,b21f3509-96a4-4f18-b6a4-00a74a9f282a,churn,0.25147408,1,churn,0.0024338859195495,-0.0028809514824024,-0.0171412789460646,0.0516688358630881,0.101457667285849,-0.073334651728046,0.108606948574343,0.0768300648989861,Female,40,Yes,No,Medical Leave,Rural,Doctor,1672466400
38,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,23ed5162-c5eb-4002-aefd-21501fd5e3d0,churn,0.02884603,0,no_churn,0.122676926731901,0.0017302152816773,0.0457815621268218,0.0128271567525189,0.0633038545518957,0.0421857475079559,-0.003763540931277,-0.0352283834874924,Male,79,No,No,Employed,Suburban,High School or Below,1672466400
60,Yes,No,Low Speed,Web_Chat_Support,One year,<80hrs,Active,cf5608bb-dc5b-4db7-a5b0-158bb101f9a9,churn,0.25147408,1,churn,0.0024338859195495,-0.0028809514824024,-0.0171412789460646,0.0516688358630881,0.101457667285849,-0.073334651728046,0.108606948574343,0.0768300648989861,Male,77,No,Yes,Employed,Suburban,High School or Below,1672466400
43,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,d2b90736-b93f-4378-83bf-fc1fd166607a,no_churn,0.013237825,0,no_churn,-0.0395358550586388,-0.0038659245530107,-0.0175162191235722,-0.038749567350751,0.0118607447470822,-0.112609299409487,-0.0239610806744894,-0.0446489519748138,Male,67,Yes,No,Employed,Rural,Bachelor,1672466400
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,410cf8d2-0f64-4936-9ed2-1f7b4be830be,churn,0.74443954,1,churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Male,42,No,Yes,Employed,Suburban,College,1672466400
41,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1428c8bf-6c87-481b-bb5d-d8596e4d04e1,no_churn,0.0072873663,0,no_churn,-0.0085277345221311,-0.0040388735900705,-0.0041975370456566,-0.024619328217559,-0.0123252685417901,-0.184454256615427,-0.0120641615299973,-0.0187989902390836,Male,77,Yes,No,Unemployed,Suburban,Bachelor,1672466400
32,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,35d5087e-2a5c-4b56-a6f3-288bd0899459,no_churn,0.088944174,0,no_churn,0.008161892542439,0.0002904947584102,-0.0419814476254441,0.0713014585130395,0.108034595443296,0.0892770803276289,0.068947183942073,0.0986092617471331,Male,28,Yes,No,Unemployed,Suburban,Bachelor,1672552800
72,No,No phone service,Low Speed,Phone_Support,Two year,<50hrs,Active,11d07562-e35f-4a1d-9939-70492eec21b2,no_churn,0.0053706319999999,0,no_churn,-0.139694362410414,-0.0007764114198425,-0.0069409631270855,-0.0070074667530479,0.0206273013165446,-0.181140724931661,0.0186599817611431,0.037246494384326,Male,58,Yes,Yes,Employed,Suburban,High School or Below,1672552800
71,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,44ee0f40-859a-4858-afd9-2b83d048a04c,no_churn,0.0042600045,0,no_churn,-0.128763544728117,-0.0022560216408419,0.0076671420250204,-0.0503770027835889,0.0127368850365564,-0.206142798531819,0.0494721643661068,0.0586370239284951,Female,48,Yes,Yes,Employed,Urban,College,1672552800
66,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,450d2ed0-6728-484c-a643-d02e40d4a889,no_churn,0.0953603,0,no_churn,-0.0737475484358128,-0.0002374782676815,0.0354216949702731,0.0330544731553891,0.0798949827359138,0.093628880833221,0.0463762867331206,0.0610865311943871,Female,29,No,No,Employed,Suburban,College,1672552800
63,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,f5329e98-7523-4692-a071-a06b51b7b084,no_churn,0.013456888,0,no_churn,-0.155040173961079,-0.0047568682293785,0.0011222611204266,0.0371035168675189,0.101925806146919,0.0691819811655295,0.0412087107703155,0.0407286202472369,Male,20,Yes,No,Employed,Suburban,College,1672552800
71,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,578de860-1f55-44b8-97fd-b9bf69a106b8,no_churn,0.006746459,0,no_churn,-0.201038772206034,-0.001914054936933,0.0131403213973635,-0.0229496312453011,0.0520928945385685,0.0563641192077921,-0.0017366764660528,0.067015646256932,Male,50,Yes,Yes,Unemployed,Rural,High School or Below,1672552800
13,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,9442ba09-08e1-4d74-8a4c-e37c7f95f0fe,churn,0.37711596,1,churn,0.0580118992656616,0.0565761631095847,0.0340257809105969,-0.138694620799492,-0.126734846236413,0.0825724715618571,0.039666540447979,0.055550458830362,Male,75,Yes,No,Employed,Rural,College,1672552800
25,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,a2cb690e-7803-4bca-9ff6-9f352acbc3ff,no_churn,0.109908134,0,no_churn,-0.0288098222145708,-0.0042971463952926,-0.085678622277428,-0.0725836220784185,0.0679294839028989,0.0483065719758633,0.126855666284591,0.0899656276766836,Female,36,No,Yes,Unemployed,Suburban,College,1672552800
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,357daa4e-67c7-4807-9c4f-492b02b388ed,churn,0.046204887,0,no_churn,-0.141154902164926,-0.0103455020945875,-0.0127220225016026,-0.0178128842824662,-0.0862629458652554,0.0367048913636244,0.0107089556228584,0.0468582574855554,Male,42,No,Yes,Disabled,Suburban,Master,1672552800
61,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,cd8fb228-b74c-4d25-ae53-d188b0a1b97f,no_churn,0.059273034,0,no_churn,-0.0288132036058141,0.0009906839713585,0.0308459860581024,0.15791236293463,0.124821098217617,0.0913394924935892,0.15852598139707,0.105351452546875,Female,80,No,No,Unemployed,Suburban,College,1672552800
66,No,No phone service,Low Speed,Phone_Support,Two year,<80hrs,Active,277ac658-58db-4736-bf4b-90bde477d454,no_churn,0.032940976,0,no_churn,-0.0733254597801533,-0.0186871978558792,-0.0067642432588127,0.0061017170133527,0.0423361300045144,-0.156492527638102,0.045295798859961,0.0425096307582316,Male,24,Yes,No,Disabled,Suburban,Master,1672552800
61,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,7d27347b-3f72-4b3e-8091-b79f043a0e45,no_churn,0.070194505,0,no_churn,-0.0244134243510734,-0.0013294961083011,-0.0257774826855211,-0.0081008674272015,0.0673491087640377,-0.0982685780951715,0.0500988381885054,0.0614157529990461,Male,46,Yes,No,Unemployed,Suburban,College,1672552800
70,No,No phone service,Low Speed,In_Store_Support,Two year,<50hrs,Active,ee9103f6-573f-488b-a371-041ddbb61ff1,no_churn,0.01446186,0,no_churn,-0.0827813324929138,-0.0057890003841293,-0.0189450396165921,-0.0230735484649403,-0.0364742428359204,-0.137540787379685,0.0122156362747409,0.0233621623558838,Female,70,No,Yes,Employed,Rural,Doctor,1672552800
30,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,4ec26ada-f5a7-44b1-9252-16c5d194c27e,no_churn,0.09483628,0,no_churn,-0.0419731507794767,-0.0028718584627131,-0.022929640535076,-0.0135353953343474,-0.0204124001413038,0.0877317268058686,0.0711784167761288,0.0167861544865081,Male,54,No,No,Unemployed,Suburban,College,1672552800
72,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,518dc0d3-94d3-457a-8879-7dea2f5fc1e7,no_churn,0.016738432,0,no_churn,-0.125562524451871,-0.0239009483077279,-0.0140273856836847,0.0373443026452969,0.0509181510636335,0.108972797958413,0.0643139060445082,0.072248881306059,Female,73,No,No,Unemployed,Suburban,College,1672552800
65,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,9fbdca21-b847-4427-ba74-be5d9dca6e00,churn,0.017000906,0,no_churn,-0.141475234533509,0.0004710678880292,0.0503873208595541,0.075201432865324,0.0197234893563654,0.0860537224108702,0.125434613375619,0.109344104510619,Female,21,Yes,No,Unemployed,Suburban,Bachelor,1672552800
71,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,7f62881b-94aa-430a-a9a9-42f78411741c,no_churn,0.0073339621999999,0,no_churn,-0.073284217465482,0.0205859114270606,0.0024977836184552,-0.0115364291744549,-0.087532011911137,-0.179991491457167,0.0435154233539879,0.0267188764990123,Male,20,No,Yes,Unemployed,Suburban,High School or Below,1672552800
17,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,ac0945d2-e18e-417f-a0aa-87146d671a48,no_churn,0.1121845,0,no_churn,0.137342173759384,0.0059122875348111,0.0431595158202617,0.0089211400458543,0.0252246159069,0.128122538226794,0.157863128943263,0.0344284596599118,Male,47,No,Yes,Unemployed,Urban,Bachelor,1672552800
39,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,9dafdec2-8c33-4599-a9a6-8712d30d0021,no_churn,0.13177049,0,no_churn,-0.0575692452491341,0.021529297240504,0.0112655373307723,-0.0392420876257517,0.002108515951719,-0.181751890898239,0.0027630795630454,0.0218706396464995,Female,25,No,No,Employed,Suburban,High School or Below,1672552800
45,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,e108dee4-9cae-4e09-a200-09bcdd5d6cb4,no_churn,0.075371735,0,no_churn,-0.124671098641084,0.0039180443043233,-0.0382314167045842,0.0262428522202912,0.0690773002129117,0.0928700789333242,0.0583295124246046,0.0684385766951618,Male,28,No,Yes,Retired,Suburban,College,1672552800
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,444cf3f5-68d2-4598-8742-bd04818f156f,no_churn,0.0056314769999999,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Male,25,No,No,Medical Leave,Suburban,Bachelor,1672552800
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,9f81b474-f8a1-478b-88ea-30f44aca2a79,no_churn,0.017206728,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Male,39,No,No,Unemployed,Rural,Doctor,1672552800
41,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,c0ad0465-338c-488d-ab03-5d6905ed5573,no_churn,0.12769854,0,no_churn,-0.0685377645105654,-0.0060354038660807,0.0120246257001235,-0.0606545265481327,-0.0089463466306187,0.0894059534909683,0.0324676942870428,0.0685353328792007,Female,54,Yes,No,Employed,Suburban,Bachelor,1672552800
7,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0f7d42d4-186e-49be-83d8-6059a2c6740a,no_churn,0.15445995,0,no_churn,-0.0067951679296311,-0.0069260831589281,-0.0155962670436247,-0.0953241062923916,-0.0658872324854064,0.0420829442338436,-0.0560488379677372,-0.0616742581327707,Male,37,Yes,Yes,Employed,Suburban,Bachelor,1672552800
38,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7e3e7cd4-5460-4807-9a99-8624f87eb599,no_churn,0.08540873,0,no_churn,-0.0856364494636091,-0.0201234783699464,-0.0035240032765932,-0.0788805390238394,-0.037694665574013,0.0388059583498397,-0.0255356774895153,-0.0464372972059845,Male,28,Yes,Yes,Employed,Suburban,High School or Below,1672552800
54,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4c470410-895e-4a8e-a956-1ec2af87aa35,no_churn,0.030768162,0,no_churn,-0.125454327955113,-0.007595802900978,-0.0359950167088936,-0.0164248029913324,-0.0540462573456352,0.024421621729125,-0.0294154894471921,-0.0245160764374304,Male,52,No,No,Unemployed,Suburban,Bachelor,1672552800
23,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,e560eccb-7136-4b5d-a6ba-f527ed0f072e,no_churn,0.017613437,0,no_churn,-0.0338077108708512,-0.0038237880571432,0.0173468886588489,-0.0311874462814921,-0.057621727998885,-0.132057251988754,-0.0147436090718656,-0.0131315072694542,Female,48,Yes,Yes,Unemployed,Urban,College,1672552800
51,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94f2de9d-e3cd-4068-a523-40efdf7d8a5d,no_churn,0.047199883,0,no_churn,-0.0980793506675672,-0.0110555045060164,0.0181712364832992,-0.0638775020977391,-0.0557190430203581,0.0362987737667208,-0.0222963460185565,-0.0291350824186974,Male,43,No,No,Retired,Suburban,High School or Below,1672552800
44,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,757caa5a-f619-4844-b96f-1aa1ead0ca67,no_churn,0.08196918,0,no_churn,-0.104631833710646,-0.0063436381978863,-0.0038812842477636,-0.0056218270928002,0.0335032917356329,0.0114879784847471,-0.0215715920239836,-0.0319672458020068,Male,22,No,Yes,Unemployed,Suburban,Master,1672552800
46,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9d898eb7-4a42-4bb7-8850-7556ed5b0d02,no_churn,0.08057938,0,no_churn,-0.15616128774926,0.028086305915458,0.0051201935579274,-0.0440053778974379,-0.0440796182637677,0.0392138685376539,-0.0304263628065473,-0.0367738728898257,Male,48,No,Yes,Disabled,Rural,College,1672552800
69,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,7797af19-f0d1-4496-8d40-7aaff8ea0a85,no_churn,0.006559155,0,no_churn,-0.0893663717484105,0.0084641281629137,-0.0038830122394847,-0.0149552757487799,0.0031222354006604,-0.135179156440513,-0.0163121887120314,-0.0209165124053788,Female,51,No,No,Employed,Suburban,College,1672552800
29,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,31ec1990-7b6a-47b5-90b9-18fa9669ecea,no_churn,0.046238795,0,no_churn,-0.0677996351278488,-0.0151601513509149,-0.018133588206424,-0.0602203437428488,-0.0558969225676855,0.0379686910874079,-0.0330561051186668,-0.0367280968376326,Female,34,No,Yes,Employed,Rural,College,1672552800
15,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,9cb8ce71-3660-4070-930c-7cbe3a2a0aad,churn,0.56734604,1,churn,-0.0367176888151379,-0.007274902662466,-0.0361076813657155,-0.0813999028819671,-0.108552398676798,0.0551280560846316,-0.0586804173841392,0.0436264048188581,Male,61,No,Yes,Employed,Suburban,High School or Below,1672552800
64,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,51ff5f5f-286b-4511-83b2-c072986ad4a8,no_churn,0.11535233,0,no_churn,-0.169080398329515,-0.0048857032635351,0.0131362296028873,0.0474989798901879,0.0981182507521953,0.0525782944639831,0.0376450063671654,0.0439631939508672,Male,46,No,No,Retired,Suburban,High School or Below,1672552800
44,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,3e6ea581-ed85-43dd-8a7d-d41c13bb6642,no_churn,0.45261267,0,no_churn,-0.117524036095601,-0.0139257082641415,0.0046400341782646,-0.0569238654173022,-0.04695015235764,0.0459412686870928,-0.0332949381800972,0.0283445796858177,Male,57,No,Yes,Unemployed,Suburban,College,1672552800
54,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,2aad507b-aeb4-4335-8345-8b5bc486e2b5,churn,0.37937868,1,churn,-0.222866626920722,-0.0025442075327373,-0.0173038102573991,-0.0312825524663821,0.0128410922693547,0.0254866015815423,-0.0132407586224144,0.0698841088195695,Female,79,No,No,Unemployed,Rural,College,1672552800
48,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,d2782451-8061-496a-927a-ee4922217c48,no_churn,0.2697407,0,no_churn,-0.0333994100416839,-0.0034690946573027,0.0120779050788632,0.0221700938103504,0.118482818233988,0.0669211997455204,0.0978866446280335,0.100303694002723,Male,62,No,Yes,Employed,Suburban,Master,1672552800
59,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,c828af74-202e-4908-b630-701fcc44631f,no_churn,0.10201503,0,no_churn,-0.0996992468382541,-0.0019013822317174,0.0084378666369593,0.0320042944761735,0.0713117888810302,-0.206609675648578,0.0761942218535841,0.0670693149176804,Female,57,No,No,Employed,Urban,Bachelor,1672552800
65,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,246bed21-7094-48cd-891b-49ea5a81ca99,no_churn,0.088911064,0,no_churn,-0.0860185848988294,-0.0027710048632434,-0.008179923105672,-0.0199923530814157,-0.053019200591043,-0.1254773879812,0.000169457269053,0.0262628441418883,Male,52,Yes,Yes,Medical Leave,Suburban,College,1672552800
65,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,06233052-e1e7-4620-a9ea-1427ba82d3df,no_churn,0.10008427,0,no_churn,-0.0234816539535586,0.0015839975255585,0.0551849584001138,0.0922210201450707,0.104840472558408,0.118607824807605,0.12702696896331,0.104323600407861,Male,32,No,Yes,Unemployed,Urban,College,1672552800
4,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,1f74291b-64a9-45fa-9685-625c450c9497,no_churn,0.70652485,0,no_churn,0.128516598645729,-0.0069605518512616,-0.0299221711705558,0.0818496996842077,-0.0794784698375588,0.0715360556621271,0.0115300272290915,-0.0160973407006167,Male,71,Yes,No,Unemployed,Urban,College,1672552800
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,904ac683-2e9e-4153-861c-a0528bd0f27e,churn,0.21233486,1,churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Male,23,Yes,Yes,Employed,Suburban,High School or Below,1672552800
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,6f2f9ca3-dfc6-47fc-aa7f-f4899398b4ec,no_churn,0.026162451,0,no_churn,-0.256789881099621,-0.0022438365488551,-0.0166779053722029,-0.0629815762671614,0.0215583706256529,0.0613922512952694,-0.046144032512393,0.0628604567455659,Male,55,No,No,Employed,Suburban,Master,1672552800
61,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,79b29cb9-b16a-43ad-9cd6-9c4430ea9a0c,no_churn,0.10212849,0,no_churn,-0.034408281058204,-0.0015523101728103,0.0115332742918508,-0.0210886716651657,0.0128177413343109,-0.0669742872282404,0.0498876018997725,0.01309211883241,Female,30,Yes,Yes,Unemployed,Urban,Bachelor,1672552800
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,9091e4b0-28ce-4c89-907c-851b207e04c7,no_churn,0.036213055,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,24,Yes,Yes,Unemployed,Suburban,High School or Below,1672552800
39,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,f21fab37-9632-4dc2-9080-19d08e2b9166,churn,0.42889422,0,no_churn,0.0018708794166559,-0.0051881796452107,0.10308782362009,0.1114526393915,0.0842505731895471,0.117802549124399,0.088445722763372,0.0592518533529801,Female,49,No,No,Retired,Urban,Bachelor,1672552800
51,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,07fd183f-7774-420b-8e38-37f0a78bf40b,no_churn,0.20019229,0,no_churn,-0.0418057949485137,-0.0018679967116258,0.0579374189099598,0.103689078476727,0.0781648739112097,0.107343593636069,0.0466276082233253,0.0108850748503937,Male,35,Yes,No,Unemployed,Urban,High School or Below,1672552800
62,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,a7b86f1f-b8d1-4692-ad01-14295d4b98da,no_churn,0.03413707,0,no_churn,-0.303627033243292,-0.0033448333572732,-0.0407594173155075,-0.0329453564760888,0.0123908037782075,0.033911819560285,0.0301632035241436,0.0351846616302827,Male,32,No,No,Medical Leave,Rural,Bachelor,1672552800
70,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,cd83272f-096c-4548-87ae-20c9e93153e3,no_churn,0.08300264,0,no_churn,-0.13731430493372,-0.0018649795611872,0.0267342042289328,0.0229977863873227,0.0073754869244385,-0.161334290632053,-0.0191868423100822,0.0424239331591525,Male,77,No,No,Unemployed,Suburban,College,1672552800
60,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,34cccabf-6094-4ca3-925b-598d6c25bfbc,churn,0.32191312,1,churn,-0.275349552026191,-0.00507721884705,0.0130434295933218,-0.0433825652190398,0.0021147728395862,0.036340628985049,0.0057297617846779,0.0099355411882243,Male,23,No,No,Employed,Urban,College,1672552800
44,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,0742e233-e152-4c17-9a7b-1407e7958cf6,churn,0.40079603,1,churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Male,37,No,Yes,Employed,Suburban,Master,1672552800
20,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,7045e4d3-80c7-477b-9211-e9ffaec31a6b,no_churn,0.18197784,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,80,Yes,No,Employed,Rural,Master,1672552800
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b7677170-81d6-4758-b8f2-f91c1da64761,no_churn,0.09722376,0,no_churn,0.0388624520388611,-0.0017016445719309,0.142707523978606,0.131208334491057,0.0999981675719664,0.132957771469569,0.0228461054062972,0.02653164923051,Male,52,No,No,Unemployed,Suburban,Bachelor,1672552800
66,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,61ee85be-699d-4e66-8c7e-b45f987bb930,no_churn,0.033024665,0,no_churn,-0.0495584809657248,-0.0022268022074604,0.0223694921136666,-0.0090540137774951,-0.0363087253926005,-0.149226589350565,-0.0269286622635263,-0.0120923709371709,Male,58,Yes,No,Unemployed,Suburban,College,1672552800
31,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,0a1c3114-8aa1-4754-8b18-9bb9f257327a,churn,0.27499643,1,churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,62,Yes,Yes,Disabled,Suburban,College,1672552800
18,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,9457b2c3-a2d0-4110-84af-e165e738c968,no_churn,0.27500242,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Male,29,No,Yes,Unemployed,Rural,High School or Below,1672552800
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,6c6f5b11-2ee7-412b-b4ff-604cd9fc9d40,no_churn,0.0056128194999999,0,no_churn,-0.176740206190866,-0.0043397714283401,0.0099042771062977,0.0539161438201335,-0.0197141313108068,0.0468724706610873,-0.0028442870448088,-0.0260806476239577,Male,46,No,Yes,Disabled,Suburban,Bachelor,1672552800
71,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,e2abfa46-fb18-427d-aff2-7edd2391aaf1,no_churn,0.03046871,0,no_churn,-0.180818005854749,-0.004272438938824,0.0098333606631149,0.0513949364043764,-0.0218593711828589,0.0436608250565632,-0.0022367802101962,-0.0247286777880344,Male,75,No,Yes,Unemployed,Suburban,Doctor,1672552800
17,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,fe8dc63b-020d-4658-bcd0-fb2d6e918af5,churn,0.21447535,1,churn,-0.0462283664137976,-0.0085515847444912,-0.116385429019028,-0.0237920481807304,0.05416120406564,0.0613650452683396,-0.0486525468562649,-0.0009424276443678,Female,26,No,No,Employed,Suburban,Bachelor,1672552800
61,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,ef01c938-964f-4b04-880e-62a623124784,no_churn,0.07116739,0,no_churn,-0.0432400412347487,-0.0005990374355314,-0.0295669036670551,0.0271593719996417,0.0852048268662201,-0.0987966110001252,0.05830584970382,0.0780063954345496,Female,74,Yes,Yes,Employed,Urban,High School or Below,1672552800
5,Yes,No,Low Speed,In_Store_Support,One year,<50hrs,Active,bf88f3f4-4953-4154-851c-b5f3d3f1cd67,churn,0.25592658,1,churn,0.107876698222462,8.40526383035467e-05,0.0344505798028149,0.0126939530002528,0.0214915019551335,-0.0777517305823494,0.133306975615305,0.098821820126177,Male,76,Yes,Yes,Employed,Suburban,Bachelor,1672552800
19,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,ed40db25-5331-4bf8-8cc2-73f5c99063bb,no_churn,0.30214307,0,no_churn,0.0283392920126789,-0.00744756407772,-0.0400903525394096,-0.0434219523555111,0.139923956945604,0.0815927994582125,0.0621768907634577,0.104900781400866,Female,41,Yes,No,Unemployed,Suburban,High School or Below,1672552800
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,6a8f97e4-1059-4c1e-bddf-b0e2769a448b,churn,0.655549,1,churn,-0.0054354830882425,-0.026040509592658,-0.0292003359772934,-0.0403428697686217,-0.13668829846783,0.0960785301571513,0.0831069330489344,0.0294958826426432,Female,75,Yes,Yes,Retired,Suburban,Bachelor,1672552800
15,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,657aead3-d184-48e8-9715-84c05582cb8d,no_churn,0.1977609,0,no_churn,0.115207716846471,0.0970450321873795,0.0527280013871541,0.0471265352247155,-0.0595671120349698,0.133886973543813,0.0633675116226913,0.0620125322087051,Female,41,No,Yes,Retired,Suburban,Bachelor,1672552800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,e8f3e9ec-22e1-4198-b591-4b8b174305a5,churn,0.8527194,1,churn,0.328035607732438,0.0363675272870978,0.017046930488118,0.003653514906714,0.0365996629681376,0.18749244214111,0.0696498121079867,0.0421283486220363,Female,39,No,Yes,Employed,Suburban,College,1672552800
16,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,2457f549-a1cd-4e41-a3de-f672e88d68d2,no_churn,0.019833425,0,no_churn,0.008472740402185,-0.0038875693382215,-0.011973995802673,-0.0194386648846921,-0.0307363218205318,-0.169731513880706,-0.0200109392410922,-0.0217198866656053,Female,75,No,Yes,Disabled,Urban,Bachelor,1672552800
17,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,422f3968-a9ad-462d-81e0-e587e86e968e,no_churn,0.02872325,0,no_churn,0.144499689340209,-4.60842910979409e-05,0.0460868930163087,-0.0590787685711802,0.0470029197573785,0.105625012473838,-0.0200748229136843,-0.0030727293458403,Male,24,No,Yes,Employed,Suburban,College,1672552800
66,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,327a8b72-4b71-4ea2-b9d7-e912ca58a5af,no_churn,0.06824077,0,no_churn,-0.0977113987639586,-0.0059181863197136,-0.0136497504832914,-0.025131519129136,-0.0964488711629292,0.0506482670783225,-0.0241958869879636,-0.0166188058271927,Female,54,Yes,Yes,Unemployed,Suburban,High School or Below,1672552800
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e49af2f0-3216-4dfc-b417-00abe848bc9a,churn,0.471531,1,churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Female,34,Yes,No,Employed,Urban,College,1672552800
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a7a45a32-6537-4711-a61b-ce296badc1f7,no_churn,0.3701593,0,no_churn,0.124519595156435,-0.0058332254896413,0.0047207586916738,0.0473091116599243,-0.0986456339810956,0.0860651418329962,-0.003588054329175,-0.0015686470353102,Female,21,No,No,Employed,Urban,Bachelor,1672552800
44,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d18dae7-92ce-42f2-9108-9b2ce893c0c8,churn,0.43429476,1,churn,-0.202106264493459,0.0223993024932406,-0.012821038449515,-0.0050780289825297,0.0155688115535031,0.0454716070500717,-0.0251033740215507,-0.0373571657989668,Female,44,Yes,Yes,Unemployed,Rural,College,1672552800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6feae190-3fe5-44c1-8cff-d20e00904052,churn,0.62554353,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,21,No,No,Employed,Suburban,High School or Below,1672552800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,48b461f1-ba96-4c2f-8331-9673f888c95c,no_churn,0.30714807,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,66,No,Yes,Employed,Suburban,Bachelor,1672552800
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7942c3dd-9b31-466a-8f31-65d08bf6aa7a,no_churn,0.1955744,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,60,Yes,Yes,Unemployed,Suburban,Master,1672552800
72,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,07ae68e9-234b-4c47-a8f4-a4031e5e3b5c,no_churn,0.0017944479,0,no_churn,-0.0484238958506102,-0.0010080077267957,0.0191014703621476,-0.0050986728686621,0.0271432481092961,0.0668729330295082,-0.0066005726052026,-0.0110126548370317,Male,23,Yes,No,Unemployed,Urban,High School or Below,1672552800
15,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,57cc4828-7036-4cda-81ff-77c75a6956dc,no_churn,0.2846601,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Male,28,No,Yes,Disabled,Urban,College,1672552800
58,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bf4c0518-c008-4779-8f66-75dc3bfefc46,no_churn,0.012332151,0,no_churn,-0.122599261892292,-0.0084585806806717,-0.0217886261204694,-0.0290669252521001,-0.0448449224182149,0.0281297647438987,-0.0299098074396442,-0.0204877931703413,Female,65,No,No,Unemployed,Rural,College,1672552800
23,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,aee71270-2e78-4303-a80e-d1b126105abf,no_churn,0.009198603,0,no_churn,-0.0621086227182786,-0.0050309014322556,0.0436331649480598,-0.153341745790458,-0.0331125139350479,0.0574743969198971,-0.035671973648441,-0.0608679560977998,Male,26,No,Yes,Unemployed,Urban,College,1672552800
39,No,No phone service,High Speed,Phone_Support,One year,0hrs,Disabled,09e56a8c-823b-4ea5-a55c-f09fb34f8c9e,no_churn,0.091716915,0,no_churn,0.0464964915326436,0.0957126454768604,0.0396734073525931,-0.0283450404978975,0.0425864725605515,-0.185419893624894,0.0081245000099488,-0.0078547323242537,Female,23,No,No,Employed,Rural,Master,1672552800
32,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8384f03d-859d-4b9d-be33-986363ec9856,no_churn,0.0057248753,0,no_churn,-0.075025721055199,-0.010697321021671,-0.010060096369707,-0.147889818880503,-0.0253349814670036,0.0417468580459626,-0.0193480821224329,-0.0224169886146774,Female,20,No,No,Employed,Suburban,High School or Below,1672552800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cca3cfb4-a220-47ca-998f-325d6e099cd4,churn,0.6026183,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,20,No,Yes,Employed,Urban,High School or Below,1672552800
31,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,600ce7fb-90b9-4c54-8e39-d0166ebc87ad,churn,0.07987879,1,churn,0.0525751558399224,-0.0142833954214802,-0.0765560470247328,-0.0899497483054437,-0.0233826691990907,0.086615696200497,-0.0138071010844123,0.0024246592340386,Male,45,No,No,Employed,Suburban,Bachelor,1672552800
22,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c535efe0-3576-451d-a99e-7d8a9a7cbdfb,no_churn,0.022852873,0,no_churn,0.0305387511891785,-0.0026888651471381,0.0016898504605342,-0.0152439881903592,0.0325951900859399,0.065294055303184,-0.0231085516602706,-0.0051580744647253,Male,49,No,Yes,Employed,Rural,High School or Below,1672552800
2,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7db8012e-c361-487a-8d00-b5b5c4c504b2,no_churn,0.23971793,0,no_churn,0.178468831685204,-0.0097477521188557,-0.0276459818511102,-0.082014444577926,-0.0766344108100293,0.0987217679940931,-0.0475387314626277,-0.0409637079103049,Male,41,No,Yes,Employed,Suburban,Bachelor,1672552800
39,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,6c048994-27bd-4875-adf3-9d61782a6f61,no_churn,0.032254774,0,no_churn,-0.0161515908315959,-0.0096428410250882,-0.0140157336099946,-0.0882049064368948,-0.0109140238284908,-0.0896158641370584,-0.0109691703882435,-0.0295120223407047,Male,61,No,No,Employed,Suburban,High School or Below,1672552800
16,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6cd834f7-33c1-4758-bca2-fea8065042ae,no_churn,0.12772506,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Male,45,Yes,Yes,Employed,Urban,College,1672552800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4c35fb8d-49ee-465f-b36b-4bf7b4fb9322,no_churn,0.5611465,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,66,No,Yes,Unemployed,Rural,High School or Below,1672552800
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94f8fbeb-8ad0-426a-bcea-b810e2bbbf51,no_churn,0.0045035629999999,0,no_churn,-0.104919580351298,-0.0047083344766861,-0.052885357899072,-0.0434200402796068,-0.0296129484883795,0.034540969910904,-0.0186378691932441,-0.0493829909395208,Female,26,No,Yes,Disabled,Urban,High School or Below,1672552800
46,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0b210a35-c4c2-488a-9f31-28d263c17955,no_churn,0.14125477,0,no_churn,-0.110422403310422,-0.0065106183565512,0.0005542346892798,-0.0183617284775755,0.0321327840896992,-0.001387742220304,-0.0303192426984969,-0.0347114347138813,Male,30,No,Yes,Employed,Urban,College,1672552800
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,00fc2d8c-83a2-4571-ab82-55620d0520e1,no_churn,0.5005183,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Female,63,No,No,Employed,Suburban,College,1672552800
27,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,c00a1f0b-2289-4aa3-9cc9-fb74b350fcc5,no_churn,0.0262012329999999,0,no_churn,-0.0654168684296018,-0.005162049967912,-0.0250887612115639,-0.0285373245859773,-0.0299586705840465,-0.0710016576707676,-0.0208039425252536,-0.023056877537756,Male,41,No,Yes,Employed,Suburban,Bachelor,1672552800
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a7bb740a-d814-46d5-b4ec-dab48bf57a61,no_churn,0.23007989,0,no_churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Male,40,Yes,Yes,Employed,Urban,College,1672552800
24,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,5363dd35-d5d4-48fa-b679-266617e8abbe,no_churn,0.02609448,0,no_churn,-0.0749480534422309,-0.0064587625217791,-0.0189690558972688,-0.019981313209937,-0.0290013688841827,-0.0647980286195252,-0.0254122112528057,-0.0294573565152859,Male,31,No,No,Employed,Suburban,High School or Below,1672552800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7b613a5f-8970-41db-8b38-0c38aa30c1e9,no_churn,0.62983835,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,35,Yes,No,Employed,Suburban,Doctor,1672552800
63,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7d2e7fa4-43d5-49a7-8640-d32d949fa220,no_churn,0.0131626995,0,no_churn,-0.0311485538941906,-0.0011909335426207,0.0143656077792547,-0.0064498157047273,0.0297138890642963,0.0671969569174234,-0.0078642457965906,-0.0036490568813133,Female,21,Yes,No,Employed,Urban,High School or Below,1672552800
64,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d8047a57-8a62-48a3-928f-9bc1861a1303,no_churn,0.004995793,0,no_churn,-0.0969965171185776,-0.0064769768577752,-0.0384541760323554,-0.0338161526925978,-0.0637312409426795,0.0307284423610235,-0.0177707862404167,-0.0125087436284957,Female,51,No,No,Unemployed,Suburban,High School or Below,1672552800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ca9f54c3-39fe-4613-946c-e2dfd93eca01,no_churn,0.11744653,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,80,Yes,Yes,Employed,Suburban,Master,1672552800
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f4187eb8-b6b3-40b1-ad19-c7db9dc2e70e,no_churn,0.009999314,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,77,No,Yes,Employed,Suburban,Master,1672552800
16,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,84b6e863-bb8b-4edd-8827-bcb97e430250,no_churn,0.2244506,0,no_churn,-0.0292851178863656,-0.007269015004208,0.0009054231101572,-0.113549082939826,-0.0660536758197804,0.0263091273297141,-0.038890326512128,-0.0331934835637093,Female,35,Yes,Yes,Unemployed,Suburban,High School or Below,1672552800
26,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,54ed0e98-2641-4797-8a95-363dfbb0bb1a,no_churn,0.06457219,0,no_churn,-0.120872999548933,0.0185106476232977,0.00147798132361,-0.0365446836285764,-0.0200729875091565,-0.0755895330747807,-0.0154129042547992,-0.0205216727770675,Female,61,No,No,Employed,Suburban,College,1672552800
21,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,85ce71fb-1cd4-40af-bd10-3f157999f612,no_churn,0.036366414,0,no_churn,0.180969835718452,0.0045277999000245,0.0591562710140533,0.0899479766443437,0.135655653222238,0.124149658225051,-0.005296724120335,0.0209467171124561,Female,32,No,No,Retired,Suburban,High School or Below,1672552800
26,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,54f10be6-ebbc-40a4-93be-4e8c9f8a0c50,no_churn,0.07560602,0,no_churn,0.108658811692758,-0.0046876449146293,0.116599794134472,0.0696980924216768,0.0770340243087139,0.100063382395847,-0.0109071242839854,0.014514515908686,Male,56,No,No,Unemployed,Suburban,Master,1672552800
16,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,45c53203-a2c5-454f-9522-d2cca8b7f2f0,no_churn,0.0074302927,0,no_churn,0.0128851087661223,-0.0034239062822598,-0.0203919674030112,-0.0134240984859934,-0.0351163158434519,-0.176538288688971,-0.0144918871589288,-0.0185247965890539,Male,53,Yes,No,Medical Leave,Urban,Bachelor,1672552800
69,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,f56c2a4e-0a4d-4a06-8bfa-89d054b0b285,no_churn,0.0062926924,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Male,53,Yes,No,Employed,Suburban,Bachelor,1672552800
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f81e6eff-8200-443c-943f-0a270980321b,no_churn,0.2985253,0,no_churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Female,60,No,Yes,Employed,Urban,High School or Below,1672552800
56,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,f5d6058b-e8b0-46dd-966b-2526c37b0b39,no_churn,0.015284616,0,no_churn,-0.0365039374334082,-0.0033851008868441,0.002784728948045,-0.0887887564321499,-0.0213356435237619,-0.0947865512393764,-0.0146318880706894,-0.0123790039425148,Female,41,No,No,Retired,Suburban,High School or Below,1672552800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,46286693-dd28-44b7-85fa-d2e55012b479,no_churn,0.35826412,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,74,No,Yes,Employed,Suburban,High School or Below,1672552800
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f0750272-df7a-4cda-84ca-451b9377e23f,no_churn,0.18667726,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,53,Yes,Yes,Medical Leave,Suburban,College,1672552800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fdf2876a-af9d-4677-b335-ec9c7ba8848d,churn,0.59792954,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,62,No,Yes,Employed,Suburban,High School or Below,1672552800
25,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3b2a2d36-2f35-45d9-8fd9-28f6e0c34d08,no_churn,0.018693978,0,no_churn,-0.0872026029373137,-0.0082211454612115,-0.0592702043576173,-0.0345764622412571,-0.0571613129252182,0.0201119269616901,-0.0236337505034953,-0.019072599947467,Male,24,Yes,Yes,Unemployed,Suburban,Bachelor,1672552800
13,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,42a82d1e-ad3d-47c4-b40f-0e811e42db45,no_churn,0.17169556,0,no_churn,-0.0484932147639301,-0.0164870928878372,-0.0769766402719324,-0.0442093413698785,-0.038674271494292,0.0426773645600496,-0.0278532779881516,-0.0319213891612162,Male,61,No,No,Employed,Suburban,Bachelor,1672552800
51,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b799f6c6-0178-4acb-ac86-5eac2c684bd7,no_churn,0.00943879,0,no_churn,-0.0943636853237876,-0.003612250476217,-0.11265006245806,-0.0130411093039219,0.0345001261567995,0.0504499910182767,-0.0375044288557728,-0.0528047318828794,Female,41,No,Yes,Employed,Urban,High School or Below,1672552800
66,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,31dbaa0e-1d43-4a7d-93f3-be722e462c1a,no_churn,0.0145417135,0,no_churn,-0.0255856020105284,-0.0016504257818814,0.0592828062976195,-0.0498823048121039,0.0657912613027838,0.0793199333400753,-0.0206250938024641,-0.033898947369671,Male,63,No,No,Employed,Suburban,Master,1672552800
60,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f7b88f83-8565-4811-b20a-1579b4dce451,no_churn,0.006348248,0,no_churn,-0.0572276200614942,-0.0020703683114697,0.0020091563237656,-0.0035670653068154,-0.027610886256225,0.0514766862187025,-0.0410429715074315,-0.0409930828719552,Male,26,No,Yes,Retired,Suburban,Master,1672552800
53,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,310ed04e-68cc-4256-a05b-e70969fa5f9b,churn,0.03814005,1,churn,-0.109768602657441,-0.0049690444353655,-0.0444528382149474,-0.0613720363100765,0.0213232100807181,0.0273517703066863,-0.0450312632913482,-0.0521073463268658,Female,71,No,No,Unemployed,Suburban,High School or Below,1672552800
27,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2459fdcd-6f91-4bd0-9a90-2d62058b1947,no_churn,0.07717748,0,no_churn,-0.0812344943412244,-0.009735078434478,-0.0323780042249381,-0.0635504752822817,0.007915403977222,0.0417318072154375,-0.0617104302913048,-0.0700648795789857,Male,34,No,Yes,Employed,Urban,Bachelor,1672552800
11,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,65f70649-3b99-47dc-87ab-69845a6a1fc2,no_churn,0.3044881,0,no_churn,0.0010476439386366,0.0157792336105194,-0.0343947676614243,-0.039479091262292,-0.0122655014608335,0.0184956196942039,-0.0339460591352235,-0.0442632264170788,Male,25,Yes,Yes,Employed,Suburban,Master,1672552800
70,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,6e185269-69fa-4903-9ccf-d2cc0544813d,no_churn,0.006790337,0,no_churn,-0.0643370917512766,-0.0029392126710718,-0.0008897189582603,-0.0359700592513218,-0.0011914035378777,-0.117290975969431,-0.0211791146230643,-0.0252285751591989,Male,24,No,Yes,Employed,Suburban,Bachelor,1672552800
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b28be244-69b9-4e5a-b891-7f54257d9d16,no_churn,0.41119403,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,34,No,No,Unemployed,Rural,Bachelor,1672552800
58,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c58ebf34-3507-47ce-bb26-ed99ddf94fc4,churn,0.014448735,0,no_churn,-0.103403920714591,-0.005815226686609,-0.0609479360744808,-0.0133391251068496,0.0308758085945646,0.0434517494974807,-0.0402376186088531,-0.059609881484539,Male,74,No,Yes,Employed,Suburban,Bachelor,1672552800
24,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,16741e54-5715-4567-9d40-8fe9e9809a93,no_churn,0.0129354769999999,0,no_churn,-0.113681699006493,-0.0161141832323119,-0.106022086422045,-0.0225697876722097,0.0225232241527646,0.0415761473040674,-0.0300298810340154,-0.0347078847049124,Female,43,Yes,Yes,Unemployed,Suburban,College,1672552800
37,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fca7da01-733c-43cf-862e-4aa28f340cd0,churn,0.20254013,1,churn,0.0822047887402004,0.200433062864331,0.0750402133119359,0.0668145113257378,0.0693865667380305,0.144799958092367,0.0188592327851847,0.0134355208316992,Male,69,No,Yes,Employed,Urban,High School or Below,1672552800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d93f2268-d2ca-4c97-bf14-67ce775ffd9d,churn,0.29938555,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,23,No,No,Employed,Urban,College,1672552800
52,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,8d7ed21e-be5f-4725-a8cb-ae05d5eb62f0,no_churn,0.020298986,0,no_churn,-0.0515543929422074,-0.0079253624658485,-0.0188095748256546,-0.0243950859273718,0.0132326313556586,-0.111124992975138,-0.0248648122150007,-0.0435845629407049,Female,69,Yes,No,Employed,Suburban,High School or Below,1672552800
42,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4afb142a-7377-43b3-b10b-87beb40cc268,churn,0.250534,1,churn,-0.0400668828365269,-0.0054989784264762,0.0052980424988345,-0.122439822471524,0.0188980074845312,0.06098224254878,-0.0458362265843788,-0.0653625341588667,Male,65,Yes,Yes,Employed,Rural,High School or Below,1672552800
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0371c6e3-db5e-4152-8e0a-55d431bb994b,churn,0.63067186,1,churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,66,No,No,Employed,Suburban,Bachelor,1672552800
4,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,bacf91c9-d80c-464a-b699-f104dcec2e22,no_churn,0.010319904,0,no_churn,0.0178878077011904,-0.0045544634598627,-0.0265512898135239,-0.0518175881320712,0.0018435969083475,-0.135040037394301,-0.0330283111662174,-0.0377658687492112,Male,55,No,No,Employed,Suburban,Bachelor,1672552800
58,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,746ea911-6d8d-4db7-bd86-bbf595ec992a,no_churn,0.01335721,0,no_churn,-0.11824483189368,-0.0062174047176995,-0.0195230814966635,-0.0497891254368732,0.0078230860421354,0.0321975830386691,-0.0464763596080956,-0.0487960171474514,Female,43,Yes,No,Unemployed,Suburban,High School or Below,1672552800
35,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3cacb0b9-426b-43fb-9500-6937198493e5,no_churn,0.08600743,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,59,No,Yes,Unemployed,Suburban,Master,1672552800
59,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,db5a034d-8ac1-4f01-aca1-ba14e2b9e869,no_churn,0.012298453,0,no_churn,-0.0561852556068515,-0.0036486566971689,-0.0162805974597358,-0.0175260813902787,0.0071997114356599,-0.11783316610019,-0.0313339299233484,-0.0334181776143122,Male,44,No,No,Medical Leave,Suburban,Bachelor,1672552800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,75b59dfc-6a4d-40ca-8f55-454ff6629514,no_churn,0.15921727,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,59,No,No,Employed,Suburban,College,1672552800
12,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,badae4b3-9dfe-4ba4-998f-a656fc759b8f,no_churn,0.0114587139999999,0,no_churn,-0.0230617954814897,-0.005950688511366,-0.0114500342408791,-0.0493223101943294,0.0094296138854042,-0.113989975991444,-0.0318834469160538,-0.0427975155559397,Female,76,No,Yes,Unemployed,Suburban,Bachelor,1672552800
72,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,62301cc0-3a9f-4cde-95ed-ab477e1f1d28,no_churn,0.0019508629,0,no_churn,-0.148463779388312,-0.0042260666973197,-0.0045001900173519,-0.0601322620578866,0.0108609382650411,0.046718822718376,-0.0220245180151141,-0.0622590978783591,Female,50,No,No,Employed,Suburban,High School or Below,1672552800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a45c7b7a-36af-470e-afbd-3f7780a27548,no_churn,0.3294307,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,43,No,Yes,Employed,Suburban,Bachelor,1672552800
11,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec734832-139e-41ba-99f9-fd285ff40e5e,no_churn,0.1841552,0,no_churn,0.198507117814143,0.0035663072452734,-0.0301344191285079,0.06002460763837,0.0996351533111101,0.129396095896236,-0.0207205450686888,-0.02722578288789,Male,77,No,Yes,Medical Leave,Suburban,Master,1672552800
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,ec127b34-2fe5-4374-bc8c-3afb6be91dde,no_churn,0.010927283,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Female,30,No,Yes,Employed,Suburban,High School or Below,1672552800
51,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,8b030934-df92-41f0-b74a-5db4478fa01d,no_churn,0.009741554,0,no_churn,-0.0592933606867518,-0.0039040643174303,-0.0225102743302522,-0.0317765826101822,0.009609414761926,-0.0953256300691828,-0.0279502612608848,-0.0378753944751224,Male,67,No,No,Unemployed,Suburban,Bachelor,1672552800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e3fe40c-7df0-473a-ad28-6a37ee3820f3,no_churn,0.16772689,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,25,Yes,No,Employed,Suburban,College,1672552800
57,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,08692104-52f9-4dce-a349-c50e35b58b37,no_churn,0.38469258,0,no_churn,-0.156617790754581,-0.0041038110271438,-0.0625967592927918,2.54297371611756e-05,0.0678545061755539,0.0408805224029492,-0.0235286127876861,0.0135048097910112,Male,56,Yes,Yes,Employed,Suburban,High School or Below,1672552800
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e209239f-4fdf-4dbd-97f8-4683d990012b,no_churn,0.006553928,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Male,40,Yes,Yes,Employed,Suburban,College,1672552800
3,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8f1138ec-3d64-4dd4-9cfe-bd2adfe1a3ef,no_churn,0.47592202,0,no_churn,0.174615789618656,-0.0045793047962069,0.105052507377777,-0.0057145362499068,0.0649525323445323,0.138487051787542,0.0804636061594101,0.103339065110731,Female,68,Yes,Yes,Medical Leave,Rural,High School or Below,1672552800
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,cf57b804-21c3-4133-876b-29445773f46c,churn,0.91542685,1,churn,0.209152205038404,-0.0063884705977534,0.105582049020823,-0.0426433605119655,0.0531259193079677,0.152358124826842,0.056368726560504,0.0834186531765772,Female,32,Yes,No,Employed,Suburban,High School or Below,1672552800
39,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e398d3f0-a030-4b7a-ac7c-176a2e761ec4,no_churn,0.6318063,1,churn,-0.0430284880588351,-0.0033397274039816,0.10586462579311,0.0966164953757288,0.0882905043345454,0.131179812554365,0.141937083018747,0.128453547028821,Female,73,Yes,Yes,Disabled,Urban,College,1672552800
53,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Active,4c59d15d-6770-4e69-bbcd-97fb4be36cf1,churn,0.2057249,1,churn,0.0256522991836254,-0.0050590739159815,-0.0631104147793166,0.0064408114743673,0.0751524145963503,-0.102154626617516,-0.015192297108606,0.0042447398522654,Female,43,Yes,No,Employed,Suburban,High School or Below,1672552800
56,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,608cff6e-d032-459c-bfe3-1ec1d20792b0,churn,0.27993163,1,churn,-0.096484183473467,-0.0057235714668422,-0.0136301938476663,-0.116956286845943,0.0798008329836739,0.0290704034921509,0.0756825067102545,0.0792143403416412,Male,28,No,Yes,Employed,Suburban,Bachelor,1672552800
48,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,42254d15-0302-4c0b-8739-70859b6f95ad,churn,0.29505908,1,churn,-0.135246084877117,-0.0050073140827225,-0.0092130781421201,0.0176541340817857,0.0545900118078407,0.0431438661525135,-0.0050764082894602,0.0801287224355473,Male,36,No,Yes,Employed,Suburban,High School or Below,1672552800
3,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d9cba380-e562-489c-a9fc-4c38d9949759,churn,0.86561584,1,churn,0.174615789618656,-0.0045793047962069,0.105052507377777,-0.0057145362499068,0.0649525323445323,0.138487051787542,0.0804636061594101,0.103339065110731,Female,38,No,Yes,Employed,Rural,College,1672552800
9,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1ab1a50c-501b-4760-89b8-ae6d52f07b6b,no_churn,0.63588935,0,no_churn,0.0184268302495729,-0.0018843155868307,-0.0741533807178666,-0.0498338582949463,-0.0007711368121817,0.0893237545370129,-0.0359392367577493,0.0458051920287107,Male,49,Yes,Yes,Employed,Suburban,College,1672552800
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5e2d7812-4e0f-4f7a-abc4-5c644f1cb54c,no_churn,0.6417057,0,no_churn,0.0462287373215076,-0.0008165105777516,-0.0890305775417618,-0.116128077766098,0.0244283831046504,0.0870392426064927,0.0703903797221573,0.0868622712433898,Male,73,Yes,Yes,Employed,Urban,High School or Below,1672552800
53,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a12287e5-d75d-4ebb-b321-4e99f3c795be,churn,0.4861281,1,churn,-0.18820344894958,-0.0029697703447163,-0.0345344077490699,-0.163211892994468,0.0381105259163086,0.0398055265453149,0.0454527059411702,0.0565246081856093,Female,54,No,No,Employed,Suburban,Bachelor,1672552800
20,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,de0ed14a-94f7-4113-ad62-ce64376e17d2,churn,0.39531302,1,churn,-0.0379990944803648,-0.0023667547536751,-0.0024283149019538,-0.118734045503043,0.0889368770052533,0.0776001625971366,0.0896615219928571,0.0859701634026168,Female,28,No,Yes,Retired,Suburban,College,1672552800
62,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d0e4fbb3-33a9-41a7-83dc-666d5b8688ea,churn,0.4396984,1,churn,-0.0205867331433319,-0.0035232176414137,-0.0100877891307709,0.070961319778612,0.127936111033905,0.0846262138088059,0.103047352885515,0.0986005944540556,Female,55,Yes,No,Employed,Suburban,Bachelor,1672552800
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4a5387c4-4619-47a4-bb65-5f9c6a3559a8,no_churn,0.12898636,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Male,68,No,No,Employed,Suburban,College,1672552800
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,db1b371e-fa5a-4c43-8524-d9abcb007521,churn,0.75760835,1,churn,-0.0011643510587691,-0.0033515911234826,-0.0195969517450703,0.0031269887040343,0.001841299924572,0.108101708181894,0.0851324345461853,0.067550979378484,Male,38,No,No,Medical Leave,Suburban,High School or Below,1672552800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b15d0f4f-23fa-47ee-a7a6-0a98e7fd65ca,churn,0.72541517,1,churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Male,68,No,Yes,Unemployed,Rural,High School or Below,1672552800
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a18e98f2-8138-4c01-8986-a71e6175b11f,churn,0.6224865,1,churn,0.0295748792160793,-0.0013785740432831,0.0936646662917064,0.0610899449510725,0.0364074386326046,0.12547699774881,0.0584059666838857,0.029232535903684,Male,42,No,Yes,Unemployed,Suburban,High School or Below,1672552800
69,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,109aacf8-44b3-426e-abc4-2b1ac63b071c,no_churn,0.11503947,0,no_churn,-0.13018204847474,-0.0018129567948835,0.0260179270135449,0.0169672755982992,0.0073072256271643,-0.199682845665079,-0.0059412448183502,0.0366814691668969,Female,80,No,No,Disabled,Suburban,High School or Below,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,fa766455-368c-47cf-83d0-6624023a7d1f,churn,0.8283438,1,churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,30,Yes,Yes,Employed,Suburban,High School or Below,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a5c85977-3f6f-4ff0-b201-0ee36af64048,churn,0.8770768,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,60,No,Yes,Employed,Suburban,High School or Below,1672552800
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2b3487e7-0af5-4189-973e-366299401f6b,churn,0.6396376,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Male,78,No,No,Disabled,Suburban,High School or Below,1672552800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d91dcb08-9054-4621-a9a9-c2fa560f74ac,churn,0.6469261,1,churn,-0.0490929088305892,-0.003603456713663,0.0644740732423542,0.0699868120628707,0.0164710423789802,0.100792520366886,-0.0206946085539311,0.046632441197089,Male,27,Yes,No,Employed,Rural,Master,1672552800
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,bf67a7bf-108a-4ba5-94de-daa1e3cc4fed,churn,0.62752104,1,churn,-0.0511806382992381,-0.0032275398499223,0.0874679698355885,-0.014083732944764,0.0408034144188604,0.0488662635324271,-0.0035765168416219,0.0249522527094995,Male,60,Yes,No,Employed,Suburban,High School or Below,1672552800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,04913318-0038-4136-a694-446ac4680167,churn,0.6606568,1,churn,0.139772688874195,-0.0028218852629288,-0.0417809144479997,0.0192830842147941,0.0813032548378396,0.148109085489796,0.0468570225021721,0.069561044905854,Female,23,No,Yes,Employed,Urban,College,1672552800
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6e16ed46-b10e-4086-abaa-8643a98398cb,churn,0.8543885,1,churn,0.0593982776080974,-0.0024003367141813,0.0683279208956537,0.0123667112077782,0.0722319181668717,0.0793849755988867,0.0540500015440557,0.0493643885742858,Female,32,Yes,Yes,Employed,Suburban,College,1672552800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,96f88936-e6b6-4e7b-a51e-289370e41785,churn,0.80445087,1,churn,0.042042583365428,-0.0070102345103987,-0.115558094062999,-0.0412216768537837,-0.0309653616376817,0.0950159683557194,-0.120777162174218,0.0103675180127902,Female,61,No,No,Employed,Suburban,Bachelor,1672552800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b0e10ace-94c4-4ac2-a1db-634ca1c16643,no_churn,0.26707742,0,no_churn,-0.274040964616643,-0.0046525302034342,0.0143284768090006,-0.0860723971282141,0.0096197864910664,0.0332915068941611,0.025944050963244,0.0292225830372262,Male,55,No,No,Employed,Suburban,Bachelor,1672552800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,6ae7643d-d1a4-426f-899c-53aebb23b8b1,no_churn,0.1183235,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Female,63,Yes,No,Medical Leave,Urban,Bachelor,1672552800
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,6ddfdd33-f5a0-4d4f-9f9a-a8a9e27573f3,no_churn,0.07100529,0,no_churn,-0.13678809423212,-0.0035182844566452,0.0064725306710943,0.0243374199701793,-0.0179035745607097,-0.101008313725283,-0.0144112207663465,-0.0262066144637356,Female,47,No,Yes,Employed,Suburban,College,1672552800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e40cfac-f394-4050-8cf0-d441785a8642,churn,0.2956406,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,71,No,Yes,Employed,Suburban,Bachelor,1672552800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,da9fbcf7-61ab-4519-9267-110ce411ce58,no_churn,0.35983485,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,78,No,Yes,Employed,Rural,High School or Below,1672552800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,acc77e18-63ce-424f-8075-b05451cc5398,churn,0.5836049,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,35,No,No,Medical Leave,Suburban,College,1672552800
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,18b5e725-f443-4940-8ab9-71d879e56997,no_churn,0.23903401,0,no_churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Female,38,No,Yes,Unemployed,Rural,High School or Below,1672552800
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8dc4af44-bd5a-4236-96b2-9e34432bf471,no_churn,0.3787827,0,no_churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Female,50,Yes,No,Employed,Suburban,High School or Below,1672552800
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,de4c6298-b6e1-4d1d-a517-955892628753,churn,0.6115349,1,churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Male,66,Yes,Yes,Unemployed,Suburban,Master,1672552800
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,85ba8da7-c94f-4b95-8cbd-50ddfa32e765,no_churn,0.13649186,0,no_churn,-0.198403172116819,-0.0040427815598559,0.0307451330072399,0.0245059451791166,-0.0118277738306187,0.0530707641951039,-0.0068371949322954,-0.0053954226944279,Female,71,Yes,Yes,Employed,Rural,College,1672552800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef112abf-9f26-408c-8a12-40bf4975db57,no_churn,0.8170079,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,77,Yes,No,Employed,Suburban,Bachelor,1672552800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e8cdf25-b96b-42bb-8c7d-fde7a50b4d35,no_churn,0.40995142,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,42,Yes,No,Employed,Suburban,Master,1672552800
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a7f4981-248a-480f-a793-95956c15622d,no_churn,0.5352133,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Female,40,No,Yes,Retired,Suburban,College,1672552800
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6cbc4697-9fbb-49db-badb-0cf7d6a62d74,no_churn,0.6562597,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,65,No,Yes,Employed,Suburban,Bachelor,1672552800
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,09fdc747-3905-4785-9d83-beb158e9fe95,churn,0.6181367,1,churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Male,44,No,No,Medical Leave,Urban,College,1672552800
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,441026fd-df83-41c3-9ba5-92f115cbafde,churn,0.4824797,1,churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Female,21,No,Yes,Unemployed,Suburban,Doctor,1672552800
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e07c1b2d-ce8e-427f-9294-c265c8306393,no_churn,0.09995533,0,no_churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,23,Yes,Yes,Retired,Suburban,Bachelor,1672552800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,667a50ec-4ab9-4239-bcf8-fa825a7e14a6,no_churn,0.5685966,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Female,39,No,No,Employed,Suburban,High School or Below,1672552800
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e6cd6729-6736-466d-9b8e-f860383433fc,churn,0.661642,1,churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,32,Yes,No,Unemployed,Suburban,Master,1672552800
48,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,376639cb-e587-421c-b43b-b181d0bc1612,no_churn,0.09832463,0,no_churn,-0.0744432542294998,-0.0027964462381714,-0.0722126880330142,0.0966113205647343,0.042735665351156,0.0681223937526738,-0.0132220010019773,-0.0384878037171984,Female,55,No,Yes,Unemployed,Suburban,College,1672552800
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,402f8e0e-34f9-4d07-ac11-d2bbee74f14d,no_churn,0.33207706,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,49,No,No,Employed,Suburban,High School or Below,1672552800
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4e982461-05c6-4c44-9b3e-728a372561af,churn,0.7276087,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,79,No,Yes,Medical Leave,Suburban,High School or Below,1672552800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,60fb59f1-6b22-4b9c-a8d2-aacef8335770,no_churn,0.70021826,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,68,No,Yes,Employed,Urban,Bachelor,1672552800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f93c3b8f-7161-415b-ba36-23ae1e0e741f,no_churn,0.54097,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,61,Yes,Yes,Unemployed,Suburban,Bachelor,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cbcdc464-450c-40aa-9cd5-e825f8f7bb8f,churn,0.8979675,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,61,Yes,No,Employed,Rural,Bachelor,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5e8b208-f685-4013-a433-47a1281d2ea6,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,77,No,No,Unemployed,Urban,Master,1672552800
71,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e386ea48-8666-4174-809c-76dfd95430ae,no_churn,0.0256928929999999,0,no_churn,-0.219782020389175,-0.0046679132840108,-0.0288624032455436,0.0090736152597673,-0.0035632103080206,0.0441653500179018,-0.018713850467011,-0.0326757172302677,Male,77,No,No,Employed,Suburban,College,1672552800
52,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,2f9bc278-0b16-4d95-9261-408c01ffe182,no_churn,0.05466835,0,no_churn,-0.0870963488142479,-0.0049141121773664,2.6669035391933e-05,0.0359747598961257,0.0077427588754699,-0.124863341536252,-0.0164814638234929,-0.0253674534530182,Female,37,Yes,No,Unemployed,Suburban,College,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,09044f9d-5fb6-4b3f-917d-222b3a8e36e3,no_churn,0.8189327,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,66,No,No,Medical Leave,Suburban,High School or Below,1672552800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e19dd629-fef7-4991-a417-b6bbc3e19c22,churn,0.4828979,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,61,No,No,Employed,Urban,Bachelor,1672552800
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8bbfe740-5feb-4571-ad5b-7c2ca873eb3e,no_churn,0.18667726,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,73,No,Yes,Employed,Suburban,Bachelor,1672552800
70,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,c4e43d8f-4646-40f6-b999-c7641bc8001e,no_churn,0.006790337,0,no_churn,-0.0643370917512766,-0.0029392126710718,-0.0008897189582603,-0.0359700592513218,-0.0011914035378777,-0.117290975969431,-0.0211791146230643,-0.0252285751591989,Female,31,No,No,Unemployed,Urban,College,1672552800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b91f84ea-e550-4719-9490-b5fe684bdcbe,no_churn,0.26707742,0,no_churn,-0.274040964616643,-0.0046525302034342,0.0143284768090006,-0.0860723971282141,0.0096197864910664,0.0332915068941611,0.025944050963244,0.0292225830372262,Female,67,No,No,Employed,Suburban,College,1672552800
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,f19edd05-6a17-46c5-9cc4-ca56b85a973d,churn,0.21233486,1,churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Female,59,No,No,Unemployed,Suburban,Bachelor,1672552800
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,17657ff6-0bf5-40f5-bfa6-1efd51a3bb12,no_churn,0.017206728,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Female,21,Yes,Yes,Unemployed,Rural,College,1672552800
19,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,b7726fea-9114-4798-8039-30471b0e927f,no_churn,0.30214307,0,no_churn,0.0283392920126789,-0.00744756407772,-0.0400903525394096,-0.0434219523555111,0.139923956945604,0.0815927994582125,0.0621768907634577,0.104900781400866,Male,69,No,Yes,Unemployed,Suburban,Master,1672552800
44,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,61c20f2a-6ab9-4b1d-9dbd-98e70ec18b9b,churn,0.43429476,1,churn,-0.202106264493459,0.0223993024932406,-0.012821038449515,-0.0050780289825297,0.0155688115535031,0.0454716070500717,-0.0251033740215507,-0.0373571657989668,Male,33,No,No,Employed,Suburban,High School or Below,1672552800
53,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,068b2288-b5e1-4d56-82c7-3a035bae8570,churn,0.03814005,1,churn,-0.109768602657441,-0.0049690444353655,-0.0444528382149474,-0.0613720363100765,0.0213232100807181,0.0273517703066863,-0.0450312632913482,-0.0521073463268658,Male,67,No,No,Unemployed,Rural,Bachelor,1672552800
53,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,38f736fc-ed30-4e94-bc8a-2e2568f20937,churn,0.2057249,1,churn,0.0082615802597638,-0.0026996846164729,-0.0664185517356099,0.0526938692571275,0.135718755184853,0.0905160537960728,0.0620358424600817,0.0908659861619435,Female,44,No,No,Employed,Suburban,Doctor,1672552800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,ea4a5113-dcf5-47cc-a1e5-a01eb1d142dc,churn,0.036213055,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Female,67,No,No,Unemployed,Suburban,Bachelor,1672552800
53,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,06146ebc-6ce6-4869-b5dc-52f6a23a5af1,churn,0.03814005,1,churn,-0.0423033376874627,-0.0035948495335833,-0.0124604064048071,-0.0599749160213104,0.0218045686803088,-0.0935168261466606,-0.027922717407564,-0.0420576672124661,Female,44,No,Yes,Employed,Urban,High School or Below,1672552800
39,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,bfded43a-8693-4c93-97ea-e9943586046b,no_churn,0.032254774,0,no_churn,-0.0161515908315959,-0.0096428410250882,-0.0140157336099946,-0.0882049064368948,-0.0109140238284908,-0.0896158641370584,-0.0109691703882435,-0.0295120223407047,Male,79,No,No,Unemployed,Suburban,College,1672552800
71,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,196f34e1-0c55-4b23-bca3-0856ffcdafcd,no_churn,0.0256928929999999,0,no_churn,-0.137927246202598,-0.0037869613929433,-0.0130794637909593,0.0201439305645544,-0.0075012039357898,-0.0875782875876439,-0.0189120305412689,-0.0203848889241089,Male,43,No,No,Medical Leave,Suburban,College,1672552800
66,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,02c464b0-e483-4460-be3c-df414a6010cf,no_churn,0.0953603,0,no_churn,-0.0737475484358128,-0.0002374782676815,0.0354216949702731,0.0330544731553891,0.0798949827359138,0.093628880833221,0.0463762867331206,0.0610865311943871,Female,50,Yes,No,Unemployed,Suburban,High School or Below,1672552800
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8df99c9d-bafe-4d02-88fb-8a06a003298f,no_churn,0.6562597,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,73,No,No,Unemployed,Suburban,Bachelor,1672552800
60,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,a30626db-3146-446f-952e-dceed5692961,no_churn,0.006348248,0,no_churn,-0.0572276200614942,-0.0020703683114697,0.0020091563237656,-0.0035670653068154,-0.027610886256225,0.0514766862187025,-0.0410429715074315,-0.0409930828719552,Male,78,No,Yes,Unemployed,Urban,Doctor,1672552800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,57152e6c-d8da-4895-b8c2-bbac11bd230d,no_churn,0.15921727,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,61,No,No,Employed,Suburban,College,1672552800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6f968c1a-2dc2-43fa-81ac-fb094cdc64e2,churn,0.29938555,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,69,No,No,Employed,Suburban,College,1672552800
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,5e53875f-b9fb-4dd5-984e-60b3c38d6ba6,no_churn,0.0056314769999999,0,no_churn,-0.16896427354478,-0.0021246313002666,-0.0048775910078893,0.0128179168266888,-0.0957069269640305,0.0502498251194629,0.0798376248178556,0.0530752393859893,Male,34,No,Yes,Employed,Suburban,High School or Below,1672552800
32,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c024a049-29f6-4b93-befa-264edf5f8ea2,no_churn,0.0057248753,0,no_churn,-0.075025721055199,-0.010697321021671,-0.010060096369707,-0.147889818880503,-0.0253349814670036,0.0417468580459626,-0.0193480821224329,-0.0224169886146774,Male,59,No,No,Employed,Urban,High School or Below,1672552800
27,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,005f1c4f-9547-4cb0-a368-77b66e1b1a98,no_churn,0.07717748,0,no_churn,-0.0812344943412244,-0.009735078434478,-0.0323780042249381,-0.0635504752822817,0.007915403977222,0.0417318072154375,-0.0617104302913048,-0.0700648795789857,Male,50,No,Yes,Unemployed,Suburban,Bachelor,1672552800
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,81cd1b44-fdfa-4f42-90ec-d892a1abcbac,no_churn,0.004995793,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Female,59,Yes,No,Disabled,Suburban,Master,1672552800
71,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,88ebf096-32cc-4937-89b7-ccd5b1b3ebbd,no_churn,0.0073339621999999,0,no_churn,-0.11303260723475,0.0631399718866509,0.0459914767694908,0.0346315773819003,-0.0378983572712161,0.102157085014971,0.119367540615859,0.0566171675483974,Female,37,No,No,Medical Leave,Suburban,College,1672552800
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,875cfee3-a67a-497c-a041-2572acd89ac1,no_churn,0.0114587139999999,0,no_churn,-0.0564531407228605,-0.0076582258768939,-0.0285117611784153,-0.102579606151485,0.0113372981611792,0.0485575850100758,-0.0638011756391461,-0.0699171262978597,Male,79,No,Yes,Employed,Rural,High School or Below,1672552800
58,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,44b53e3d-0fff-492e-a10e-ddca4beb6548,no_churn,0.012332151,0,no_churn,-0.122599261892292,-0.0084585806806717,-0.0217886261204694,-0.0290669252521001,-0.0448449224182149,0.0281297647438987,-0.0299098074396442,-0.0204877931703413,Male,25,No,Yes,Unemployed,Rural,Bachelor,1672552800
42,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,37cf5bc1-7693-44e6-be63-9a16f8a2e23a,churn,0.250534,1,churn,-0.0400668828365269,-0.0054989784264762,0.0052980424988345,-0.122439822471524,0.0188980074845312,0.06098224254878,-0.0458362265843788,-0.0653625341588667,Male,26,Yes,Yes,Unemployed,Rural,Bachelor,1672552800
57,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1a3a1a06-8943-4c76-99ae-c3a0024964dd,no_churn,0.38469258,0,no_churn,-0.156617790754581,-0.0041038110271438,-0.0625967592927918,2.54297371611756e-05,0.0678545061755539,0.0408805224029492,-0.0235286127876861,0.0135048097910112,Male,59,No,Yes,Medical Leave,Suburban,College,1672552800
39,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7070252a-dfb3-402a-8619-74867e7eef74,no_churn,0.6318063,1,churn,-0.0430284880588351,-0.0033397274039816,0.10586462579311,0.0966164953757288,0.0882905043345454,0.131179812554365,0.141937083018747,0.128453547028821,Female,53,No,Yes,Unemployed,Suburban,College,1672552800
30,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,50900e3b-abf3-4f0b-8a9a-41d1a99a54ae,no_churn,0.09483628,0,no_churn,-0.0581025809527273,-0.0033786756375047,-0.0138342392107915,-0.0494369115061272,-0.0748318491154532,-0.10802919113612,0.0439429960602228,0.0346442983898032,Female,28,No,Yes,Employed,Suburban,College,1672552800
70,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,30f2e93b-ff42-4c6a-aeb7-acecb55ba1bf,no_churn,0.08300264,0,no_churn,-0.169857992161169,-0.0029933552961801,0.0631882720436306,0.0178009125980361,0.0346399126055257,0.0830072688527934,3.42632725551084e-05,0.0772974264494223,Female,36,No,No,Unemployed,Urban,Bachelor,1672552800
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3c17698f-8532-4f11-ae83-bd9b13a1e33e,no_churn,0.6562597,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,49,No,Yes,Unemployed,Suburban,Bachelor,1672552800
52,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,8d151207-7024-47f1-836f-733e2d11514f,no_churn,0.020298986,0,no_churn,-0.0515543929422074,-0.0079253624658485,-0.0188095748256546,-0.0243950859273718,0.0132326313556586,-0.111124992975138,-0.0248648122150007,-0.0435845629407049,Male,80,Yes,No,Employed,Suburban,Master,1672552800
66,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,27297d6f-7806-42fb-b78b-b4f83a03cf8f,no_churn,0.0953603,0,no_churn,-0.0737475484358128,-0.0002374782676815,0.0354216949702731,0.0330544731553891,0.0798949827359138,0.093628880833221,0.0463762867331206,0.0610865311943871,Female,65,No,Yes,Unemployed,Suburban,College,1672552800
71,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,7bbbc981-4725-4c28-acc9-2af71a2aa23d,no_churn,0.0073339621999999,0,no_churn,-0.11303260723475,0.0631399718866509,0.0459914767694908,0.0346315773819003,-0.0378983572712161,0.102157085014971,0.119367540615859,0.0566171675483974,Female,37,No,No,Employed,Suburban,College,1672552800
32,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,33770c2f-0886-480d-af71-a57b535127ab,no_churn,0.088944174,0,no_churn,0.008161892542439,0.0002904947584102,-0.0419814476254441,0.0713014585130395,0.108034595443296,0.0892770803276289,0.068947183942073,0.0986092617471331,Male,31,No,No,Unemployed,Urban,Bachelor,1672552800
5,Yes,No,Low Speed,In_Store_Support,One year,<50hrs,Active,7322bd6d-9f6d-4652-8873-22885e91782b,churn,0.25592658,1,churn,0.107876698222462,8.40526383035467e-05,0.0344505798028149,0.0126939530002528,0.0214915019551335,-0.0777517305823494,0.133306975615305,0.098821820126177,Female,77,No,No,Unemployed,Rural,College,1672552800
53,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Active,98bfd2d6-0424-4669-b39b-e184c7769997,churn,0.2057249,1,churn,0.0256522991836254,-0.0050590739159815,-0.0631104147793166,0.0064408114743673,0.0751524145963503,-0.102154626617516,-0.015192297108606,0.0042447398522654,Male,59,No,No,Employed,Urban,Bachelor,1672552800
39,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,da3b456b-e0b4-4bd4-8806-2bc2f2663161,no_churn,0.6318063,1,churn,-0.0430284880588351,-0.0033397274039816,0.10586462579311,0.0966164953757288,0.0882905043345454,0.131179812554365,0.141937083018747,0.128453547028821,Female,41,No,No,Employed,Urban,College,1672552800
37,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5249b313-7a40-4487-9f5c-08ede48f49cc,churn,0.20254013,1,churn,0.0822047887402004,0.200433062864331,0.0750402133119359,0.0668145113257378,0.0693865667380305,0.144799958092367,0.0188592327851847,0.0134355208316992,Male,76,No,No,Employed,Suburban,High School or Below,1672552800
51,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,b2b59eef-b74e-431f-9208-32394d2585fe,no_churn,0.20019229,0,no_churn,-0.0418057949485137,-0.0018679967116258,0.0579374189099598,0.103689078476727,0.0781648739112097,0.107343593636069,0.0466276082233253,0.0108850748503937,Female,55,No,Yes,Unemployed,Suburban,Doctor,1672552800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7f1d4391-face-49b6-adb5-9f7f944b8bb2,no_churn,0.35826412,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,40,Yes,Yes,Medical Leave,Suburban,Bachelor,1672552800
61,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,a79bdd7e-9eda-4fb0-9c7c-2fe4aabd68a5,no_churn,0.059273034,0,no_churn,-0.0288132036058141,0.0009906839713585,0.0308459860581024,0.15791236293463,0.124821098217617,0.0913394924935892,0.15852598139707,0.105351452546875,Female,43,No,No,Employed,Rural,High School or Below,1672552800
3,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8a9725c5-3723-4d76-bc3f-dca80cba500c,no_churn,0.47592202,0,no_churn,0.174615789618656,-0.0045793047962069,0.105052507377777,-0.0057145362499068,0.0649525323445323,0.138487051787542,0.0804636061594101,0.103339065110731,Female,41,No,No,Disabled,Suburban,College,1672552800
51,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1261ccf0-68cf-42b6-8774-26f8fca3fe7e,no_churn,0.047199883,0,no_churn,-0.0980793506675672,-0.0110555045060164,0.0181712364832992,-0.0638775020977391,-0.0557190430203581,0.0362987737667208,-0.0222963460185565,-0.0291350824186974,Male,23,No,Yes,Unemployed,Suburban,College,1672552800
70,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,f2f0b35a-0aa0-494d-9b40-525e08d71f1e,no_churn,0.01446186,0,no_churn,-0.171450072099306,-0.0232675050960369,-0.0105006341418265,-0.0303322129070602,-0.0842285214708408,0.0418133903503712,0.0092701018946445,0.0296693009044975,Male,40,No,Yes,Employed,Urban,Bachelor,1672552800
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8af98747-6977-40d0-a0c0-dc3a22454fbc,no_churn,0.5352133,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Male,31,No,No,Employed,Suburban,Bachelor,1672552800
16,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,91eedf49-35b2-49a9-874e-d145ad5171cb,no_churn,0.2244506,0,no_churn,-0.0292851178863656,-0.007269015004208,0.0009054231101572,-0.113549082939826,-0.0660536758197804,0.0263091273297141,-0.038890326512128,-0.0331934835637093,Male,66,No,No,Employed,Suburban,College,1672552800
42,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d85d29cc-8e7a-429c-84aa-7a7c112710a7,churn,0.250534,1,churn,-0.0400668828365269,-0.0054989784264762,0.0052980424988345,-0.122439822471524,0.0188980074845312,0.06098224254878,-0.0458362265843788,-0.0653625341588667,Male,73,Yes,Yes,Employed,Suburban,Doctor,1672552800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,368e32f6-333a-4bf7-9ce6-964c72c6119b,no_churn,0.30714807,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,37,Yes,Yes,Employed,Suburban,Bachelor,1672552800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,20d12fbd-bb84-4409-a59c-5eee301700da,churn,0.72541517,1,churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Male,38,No,No,Unemployed,Suburban,Bachelor,1672552800
13,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,ba9c5a9f-f430-46fa-8468-03564f8e26d3,churn,0.37711596,1,churn,0.0580118992656616,0.0565761631095847,0.0340257809105969,-0.138694620799492,-0.126734846236413,0.0825724715618571,0.039666540447979,0.055550458830362,Male,69,No,No,Employed,Rural,Master,1672552800
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,98aaf755-4348-40d8-8717-e4f41d0e0cd0,churn,0.4824797,1,churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Female,57,Yes,No,Unemployed,Rural,High School or Below,1672552800
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e9952311-d82e-45f7-8186-d92773a50212,churn,0.59792954,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,40,Yes,Yes,Employed,Suburban,College,1672552800
72,No,No phone service,Low Speed,Phone_Support,Two year,<50hrs,Active,56fd7660-9ac2-489f-b714-b78545f5b3cc,no_churn,0.0053706319999999,0,no_churn,-0.139694362410414,-0.0007764114198425,-0.0069409631270855,-0.0070074667530479,0.0206273013165446,-0.181140724931661,0.0186599817611431,0.037246494384326,Male,78,Yes,No,Unemployed,Suburban,College,1672552800
54,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bedd067e-83c5-4c9d-82fc-ed7ba61edff8,no_churn,0.030768162,0,no_churn,-0.125454327955113,-0.007595802900978,-0.0359950167088936,-0.0164248029913324,-0.0540462573456352,0.024421621729125,-0.0294154894471921,-0.0245160764374304,Female,59,No,No,Employed,Suburban,High School or Below,1672552800
65,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,2ad4cfdf-93a1-4fdf-bf21-29243488186c,no_churn,0.088911064,0,no_churn,-0.0860185848988294,-0.0027710048632434,-0.008179923105672,-0.0199923530814157,-0.053019200591043,-0.1254773879812,0.000169457269053,0.0262628441418883,Male,43,No,No,Employed,Suburban,Bachelor,1672552800
51,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2f615754-0677-49d0-8d9e-c37d7f28934b,no_churn,0.009741554,0,no_churn,-0.115158848014544,-0.0050454999502835,-0.0577520110474324,-0.0554453612856559,0.0134673034885418,0.0371427437665079,-0.0421348966473851,-0.0440995814303823,Male,42,No,No,Unemployed,Suburban,Bachelor,1672552800
64,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,645fe229-fd31-4a9a-9b65-09c04d103bd7,no_churn,0.11535233,0,no_churn,-0.169080398329515,-0.0048857032635351,0.0131362296028873,0.0474989798901879,0.0981182507521953,0.0525782944639831,0.0376450063671654,0.0439631939508672,Female,66,No,No,Employed,Suburban,Master,1672552800
39,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,65c44c5f-6e58-4fd0-8638-fa298e19317a,no_churn,0.13177049,0,no_churn,-0.0575692452491341,0.021529297240504,0.0112655373307723,-0.0392420876257517,0.002108515951719,-0.181751890898239,0.0027630795630454,0.0218706396464995,Male,80,No,Yes,Employed,Suburban,Bachelor,1672552800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,37477b78-c5f5-45dc-bec8-c1966c91a1b5,no_churn,0.35826412,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,29,No,No,Employed,Urban,College,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,38ce21e5-7d1a-4e5d-a7d5-0a5c1487305e,churn,0.8979675,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,50,No,No,Employed,Suburban,High School or Below,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4591c2ef-201b-4937-8be9-5c6582058c98,churn,0.8770768,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,38,No,No,Employed,Suburban,Bachelor,1672552800
39,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a6affb21-39db-4846-abf3-8436a624fd3e,no_churn,0.6318063,1,churn,-0.0430284880588351,-0.0033397274039816,0.10586462579311,0.0966164953757288,0.0882905043345454,0.131179812554365,0.141937083018747,0.128453547028821,Female,29,No,No,Employed,Rural,High School or Below,1672552800
39,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,86767463-1af7-45f5-960f-04df3cb7913f,no_churn,0.091716915,0,no_churn,0.147172530049693,0.202104367119873,0.0933898883478423,0.0173721497500355,0.0433594493850796,0.145593892925949,0.0171418357756874,0.0165064073904068,Male,26,No,No,Employed,Suburban,High School or Below,1672552800
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,056515e6-cbda-4fdf-8144-56e20343f2a3,no_churn,0.41119403,0,no_churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,69,No,Yes,Employed,Rural,Master,1672552800
21,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a523c1cc-7803-47f5-baa7-962517098efc,no_churn,0.036366414,0,no_churn,0.180969835718452,0.0045277999000245,0.0591562710140533,0.0899479766443437,0.135655653222238,0.124149658225051,-0.005296724120335,0.0209467171124561,Female,61,Yes,No,Employed,Suburban,College,1672552800
27,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,c40f0b7f-5329-4f4a-b4b9-f69feaedb6c2,no_churn,0.0262012329999999,0,no_churn,-0.0654168684296018,-0.005162049967912,-0.0250887612115639,-0.0285373245859773,-0.0299586705840465,-0.0710016576707676,-0.0208039425252536,-0.023056877537756,Female,36,Yes,No,Employed,Suburban,High School or Below,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a332c69d-7413-4e57-b26b-e500b2a4dba3,no_churn,0.8189327,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,79,No,Yes,Employed,Suburban,College,1672552800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b934363d-c0e8-4dac-91f6-42e62d657592,churn,0.72541517,1,churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Female,54,No,No,Unemployed,Suburban,High School or Below,1672552800
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,47148e31-a8fe-4d6d-8045-e3baea146ff1,churn,0.6181367,1,churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Female,20,Yes,No,Employed,Rural,Bachelor,1672552800
59,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,76a0b6e9-60cd-4552-9585-6979bfd4e00e,no_churn,0.10201503,0,no_churn,-0.0229632446916093,-0.0040032063747275,0.0298290172219913,0.0977826112082402,0.124904390908068,0.0920988655730798,0.140355292956192,0.118970128209476,Female,53,No,No,Employed,Rural,Bachelor,1672552800
71,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,db0a071b-4616-4c3d-851e-e229b70ea161,no_churn,0.006746459,0,no_churn,-0.201038772206034,-0.001914054936933,0.0131403213973635,-0.0229496312453011,0.0520928945385685,0.0563641192077921,-0.0017366764660528,0.067015646256932,Male,64,No,No,Employed,Urban,Bachelor,1672552800
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,26878812-7082-4651-83ba-2c4e681dc5c1,churn,0.6396376,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Male,32,Yes,Yes,Employed,Suburban,High School or Below,1672552800
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,45ea7bc5-50ac-4b7d-b6f3-935c25bcdac0,churn,0.21233486,1,churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Female,47,No,Yes,Unemployed,Suburban,Bachelor,1672552800
61,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,7af76284-fad2-4338-a762-a20a109849da,no_churn,0.070194505,0,no_churn,-0.0465307234821966,-0.0032847973561547,-0.0110627544540375,0.0371946148780853,0.105357411964178,0.0896755224575099,0.0623350039706929,0.0872895738807528,Female,62,No,Yes,Unemployed,Rural,High School or Below,1672552800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ddd00e16-1e58-400f-ba9e-28b459702382,churn,0.72541517,1,churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Male,23,No,Yes,Disabled,Suburban,High School or Below,1672552800
2,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2a563758-2da4-4030-9824-3f4d2b461dda,no_churn,0.23971793,0,no_churn,0.178468831685204,-0.0097477521188557,-0.0276459818511102,-0.082014444577926,-0.0766344108100293,0.0987217679940931,-0.0475387314626277,-0.0409637079103049,Female,62,No,Yes,Employed,Urban,College,1672552800
16,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c05203c1-40d7-4011-ac8d-38ff55954043,no_churn,0.12772506,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Female,34,No,Yes,Employed,Suburban,College,1672552800
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,529d613d-9ca0-46b7-821e-4c1d6b0d5786,churn,0.655549,1,churn,-0.0054354830882425,-0.026040509592658,-0.0292003359772934,-0.0403428697686217,-0.13668829846783,0.0960785301571513,0.0831069330489344,0.0294958826426432,Male,49,Yes,No,Employed,Suburban,College,1672552800
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94a499b7-947e-466e-92d4-1c58d77a98f9,no_churn,0.009999314,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,38,Yes,No,Employed,Suburban,Bachelor,1672552800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a844889-d127-4943-805d-1bb20cdfd0fd,churn,0.62554353,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,25,No,No,Employed,Suburban,High School or Below,1672552800
18,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8d73eee9-4d30-4651-9227-f54f47280d3a,no_churn,0.27500242,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Male,60,Yes,No,Employed,Suburban,Doctor,1672552800
26,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,afa1411f-1a61-4ef9-8a1a-8061adfa07ed,no_churn,0.07560602,0,no_churn,0.108658811692758,-0.0046876449146293,0.116599794134472,0.0696980924216768,0.0770340243087139,0.100063382395847,-0.0109071242839854,0.014514515908686,Male,56,No,Yes,Employed,Suburban,Bachelor,1672552800
39,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,b78e8594-bc7d-4721-b265-bef2982d8721,churn,0.6318063,1,churn,-0.0430284880588351,-0.0033397274039816,0.10586462579311,0.0966164953757288,0.0882905043345454,0.131179812554365,0.141937083018747,0.128453547028821,Female,30,Yes,No,Employed,Suburban,Bachelor,1672552800
21,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,311739ca-9469-4371-a2de-db464d2c7686,no_churn,0.036366414,0,no_churn,0.180969835718452,0.0045277999000245,0.0591562710140533,0.0899479766443437,0.135655653222238,0.124149658225051,-0.005296724120335,0.0209467171124561,Female,41,No,Yes,Employed,Urban,College,1672552800
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1fbcb1d5-bf05-496c-a2e9-358e72c881fa,churn,0.4824797,1,churn,0.0036883346787544,-0.0033323977148211,-0.0384353878299225,0.124405463698176,0.0141933817450808,0.0378410593772059,0.0014602930861747,0.0012351272199884,Male,21,No,Yes,Employed,Suburban,Master,1672552800
12,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,81c98d4f-f869-4c50-96f7-4575c884df52,no_churn,0.0114587139999999,0,no_churn,-0.0230617954814897,-0.005950688511366,-0.0114500342408791,-0.0493223101943294,0.0094296138854042,-0.113989975991444,-0.0318834469160538,-0.0427975155559397,Male,67,No,No,Unemployed,Rural,Bachelor,1672552800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a27a0a22-a170-4063-a370-0d8355296bf9,no_churn,0.26707742,0,no_churn,-0.274040964616643,-0.0046525302034342,0.0143284768090006,-0.0860723971282141,0.0096197864910664,0.0332915068941611,0.025944050963244,0.0292225830372262,Female,73,Yes,No,Employed,Suburban,High School or Below,1672552800
13,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,9e9f5f7b-e798-41d4-9111-b3903bbc62d5,churn,0.37711596,1,churn,0.0580118992656616,0.0565761631095847,0.0340257809105969,-0.138694620799492,-0.126734846236413,0.0825724715618571,0.039666540447979,0.055550458830362,Male,74,No,Yes,Employed,Suburban,Bachelor,1672552800
27,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e02140fb-0488-4827-bd75-f0f462718399,no_churn,0.0262012329999999,0,no_churn,-0.105217976331014,-0.0144428381030593,-0.0583072551809891,-0.0353886746764146,-0.0366350498355495,0.0349496104616991,-0.0352469576310522,-0.0187370100243606,Female,25,No,No,Unemployed,Urban,High School or Below,1672552800
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,31c691ed-a783-4438-abc2-1529aed2dc6e,no_churn,0.11503947,0,no_churn,-0.111023374726528,-0.0028317949137772,0.0812758899775462,0.0362533528133144,0.0598069661594308,0.0963610754347291,0.0031770357303958,0.0509308939632137,Male,28,Yes,No,Employed,Suburban,Bachelor,1672552800
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,de72ba24-fd04-42c6-8125-4d02dce0aa3e,churn,0.21233486,1,churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Male,32,Yes,No,Unemployed,Suburban,High School or Below,1672552800
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,c98f9ed5-5402-429b-9607-180e7cd7d0f2,no_churn,0.033024665,0,no_churn,-0.0742212571989921,-0.0038580195121903,0.0390498946834122,0.0664189577973229,-0.112151242282757,0.0570071651721218,0.0019345654839889,-0.0074919296343978,Male,45,No,No,Unemployed,Urban,High School or Below,1672552800
15,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,a9887993-bad2-47dd-abef-352a67d85007,churn,0.56734604,1,churn,-0.0367176888151379,-0.007274902662466,-0.0361076813657155,-0.0813999028819671,-0.108552398676798,0.0551280560846316,-0.0586804173841392,0.0436264048188581,Female,52,No,Yes,Unemployed,Suburban,Doctor,1672552800
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,33d606cd-f652-47da-8415-dce23ccb1d8b,no_churn,0.33207706,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,48,Yes,Yes,Employed,Rural,Bachelor,1672552800
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ddfb65fd-2df7-474a-b2dd-2a943ac99bea,churn,0.63067186,1,churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,69,No,Yes,Employed,Rural,High School or Below,1672552800
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,11c6f71c-87ac-425b-916f-c539c241b738,no_churn,0.0056314769999999,0,no_churn,-0.16896427354478,-0.0021246313002666,-0.0048775910078893,0.0128179168266888,-0.0957069269640305,0.0502498251194629,0.0798376248178556,0.0530752393859893,Male,77,No,Yes,Unemployed,Rural,High School or Below,1672552800
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,db5e3b9a-a266-4910-8fc0-90c982c38725,no_churn,0.0019508629,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Male,30,No,No,Unemployed,Suburban,Bachelor,1672552800
16,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,453c3a6e-a407-427b-bbbe-53ea940fcb25,no_churn,0.019833425,0,no_churn,0.0708421043724683,-0.0034438810076972,0.0190986589697786,0.007782255300026,-0.0363820399975884,0.0913003121070232,-0.0223468263778886,-0.0234164101105034,Female,35,No,No,Employed,Suburban,Bachelor,1672552800
64,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,8d90f58f-93d2-45f7-8492-237ef00f0014,no_churn,0.004995793,0,no_churn,-0.0556545139703757,-0.002759824457662,-0.0452339388107248,-0.0160436051602482,-0.0224035169749186,-0.102953985014192,-0.0119944628000666,-0.0119823052727042,Female,28,Yes,No,Employed,Urban,High School or Below,1672552800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e8581eb-f376-4e5c-83d8-1b3baf358934,churn,0.2956406,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,22,No,No,Employed,Urban,Bachelor,1672552800
72,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0a7955e4-34ca-43b4-a471-0dcb8ab71c2e,no_churn,0.0017944479,0,no_churn,-0.0484238958506102,-0.0010080077267957,0.0191014703621476,-0.0050986728686621,0.0271432481092961,0.0668729330295082,-0.0066005726052026,-0.0110126548370317,Male,43,Yes,Yes,Employed,Suburban,College,1672552800
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,339efba2-aa0f-4931-b638-2bfc12726f1f,no_churn,0.23007989,0,no_churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Female,28,No,Yes,Employed,Urban,College,1672552800
3,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a57596d7-f7ed-4fc0-a691-6168154f2156,no_churn,0.47592202,0,no_churn,0.174615789618656,-0.0045793047962069,0.105052507377777,-0.0057145362499068,0.0649525323445323,0.138487051787542,0.0804636061594101,0.103339065110731,Male,49,No,No,Employed,Urban,High School or Below,1672552800
70,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,a2014772-f1a0-4086-8d0c-6e929a1eb0b5,no_churn,0.01446186,0,no_churn,-0.171450072099306,-0.0232675050960369,-0.0105006341418265,-0.0303322129070602,-0.0842285214708408,0.0418133903503712,0.0092701018946445,0.0296693009044975,Male,44,No,No,Employed,Suburban,High School or Below,1672552800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a07bcb59-2e6a-4802-8df8-895288f5d70b,churn,0.29938555,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,42,No,Yes,Medical Leave,Suburban,College,1672552800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,366664f5-841f-4de6-8735-0fac75ea4732,no_churn,0.35826412,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,46,No,Yes,Employed,Urban,College,1672552800
62,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,d1923e0f-28e7-4e84-a875-6ad990a7946b,no_churn,0.03413707,0,no_churn,-0.303627033243292,-0.0033448333572732,-0.0407594173155075,-0.0329453564760888,0.0123908037782075,0.033911819560285,0.0301632035241436,0.0351846616302827,Male,54,Yes,No,Employed,Rural,Bachelor,1672552800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,852dd684-f5d8-499f-b3a4-1bb869be9606,churn,0.29938555,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,42,Yes,Yes,Employed,Suburban,Master,1672552800
3,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,023949f8-5f3b-41aa-858d-5111d223e4f1,churn,0.86561584,1,churn,0.174615789618656,-0.0045793047962069,0.105052507377777,-0.0057145362499068,0.0649525323445323,0.138487051787542,0.0804636061594101,0.103339065110731,Male,33,No,No,Employed,Suburban,Bachelor,1672552800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c07576c-4fdb-4cb9-8c1e-513e86a74722,churn,0.29938555,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,49,Yes,No,Disabled,Rural,College,1672552800
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,ebd4e2e5-f41c-49db-9d88-0a01e56eb72b,churn,0.655549,1,churn,-0.0054354830882425,-0.026040509592658,-0.0292003359772934,-0.0403428697686217,-0.13668829846783,0.0960785301571513,0.0831069330489344,0.0294958826426432,Female,55,No,No,Retired,Suburban,High School or Below,1672552800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,817ec3fd-b8ed-4117-a776-68fedd2386ea,no_churn,0.35983485,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,64,Yes,Yes,Disabled,Rural,Bachelor,1672552800
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,08f9d23b-58b7-43c3-89ed-102efde607e3,no_churn,0.0045035629999999,0,no_churn,-0.104919580351298,-0.0047083344766861,-0.052885357899072,-0.0434200402796068,-0.0296129484883795,0.034540969910904,-0.0186378691932441,-0.0493829909395208,Male,77,No,Yes,Employed,Suburban,College,1672552800
53,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,e197e55c-5b46-4845-88c5-a506a9cda64b,churn,0.03814005,1,churn,-0.0423033376874627,-0.0035948495335833,-0.0124604064048071,-0.0599749160213104,0.0218045686803088,-0.0935168261466606,-0.027922717407564,-0.0420576672124661,Female,29,No,Yes,Employed,Suburban,High School or Below,1672552800
72,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,093a7d71-c2a3-4523-8d36-96080bd16fb7,no_churn,0.016738432,0,no_churn,-0.138011855739223,-0.0029638376434468,-0.0030715158503517,0.0027120730953993,0.0352308478649592,-0.180152687065151,0.0367124537043287,0.0405183716949977,Female,56,Yes,Yes,Unemployed,Urban,College,1672552800
17,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,8867179b-017d-4908-8c46-ca3b8e49a9c6,churn,0.21447535,1,churn,-0.0462283664137976,-0.0085515847444912,-0.116385429019028,-0.0237920481807304,0.05416120406564,0.0613650452683396,-0.0486525468562649,-0.0009424276443678,Male,27,No,Yes,Unemployed,Suburban,High School or Below,1672552800
56,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a880b144-bc11-4b6c-b16b-afe32d7e0002,no_churn,0.015284616,0,no_churn,-0.105368416322453,-0.007090721649547,-0.018851110692658,-0.0499779427582507,-0.0344338630348465,0.0231243542057563,-0.0240350681463496,-0.0323933848112483,Female,34,Yes,No,Employed,Suburban,Bachelor,1672552800
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,269d3276-3188-40ab-b112-bd35f004add8,churn,0.655549,1,churn,-0.0054354830882425,-0.026040509592658,-0.0292003359772934,-0.0403428697686217,-0.13668829846783,0.0960785301571513,0.0831069330489344,0.0294958826426432,Male,21,Yes,No,Employed,Suburban,Bachelor,1672552800
53,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ba09c391-1343-4e59-a104-702228d766c1,churn,0.2057249,1,churn,0.0082615802597638,-0.0026996846164729,-0.0664185517356099,0.0526938692571275,0.135718755184853,0.0905160537960728,0.0620358424600817,0.0908659861619435,Male,56,No,Yes,Employed,Urban,High School or Below,1672552800
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,ed83cf63-15bc-45b7-921c-9d8d33f64b8d,no_churn,0.13177049,0,no_churn,0.0676317867393993,0.111980864517037,0.0622253797790097,0.0362397011933046,0.068206705333406,0.164520680149492,0.0918140830060963,0.038354664654953,Female,25,Yes,Yes,Employed,Suburban,Doctor,1672552800
62,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,6a6c452e-3545-4e91-869c-1b5e7afb3ace,churn,0.4396984,1,churn,-0.0205867331433319,-0.0035232176414137,-0.0100877891307709,0.070961319778612,0.127936111033905,0.0846262138088059,0.103047352885515,0.0986005944540556,Male,48,No,Yes,Employed,Suburban,Master,1672552800
71,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,62b378ab-d912-4c0e-ab2a-241573ff38fe,churn,0.0042600045,0,no_churn,-0.160391325337014,0.0001086778569879,0.0373946428553244,-0.0148070094104878,0.0313322362268991,0.117722669267787,0.127898685452819,0.123048608303234,Female,65,No,No,Employed,Suburban,High School or Below,1672552800
15,No,No phone service,High Speed,In_Store_Support,One year,<50hrs,Active,3069b3a5-cd99-442f-8410-c741b823cf50,no_churn,0.1977609,0,no_churn,0.0246381364450144,0.0163261217495528,-0.0233937147367987,-0.0288888192677904,-0.0331165175433761,-0.150958022247582,0.0443605967997882,0.0520060673070656,Male,66,No,No,Employed,Suburban,High School or Below,1672552800
4,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,e7ce1ed9-2c91-4fd7-92da-aa325531b52c,no_churn,0.70652485,0,no_churn,0.128516598645729,-0.0069605518512616,-0.0299221711705558,0.0818496996842077,-0.0794784698375588,0.0715360556621271,0.0115300272290915,-0.0160973407006167,Female,75,No,No,Unemployed,Suburban,Master,1672552800
62,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,304fa5c5-8430-4a4f-9d36-a1671430761c,no_churn,0.03413707,0,no_churn,-0.303627033243292,-0.0033448333572732,-0.0407594173155075,-0.0329453564760888,0.0123908037782075,0.033911819560285,0.0301632035241436,0.0351846616302827,Male,35,No,No,Retired,Urban,College,1672552800
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,0df9ac5f-4bf1-4795-ab37-12a1e314b925,no_churn,0.07100529,0,no_churn,-0.13678809423212,-0.0035182844566452,0.0064725306710943,0.0243374199701793,-0.0179035745607097,-0.101008313725283,-0.0144112207663465,-0.0262066144637356,Male,36,No,Yes,Employed,Rural,High School or Below,1672552800
1,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,38e69f27-a264-4582-819b-b0dd43b847f4,no_churn,0.2985253,0,no_churn,0.185378940253158,-0.0111234940256326,-0.0366180629495829,-0.106531689967705,-0.0750561874436516,0.0914728659277443,-0.0500132806159672,-0.0385320592412972,Female,28,No,Yes,Unemployed,Suburban,College,1672552800
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,62b445c9-646b-43c9-b538-2f437fcf1746,no_churn,0.09722376,0,no_churn,0.0388624520388611,-0.0017016445719309,0.142707523978606,0.131208334491057,0.0999981675719664,0.132957771469569,0.0228461054062972,0.02653164923051,Male,71,No,Yes,Medical Leave,Suburban,Master,1672552800
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ec07114e-6257-474b-8cd1-9103f82adfb0,no_churn,0.009999314,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,69,No,No,Employed,Urban,High School or Below,1672552800
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,5ba6f9a0-1e69-4c36-b520-7210350586cb,no_churn,0.036213055,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,67,No,Yes,Unemployed,Suburban,College,1672552800
44,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,1b81935f-f9ea-44f1-85b8-a88e123f8e89,no_churn,0.45261267,0,no_churn,-0.117524036095601,-0.0139257082641415,0.0046400341782646,-0.0569238654173022,-0.04695015235764,0.0459412686870928,-0.0332949381800972,0.0283445796858177,Female,69,No,No,Unemployed,Suburban,College,1672552800
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c3d7e107-64e4-4d2b-9191-193e532b4098,no_churn,0.5005183,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Female,21,Yes,No,Unemployed,Urban,High School or Below,1672552800
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,80c9dc74-6219-449d-8632-db2ab05c5969,churn,0.6224865,1,churn,0.0295748792160793,-0.0013785740432831,0.0936646662917064,0.0610899449510725,0.0364074386326046,0.12547699774881,0.0584059666838857,0.029232535903684,Female,24,Yes,No,Employed,Suburban,High School or Below,1672552800
58,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,355baad1-eb59-4564-8351-e560e5e11aaf,churn,0.014448735,0,no_churn,-0.0467684104948239,-0.0038177836785143,-0.0136703581886558,-0.0159583322316029,0.0180048118054583,-0.105423440630839,-0.034891885291563,-0.0665007543858882,Female,23,No,No,Retired,Suburban,High School or Below,1672552800
65,Yes,Yes,Medium Speed,Phone_Support,Two year,<50hrs,Active,2bfe02cf-0d6d-4468-a4d3-2577a9b85c99,no_churn,0.10008427,0,no_churn,-0.080943918768753,-0.0017387163695093,-0.0004594885198093,-0.0368531575688757,0.0133099429299818,-0.239377164460257,0.0401417885793307,0.0468945616639939,Male,47,No,Yes,Employed,Rural,High School or Below,1672552800
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,baa20934-0e16-4d8a-9de1-d3d9b1017642,no_churn,0.036213055,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Male,71,No,Yes,Disabled,Suburban,High School or Below,1672552800
58,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f3fb1a1-c33f-4a16-9d07-2ec9ce4a0568,churn,0.014448735,0,no_churn,-0.103403920714591,-0.005815226686609,-0.0609479360744808,-0.0133391251068496,0.0308758085945646,0.0434517494974807,-0.0402376186088531,-0.059609881484539,Female,43,No,Yes,Employed,Suburban,College,1672552800
17,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,2e75f515-9cc8-4f11-bf75-bbb5b8c15a71,churn,0.21447535,1,churn,-0.0462283664137976,-0.0085515847444912,-0.116385429019028,-0.0237920481807304,0.05416120406564,0.0613650452683396,-0.0486525468562649,-0.0009424276443678,Female,64,No,Yes,Disabled,Suburban,College,1672552800
71,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e8b23e4-a20c-4e60-9647-cbb9724975ea,no_churn,0.0256928929999999,0,no_churn,-0.219782020389175,-0.0046679132840108,-0.0288624032455436,0.0090736152597673,-0.0035632103080206,0.0441653500179018,-0.018713850467011,-0.0326757172302677,Male,58,No,No,Disabled,Rural,High School or Below,1672552800
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8a761c41-af88-4747-962b-1c13778594cb,no_churn,0.3787827,0,no_churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Male,37,No,Yes,Employed,Urban,High School or Below,1672552800
15,No,No phone service,High Speed,In_Store_Support,One year,<50hrs,Active,92986139-8d90-4614-ad06-291cba9ce74e,no_churn,0.1977609,0,no_churn,0.0246381364450144,0.0163261217495528,-0.0233937147367987,-0.0288888192677904,-0.0331165175433761,-0.150958022247582,0.0443605967997882,0.0520060673070656,Male,64,No,No,Unemployed,Rural,High School or Below,1672552800
58,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,9fb413a7-0f76-4ade-a1ac-a2ee157cab83,no_churn,0.01335721,0,no_churn,-0.0563840553501177,-0.0041174770117868,-0.010391199308251,-0.0300062277933102,0.0097185500465639,-0.0942755023418612,-0.0338534121923839,-0.04971682843714,Male,28,No,No,Disabled,Suburban,College,1672552800
26,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7e336928-e234-40b2-bb8b-b20500fca46e,no_churn,0.06457219,0,no_churn,-0.188442559002906,0.0414664408532917,0.007735972489645,-0.117378746632785,-0.019854736380339,0.0513167507371144,-0.0152152277276127,-0.0286540457175397,Male,70,No,No,Unemployed,Rural,Master,1672552800
17,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4e47ac3a-ea7f-45dd-98a3-cfff25651412,no_churn,0.02872325,0,no_churn,0.144499689340209,-4.60842910979409e-05,0.0460868930163087,-0.0590787685711802,0.0470029197573785,0.105625012473838,-0.0200748229136843,-0.0030727293458403,Female,48,No,Yes,Retired,Suburban,High School or Below,1672552800
9,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c74f8994-f911-4e5c-b928-3ed689e23139,no_churn,0.63588935,0,no_churn,0.0184268302495729,-0.0018843155868307,-0.0741533807178666,-0.0498338582949463,-0.0007711368121817,0.0893237545370129,-0.0359392367577493,0.0458051920287107,Male,28,No,Yes,Unemployed,Suburban,College,1672552800
24,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,136571a5-200c-4b35-b794-d557f7185d83,no_churn,0.0129354769999999,0,no_churn,-0.0520355151612238,-0.0053697797436871,-0.0301938299904759,-0.0176589211623468,0.0128527638720152,-0.102288368395657,-0.0334952228036854,-0.0408372803790734,Female,45,Yes,Yes,Employed,Urban,College,1672552800
17,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,93250448-a3e2-4913-baa9-8cd127ce9ee8,no_churn,0.02872325,0,no_churn,0.033628519820304,-0.0067477832324038,-0.0109596723196136,-0.0276308149861506,-0.0093381315433543,-0.159324150029706,-0.0375158027691031,-0.0411383152090547,Male,38,No,Yes,Medical Leave,Suburban,High School or Below,1672552800
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a379f93f-9e00-4ae9-b79c-10827f460add,no_churn,0.16772689,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,40,Yes,Yes,Unemployed,Urban,Bachelor,1672552800
63,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,138ebc23-3632-4fd2-a31c-bc62902fb57c,no_churn,0.013456888,0,no_churn,-0.132298116477032,-0.0023810470677199,-0.0097871110146297,-0.0119748932236507,0.0360599800783893,-0.205978599884957,0.0228692069153385,0.034464427130315,Female,69,Yes,Yes,Employed,Rural,College,1672552800
31,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a8c73e26-cf9a-4914-ba04-d241a06a30f0,churn,0.07987879,1,churn,0.0525751558399224,-0.0142833954214802,-0.0765560470247328,-0.0899497483054437,-0.0233826691990907,0.086615696200497,-0.0138071010844123,0.0024246592340386,Female,80,Yes,No,Employed,Suburban,College,1672552800
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3c2c41db-120b-423d-802e-39a2969d55ba,no_churn,0.3787827,0,no_churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Male,43,No,Yes,Employed,Suburban,Bachelor,1672552800
37,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2aa83e31-22bb-4bad-8cb7-a60a4b746f65,churn,0.20254013,1,churn,0.0822047887402004,0.200433062864331,0.0750402133119359,0.0668145113257378,0.0693865667380305,0.144799958092367,0.0188592327851847,0.0134355208316992,Female,44,No,Yes,Employed,Suburban,College,1672552800
70,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,0ef6609a-9a9b-45e5-9130-14e4f91ea633,no_churn,0.01446186,0,no_churn,-0.171450072099306,-0.0232675050960369,-0.0105006341418265,-0.0303322129070602,-0.0842285214708408,0.0418133903503712,0.0092701018946445,0.0296693009044975,Male,23,Yes,Yes,Unemployed,Suburban,Bachelor,1672552800
59,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,246a9f34-7d04-46c1-a0f5-40b4907a7768,no_churn,0.10201503,0,no_churn,-0.0996992468382541,-0.0019013822317174,0.0084378666369593,0.0320042944761735,0.0713117888810302,-0.206609675648578,0.0761942218535841,0.0670693149176804,Male,22,No,Yes,Employed,Suburban,Bachelor,1672552800
18,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,f30a1a7e-5b2c-4502-bd1d-7cbe0d0a030d,no_churn,0.27500242,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Male,33,No,Yes,Unemployed,Suburban,Bachelor,1672552800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,ff0bd6e7-6f87-45b6-bc49-b733eda1d7b3,no_churn,0.1183235,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,65,Yes,No,Employed,Suburban,High School or Below,1672552800
2,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7b557e43-6b98-49f1-b33b-f356d0a936f8,no_churn,0.23971793,0,no_churn,0.178468831685204,-0.0097477521188557,-0.0276459818511102,-0.082014444577926,-0.0766344108100293,0.0987217679940931,-0.0475387314626277,-0.0409637079103049,Male,58,No,Yes,Employed,Rural,High School or Below,1672552800
66,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,39ee3baf-9dec-464e-8c17-82de158f1755,no_churn,0.06824077,0,no_churn,-0.0696602884034155,0.0019480978005958,-0.0115578207446787,-0.0296765769896092,-0.0291642031717447,-0.097428721593551,-0.0182188889352664,-0.0152677503494942,Female,29,No,No,Employed,Urban,Bachelor,1672552800
53,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,76612c92-c27f-4523-9064-781162423ded,churn,0.2057249,1,churn,0.0082615802597638,-0.0026996846164729,-0.0664185517356099,0.0526938692571275,0.135718755184853,0.0905160537960728,0.0620358424600817,0.0908659861619435,Male,59,Yes,No,Employed,Rural,High School or Below,1672552800
23,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,5dbc02af-4272-473c-a9ad-fe25f4fd4e77,no_churn,0.017613437,0,no_churn,-0.0338077108708512,-0.0038237880571432,0.0173468886588489,-0.0311874462814921,-0.057621727998885,-0.132057251988754,-0.0147436090718656,-0.0131315072694542,Male,74,No,Yes,Unemployed,Rural,College,1672552800
37,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,867351ce-f61b-424a-a162-ada2115166ba,churn,0.20254013,1,churn,0.0822047887402004,0.200433062864331,0.0750402133119359,0.0668145113257378,0.0693865667380305,0.144799958092367,0.0188592327851847,0.0134355208316992,Male,59,No,No,Retired,Rural,Bachelor,1672552800
57,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1ba12a1c-cbcf-4573-aa11-46e266e92c48,no_churn,0.38469258,0,no_churn,-0.156617790754581,-0.0041038110271438,-0.0625967592927918,2.54297371611756e-05,0.0678545061755539,0.0408805224029492,-0.0235286127876861,0.0135048097910112,Male,49,No,No,Employed,Urban,Bachelor,1672552800
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,49bafc8b-8295-4ee9-902b-e712fb4f6aa6,no_churn,0.05466835,0,no_churn,-0.173711776780388,-0.0025089984478836,-0.0536363660858114,0.0077115763193251,0.0490511066120234,0.0639114047996145,-0.0275317414499295,-0.0539780180129946,Female,25,Yes,Yes,Disabled,Suburban,High School or Below,1672552800
3,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e66337e2-fcd7-452b-9996-ddfb8cae343e,churn,0.86561584,1,churn,0.174615789618656,-0.0045793047962069,0.105052507377777,-0.0057145362499068,0.0649525323445323,0.138487051787542,0.0804636061594101,0.103339065110731,Female,23,No,Yes,Employed,Urban,College,1672552800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2803a49c-d520-4026-a71d-20f6ec8fe9b0,churn,0.6606568,1,churn,0.139772688874195,-0.0028218852629288,-0.0417809144479997,0.0192830842147941,0.0813032548378396,0.148109085489796,0.0468570225021721,0.069561044905854,Male,69,No,Yes,Employed,Urban,Master,1672552800
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1430b55f-153c-498e-b4e2-c6ad9bbcf74c,no_churn,0.3701593,0,no_churn,0.124519595156435,-0.0058332254896413,0.0047207586916738,0.0473091116599243,-0.0986456339810956,0.0860651418329962,-0.003588054329175,-0.0015686470353102,Female,73,No,No,Employed,Suburban,Bachelor,1672552800
59,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,c6b692b3-c9bb-4520-8fbb-f2c323697b43,no_churn,0.10201503,0,no_churn,-0.0996992468382541,-0.0019013822317174,0.0084378666369593,0.0320042944761735,0.0713117888810302,-0.206609675648578,0.0761942218535841,0.0670693149176804,Female,41,No,Yes,Retired,Urban,High School or Below,1672552800
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,76e7ffb8-23c7-40f7-a14b-c3069cc90380,churn,0.655549,1,churn,-0.0054354830882425,-0.026040509592658,-0.0292003359772934,-0.0403428697686217,-0.13668829846783,0.0960785301571513,0.0831069330489344,0.0294958826426432,Male,41,No,No,Employed,Suburban,High School or Below,1672552800
42,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8a1f67b3-908f-48aa-a1cd-d19e0f4a01ee,churn,0.250534,1,churn,-0.0400668828365269,-0.0054989784264762,0.0052980424988345,-0.122439822471524,0.0188980074845312,0.06098224254878,-0.0458362265843788,-0.0653625341588667,Male,52,No,No,Unemployed,Suburban,High School or Below,1672552800
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7ec881e6-8672-4c2d-86c6-fc36dc886615,churn,0.6469261,1,churn,-0.0490929088305892,-0.003603456713663,0.0644740732423542,0.0699868120628707,0.0164710423789802,0.100792520366886,-0.0206946085539311,0.046632441197089,Male,75,No,Yes,Employed,Suburban,Bachelor,1672552800
2,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4e362c42-e3bc-49c2-809d-eae5c8af57d6,churn,0.471531,1,churn,0.143066612907805,-0.0070231965124912,-0.0276607270113709,-0.051390809666118,0.0516771950521979,0.0834704676715591,-0.0277968539375797,-0.0549959277350717,Female,61,No,Yes,Unemployed,Suburban,Bachelor,1672552800
16,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2678c863-43c5-4399-8a53-fe59ebb8f7b7,no_churn,0.12772506,0,no_churn,0.0380474617721847,-0.0151421150265741,-0.0868167036020895,-0.0780458995471053,-0.0489622996638718,0.0745397311649139,-0.0463984312053071,-0.0548312263986554,Female,64,Yes,No,Employed,Suburban,Bachelor,1672552800
59,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,c3a12415-5617-4f21-8607-6d3e5fc97675,no_churn,0.10201503,0,no_churn,-0.0996992468382541,-0.0019013822317174,0.0084378666369593,0.0320042944761735,0.0713117888810302,-0.206609675648578,0.0761942218535841,0.0670693149176804,Female,51,Yes,No,Disabled,Suburban,Bachelor,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,dab3fb93-1ed4-47cd-b725-039af5c6e79f,no_churn,0.8283438,1,churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,22,No,Yes,Unemployed,Rural,High School or Below,1672552800
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,24229163-ad78-4009-b3e8-55ba43d52f05,churn,0.6396376,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Male,46,No,No,Employed,Suburban,Bachelor,1672552800
67,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,39b928bc-f3b9-42a1-8dc2-013b4d97e8f7,churn,0.21233486,1,churn,-0.122394570140841,-0.0020307889647665,0.0255092258626427,0.0152502129198819,0.0094950857143703,-0.12913666859029,0.0008650452390611,0.0334163078038363,Female,69,No,Yes,Employed,Rural,Bachelor,1672552800
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,76ef401c-eaaa-4fd2-b430-7688077b8380,no_churn,0.18667726,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,45,No,Yes,Unemployed,Suburban,High School or Below,1672552800
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,231bc01d-05a4-48f2-9d68-29293f10157f,churn,0.62752104,1,churn,-0.0511806382992381,-0.0032275398499223,0.0874679698355885,-0.014083732944764,0.0408034144188604,0.0488662635324271,-0.0035765168416219,0.0249522527094995,Female,46,No,No,Unemployed,Suburban,Doctor,1672552800
61,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,4a4bec7f-1939-4d5d-859f-2d3c67bd0d53,no_churn,0.070194505,0,no_churn,-0.0244134243510734,-0.0013294961083011,-0.0257774826855211,-0.0081008674272015,0.0673491087640377,-0.0982685780951715,0.0500988381885054,0.0614157529990461,Female,34,No,No,Employed,Suburban,High School or Below,1672552800
72,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,5e104111-6546-4a85-b339-1bc54de50498,no_churn,0.016738432,0,no_churn,-0.138011855739223,-0.0029638376434468,-0.0030715158503517,0.0027120730953993,0.0352308478649592,-0.180152687065151,0.0367124537043287,0.0405183716949977,Female,24,No,No,Employed,Suburban,College,1672552800
30,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,f7864dce-3b5b-4bbe-91c0-57de2c1e8dca,no_churn,0.09483628,0,no_churn,-0.0419731507794767,-0.0028718584627131,-0.022929640535076,-0.0135353953343474,-0.0204124001413038,0.0877317268058686,0.0711784167761288,0.0167861544865081,Male,36,No,Yes,Employed,Urban,High School or Below,1672552800
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6fdf5885-70b3-40f4-8eb2-010801e90e13,churn,0.91542685,1,churn,0.209152205038404,-0.0063884705977534,0.105582049020823,-0.0426433605119655,0.0531259193079677,0.152358124826842,0.056368726560504,0.0834186531765772,Female,61,No,No,Employed,Suburban,High School or Below,1672552800
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,24f2985e-c1ba-439f-9fd0-e2b34872d4a7,no_churn,0.6562597,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,30,No,No,Employed,Suburban,Master,1672552800
70,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,b3d8bc18-2ada-44fe-b97e-629dcadc0d1b,no_churn,0.006790337,0,no_churn,-0.0643370917512766,-0.0029392126710718,-0.0008897189582603,-0.0359700592513218,-0.0011914035378777,-0.117290975969431,-0.0211791146230643,-0.0252285751591989,Male,77,No,No,Employed,Suburban,High School or Below,1672552800
35,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b03bd93-1d76-4226-9eff-691e1229abac,no_churn,0.08600743,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Female,53,No,No,Employed,Urban,College,1672552800
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ed3e229d-ebae-49c0-bdf2-f1f3f679b12a,churn,0.7276087,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,34,No,No,Unemployed,Rural,Doctor,1672552800
22,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e52ba70e-6480-47c8-a4e5-64d66f18f2e0,no_churn,0.022852873,0,no_churn,0.0140879986858908,-0.0024514941511006,-0.0692195750271366,-0.0102812494956197,-0.0571097680887123,-0.0969090737625629,-0.0175901933531167,-0.023997239556711,Male,30,No,Yes,Employed,Suburban,Master,1672552800
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2e2f5794-a9e4-4f9a-b3e4-62bd377d412d,no_churn,0.13649186,0,no_churn,-0.198403172116819,-0.0040427815598559,0.0307451330072399,0.0245059451791166,-0.0118277738306187,0.0530707641951039,-0.0068371949322954,-0.0053954226944279,Male,76,Yes,Yes,Employed,Suburban,High School or Below,1672552800
71,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,84e7db58-76d5-4cc4-87e3-0684c469d999,no_churn,0.03046871,0,no_churn,-0.146404719340621,-0.0032117532077336,0.0068226171358583,0.0322880542567872,-0.0161632465408138,-0.0977484200714525,-0.0149225989454771,-0.0296860857575939,Male,70,Yes,Yes,Employed,Suburban,High School or Below,1672552800
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1886c448-126c-4f1d-87eb-25b3c25eee88,no_churn,0.11503947,0,no_churn,-0.111023374726528,-0.0028317949137772,0.0812758899775462,0.0362533528133144,0.0598069661594308,0.0963610754347291,0.0031770357303958,0.0509308939632137,Female,73,No,No,Disabled,Suburban,Bachelor,1672552800
48,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e6bbf58a-f187-4d0f-bb49-fb56a63bb77a,churn,0.29505908,1,churn,-0.135246084877117,-0.0050073140827225,-0.0092130781421201,0.0176541340817857,0.0545900118078407,0.0431438661525135,-0.0050764082894602,0.0801287224355473,Female,71,No,No,Employed,Urban,Bachelor,1672552800
58,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0afb6f0b-339b-4aec-9c81-8d6cec9bb481,no_churn,0.01335721,0,no_churn,-0.11824483189368,-0.0062174047176995,-0.0195230814966635,-0.0497891254368732,0.0078230860421354,0.0321975830386691,-0.0464763596080956,-0.0487960171474514,Female,56,No,No,Employed,Rural,High School or Below,1672552800
2,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e3db59f9-0741-4a1c-a7bf-db1016a4a7b8,no_churn,0.23971793,0,no_churn,0.178468831685204,-0.0097477521188557,-0.0276459818511102,-0.082014444577926,-0.0766344108100293,0.0987217679940931,-0.0475387314626277,-0.0409637079103049,Female,25,No,No,Employed,Suburban,High School or Below,1672552800
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8238a05c-3f1a-4b02-bc77-3aa38f02284f,no_churn,0.5005183,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Female,46,Yes,No,Employed,Suburban,Bachelor,1672552800
26,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3749a897-773d-4eb6-9c16-73bacbf05bd5,no_churn,0.07560602,0,no_churn,0.108658811692758,-0.0046876449146293,0.116599794134472,0.0696980924216768,0.0770340243087139,0.100063382395847,-0.0109071242839854,0.014514515908686,Female,79,Yes,Yes,Employed,Suburban,Bachelor,1672552800
3,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,48ca9502-dcd1-47a2-a5d0-2b122d56ee8a,churn,0.86561584,1,churn,0.174615789618656,-0.0045793047962069,0.105052507377777,-0.0057145362499068,0.0649525323445323,0.138487051787542,0.0804636061594101,0.103339065110731,Female,49,No,Yes,Unemployed,Urban,College,1672552800
39,No,No phone service,High Speed,In_Store_Support,One year,<80hrs,Active,60e65f8c-f8a9-4909-8efa-54c9d593252f,no_churn,0.13177049,0,no_churn,-0.0575692452491341,0.021529297240504,0.0112655373307723,-0.0392420876257517,0.002108515951719,-0.181751890898239,0.0027630795630454,0.0218706396464995,Male,43,Yes,Yes,Unemployed,Urban,College,1672552800
2,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1bfaa998-5450-4add-863c-a22bf7b39231,no_churn,0.23971793,0,no_churn,0.178468831685204,-0.0097477521188557,-0.0276459818511102,-0.082014444577926,-0.0766344108100293,0.0987217679940931,-0.0475387314626277,-0.0409637079103049,Male,70,Yes,Yes,Employed,Suburban,High School or Below,1672552800
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2575b569-418f-4675-bde0-c035c8179d88,churn,0.6396376,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Female,43,Yes,No,Unemployed,Suburban,Bachelor,1672552800
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1397bebf-5a39-40f4-a85c-c9acab358d95,no_churn,0.5352133,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Male,48,No,Yes,Employed,Suburban,College,1672552800
29,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,ed9086e7-03b5-476f-97a3-f3d0569cedbc,no_churn,0.046238795,0,no_churn,-0.0619587966334165,-0.0058620839236982,-0.0055342606562544,-0.0382019323092936,-0.0335737258262315,-0.0785239824020664,-0.0203167369284165,-0.0250546332314661,Male,61,Yes,No,Unemployed,Suburban,Bachelor,1672552800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,764ae0fc-2ea9-4ee4-a150-0ca15b1753fc,churn,0.5836049,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,76,No,Yes,Employed,Urban,Master,1672552800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,46970cdb-438e-4ba1-8323-e73134f02713,no_churn,0.1183235,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,35,No,Yes,Employed,Urban,College,1672552800
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,feac2fa6-fda1-461f-8b8e-1a80c2aa3cd7,churn,0.6606568,1,churn,0.139772688874195,-0.0028218852629288,-0.0417809144479997,0.0192830842147941,0.0813032548378396,0.148109085489796,0.0468570225021721,0.069561044905854,Male,24,Yes,No,Employed,Urban,College,1672552800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,a1cd0fbb-d925-48d9-8348-b75163421976,churn,0.8527194,1,churn,0.328035607732438,0.0363675272870978,0.017046930488118,0.003653514906714,0.0365996629681376,0.18749244214111,0.0696498121079867,0.0421283486220363,Female,53,No,No,Employed,Rural,College,1672552800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2e58449-96c3-4cc3-bdb8-d8a41f8b4683,churn,0.2956406,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,23,No,No,Employed,Rural,Bachelor,1672552800
58,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,a3be7b53-8ef4-4aa6-b3f3-f899a8c56245,no_churn,0.01335721,0,no_churn,-0.0563840553501177,-0.0041174770117868,-0.010391199308251,-0.0300062277933102,0.0097185500465639,-0.0942755023418612,-0.0338534121923839,-0.04971682843714,Male,73,No,Yes,Employed,Suburban,High School or Below,1672552800
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b51cdb90-6282-4376-bf87-43e037c45b69,churn,0.63067186,1,churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,64,No,No,Employed,Urban,High School or Below,1672552800
20,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8b408ccd-c6c9-4b67-9d36-b6e75f37c99a,churn,0.39531302,1,churn,-0.0379990944803648,-0.0023667547536751,-0.0024283149019538,-0.118734045503043,0.0889368770052533,0.0776001625971366,0.0896615219928571,0.0859701634026168,Female,25,No,Yes,Employed,Rural,Bachelor,1672552800
71,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,4f77d379-b4dd-4631-849e-9a21dcc67dfb,no_churn,0.03046871,0,no_churn,-0.146404719340621,-0.0032117532077336,0.0068226171358583,0.0322880542567872,-0.0161632465408138,-0.0977484200714525,-0.0149225989454771,-0.0296860857575939,Male,55,Yes,No,Employed,Suburban,Bachelor,1672552800
16,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eb57bf40-5275-42fa-9215-7c623d4ada02,no_churn,0.0074302927,0,no_churn,0.103155172808838,-0.0048148354626755,-0.0267934860802961,0.0253934072238007,-0.0628383842554467,0.0960901231202478,-0.0127813485440037,-0.023743789190039,Female,68,No,Yes,Employed,Suburban,Bachelor,1672552800
11,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec9b2f81-0257-45a3-abc4-8f187792ebc1,no_churn,0.1841552,0,no_churn,0.198507117814143,0.0035663072452734,-0.0301344191285079,0.06002460763837,0.0996351533111101,0.129396095896236,-0.0207205450686888,-0.02722578288789,Male,79,Yes,No,Employed,Suburban,Master,1672552800
44,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,3a0bff28-fb06-46f9-8e16-e5fca97c5352,no_churn,0.45261267,0,no_churn,-0.117524036095601,-0.0139257082641415,0.0046400341782646,-0.0569238654173022,-0.04695015235764,0.0459412686870928,-0.0332949381800972,0.0283445796858177,Female,75,No,No,Employed,Rural,Bachelor,1672552800
53,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,88b1a767-5739-43ff-b086-db60484d359a,churn,0.03814005,1,churn,-0.109768602657441,-0.0049690444353655,-0.0444528382149474,-0.0613720363100765,0.0213232100807181,0.0273517703066863,-0.0450312632913482,-0.0521073463268658,Female,44,No,No,Unemployed,Urban,High School or Below,1672552800
44,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,b923e128-34dc-49bc-8efc-351c44bbfab1,no_churn,0.45261267,0,no_churn,-0.117524036095601,-0.0139257082641415,0.0046400341782646,-0.0569238654173022,-0.04695015235764,0.0459412686870928,-0.0332949381800972,0.0283445796858177,Male,51,No,No,Employed,Suburban,Bachelor,1672552800
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,a7a7677f-a5c1-4835-a6ef-78eae1a680a2,churn,0.655549,1,churn,-0.0054354830882425,-0.026040509592658,-0.0292003359772934,-0.0403428697686217,-0.13668829846783,0.0960785301571513,0.0831069330489344,0.0294958826426432,Male,69,Yes,No,Employed,Suburban,Bachelor,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c3b2f922-3c0b-41bb-939b-9d009745e533,churn,0.8283438,1,churn,0.272088514157113,-0.0059322599273491,-0.0655628195342433,-0.0015997097870786,0.0899233806771553,0.127657517512944,0.0021056148861316,0.0166535077967637,Male,46,No,No,Unemployed,Suburban,Bachelor,1672552800
32,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,957bc508-c032-4866-b6a9-4d6cb18b10e2,no_churn,0.0057248753,0,no_churn,-0.075025721055199,-0.010697321021671,-0.010060096369707,-0.147889818880503,-0.0253349814670036,0.0417468580459626,-0.0193480821224329,-0.0224169886146774,Male,36,No,No,Employed,Rural,College,1672552800
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6516e912-2f9f-44b9-9094-889ddb687fba,no_churn,0.18667726,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,57,Yes,No,Employed,Suburban,Bachelor,1672552800
57,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b44fad7-6dbc-46ab-8278-f62a13ddeda5,no_churn,0.010927283,0,no_churn,-0.0353973422891249,-0.0050920123790274,-0.0460546600704401,-0.0622006759673786,0.0465885574198182,0.0523983842749566,-0.0373468505589426,-0.0519215512411756,Female,36,No,Yes,Disabled,Rural,Master,1672552800
71,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,9b2878f6-9b3f-401b-bf77-6ac821b9be02,no_churn,0.0042600045,0,no_churn,-0.128763544728117,-0.0022560216408419,0.0076671420250204,-0.0503770027835889,0.0127368850365564,-0.206142798531819,0.0494721643661068,0.0586370239284951,Female,36,Yes,Yes,Unemployed,Suburban,High School or Below,1672552800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1cded8ba-ec78-40b9-b331-1304740438e5,churn,0.29938555,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,74,No,No,Employed,Suburban,College,1672552800
69,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5b1eff9a-7247-416f-9fa4-5d7270bfc505,no_churn,0.0062926924,0,no_churn,-0.0773499880423014,-0.0037824831966645,-0.0535738370888248,-0.0146368116872008,0.0123916526018547,0.0581249788865625,-0.0339154674374776,-0.0562841949984795,Male,41,No,No,Employed,Suburban,College,1672552800
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cee175bc-c8f8-4081-9c46-004e2a6e0219,no_churn,0.23007989,0,no_churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Female,75,Yes,Yes,Employed,Suburban,College,1672552800
56,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b885f0c7-2e01-4ad8-827f-06e1aad762af,no_churn,0.015284616,0,no_churn,-0.105368416322453,-0.007090721649547,-0.018851110692658,-0.0499779427582507,-0.0344338630348465,0.0231243542057563,-0.0240350681463496,-0.0323933848112483,Male,50,No,No,Employed,Urban,Bachelor,1672552800
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d996a7b-4ff4-4697-acca-bd95c81d51bc,churn,0.6115349,1,churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Male,77,No,Yes,Unemployed,Suburban,High School or Below,1672552800
60,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,e67dda72-e802-4497-88ac-7f0702a25212,churn,0.32191312,1,churn,-0.275349552026191,-0.00507721884705,0.0130434295933218,-0.0433825652190398,0.0021147728395862,0.036340628985049,0.0057297617846779,0.0099355411882243,Male,52,Yes,Yes,Retired,Suburban,Bachelor,1672552800
70,No,No phone service,Low Speed,In_Store_Support,Two year,<50hrs,Active,b78b988c-1eb6-4966-bc5d-66283b11ca34,no_churn,0.01446186,0,no_churn,-0.0827813324929138,-0.0057890003841293,-0.0189450396165921,-0.0230735484649403,-0.0364742428359204,-0.137540787379685,0.0122156362747409,0.0233621623558838,Male,57,No,No,Unemployed,Suburban,College,1672552800
66,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d0fe45fa-d610-4325-8744-3daea6c65785,no_churn,0.0953603,0,no_churn,-0.0737475484358128,-0.0002374782676815,0.0354216949702731,0.0330544731553891,0.0798949827359138,0.093628880833221,0.0463762867331206,0.0610865311943871,Female,75,No,Yes,Employed,Suburban,High School or Below,1672552800
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,9601ec58-f417-4662-bd07-ecc88ba3532d,churn,0.21233486,1,churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Male,21,Yes,Yes,Employed,Suburban,College,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,35f6392b-7757-4891-8389-543e804a9117,churn,0.8770768,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,51,No,No,Employed,Suburban,High School or Below,1672552800
62,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,c04b897d-e336-4d9a-901f-b3d49dbe5613,no_churn,0.03413707,0,no_churn,-0.303627033243292,-0.0033448333572732,-0.0407594173155075,-0.0329453564760888,0.0123908037782075,0.033911819560285,0.0301632035241436,0.0351846616302827,Female,32,No,No,Employed,Suburban,Bachelor,1672552800
7,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ed7f1a75-0ab3-4e10-8a08-d16f814d5dd1,no_churn,0.15445995,0,no_churn,-0.0067951679296311,-0.0069260831589281,-0.0155962670436247,-0.0953241062923916,-0.0658872324854064,0.0420829442338436,-0.0560488379677372,-0.0616742581327707,Female,78,Yes,Yes,Unemployed,Suburban,High School or Below,1672552800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e8c1b313-962f-42f4-a522-81c5615909f9,no_churn,0.5685966,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Male,25,No,Yes,Employed,Suburban,College,1672552800
56,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,11160b42-fc33-4853-88f9-89140da9161b,churn,0.27993163,1,churn,0.0839708746235101,-0.0038918028396801,0.0269617638254658,0.0060746788592496,0.123106942176191,-0.0442836436748802,0.114374830536408,0.0703268805929838,Female,25,No,No,Employed,Suburban,Bachelor,1672552800
39,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,752a83a9-e9ee-4905-b849-55c186f107e0,no_churn,0.032254774,0,no_churn,-0.0498519559605574,-0.0197305682706428,-0.0621642390847864,-0.120504827666382,-0.0328957071172499,0.049537242613087,-0.013771141886591,-0.019644951956161,Male,33,Yes,No,Medical Leave,Suburban,Bachelor,1672552800
4,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b5b8f124-c6a4-4051-ad47-ebd7200256f2,no_churn,0.23007989,0,no_churn,0.127493669208689,-0.0081824813880666,0.0007093992031514,-0.0637794028311964,0.0367994669323889,0.088140919429552,-0.0315087156245954,-0.0059990898267278,Male,20,No,Yes,Employed,Suburban,Bachelor,1672552800
31,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6dbd5938-66e8-42d4-bea6-c427185b175a,churn,0.07987879,1,churn,0.0525751558399224,-0.0142833954214802,-0.0765560470247328,-0.0899497483054437,-0.0233826691990907,0.086615696200497,-0.0138071010844123,0.0024246592340386,Male,31,No,Yes,Unemployed,Rural,Master,1672552800
35,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b1f72a39-fe0c-4bca-adbb-ccba8881b35c,no_churn,0.08600743,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,24,No,No,Employed,Urban,College,1672552800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f09f1dd4-33f6-417c-b8c0-b64ae1aedffa,churn,0.5836049,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,49,No,Yes,Employed,Suburban,High School or Below,1672552800
71,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,5bf10929-1488-452a-9088-f01998ed389e,churn,0.0042600045,0,no_churn,-0.160391325337014,0.0001086778569879,0.0373946428553244,-0.0148070094104878,0.0313322362268991,0.117722669267787,0.127898685452819,0.123048608303234,Female,52,No,No,Unemployed,Suburban,Bachelor,1672552800
70,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,67e5a5bb-bb29-422b-87e2-092c20626d47,no_churn,0.01446186,0,no_churn,-0.171450072099306,-0.0232675050960369,-0.0105006341418265,-0.0303322129070602,-0.0842285214708408,0.0418133903503712,0.0092701018946445,0.0296693009044975,Male,78,No,No,Employed,Suburban,College,1672552800
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,c1607f62-7ab1-49d4-937b-13624ae9e0b1,no_churn,0.026162451,0,no_churn,-0.256789881099621,-0.0022438365488551,-0.0166779053722029,-0.0629815762671614,0.0215583706256529,0.0613922512952694,-0.046144032512393,0.0628604567455659,Male,20,No,No,Disabled,Rural,Bachelor,1672552800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,32c5d548-ff4d-49e4-9c24-00f2ebb94555,churn,0.4828979,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,61,Yes,No,Disabled,Suburban,High School or Below,1672552800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,5165fc0b-c895-447a-8ff0-5f3122098262,no_churn,0.036213055,0,no_churn,-0.197310844760386,-0.0025154815658697,0.0274541164859965,0.0266440229104591,0.0164040478757306,-0.216140912295432,0.0292012660353702,0.0472376329399048,Male,29,No,Yes,Unemployed,Suburban,High School or Below,1672552800
41,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,19467349-3ddd-4b2e-9300-4c7ba1ab0a87,no_churn,0.12769854,0,no_churn,-0.0685377645105654,-0.0060354038660807,0.0120246257001235,-0.0606545265481327,-0.0089463466306187,0.0894059534909683,0.0324676942870428,0.0685353328792007,Female,46,No,No,Employed,Rural,College,1672552800
44,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,65e5ab19-bdc5-4ac7-abf4-d134ee1e06ca,churn,0.40079603,1,churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Female,59,No,Yes,Employed,Suburban,College,1672552800
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e5bb847f-075d-46e7-b8d6-84db3c991787,churn,0.62752104,1,churn,-0.0511806382992381,-0.0032275398499223,0.0874679698355885,-0.014083732944764,0.0408034144188604,0.0488662635324271,-0.0035765168416219,0.0249522527094995,Female,79,No,No,Employed,Rural,High School or Below,1672552800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c179f47f-2774-486a-8ac1-7bdda604abc7,churn,0.72541517,1,churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Female,65,No,No,Employed,Urban,College,1672552800
56,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,15a8ce17-97fd-4313-b4c5-e8ddb3835e00,churn,0.27993163,1,churn,-0.096484183473467,-0.0057235714668422,-0.0136301938476663,-0.116956286845943,0.0798008329836739,0.0290704034921509,0.0756825067102545,0.0792143403416412,Male,22,No,No,Medical Leave,Rural,Bachelor,1672552800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,290e6f21-e6ba-434f-879c-8c73c5402347,no_churn,0.8170079,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,64,Yes,Yes,Employed,Suburban,Bachelor,1672552800
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7386cb50-bdcc-4b1f-9ed3-41ea4e7fa731,no_churn,0.3701593,0,no_churn,0.124519595156435,-0.0058332254896413,0.0047207586916738,0.0473091116599243,-0.0986456339810956,0.0860651418329962,-0.003588054329175,-0.0015686470353102,Female,45,Yes,Yes,Disabled,Suburban,College,1672552800
53,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,9025d34b-4a46-44e0-8ef1-15e61f0b2a7e,churn,0.03814005,1,churn,-0.0423033376874627,-0.0035948495335833,-0.0124604064048071,-0.0599749160213104,0.0218045686803088,-0.0935168261466606,-0.027922717407564,-0.0420576672124661,Male,52,No,No,Employed,Urban,Doctor,1672552800
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,557a6e75-b544-4800-b4db-a8d971e4664c,churn,0.6396376,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Male,70,No,Yes,Unemployed,Suburban,College,1672552800
51,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,2718c25a-e882-48bc-9c33-167098dda5d2,no_churn,0.047199883,0,no_churn,-0.0850282433195843,-0.0040892742763253,0.0108224655081767,-0.0448180601468448,-0.034272086293854,-0.0600212973176985,-0.0219482593669818,-0.0296713976680712,Female,41,No,Yes,Employed,Urban,College,1672552800
44,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,be78ac26-96c8-473d-8daf-4d3fd316b347,no_churn,0.45261267,0,no_churn,-0.117524036095601,-0.0139257082641415,0.0046400341782646,-0.0569238654173022,-0.04695015235764,0.0459412686870928,-0.0332949381800972,0.0283445796858177,Female,23,No,Yes,Unemployed,Suburban,College,1672552800
2,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d89f8bee-533d-4bff-ab2c-dbef41a375e1,no_churn,0.5005183,0,no_churn,0.145773795166901,0.0350925787902815,0.0051999537453821,-0.139515499246281,-0.0219237502776559,0.0985043237558238,-0.0264469292411376,-0.0452238279434732,Male,64,Yes,No,Unemployed,Urban,Bachelor,1672552800
46,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,403f78a7-84c6-4386-aba1-684337ca32b7,no_churn,0.08057938,0,no_churn,-0.15616128774926,0.028086305915458,0.0051201935579274,-0.0440053778974379,-0.0440796182637677,0.0392138685376539,-0.0304263628065473,-0.0367738728898257,Male,39,No,No,Employed,Suburban,Bachelor,1672552800
39,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,d5d84efb-5bf9-4349-be46-a7c09041e4db,no_churn,0.42889422,0,no_churn,0.0018708794166559,-0.0051881796452107,0.10308782362009,0.1114526393915,0.0842505731895471,0.117802549124399,0.088445722763372,0.0592518533529801,Male,60,Yes,Yes,Employed,Suburban,High School or Below,1672552800
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,054f2598-a4cd-4776-ba69-b623fcbb10a6,churn,0.046204887,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Male,36,No,No,Employed,Urban,High School or Below,1672552800
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,570bd0e8-3203-4050-8d60-5f0dc81d4169,no_churn,0.33207706,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,20,No,No,Employed,Rural,Bachelor,1672552800
48,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,29c54693-7a9b-4e3a-9319-df1802b4df00,churn,0.29505908,1,churn,-0.0051463516405874,-0.0060582954792062,-0.0008956601809222,-0.0475808100638278,0.0784804418686963,-0.0805655049369306,0.0715458119563572,0.0780275528224592,Male,30,No,No,Unemployed,Suburban,Bachelor,1672552800
51,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,8bc55420-5dd5-43b5-b816-08ad0af2cdf7,no_churn,0.20019229,0,no_churn,-0.091077194008867,-0.0030784596652665,0.0387968943335181,0.027996047742281,-0.0294917276540036,-0.200874280910084,-0.0103699572726145,-0.000927475169974,Female,47,Yes,No,Medical Leave,Suburban,College,1672552800
30,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,cd8ce1bf-7788-4d60-bec4-d7d5786026c7,no_churn,0.09483628,0,no_churn,-0.0419731507794767,-0.0028718584627131,-0.022929640535076,-0.0135353953343474,-0.0204124001413038,0.0877317268058686,0.0711784167761288,0.0167861544865081,Male,58,No,Yes,Unemployed,Urban,College,1672552800
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,21aa3897-fa34-409a-a38a-8c90bc41bf60,no_churn,0.5611465,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,34,No,Yes,Employed,Rural,College,1672552800
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8ef0d21f-7331-431b-bd6f-ee26df1a7000,churn,0.6396376,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Male,58,No,Yes,Retired,Suburban,High School or Below,1672552800
39,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,b71b1700-0030-432e-a496-729d41c4ffbd,churn,0.6318063,1,churn,-0.0430284880588351,-0.0033397274039816,0.10586462579311,0.0966164953757288,0.0882905043345454,0.131179812554365,0.141937083018747,0.128453547028821,Female,51,No,Yes,Employed,Rural,Bachelor,1672552800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,324cdccc-261d-41d7-907c-b20737253f2e,no_churn,0.35826412,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,75,Yes,No,Unemployed,Suburban,High School or Below,1672552800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,61801bf0-be36-4a9e-be8b-9c6d6e9661b4,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,71,No,No,Retired,Urban,Bachelor,1672552800
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,d455281c-4705-43aa-8772-4cd63cf7d307,no_churn,0.1183235,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,49,No,No,Disabled,Suburban,Master,1672552800
3,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,14b94331-5f3f-49de-8911-4f92bba42519,churn,0.86561584,1,churn,0.174615789618656,-0.0045793047962069,0.105052507377777,-0.0057145362499068,0.0649525323445323,0.138487051787542,0.0804636061594101,0.103339065110731,Female,26,Yes,No,Employed,Suburban,Bachelor,1672552800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,93aba375-1b83-42fb-b87d-e0a6111e2178,no_churn,0.8170079,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,52,No,No,Unemployed,Suburban,High School or Below,1672552800
61,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,04d3adfe-d5b4-4652-938b-61e9d6c8563b,no_churn,0.059273034,0,no_churn,0.0571128539172332,0.0015955646549264,0.0280390145447836,0.10243692104872,0.120154765786656,-0.0469924588030153,0.150869581231768,0.0977576177617447,Female,46,No,No,Unemployed,Urban,Bachelor,1672552800
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d5342566-c956-4038-98fd-a486e0c9ddd9,churn,0.6181367,1,churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Female,25,No,No,Unemployed,Suburban,Bachelor,1672552800
61,Yes,No,Fiber optic,Phone_Support,One year,<50hrs,Active,9da984e3-257f-489e-be35-3db4e8a84e12,no_churn,0.10212849,0,no_churn,-0.034408281058204,-0.0015523101728103,0.0115332742918508,-0.0210886716651657,0.0128177413343109,-0.0669742872282404,0.0498876018997725,0.01309211883241,Female,72,Yes,Yes,Employed,Urban,Bachelor,1672552800
63,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4c16c4c3-fd25-4e21-a324-1cd022e8451d,no_churn,0.0131626995,0,no_churn,-0.0311485538941906,-0.0011909335426207,0.0143656077792547,-0.0064498157047273,0.0297138890642963,0.0671969569174234,-0.0078642457965906,-0.0036490568813133,Male,65,No,Yes,Unemployed,Suburban,Bachelor,1672552800
51,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,dde75bb5-0d3f-4c09-91e5-f5b373f1ad19,no_churn,0.047199883,0,no_churn,-0.0850282433195843,-0.0040892742763253,0.0108224655081767,-0.0448180601468448,-0.034272086293854,-0.0600212973176985,-0.0219482593669818,-0.0296713976680712,Male,76,No,No,Employed,Suburban,Bachelor,1672552800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,533f496b-ef90-4050-92a5-8624842454d7,no_churn,0.35826412,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,76,No,Yes,Employed,Rural,Bachelor,1672552800
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,62a7fe91-dc31-4d08-8209-e43c33469d7d,churn,0.91542685,1,churn,0.209152205038404,-0.0063884705977534,0.105582049020823,-0.0426433605119655,0.0531259193079677,0.152358124826842,0.056368726560504,0.0834186531765772,Female,72,Yes,No,Employed,Urban,Bachelor,1672552800
46,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,99861e18-b3c8-4f11-b77a-769c90e50198,no_churn,0.08057938,0,no_churn,-0.0733234472503681,0.0296323618545011,0.0050442745450027,-0.035333043693904,-0.0668871054623923,-0.0540763890942162,-0.0315296243121019,-0.0225531765716004,Male,36,No,No,Employed,Suburban,Bachelor,1672552800
13,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,d550add1-05e7-492a-a0e5-9470e9d9d25f,churn,0.37711596,1,churn,0.0580118992656616,0.0565761631095847,0.0340257809105969,-0.138694620799492,-0.126734846236413,0.0825724715618571,0.039666540447979,0.055550458830362,Male,46,Yes,Yes,Employed,Suburban,College,1672552800
61,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,66499181-bcc6-4800-927b-63be20c5a370,no_churn,0.059273034,0,no_churn,-0.0288132036058141,0.0009906839713585,0.0308459860581024,0.15791236293463,0.124821098217617,0.0913394924935892,0.15852598139707,0.105351452546875,Female,69,No,Yes,Employed,Suburban,High School or Below,1672552800
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,73a00a4c-cecf-49cc-8f49-8998bc0d5377,no_churn,0.40995142,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,20,No,Yes,Unemployed,Suburban,High School or Below,1672552800
66,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,2aeb815a-c006-4b61-bdc6-66337ce639aa,no_churn,0.017419007,0,no_churn,-0.131983437854196,-0.0018452778122082,-0.0007965913643238,-0.0059490616406947,-0.0982358641024438,0.0393191482558904,0.0676279601933401,0.0395036411444471,Male,52,No,Yes,Employed,Suburban,High School or Below,1672639200
72,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,2ea62e9b-6a1d-405a-b31d-992877b66dd5,no_churn,0.005232459,0,no_churn,-0.136382244335999,0.0130808367677605,0.0120971890060877,0.0445775867871805,0.0085150262944512,0.106246624690455,0.0439624348483505,0.0703049660450915,Female,55,No,Yes,Disabled,Suburban,Master,1672639200
40,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,0b915fb8-22f4-41e8-b5a8-54eb930f675e,no_churn,0.16973351,0,no_churn,-0.127918812179551,-0.0040983470530045,0.035752411770145,-0.146500286358623,-0.106210995930087,0.0646159394864844,0.0668330748759944,0.0576675294222513,Male,46,Yes,No,Unemployed,Suburban,High School or Below,1672639200
45,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,505a2ebc-94c9-47bd-97a0-632979c02bdd,no_churn,0.0203722639999999,0,no_churn,-0.187908943379316,-0.0032880609085987,0.0232388086032369,0.0001320768246478,0.102222629528933,0.0091037644341122,0.0532655260405772,0.0642080480101503,Female,67,No,No,Employed,Suburban,College,1672639200
31,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,1a0579b8-50cf-4638-9604-ec37b24ede6f,churn,0.01920003,0,no_churn,-0.0229324429367898,-0.0049016094294165,0.0361762654313679,0.0394320874898585,0.138476335518408,0.121794000231057,0.102828593387403,0.110410148424089,Male,40,No,No,Employed,Suburban,Master,1672639200
8,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,c9ff1525-71dc-4a94-83dc-361469fd962d,no_churn,0.266397,0,no_churn,0.160796545726416,-0.0025066995607085,-0.0395820881167037,-0.0345755875690247,0.145505877583146,0.132170383354933,0.15767165117717,0.124160436306265,Male,66,Yes,Yes,Employed,Urban,College,1672639200
72,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,8b1531ca-88ec-4993-9c21-b7a9cbcf0e54,no_churn,0.009253064,0,no_churn,-0.206349012873572,-0.0018286195367363,0.0115166582970073,-0.0225315959918498,0.050899175067193,0.0580718879469213,-0.0035761361319373,0.0647714894700038,Female,54,No,No,Unemployed,Urban,Bachelor,1672639200
60,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,dab568c7-4edb-40f3-b051-7cf55227ec12,no_churn,0.077770405,0,no_churn,-0.237564720332284,-0.0061456420485592,-0.0397200681422418,-0.0358959021016562,0.0333639353170838,0.0419691169615362,-0.0016266745823122,0.0065938033179827,Female,56,No,No,Employed,Suburban,High School or Below,1672639200
49,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,09fb56d9-3c59-44e7-99c7-24a58f071c31,no_churn,0.026379015,0,no_churn,-0.149742243316232,-0.002965353227446,-0.0136914290133063,-0.0657426461426985,0.0701004004903734,0.0662293786178634,0.0492465664033807,0.0875391752780706,Female,41,No,Yes,Employed,Suburban,Master,1672639200
38,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,54d68e17-9e1e-4a0b-93c9-22c2f0764cb0,no_churn,0.017394595,0,no_churn,-0.106814073652213,0.0858413670621575,0.0352493644984951,0.0085226502390196,0.0174866881007346,0.074912987168891,-0.0313328104154061,-0.0340351829717474,Female,24,Yes,No,Employed,Suburban,High School or Below,1672639200
51,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,01d5b12d-36cc-4cd4-85ac-0715b1ec712c,no_churn,0.01765398,0,no_churn,-0.0764765677972354,-0.0039438369036724,-0.0102375373183622,-0.0101444528627416,-0.105141301179483,-0.107197069248032,0.0167076118483055,0.0274070013956406,Male,23,Yes,No,Medical Leave,Suburban,Master,1672639200
30,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,ef1b7c79-4e5d-4fa8-9077-4c7e5648b235,churn,0.15611279,1,churn,-0.0299529027092239,0.0303539308571316,0.0346228368250922,0.0105272719967956,0.0976311468162839,0.103596529438591,-0.0038700454046534,0.0050650824627973,Female,32,No,No,Employed,Suburban,College,1672639200
55,Yes,No,Medium Speed,Phone_Support,One year,<50hrs,Active,310339df-813c-4f8a-82a7-3b28ea534d56,no_churn,0.11779474,0,no_churn,-0.0098381560548477,0.0006962221628054,0.0031928988124582,0.0497959060944595,0.0627519235668296,-0.0514886204727918,0.0238346361799995,0.0820290422419748,Male,65,No,No,Unemployed,Urban,Bachelor,1672639200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,495198b6-e98a-4396-b3a5-6dd2b9df1364,no_churn,0.21879676,0,no_churn,0.146120913264258,-0.0034614399537167,-0.0468237130829948,-0.0232440713335199,0.129934240878347,0.133821092792095,0.157758887758519,0.129415560617499,Male,60,No,Yes,Unemployed,Suburban,College,1672639200
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,8eaa7ce7-cfe6-4945-b4fa-400d15a38b89,no_churn,0.14038396,0,no_churn,-0.123168491578908,-0.0007315923104943,0.005711372229889,0.0228961478377641,-0.0927238459363616,0.0331915815518004,0.083884758230115,0.0652472538914025,Male,70,No,Yes,Employed,Suburban,Bachelor,1672639200
59,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,f0407d7b-f2ed-4307-ae70-2dbbf595b94b,no_churn,0.10149052,0,no_churn,-0.119212691169287,-0.0034814692003055,-0.0191001276699262,-0.0221758449099161,-0.0619213173694333,-0.0475280590795591,0.0133037162601976,0.0310896407425934,Female,61,No,Yes,Employed,Rural,Master,1672639200
60,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,03f4cb85-715b-48f3-acbb-41940d59e484,churn,0.036800563,0,no_churn,-0.113550470694754,-0.0068305252583377,-0.079294770181732,-0.0051748336982382,-0.0864353031526116,0.0352873212662962,-0.0066085967215076,-0.006418972245865,Female,73,No,No,Unemployed,Suburban,Doctor,1672639200
72,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,05fee893-4b6f-4dbf-a0d7-cff71d8e44a7,no_churn,0.011049111,0,no_churn,-0.194896319290442,-0.0106951558382422,-0.0074350680458576,-0.0723152547129655,0.0145901769821557,0.0350003353082161,-0.0089672282088645,0.0456923618749579,Female,42,No,No,Employed,Suburban,Bachelor,1672639200
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e5ec4e19-2840-401d-81cb-5597b4828a66,churn,0.3146606,1,churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,20,Yes,Yes,Employed,Urban,High School or Below,1672639200
69,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b8bb7cf1-76b4-4af4-899b-9775ee8d11fb,no_churn,0.0256995,0,no_churn,-0.0760046018135381,-0.0019755881148375,0.0420368606378451,-0.0054180767461048,0.0625409347063759,0.083112153204147,-0.035550693312075,-0.0489655523182227,Female,49,Yes,Yes,Retired,Suburban,College,1672639200
10,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,7d325e27-410f-4f44-af62-e4412a6cc7aa,no_churn,0.050234742,0,no_churn,0.0088098096579415,0.0411220231434344,0.0079948788502179,-0.0055370565630937,-0.0527271993530166,-0.168593885941937,-0.0170363756835286,-0.0130583462733875,Female,26,Yes,No,Employed,Urban,Master,1672639200
13,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a3fe85d7-fcb9-4cd1-ac78-380af36f6978,churn,0.31055826,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Male,73,Yes,No,Employed,Suburban,High School or Below,1672639200
12,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e411bb0e-a0a0-49bc-8da4-747f17c85aa7,churn,0.22581878,1,churn,0.0642030292280651,-0.0033244413304737,0.0006018275166798,-0.040239186641229,-0.0884392017150685,0.0726915759850453,-0.0341833178046908,-0.0548364329649848,Female,22,No,No,Retired,Suburban,High School or Below,1672639200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,48dc2f37-d59e-4d2a-9ab9-2f304139bc8d,churn,0.67179984,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,71,No,Yes,Employed,Urban,Bachelor,1672639200
28,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fd812bb3-8242-413a-9e7e-45abb4f5b41a,no_churn,0.10690634,0,no_churn,-0.0953865479013802,-0.0153260968049789,-0.0099927137831264,-0.0489359018280902,-0.050513840246881,0.0342948659693865,-0.0339932187081831,-0.0391726983748776,Female,49,No,Yes,Medical Leave,Suburban,Master,1672639200
71,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9aa902d5-a6d6-4818-aaf8-c320492a7336,no_churn,0.0067636295999999,0,no_churn,-0.200457239528805,0.0040633158963964,0.0017627637649957,-5.48344911203458e-05,-0.0409582251111442,0.0633222164610288,-0.0294508962870304,-0.0422532515890998,Female,54,No,No,Unemployed,Rural,Bachelor,1672639200
66,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca031cf5-90a6-474b-b274-4b4419adac20,no_churn,0.034312602,0,no_churn,-0.0175562854236613,-0.0032408822364595,-0.0140151365050587,-0.0382808162547735,-0.00482774684182,0.0475276110658342,-0.016866718191477,-0.0117661789230987,Female,49,No,Yes,Employed,Suburban,College,1672639200
60,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5e366061-c0ae-433a-9928-939da0ae8482,no_churn,0.018798828,0,no_churn,-0.0614040139702683,-0.0054486679514957,-0.0154260750435241,-0.0485947472059888,-0.0078306029122359,0.046779043093702,-0.0208525132936938,-0.0062485754221052,Male,34,Yes,No,Employed,Suburban,College,1672639200
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f2246ebd-9e44-4b6a-89ac-741a020f7a7d,churn,0.33244956,1,churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,61,Yes,Yes,Disabled,Urban,Master,1672639200
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e7b382ed-c6e9-4f6e-aa19-186fc9ce31bc,no_churn,0.09701509,0,no_churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Male,49,Yes,No,Employed,Urban,Bachelor,1672639200
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b19f8b53-ab38-4b65-a423-615f689c4351,no_churn,0.521651,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Female,25,Yes,No,Employed,Suburban,Bachelor,1672639200
51,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,0628d414-6631-4217-b111-b18354625f5b,no_churn,0.013931845,0,no_churn,-0.0711994231128483,0.0106631447657491,-0.0051689839297387,-0.026308995255431,-0.0402080657512215,-0.106617267042338,-0.0167715083243956,-0.0134150532737839,Male,28,No,No,Employed,Rural,Doctor,1672639200
56,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,bbf83222-d9b2-4219-9406-55266160f379,no_churn,0.019997586,0,no_churn,-0.0573914692638209,0.0141270019660987,0.0034415150868335,-0.0430640207286887,0.0155294259004585,-0.118660895276007,-0.0297290872097801,-0.0332786217624016,Male,64,No,Yes,Unemployed,Suburban,College,1672639200
37,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,46c6f791-3061-4541-84e6-e43499409f07,no_churn,0.01609209,0,no_churn,-0.0542769638964091,-0.0053895318644754,-0.0202945403321609,-0.0321722929811221,0.0046569796395851,-0.103930624246586,-0.0209975300265978,-0.0366216500070004,Female,58,No,No,Unemployed,Suburban,High School or Below,1672639200
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7fe73ac6-c347-4816-ba8c-7319ce3f64f6,churn,0.0276664979999999,1,churn,-0.085222137148994,-0.0061152361367203,-0.0335098221647785,-0.0313810926533551,-0.0597437797495513,0.0226921110914008,-0.01977782729733,-0.033428684905557,Female,46,No,No,Employed,Rural,High School or Below,1672639200
15,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f522cd45-b363-463d-a3a4-12adf014883f,no_churn,0.09723704,0,no_churn,-0.0373589944930427,-0.0095582103997185,-0.0119841513703431,-0.0781636829663693,-0.0725787824236067,0.0501412113289825,-0.0342572272785946,-0.0374885358112078,Male,64,No,Yes,Employed,Urban,Bachelor,1672639200
61,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,8cffeb98-4e15-4365-8202-bfc9638fcd2f,no_churn,0.04806984,0,no_churn,-0.0692231217890093,-0.0033172448155164,0.0001363472432694,-0.0216786584893088,-0.049847151147278,-0.148995571841733,0.0074233407255815,0.0164759067803788,Male,53,No,Yes,Medical Leave,Suburban,College,1672639200
72,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,1eace62d-cc21-43dc-89e3-ec16e4371e12,no_churn,0.0236870439999999,0,no_churn,-0.117254557171186,-0.0024611080816384,-0.0239967564912694,-0.0097430388081966,0.0326690907335432,-0.167319028591282,0.0185880463565672,0.0441502916001491,Female,55,Yes,Yes,Employed,Rural,High School or Below,1672639200
31,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,b3e5d55a-eaed-44fb-bbc9-6ac193af86b8,no_churn,0.046678945,0,no_churn,-0.0274796146938842,-0.0022346818701407,-0.0369354406358434,-0.0190200231422204,-0.0047331391262014,0.0965883328661766,0.0907384893791822,0.0245499295177978,Male,64,No,Yes,Employed,Suburban,Bachelor,1672639200
71,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,057fd290-2c0b-4f23-ab2c-91fb283207be,no_churn,0.17775102,0,no_churn,-0.250028469325521,-0.0032926368625703,-0.0336102022978911,-0.0451038906099984,0.0292109492692225,0.0536709309094476,-0.0526318340117177,0.0727589977060233,Male,68,No,No,Employed,Urban,Bachelor,1672639200
37,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,d4312d3f-dff6-4c9b-9a7d-257a57392609,no_churn,0.2675581,0,no_churn,-0.103764269122612,-0.0047979780260084,-0.0144504630241499,-0.0158146460940588,0.0178961926530701,-0.166739143938266,-0.0147226005581342,0.056616754827155,Male,80,No,No,Employed,Suburban,College,1672639200
71,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,f0bee081-4e0e-4ad3-9c69-8adf7757579f,no_churn,0.0175198469999999,0,no_churn,-0.0705019003302732,0.0001593480861629,0.0209417088715417,0.0325892685375492,0.106832734665222,0.115471476883467,0.104273681771147,0.111207532432727,Male,61,Yes,No,Employed,Rural,Bachelor,1672639200
49,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,b9e29c0d-94f1-4d90-9907-03a32431f2fd,no_churn,0.24511626,0,no_churn,-0.0122366903043803,-0.0007648115994561,0.0328107857602117,0.0443558513357675,0.122782906832199,0.0717681879767405,0.0451303635614931,0.029793926936727,Female,37,No,Yes,Employed,Suburban,Bachelor,1672639200
61,Yes,Yes,High Speed,Phone_Support,One year,<80hrs,Active,96c9551d-6e79-4721-bae8-303c779b9cad,no_churn,0.104822226,0,no_churn,-0.0386124391072735,-0.0012775036960192,0.022617985661891,0.0245937916821276,0.084208144412305,-0.0732300442997348,0.0941161819267927,0.070057735047194,Female,57,Yes,No,Medical Leave,Suburban,Bachelor,1672639200
60,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,88cad73a-f926-4029-86b5-c85634d4ae1c,no_churn,0.32625684,0,no_churn,-0.114805935382119,-0.001284307148926,0.0171842201164781,0.0440244043075654,0.0991525592283506,0.0715601549125858,0.137728154555298,0.0474146057777306,Female,45,Yes,No,Unemployed,Suburban,Bachelor,1672639200
14,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,f5160071-0f44-4604-9a8d-72d683c9c06c,churn,0.52341527,1,churn,0.018078500564643,-0.0055147805858723,-0.0787360343610635,-0.0587720880993219,-0.0219768009316248,0.0540853694820361,0.019398791442818,0.0419108936260818,Male,42,No,Yes,Employed,Rural,Bachelor,1672639200
21,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,2a027ecd-9550-4711-9172-d6df51b9a47f,churn,0.4496969,1,churn,-0.122213308952614,-0.0069319988622373,-0.110735585500543,-0.0136616311093666,-0.0431818353270409,0.0422820259056925,-0.0010149692809318,0.0280978163190593,Female,62,No,No,Medical Leave,Urban,High School or Below,1672639200
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,9b63631a-688e-41dd-a72d-805dccd23b02,no_churn,0.13570443,0,no_churn,-0.155883059756798,-0.0039615999401576,-0.129602265547928,-0.0874501485516884,0.044128167990475,0.0330230372495679,0.0135136938894538,0.0372060232000149,Male,62,No,Yes,Unemployed,Suburban,Master,1672639200
67,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,72512685-13a0-4bc5-8438-5c0ee12e6591,no_churn,0.17343573,0,no_churn,-0.175293111144247,-0.0025622624417155,0.0160984610307241,0.0220612268001605,-0.0847117900981629,-0.0820494885891002,0.008570220037418,0.0288605919844485,Female,42,Yes,No,Retired,Urban,College,1672639200
50,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,6def6e76-281e-459b-9915-5d28591fbcde,no_churn,0.45885053,0,no_churn,-0.0858322118093838,-0.0020607548352199,0.0155154117004076,0.050640581763364,0.045311682596166,0.090737888354015,0.0002622751576654,-0.0136010208192601,Female,59,No,No,Employed,Urban,High School or Below,1672639200
64,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,21c39408-c1ef-467e-9298-8ed565e58e9e,churn,0.15819511,1,churn,-0.292141218622337,-0.0033772738304242,-0.0298298635611308,-0.0311394173368034,0.0138793766162507,0.0263577364896218,0.0272873579952192,0.0199371502924805,Female,74,Yes,No,Unemployed,Suburban,Bachelor,1672639200
69,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,d62de793-2daf-49d9-9588-4896d61187aa,no_churn,0.09371487,0,no_churn,-0.111023374726528,-0.0028317949137772,0.0812758899775462,0.0362533528133144,0.0598069661594308,0.0963610754347291,0.0031770357303958,0.0509308939632137,Male,40,No,Yes,Disabled,Suburban,High School or Below,1672639200
44,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,7e4b0dea-01b9-4cbf-8783-809d548c3943,no_churn,0.048409924,0,no_churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Female,55,No,No,Disabled,Urban,Master,1672639200
67,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,a4f12b93-1516-4d7c-b451-abf6215c03f2,no_churn,0.07116028,0,no_churn,-0.0843312382445219,-0.0026887329351666,0.0186728112746459,0.0289919629044379,-0.0858438353891142,-0.117590168433817,-0.0240566978481001,0.0278197462557727,Female,35,No,No,Employed,Suburban,Bachelor,1672639200
66,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Active,bfa44268-b4ef-485d-ad37-b957ee77351e,no_churn,0.14152493,0,no_churn,-0.158439788166916,-0.0016082825087323,0.0422388437260633,-0.091796244537345,-0.0156805545067618,-0.10084442339642,0.0235400098672289,0.0335642845595975,Male,53,Yes,No,Employed,Urban,High School or Below,1672639200
70,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,f3a90e82-64f0-43dc-bff9-5f3e7dc7de3f,no_churn,0.0589031759999999,0,no_churn,-0.0777209543126264,-0.0024821847860948,0.0345671781604869,0.0262892184704833,-0.133619048275541,0.040107614052813,0.0471665076038152,0.0481655180373309,Female,29,No,Yes,Employed,Suburban,Master,1672639200
67,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,6dd04b9d-2296-4620-9fdb-32ec0e1be655,no_churn,0.13541587,0,no_churn,-0.122476339137393,-0.0020583127483223,0.0129851141335802,0.0003932730366159,-0.0072510286743272,-0.119208290877759,-0.0257563365482928,0.0043457687492991,Male,34,No,No,Employed,Rural,College,1672639200
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,6597b643-2d7c-4db0-880d-1f5c31e8d1bc,churn,0.6596076,1,churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Male,35,No,No,Employed,Suburban,College,1672639200
6,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,2246bf0f-ee8a-4235-a55e-ec7b7f41b606,churn,0.65201306,1,churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Male,68,No,No,Employed,Suburban,Bachelor,1672639200
2,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8eb7d8f2-41a5-4a62-bc15-065b943c73e4,no_churn,0.41244426,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,48,No,Yes,Disabled,Suburban,College,1672639200
4,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,478a9629-968c-42ad-a616-4be11d3d200b,churn,0.5715538,1,churn,0.268147073766182,-0.0027945854621884,0.0344955109110469,0.23800281902305,-0.0227930632899779,0.130743501710599,-0.0072726298951602,0.0161952248689249,Male,80,No,Yes,Unemployed,Rural,College,1672639200
69,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,f60c3495-528d-4be7-ae2f-c2664bdcadf3,no_churn,0.1266447,0,no_churn,-0.0877684577469972,-0.0028231893025804,0.017627005411341,0.0325448803045401,-0.0034157989198865,-0.178550896180818,-0.0237699776893805,-0.0228697176417881,Male,76,No,Yes,Unemployed,Suburban,High School or Below,1672639200
24,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,31559996-18b1-4c6b-9437-45f0d29641a2,no_churn,0.30207714,0,no_churn,-0.180148680607472,-0.010300978250234,-0.10382913810392,0.040855993141522,0.0014168474509824,0.0489986720480737,-0.0406934953999552,-0.0253253693832994,Female,52,Yes,No,Employed,Rural,Bachelor,1672639200
3,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,56092368-af5d-4001-8adc-43dbde4420a9,no_churn,0.62252504,0,no_churn,0.245211355144356,-0.003322817795597,-0.0370596961964656,0.126144841373025,0.0091002984539591,0.112943029611088,-0.0231742310292793,-0.0250392535069113,Female,75,No,Yes,Employed,Suburban,Bachelor,1672639200
35,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,0fb93c71-451d-4546-abeb-847267572086,no_churn,0.12046943,0,no_churn,-0.0379472076162255,-0.0027906484198319,-0.0083490878115208,0.0548938670188454,-0.12947333712058,-0.0806787964677914,-0.0150477449697609,-0.0196331968488812,Male,50,Yes,No,Unemployed,Suburban,High School or Below,1672639200
31,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,cc17995e-27c6-43b5-b244-d5b8f766500d,no_churn,0.1692735,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,49,No,No,Medical Leave,Urban,Master,1672639200
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,36f1bb9c-ee2a-4ddc-b5e4-f7eee492a07a,no_churn,0.09040675,0,no_churn,-0.0742212571989921,-0.0038580195121903,0.0390498946834122,0.0664189577973229,-0.112151242282757,0.0570071651721218,0.0019345654839889,-0.0074919296343978,Female,58,No,No,Disabled,Rural,High School or Below,1672639200
68,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,07e1682d-ffc2-4ea5-8f30-027e940c4b64,no_churn,0.06430172,0,no_churn,-0.158823782766654,-0.0043078639076065,0.01085804155603,0.0555324146649763,-0.0214289920522651,0.0432267142583214,-0.0060641267867504,-0.0330185570898902,Female,55,Yes,No,Employed,Urban,College,1672639200
1,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,e5b107e0-2e5b-4315-bcd7-0a99e8783a73,churn,0.82367724,1,churn,0.240204989239487,0.0082803097398664,-0.0230433181639091,0.0012463071995671,0.0127903292273549,0.152478142597274,0.0773217645171826,0.0925286589756524,Male,60,Yes,No,Employed,Rural,High School or Below,1672639200
29,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,3c70ea8b-45c4-4304-8098-b9da0efeeccb,churn,0.3101147,0,no_churn,-0.0518650014314243,0.0682742578904981,0.0181840754951554,0.0493225061476096,-0.0860474673521912,0.0872114906224396,-0.0029119529043691,0.0088059454447102,Female,47,No,No,Employed,Suburban,Master,1672639200
23,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,9c945c8f-8cfb-4867-970b-865d72d71c82,no_churn,0.14319837,0,no_churn,-0.0681575922676074,-0.0059070112249537,-0.0052437864898956,0.0749146749253714,0.099961102027446,0.0690196588166873,0.0602687071989203,0.0961181012973429,Female,70,No,Yes,Unemployed,Rural,College,1672639200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,cd75617f-0d95-4d53-9de3-d231c339b76f,no_churn,0.5780982,0,no_churn,0.238836264512856,-0.0029721721313399,-0.0457520895644256,-0.105542295431337,0.0599293556239172,0.13986074017886,0.0870839581980362,0.0975300864525706,Female,43,Yes,No,Employed,Suburban,High School or Below,1672639200
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,48a87a75-2e43-4c93-8ded-7d1d30de4663,no_churn,0.10908673,0,no_churn,-0.050099753653094,-0.0047821835900685,-0.107538785799616,-0.0690490156118812,-0.134896258596364,0.0546404685810739,0.0606081101102245,0.0220912661172587,Female,42,Yes,No,Medical Leave,Urban,Bachelor,1672639200
53,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,57bd4dad-5bb1-46eb-9278-8806f18af0a8,no_churn,0.07772794,0,no_churn,-0.127293740113264,-0.0039096766300281,0.0004804560357115,-0.0034217021300446,-0.0455610756808164,0.0609491957337013,0.0851724651489348,0.0578912627086901,Male,80,Yes,Yes,Employed,Suburban,Bachelor,1672639200
26,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,89424e5b-5240-46bc-bc05-bb7d6ad065e8,no_churn,0.024670735,0,no_churn,-0.113508354259266,-0.0034413565115028,-0.0545888786209252,-0.0052364579222285,-0.0830271020964937,0.0711251919564165,0.104817538011557,0.0523332700245737,Female,71,No,Yes,Employed,Suburban,High School or Below,1672639200
13,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,415eafed-3ce0-4e51-86fc-1ac7845ab399,churn,0.27439,1,churn,0.146117875232048,-0.0052232570899286,0.0472896581627173,-0.0006906437990528,0.134896406835414,0.144044159521527,0.141245171078999,0.123294484198768,Female,69,No,No,Employed,Urban,High School or Below,1672639200
44,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,4d77b220-cf03-4bba-ba65-98692c76ed0f,churn,0.24664724,1,churn,0.0288747171584464,0.0678341475489196,0.0250009712382961,0.0139126077059427,0.0457970484855513,0.126868227885589,0.136824029129157,0.0958621123346529,Female,61,No,No,Employed,Suburban,Master,1672639200
66,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,3200e4ff-7a9d-42e9-b8ad-703cb351d570,no_churn,0.034806512,0,no_churn,-0.127946093427609,-0.0281680749961742,-0.0358056818314071,0.019256850658221,0.0482708744962838,0.0838135975038858,0.0535668353271648,0.0689855405819434,Male,52,No,No,Employed,Rural,Bachelor,1672639200
14,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,64d7b342-fd11-4ff7-b9bf-39ba906c46c8,churn,0.55866414,1,churn,0.0198051200077406,-0.0216565840705743,0.0099892131528804,0.0069539462741613,0.0771285932866703,0.0925683112333172,0.0335472609165708,0.0869713244319655,Female,73,Yes,No,Disabled,Rural,College,1672639200
10,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,69db422e-7a8d-4ceb-b0bc-22dd35c942c4,churn,0.35080397,1,churn,0.122636102889228,-0.0009096202325235,0.0672449561053599,0.0493366073447941,-0.0436803199880705,0.141755226402674,0.115440336412457,0.10848389709914,Female,69,No,No,Employed,Suburban,College,1672639200
57,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,6309b2ab-7010-4044-8564-f9948d54a2de,no_churn,0.07885983,0,no_churn,-0.198364640106511,-0.00175049569978,0.0194374931052516,0.0499812598586686,0.0270928034193275,0.0845197621592524,0.07155527224264,0.0885023938928316,Male,21,No,No,Employed,Suburban,College,1672639200
52,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,823c5892-02d9-47e7-8629-c9ab4e5ed896,no_churn,0.027386662,0,no_churn,-0.0883696843204961,-0.0035597261789007,-0.0057378701906782,-0.0260521823711405,-0.0247014180648693,-0.0480418901549546,-0.0255293582666308,-0.0270340221728974,Male,38,Yes,No,Employed,Rural,Bachelor,1672639200
72,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,858f5cc2-d5fa-4c4e-8395-af137ec195e4,no_churn,0.0018603659,0,no_churn,-0.068958911342861,-0.0034626866554708,-0.0883478294951464,-0.0035738037813734,-0.0026210342829426,0.0501956894927752,-0.0108885306300544,-0.0313690441644303,Female,64,No,Yes,Unemployed,Suburban,College,1672639200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,52e41a87-36ce-4a43-a170-b39fa40afb6e,no_churn,0.33750102,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,61,No,Yes,Unemployed,Urban,Master,1672639200
13,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,50fae1f6-f8b3-4550-b8a6-bb5f5aa2dd9c,no_churn,0.24031769,0,no_churn,-0.0484932147639301,-0.0164870928878372,-0.0769766402719324,-0.0442093413698785,-0.038674271494292,0.0426773645600496,-0.0278532779881516,-0.0319213891612162,Male,43,Yes,Yes,Employed,Suburban,Doctor,1672639200
24,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8503c179-0c82-47b1-ba88-d5f491370fc1,no_churn,0.008551828,0,no_churn,-0.0576135893357877,-0.0094896326629532,0.0348879729325381,-0.114738919783358,0.0326143966401286,0.0647960973451881,-0.0529961524613008,-0.076486326057111,Female,23,Yes,Yes,Unemployed,Suburban,High School or Below,1672639200
13,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c7c71f4d-605a-437f-895c-6c0afaa8280d,no_churn,0.2814082,0,no_churn,-0.0484932147639301,-0.0164870928878372,-0.0769766402719324,-0.0442093413698785,-0.038674271494292,0.0426773645600496,-0.0278532779881516,-0.0319213891612162,Female,59,No,No,Employed,Suburban,High School or Below,1672639200
59,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,9b0e4adb-df9f-457d-901a-6570a21a08b4,churn,0.044633694,1,churn,-0.0561852556068515,-0.0036486566971689,-0.0162805974597358,-0.0175260813902787,0.0071997114356599,-0.11783316610019,-0.0313339299233484,-0.0334181776143122,Male,51,No,Yes,Employed,Suburban,College,1672639200
52,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,83eabb26-01c8-4569-bc4b-93ded17d7715,no_churn,0.02094055,0,no_churn,-0.0556147162001798,-0.0027398695200827,-0.0710780185724797,-0.0493664863496087,0.047246332086288,0.0576681547306452,-0.0366468693573369,-0.0584946773771116,Female,67,No,No,Unemployed,Rural,College,1672639200
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0e21c85f-7efe-4710-ba66-2e6f01b11e1e,churn,0.5391366,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,60,No,Yes,Employed,Rural,Bachelor,1672639200
3,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ee3af5e1-eec3-48f7-b0ac-0332adcc4b1d,no_churn,0.66826665,0,no_churn,0.133637620044369,0.105985099303889,0.0401523601869484,-0.0021166778488213,0.0329653735391184,0.113468223795999,-0.0160787661633094,-0.0035949272717152,Female,37,No,No,Unemployed,Suburban,Bachelor,1672639200
13,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0f7b5f36-3945-40f0-aa0a-f753ebd7338f,no_churn,0.275875,0,no_churn,0.164532030697828,0.153728068581086,0.0357781642800819,0.101907752291581,0.081734381244205,0.100403804212456,-0.0072505755724978,-0.0298597690267797,Female,21,No,Yes,Medical Leave,Rural,High School or Below,1672639200
37,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,4f2ad001-3ed1-499e-a6ca-c59e880b5ae4,no_churn,0.0086097344999999,0,no_churn,-0.0530043555967859,-0.0051748839364881,-0.0188583661237862,-0.0353319352474136,0.005944628740126,-0.0952773156466719,-0.0273763434511238,-0.0399475821919986,Male,59,No,Yes,Employed,Suburban,College,1672639200
64,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,81969b0a-d2db-4c3c-9a70-06f901430d67,no_churn,0.015236196,0,no_churn,-0.0939495266729954,-0.0051008421019878,-0.054747381792863,-0.0417082112043863,-0.0282238464182091,0.0331045934030589,-0.0216457828990496,-0.0467551540656677,Female,66,No,No,Unemployed,Rural,College,1672639200
70,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,33e44c13-6da2-4b52-876a-3810bb08459d,no_churn,0.00788892,0,no_churn,-0.0985431188153052,-0.0029214840811437,-0.0120312321604797,-0.0545688790532221,0.0022176170321654,0.0509716911312716,-0.0296626108560485,-0.0494881355594043,Female,78,No,No,Unemployed,Suburban,College,1672639200
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2e46fdc0-defc-41c5-b76f-36b1fbc80a7d,no_churn,0.3222903,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,35,Yes,No,Employed,Suburban,College,1672639200
35,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d287cd6f-df8f-4e38-8655-cc8310a395a7,no_churn,0.12212381,0,no_churn,-0.144011539049179,-0.0088722451519424,0.0335817552801745,-0.0871526990065649,0.0226081693165724,0.0552549077110143,-0.0235759297289223,-0.0188030134327164,Female,36,No,Yes,Unemployed,Suburban,High School or Below,1672639200
4,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,36899114-1797-49bf-be37-af3a69ab6a16,churn,0.13284056,1,churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,66,No,No,Employed,Suburban,High School or Below,1672639200
34,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1767554b-f42f-4ffa-a9e8-5f787ba01744,no_churn,0.032878436,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Female,52,No,Yes,Disabled,Suburban,Bachelor,1672639200
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,a36b2af9-1543-4670-9fb8-d98b922131f9,no_churn,0.0016602854,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,46,No,No,Employed,Suburban,Master,1672639200
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,51e794af-90cb-43b7-9bda-6d5488b846bf,no_churn,0.0261583629999999,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,72,No,Yes,Employed,Suburban,Doctor,1672639200
46,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cfccb7be-c807-4c83-a7fe-2c96f8b8cd86,no_churn,0.12518284,0,no_churn,-0.124765128639719,-0.0050428824583104,-0.066953250339784,-0.0101583615845811,0.0303792453294863,0.0384069999387884,-0.0429394312195017,-0.052239056393646,Female,36,Yes,Yes,Employed,Rural,Bachelor,1672639200
19,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6ab40ea1-408b-47db-80d0-96ede11553a9,no_churn,0.056687217,0,no_churn,-0.0526891629652709,-0.007144461650605,-0.0301109275590079,-0.11083067210443,0.0180203103242365,0.0419501612224212,-0.0619626197686466,-0.0662587796361731,Female,41,Yes,Yes,Employed,Rural,Master,1672639200
45,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,f621daf4-28fe-4ea1-bd2b-c05d86059254,no_churn,0.0066034836,0,no_churn,-0.14112548837049,-0.0061809562852431,-0.0383162945187086,-0.0455619130086597,0.011043901158755,0.028936366086018,-0.0384071661532652,-0.0394146001168337,Male,20,No,No,Employed,Suburban,Master,1672639200
36,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,17da2d41-ae1a-49fd-929b-8ddd7b7a4308,no_churn,0.006942345,0,no_churn,-0.108955582932849,-0.0092083501813249,-0.0506345044331101,-0.0462362271731035,-0.0364437926819482,0.0354980185862223,-0.0326319955497092,-0.0170803838965184,Female,64,No,No,Medical Leave,Suburban,High School or Below,1672639200
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,bce63cc9-1bba-4ab8-ba71-6f8af1839045,no_churn,0.11497297,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,32,No,Yes,Employed,Rural,Bachelor,1672639200
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,62fc55bc-92e2-4b64-ad76-2f4e4fc2c320,no_churn,0.16220531,0,no_churn,0.0924996759238547,-0.0145595505272285,-0.0016076459707073,-0.104886848020788,-0.11635605107489,0.073356737885424,-0.0322688501865013,-0.0228603204200953,Female,47,Yes,No,Disabled,Suburban,College,1672639200
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,88c69f72-e1dd-4407-bd31-f21ad777c472,no_churn,0.0017550722,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,28,Yes,Yes,Employed,Suburban,High School or Below,1672639200
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b54a6c59-dc14-4add-901e-8b0a35742ae0,no_churn,0.1773243,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,71,Yes,Yes,Employed,Rural,High School or Below,1672639200
29,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6a372bb0-ddb6-4323-bcd8-ab40284a6f8a,churn,0.37229666,1,churn,0.0408610842176631,0.0275770730656495,0.0227343954834577,-0.0757518133478697,0.0407593400664473,0.0894411631714137,-0.0283674975807298,-0.0349465593908462,Female,41,Yes,No,Employed,Suburban,College,1672639200
58,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,aa8ed332-c34a-4629-b92a-9fcd79a40f56,no_churn,0.027226906,0,no_churn,-0.0266449487257978,-0.0029940317295404,0.0026030555319448,-0.006025354331914,-0.0085301833829907,-0.144645835222,-0.0108521362696683,-0.0119367159411694,Female,33,Yes,No,Employed,Urban,College,1672639200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cb124b17-70b0-4d35-a52f-2d816f2c89cb,no_churn,0.105431,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,31,No,No,Unemployed,Suburban,College,1672639200
11,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,12e9d216-6f54-4e80-b260-72f2794f3da3,churn,0.37146622,0,no_churn,-0.0354961589227559,-0.0086618371992835,-0.0019416167878489,-0.0823527045733226,-0.0493691153835834,0.0388033439120681,-0.0567066518651699,-0.0539680776337809,Female,32,No,Yes,Employed,Suburban,College,1672639200
62,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8125dbc1-db94-4487-b15e-b9b8d4e9d991,no_churn,0.0070296596,0,no_churn,-0.135680333680839,-0.0024334300606278,0.0301076889214891,0.0252865244943859,0.049110604052239,0.0703433752050204,-0.0199934067827598,-0.0317671727172637,Female,72,No,No,Disabled,Rural,Bachelor,1672639200
47,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,41f9d46f-0310-4a07-94fb-af2aab997136,no_churn,0.13773507,0,no_churn,-0.0651625117018102,-0.0058003583026584,0.0093032046148618,-0.0508230787707361,-0.111127406166042,0.0386761105281493,-0.0390200139202897,-0.0290720974529722,Male,45,No,No,Employed,Rural,College,1672639200
71,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,61fc43a9-e89a-40aa-aad1-78b3eb3bfe72,no_churn,0.0017634731,0,no_churn,-0.10444675764621,-0.0065032419383351,-0.0355176953817499,-0.0304515763076051,-0.0614082528427297,0.0346553541332923,-0.0169431998614891,-0.0284107818919255,Female,66,No,No,Retired,Suburban,High School or Below,1672639200
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9cec42f8-39a0-446f-b977-308dc1c779d9,churn,0.40390596,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,42,No,No,Employed,Suburban,College,1672639200
47,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,d4d1ead2-8be3-4500-a046-b7551b40810a,no_churn,0.016467527,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,44,Yes,Yes,Employed,Suburban,High School or Below,1672639200
24,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d549e4d5-2371-4ded-8921-517ab4253a24,no_churn,0.0176426789999999,0,no_churn,-0.0625322594412136,-0.0061710509324802,-0.0370064986530269,-0.0189583293585565,0.0086620888624838,-0.0801278824688324,-0.034814297320072,-0.0380779243545021,Female,41,No,Yes,Unemployed,Urban,College,1672639200
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c2464296-9071-40d8-96e7-c25e3f52d6e4,churn,0.33806694,1,churn,-0.116051555023223,0.006041991565653,0.0190666891769797,-0.115019071768038,-0.0323578835337502,0.0401319281256655,-0.0332411080296515,-0.0375971428417688,Male,20,No,No,Unemployed,Suburban,College,1672639200
13,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7312bf50-258e-4189-b987-d11c36736af8,churn,0.49471223,1,churn,-0.0655700034859546,0.0877302151805088,0.0347448530584733,-0.0805692594279025,-0.0524084798555122,0.0728742379605955,-0.0132581221804321,-0.0326489548675908,Male,63,No,No,Employed,Suburban,Master,1672639200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3d1fe0cd-558d-4513-904b-363595af7123,no_churn,0.07841303,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,42,No,Yes,Employed,Suburban,Bachelor,1672639200
23,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,5aeb3b0f-43e5-495c-b5e9-3eafbe72b5f3,no_churn,0.016089387,0,no_churn,-0.0641593938792721,-0.0061813829436323,-0.0413585867037545,-0.0177654047530813,0.0028486085566783,-0.0737580370159321,-0.0329632356977072,-0.0356887217812527,Female,65,Yes,Yes,Employed,Suburban,College,1672639200
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8c4b9870-1171-4251-9ee6-cb8d9c60ba42,no_churn,0.03242012,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,47,No,No,Disabled,Suburban,High School or Below,1672639200
48,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a798958a-1fcc-4ebd-9f4f-23283fb870db,churn,0.17216039,1,churn,-0.162290164707747,0.0038294566586137,-0.0056943822662151,-0.0290653228186602,0.0365303886808669,0.0171388386515673,-0.0276120518065226,-0.0418629131230227,Female,24,No,No,Employed,Suburban,Bachelor,1672639200
26,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,1ba74caf-ae2e-4be9-99ea-a0a732384be7,no_churn,0.0495763829999999,0,no_churn,-0.10177044137783,0.0177192205813753,-0.0021028751897483,-0.0241367052300302,0.0152914663874344,-0.0976461746643872,-0.0319986054708306,-0.0343820380367151,Male,36,Yes,No,Employed,Suburban,College,1672639200
11,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b03dafdb-23c4-4345-8142-d045db091557,no_churn,0.19927551,0,no_churn,-0.0160790138536867,-0.0091269464064134,-0.027990186785737,-0.17710761742459,0.0300567201788817,0.0524693428643331,-0.0545847427182889,-0.0666637083518981,Male,69,No,Yes,Employed,Suburban,College,1672639200
22,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f1d7cce8-6daf-4446-81bd-edb81d27f17f,no_churn,0.028683037,0,no_churn,-0.0832130683074228,-0.0045317668081588,-0.0320459272891275,-0.0749981618532911,-0.0098012449946509,0.0406656357085012,-0.0461546758701115,-0.051446942393959,Female,50,Yes,No,Medical Leave,Suburban,Master,1672639200
53,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a8321d71-34cc-4c8f-8bff-3625caff708b,no_churn,0.027845243,0,no_churn,-0.109768602657441,-0.0049690444353655,-0.0444528382149474,-0.0613720363100765,0.0213232100807181,0.0273517703066863,-0.0450312632913482,-0.0521073463268658,Male,69,No,Yes,Unemployed,Suburban,Bachelor,1672639200
61,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,7f783844-9df4-4e08-a503-98ab32cbd631,no_churn,0.028613545,0,no_churn,-0.0449008821188181,-0.0019412820369507,0.0073322061364342,-0.0341909936213778,-0.0236641232144756,-0.0653527494479476,-0.0425999294503071,-0.0437083975070527,Female,54,Yes,Yes,Employed,Urban,High School or Below,1672639200
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f02a5888-c2f9-4ed7-bf97-2c9630ea96fd,no_churn,0.15610097,0,no_churn,0.151875914389611,-0.0057099700133403,-0.0925334827119604,-0.0286619112280277,-0.0405447312480555,0.106602948793488,-0.0372949876945767,-0.0135241771952678,Female,67,No,No,Unemployed,Suburban,Bachelor,1672639200
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bd0c4ce9-b7b9-48a9-abfe-118153a28d8f,no_churn,0.6270144,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,24,No,Yes,Employed,Suburban,College,1672639200
13,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,20eee202-44f6-45ad-936c-24c0dc802a75,no_churn,0.13995688,0,no_churn,-0.0521925794888557,-0.0099281934980717,-0.0222958712387116,-0.108020845381943,0.0169476634673083,0.0470759123501557,-0.0659991354084195,-0.0746131042189517,Male,58,No,No,Employed,Suburban,Bachelor,1672639200
52,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,53589db3-e769-4bdc-a754-0e969cc9e44a,no_churn,0.072745696,0,no_churn,-0.0556147162001798,-0.0027398695200827,-0.0710780185724797,-0.0493664863496087,0.047246332086288,0.0576681547306452,-0.0366468693573369,-0.0584946773771116,Male,40,No,No,Employed,Rural,College,1672639200
29,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a2a69a1-ff22-4902-b62d-c520ff697154,churn,0.20128621,1,churn,-0.0631065788895148,0.0281039357658755,0.01018569320413,-0.203325296211533,0.0274229760189655,0.0618245110229145,-0.0388065382772401,-0.05132485464017,Female,44,No,Yes,Retired,Urban,High School or Below,1672639200
62,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,e655eae2-63ce-4ac4-8969-ed5563a51e0c,no_churn,0.026657512,0,no_churn,-0.0619006120288941,-0.0019861034659152,-0.0016771212790445,0.0012749590699968,-0.0201922569394992,-0.0734565480733908,-0.0406280803740446,-0.0504603883210438,Male,61,No,No,Employed,Rural,Bachelor,1672639200
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2977160f-442b-4bd6-b6df-6f921e1731f8,no_churn,0.041274045,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Male,52,No,Yes,Unemployed,Urban,Bachelor,1672639200
51,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1edfd093-eaea-4762-8dde-3c3a9ebda77f,no_churn,0.025029715,0,no_churn,-0.0943636853237876,-0.003612250476217,-0.11265006245806,-0.0130411093039219,0.0345001261567995,0.0504499910182767,-0.0375044288557728,-0.0528047318828794,Female,23,Yes,No,Unemployed,Urban,Bachelor,1672639200
43,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,35cf9a10-2132-41e8-ac0a-5dccd4fffe05,no_churn,0.1633822,0,no_churn,-0.0899298854823791,-0.048020058793536,-0.0172272171621261,-0.0494890643581675,-0.0484352007437155,0.0437941449998106,-0.0229838923156876,-0.0367349767709856,Male,20,Yes,Yes,Employed,Suburban,Bachelor,1672639200
72,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5d38489-755a-42b6-a5dc-b1423a486f71,no_churn,0.004966615,0,no_churn,-0.111698140808835,-0.0031333323244189,-0.0108855639614785,-0.0531141663971402,0.0050247115179536,0.0507006138113138,-0.0264700598212448,-0.0444502145180922,Female,60,Yes,Yes,Employed,Suburban,Bachelor,1672639200
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,43e151d5-8b46-46c0-95b0-b624bb1d095a,no_churn,0.14075668,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,49,No,Yes,Unemployed,Urban,Master,1672639200
8,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,cb931938-f8f9-4be5-8528-f668752b7df0,no_churn,0.012666148,0,no_churn,0.0184922176956934,-0.0054058409596291,-0.0096427599355229,-0.0304512133362914,0.0178523675261385,-0.188040531895022,-0.0328719479423489,-0.0389584440995349,Male,48,No,Yes,Employed,Suburban,Bachelor,1672639200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,34ebe2db-674d-4c76-81a9-07188251de20,no_churn,0.42261633,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,48,Yes,Yes,Employed,Rural,Bachelor,1672639200
55,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,311b9264-8686-4d32-a070-d6e69d804b74,no_churn,0.08343251,0,no_churn,-0.0018535265365517,0.0007332459932695,0.0945716194474152,0.05788618648603,0.110305285975173,0.0988555109319258,-0.0222781740146092,-0.0050785672557503,Male,44,Yes,Yes,Employed,Suburban,High School or Below,1672639200
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,85ba2a92-e0fd-44e7-a9d3-c64e03aba93d,no_churn,0.7799488,0,no_churn,0.102924305305523,-0.0030194169171591,0.0495083695876428,0.064617694501303,0.095282654778066,0.147100008286143,0.128888509181566,0.127338398287488,Female,37,No,Yes,Employed,Rural,College,1672639200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,81ab29e2-3239-4b46-99e5-a9203812532c,no_churn,0.6686019,1,churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Female,23,No,Yes,Employed,Urban,High School or Below,1672639200
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,fdce2968-9aa4-41c5-9e12-a4392ee720cd,no_churn,0.014940915,0,no_churn,-0.0684479594508752,-0.0014845965147583,0.016409173431532,0.0006848217036781,0.109919456571324,0.109068505491882,0.0801992731164273,0.0903632718485823,Male,24,No,No,Employed,Rural,High School or Below,1672639200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c746085f-3ad1-4903-9efa-361b4d89c107,churn,0.8816344,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Male,71,No,No,Medical Leave,Suburban,College,1672639200
49,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,fd576974-4437-4417-bdc2-8f83fdc21704,no_churn,0.36200166,0,no_churn,-0.161497478281317,-0.003020253331415,0.0076565805892914,-0.19160131044081,0.0500609738628372,0.0236391171251307,0.0436240862546401,0.0554454633960449,Male,45,No,No,Employed,Urban,College,1672639200
35,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,76850421-f267-4b28-95bb-49c0bffc4df8,no_churn,0.4461621,0,no_churn,-0.0433064130539332,-0.0036636405534591,0.0596581640857039,0.0345590787374931,0.0978589863292745,0.0812475924091813,0.0515486384183805,0.0973571645893753,Female,51,No,Yes,Unemployed,Suburban,College,1672639200
62,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,62d6b853-90a5-429d-9ff5-a6b854c4360b,churn,0.320296,1,churn,-0.0546149676626646,-0.0012661124899022,0.0143351597101445,0.0841653943039728,0.130682444526919,0.0917224055483711,0.0947723945006328,0.10117713687614,Female,49,No,No,Unemployed,Suburban,College,1672639200
9,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,823b1a18-5159-48c9-966e-42062dd6c5fa,no_churn,0.76680815,1,churn,0.0870869519107145,-0.0010928611076633,0.0843083421250139,0.0251774616190414,0.0888316429901169,0.163933318730778,0.136368891500551,0.133860104694413,Female,55,No,No,Employed,Suburban,Bachelor,1672639200
53,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ec66f6c5-1cf9-4e42-999b-7f32e6a8b4f6,churn,0.30780584,1,churn,-0.0930216150817796,-0.0026334514318477,0.0146295843901862,-0.005689062397505,0.0873298074206832,0.0711874837640789,-0.0010843227307304,0.0852554271505869,Male,22,No,No,Employed,Suburban,High School or Below,1672639200
1,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,98219027-6d75-490f-b5c0-6619b7567bbe,churn,0.9171074,1,churn,0.290714814061375,-0.0019722025890951,0.0557190624846498,-0.0443871396260328,0.0690051627481443,0.156920324474031,0.0946833848802816,0.100290439423934,Male,76,No,No,Employed,Suburban,Master,1672639200
45,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,0a4190c3-214e-4b2b-b7e1-ca18c51cab1b,no_churn,0.14732155,0,no_churn,-0.123714046542891,-0.0027225844362328,0.0891630304548016,0.0953825568335378,0.0738607482979568,0.119853059174347,0.126586613211966,0.102564480073015,Female,40,No,Yes,Unemployed,Suburban,College,1672639200
21,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8d4267b7-f1db-4366-b8c3-1313d773e107,churn,0.63313353,1,churn,0.0676386083798388,-0.0031213907056553,0.0175578548886096,0.0396169667965205,0.0843919035410635,0.130504300430821,0.221304964161664,0.124747316766616,Female,72,No,Yes,Disabled,Rural,High School or Below,1672639200
38,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,fdc244f8-a0bc-4e05-8e4a-191fe32548ad,churn,0.4715142,1,churn,-0.193366846675663,-0.0064861398478387,0.0413141919953795,-0.0046175535698421,0.0201412845452614,0.0638741278382076,0.0190679034375352,0.0110468839825807,Female,31,No,Yes,Employed,Suburban,High School or Below,1672639200
47,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,31acc874-267f-44a8-bf3e-81968720c73d,no_churn,0.60951763,0,no_churn,-0.0891415593538204,-0.0045596547591776,-0.000607845552995,-0.0358369345798564,0.05792743476758,0.0612757845988562,0.0065539221364906,0.0853627011687785,Female,55,Yes,No,Employed,Suburban,High School or Below,1672639200
29,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,afe1d2b9-c670-4cd7-9079-b21cddbe7b29,no_churn,0.26944375,0,no_churn,-0.0312702919470393,-0.0048490314570699,0.0517459991305804,-0.0167632210808005,0.138510853323896,0.0658938700260841,0.122955391745054,0.101631236858011,Male,79,No,No,Unemployed,Urban,Master,1672639200
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2095b665-ac36-4524-9b2b-c0db5806c094,no_churn,0.60318303,0,no_churn,-0.0202290878591065,-0.0040425502642938,0.0339561001201673,0.0681643918279769,0.039203670636034,0.0578751881926564,0.0583231327330759,0.0634106072711802,Female,30,Yes,Yes,Employed,Suburban,High School or Below,1672639200
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,155dad27-3bea-4b74-b092-e7c4c055751b,churn,0.7102382,1,churn,0.019748981803159,-0.0044519738729832,0.157673595964598,0.012570152581502,0.0946246374941074,0.0738106933727704,0.0590135732647286,0.0640556303107587,Female,42,No,No,Unemployed,Suburban,High School or Below,1672639200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6ca23e53-3748-4f6c-99a4-2e9a989b4e0c,no_churn,0.77429426,0,no_churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Male,42,No,No,Retired,Rural,College,1672639200
58,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,072e0ad3-c57a-41ec-9f21-724ffefee217,churn,0.56767267,1,churn,-0.0140542011712386,-0.0027206849606909,0.135951279755986,0.119320241865421,0.128005337342302,0.089561540092659,0.143154312387524,0.131756038165131,Female,30,No,No,Employed,Suburban,College,1672639200
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,76886880-cd0f-4ae0-8122-ae56d782bb04,churn,0.4685723,1,churn,-0.14665454859939,-0.0017438989974243,0.0123758302316264,-0.0557572651979307,0.0472411566601476,0.0311246202453958,-0.0138432807113986,0.0444455213959372,Male,76,No,No,Retired,Urban,Bachelor,1672639200
60,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,0edc408d-2e50-4645-9e0f-061b3e75502a,no_churn,0.030379651,0,no_churn,-0.127227222600177,-0.0022344841175799,0.0160169060852968,0.0030995045737745,0.0094931370960694,-0.123931184671474,0.0003616011333542,0.0353955920114276,Male,30,No,No,Unemployed,Suburban,Bachelor,1672639200
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,bc98faaf-cf05-471f-b228-f9cb78eb3cfe,no_churn,0.49600774,0,no_churn,-0.256040288379345,-0.0031062351532227,-0.0272694131856906,-0.0648969681306925,0.020650474475251,0.0366851044770692,0.0436498824500085,0.0213012903168601,Female,72,Yes,Yes,Medical Leave,Rural,High School or Below,1672639200
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,595baa4b-fc3a-4147-81b9-9e9a4275187d,no_churn,0.23403713,0,no_churn,-0.0090010468037053,-0.0016474712232411,0.114026984789525,0.0276920400368544,0.0419136140024238,0.117733812329916,0.058482582644483,0.0020828655753211,Female,67,No,Yes,Employed,Rural,Doctor,1672639200
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5a169607-88e0-47ef-8a77-4db5c3ebfacb,no_churn,0.58507925,0,no_churn,0.0212708241156906,-0.0014045962687123,0.0904771405869087,0.0872621357495882,0.0426819935320145,0.12297532108516,0.0848482181218605,0.0660294901105408,Male,79,Yes,No,Employed,Rural,High School or Below,1672639200
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,53054b9a-1529-438d-a0d7-1673b7d03a33,churn,0.46759868,1,churn,0.128661119949711,-0.0021047618551165,0.0997402906822935,0.0563982056008535,0.0937778865330256,0.146736392929397,0.0773559120576465,0.0437421453130628,Female,75,No,Yes,Employed,Suburban,Bachelor,1672639200
58,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,02fbd519-8b5d-40fd-b19e-932c0ef5b968,no_churn,0.32089356,1,churn,-0.18345165084359,-0.0052313142136881,-0.0382843162794415,-0.0778439591692404,0.0108666889993946,0.0344400380252409,-0.0002550486311156,0.031566743128551,Female,57,No,Yes,Unemployed,Rural,Bachelor,1672639200
44,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,5c4bce34-ddd6-4011-a61a-2368cf2f1edd,no_churn,0.17580184,0,no_churn,-0.101104545880771,-0.0025609917805741,0.0309882624584042,0.0191064054386242,-0.0287735228071505,-0.207161129061533,-0.0184935621484964,0.0514729292826632,Male,44,Yes,Yes,Retired,Suburban,High School or Below,1672639200
68,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1a52758f-c6f3-4d9d-b751-28e26842a5ff,churn,0.5619986,1,churn,-0.165662898965138,-0.0019868667938271,0.0058107729480298,-0.0553639357176916,0.0442340377040182,0.032796766852075,0.0176298237651371,0.0785637686588779,Female,30,Yes,Yes,Unemployed,Suburban,Master,1672639200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,92ad94b3-d8e7-4e7b-a5a1-e8e40d1f8b06,no_churn,0.6294826,0,no_churn,-0.0510016338137484,-0.0064025696553289,-0.13102742253026,-0.0241855000945724,-0.0366295341943805,0.0580935481802225,-0.0568811358947641,-0.0109919043407535,Male,45,No,No,Employed,Suburban,Bachelor,1672639200
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,88ac15ee-7689-4e67-866d-92213b14d885,churn,0.6426726,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Male,66,No,No,Employed,Suburban,College,1672639200
64,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,a3062e77-1c25-454e-8459-ebf9cdc4a8ee,no_churn,0.15153481,0,no_churn,-0.293314577028532,-0.0050018119522928,0.0201037893696457,-0.046437031043265,0.021664997204989,0.0144295120885681,0.0075031426173882,0.0120258246006415,Female,34,No,No,Employed,Suburban,College,1672639200
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1019498a-ce6f-4ef2-ba1e-be4112160bb7,no_churn,0.31326064,0,no_churn,-0.0130467624315406,-0.0031823109293327,0.127216134451273,0.0888803693773297,0.0870872964810769,0.130878897776383,0.0508862518658406,0.0334841468679042,Female,45,No,Yes,Employed,Suburban,College,1672639200
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cd35f3b3-5343-41b1-bee7-a28587bb1cae,no_churn,0.37717456,0,no_churn,-0.0659221171934587,-0.0029204066153761,-0.0283007344716315,0.0782211080365232,0.0392863643995769,0.0703779941472748,-0.0226159447417194,-0.0193601432269679,Male,30,Yes,No,Medical Leave,Suburban,College,1672639200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5a34182a-6504-4569-bf75-9ef99a3a8f4d,no_churn,0.40774095,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,33,No,Yes,Employed,Suburban,Bachelor,1672639200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f9c76dd7-6423-46fd-8b15-0c4a28cb653c,no_churn,0.85786307,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,65,No,No,Employed,Suburban,Bachelor,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e05772fa-f6b2-4770-82cf-18a5f22db733,churn,0.8076051,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,23,No,Yes,Employed,Suburban,High School or Below,1672639200
31,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,6fd5aafa-9ec9-4583-a824-7da82e002ae7,no_churn,0.10357231,0,no_churn,-0.0400858342177116,-0.0033840665560273,0.0178346748817011,0.0417867135107735,-0.0042558680999172,-0.149965989983921,-0.0258533448525668,-0.0651024343947483,Male,56,No,No,Retired,Urban,High School or Below,1672639200
40,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,592efa41-d97e-4cf0-8d77-5326a7e99745,no_churn,0.1771988,0,no_churn,-0.117250189112692,-0.0118596816670287,-0.0122693243159847,0.0588685324578546,0.0213249999886647,0.0622714849956173,-0.0071761412450177,-0.0091064601013022,Male,40,No,Yes,Unemployed,Suburban,High School or Below,1672639200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3907e0d7-d7ea-4cfb-9ad1-cb3efd5a6699,churn,0.6222692,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,58,Yes,No,Employed,Suburban,Bachelor,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac8b959d-9b96-4e28-aac7-e36cca96886c,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,68,No,Yes,Employed,Suburban,College,1672639200
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,72440d7e-a703-4f0d-a824-73ccd3bff67e,no_churn,0.4823043,0,no_churn,0.0974287172491813,-0.0058182851793208,0.0775766118834417,0.151972513853179,0.0847026231260133,0.139340172888255,-0.0238934853597493,-0.0385979995098841,Female,49,Yes,No,Employed,Rural,College,1672639200
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9f6b6d5c-f3f0-45b2-9966-613853109cc7,churn,0.52104086,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,32,No,No,Unemployed,Rural,Bachelor,1672639200
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9dabd5fa-d87e-4635-8b7a-1fe571eba977,no_churn,0.40325084,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,34,No,Yes,Employed,Suburban,Bachelor,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c37a0f77-914d-4d24-a3ab-3b7e5cf9f54d,no_churn,0.8218385,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,63,No,No,Employed,Rural,College,1672639200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3a26882b-4481-4de1-9862-ed9289cf70ef,churn,0.39820412,1,churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,33,No,No,Employed,Urban,Bachelor,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,785c0d60-b68c-4964-8619-5bc719d45790,churn,0.8218385,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,55,No,Yes,Employed,Suburban,College,1672639200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e3b6154d-c63b-4582-ba24-701f23698f6e,no_churn,0.4653841,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,38,No,Yes,Medical Leave,Suburban,Master,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f02a8c2d-356a-48a5-b027-cd643c3b55db,churn,0.87106085,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,22,No,Yes,Unemployed,Urban,High School or Below,1672639200
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f28c36b0-afab-460e-be3d-0275b19a410e,no_churn,0.35983658,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,54,No,Yes,Disabled,Suburban,College,1672639200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,55c96688-3a5c-4022-8ae8-56ba19d6c4ff,churn,0.5244456,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Female,30,Yes,No,Employed,Suburban,High School or Below,1672639200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0d5dab5b-bab7-4263-85f0-d0a29ac5eb52,no_churn,0.4899706,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,20,No,No,Employed,Suburban,Master,1672639200
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5729af2-99fe-40b9-8e87-25d108d7617a,no_churn,0.18994398,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,79,Yes,Yes,Employed,Rural,Master,1672639200
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3083653c-9d1f-4a77-a1e6-46afa9406665,churn,0.2731957,1,churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Male,44,No,Yes,Unemployed,Suburban,Bachelor,1672639200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,698cb75d-0560-455a-8eec-85969001aaa3,no_churn,0.7956077,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,39,No,No,Employed,Suburban,Master,1672639200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b0241d8a-d118-4e6f-a9c7-79819bf7ea24,churn,0.55998045,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,49,No,Yes,Employed,Suburban,Bachelor,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dbaf696d-0492-471e-a50f-6478651db211,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,25,Yes,No,Employed,Suburban,Bachelor,1672639200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3244ce06-04ba-4f9c-a025-ce16c3900b04,churn,0.5628127,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,60,No,No,Retired,Rural,High School or Below,1672639200
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cfe9c157-c601-4fdb-aceb-d027ba0904ee,churn,0.5695883,1,churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Female,54,Yes,Yes,Employed,Urban,High School or Below,1672639200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ed7fdee-deb3-4342-87d8-c5fdd8503143,churn,0.61569643,1,churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,24,No,No,Disabled,Suburban,Bachelor,1672639200
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8c626cd7-e1af-46d1-872c-e06bba34633d,no_churn,0.38051665,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Male,58,No,No,Employed,Suburban,High School or Below,1672639200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a1eeffae-c513-4ac4-bebe-73a5227986e5,no_churn,0.7597214,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Male,48,No,Yes,Employed,Suburban,Doctor,1672639200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e54533d8-4eb0-48a4-a4c4-0f6e39267558,churn,0.6399874,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,70,Yes,No,Employed,Suburban,High School or Below,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,78069968-2aa7-409c-8393-3bb6d6cc7c74,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,47,Yes,No,Employed,Rural,Doctor,1672639200
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6a8d6247-c12f-45ae-8e2b-a2bb5908c87d,no_churn,0.27307943,0,no_churn,-0.136845008376044,-0.0031616279803529,0.0738014654319249,0.0174931920513699,0.0610184745216611,0.0714242741147745,-0.0144474559036825,-0.0517181896020611,Male,52,Yes,Yes,Unemployed,Suburban,College,1672639200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,05ac7a72-d52b-415b-ba7e-c381ec4e57d9,churn,0.9225506,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,58,No,No,Unemployed,Suburban,Master,1672639200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,015fa010-0d2c-4856-8111-1054883f7c97,no_churn,0.85786307,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,70,No,Yes,Unemployed,Suburban,College,1672639200
66,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,c8b6e32a-4450-4983-a721-a8bfed1cc731,no_churn,0.034312602,0,no_churn,-0.0374455371622752,-0.0034037629150043,-0.0298852881951825,-0.0233584398068524,-0.0161037351346112,-0.11811401843579,-0.0185979342218888,-0.0221174363769932,Female,43,No,Yes,Employed,Suburban,College,1672639200
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,953ac5bb-e379-4b5a-b81e-88c9763b7312,no_churn,0.11497297,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,24,Yes,Yes,Unemployed,Suburban,Bachelor,1672639200
60,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d4da279d-a378-4fca-8688-300b26500a96,no_churn,0.32625684,0,no_churn,-0.114805935382119,-0.001284307148926,0.0171842201164781,0.0440244043075654,0.0991525592283506,0.0715601549125858,0.137728154555298,0.0474146057777306,Female,68,No,No,Employed,Rural,Bachelor,1672639200
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,3864e848-d5cb-4676-9b77-d22354a3ca5e,no_churn,0.13570443,0,no_churn,-0.155883059756798,-0.0039615999401576,-0.129602265547928,-0.0874501485516884,0.044128167990475,0.0330230372495679,0.0135136938894538,0.0372060232000149,Female,26,No,Yes,Employed,Suburban,Master,1672639200
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,6c924e72-5f73-4c82-b6f2-bed20aa06bcb,no_churn,0.521651,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Female,51,No,No,Unemployed,Suburban,Bachelor,1672639200
28,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4029909c-71af-4e92-9f11-db97871e2b3c,no_churn,0.10690634,0,no_churn,-0.0953865479013802,-0.0153260968049789,-0.0099927137831264,-0.0489359018280902,-0.050513840246881,0.0342948659693865,-0.0339932187081831,-0.0391726983748776,Male,36,No,Yes,Employed,Suburban,Bachelor,1672639200
13,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,69cdf863-7905-4f9c-ada9-19306f57eda1,churn,0.31055826,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Female,67,Yes,Yes,Unemployed,Suburban,Master,1672639200
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b267dfa-7f31-4253-bf5e-4c85216af405,no_churn,0.18994398,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,22,Yes,Yes,Employed,Suburban,College,1672639200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7f041012-dc43-44be-8877-c54eb3e9d0fa,churn,0.5244456,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Female,23,No,No,Medical Leave,Suburban,College,1672639200
1,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,96f8ddcd-914e-4a79-b26d-142855cb7c67,churn,0.9171074,1,churn,0.290714814061375,-0.0019722025890951,0.0557190624846498,-0.0443871396260328,0.0690051627481443,0.156920324474031,0.0946833848802816,0.100290439423934,Male,44,No,Yes,Unemployed,Suburban,Bachelor,1672639200
4,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,5c4f63fb-0923-4ac8-9c41-4ecc18088e28,churn,0.5715538,1,churn,0.268147073766182,-0.0027945854621884,0.0344955109110469,0.23800281902305,-0.0227930632899779,0.130743501710599,-0.0072726298951602,0.0161952248689249,Male,42,No,Yes,Employed,Urban,Bachelor,1672639200
3,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,20c60bb1-16ed-4585-80a0-b487f30bc218,no_churn,0.66826665,0,no_churn,0.133637620044369,0.105985099303889,0.0401523601869484,-0.0021166778488213,0.0329653735391184,0.113468223795999,-0.0160787661633094,-0.0035949272717152,Male,59,Yes,Yes,Unemployed,Suburban,Bachelor,1672639200
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4e58b0a6-38df-46f7-958b-5f12b2fa9027,no_churn,0.6270144,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,52,No,No,Employed,Suburban,Master,1672639200
45,Yes,No,Medium Speed,Phone_Support,Two year,100hrs+,Active,0f4593aa-ffe6-4f77-9fc8-5c244442d0af,no_churn,0.0203722639999999,0,no_churn,-0.0530057985851453,-0.000780384967802,0.0317368809185427,0.0305885239405688,0.115776667720857,-0.0863440192804591,0.0560903032755231,0.0769116756565563,Male,38,No,Yes,Employed,Suburban,Bachelor,1672639200
31,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,9f3d08de-3852-495f-84ff-f9efa0ae0954,churn,0.01920003,0,no_churn,-0.0229324429367898,-0.0049016094294165,0.0361762654313679,0.0394320874898585,0.138476335518408,0.121794000231057,0.102828593387403,0.110410148424089,Male,54,No,No,Unemployed,Rural,Master,1672639200
13,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,302a1aa4-9dec-4251-b71f-86296b8350a8,churn,0.49471223,1,churn,-0.0655700034859546,0.0877302151805088,0.0347448530584733,-0.0805692594279025,-0.0524084798555122,0.0728742379605955,-0.0132581221804321,-0.0326489548675908,Female,27,No,Yes,Employed,Rural,College,1672639200
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,78d62c79-6e03-497e-b34d-be32f948775c,churn,0.0276664979999999,1,churn,-0.085222137148994,-0.0061152361367203,-0.0335098221647785,-0.0313810926533551,-0.0597437797495513,0.0226921110914008,-0.01977782729733,-0.033428684905557,Male,63,No,Yes,Employed,Suburban,Bachelor,1672639200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1b79203b-c3c0-4365-9005-1743b80a1dc7,no_churn,0.85786307,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,22,No,No,Unemployed,Rural,College,1672639200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,80fee129-a658-4eec-a2cb-8e8b31d7da51,churn,0.67179984,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,77,No,Yes,Employed,Suburban,High School or Below,1672639200
21,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,46e5546d-f197-4a02-8f0a-c9dd5c97441b,churn,0.63313353,1,churn,0.0676386083798388,-0.0031213907056553,0.0175578548886096,0.0396169667965205,0.0843919035410635,0.130504300430821,0.221304964161664,0.124747316766616,Male,69,No,No,Employed,Urban,College,1672639200
40,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,639137c8-8388-44b0-9911-81ae05a92716,no_churn,0.1771988,0,no_churn,-0.117250189112692,-0.0118596816670287,-0.0122693243159847,0.0588685324578546,0.0213249999886647,0.0622714849956173,-0.0071761412450177,-0.0091064601013022,Female,70,Yes,No,Unemployed,Suburban,High School or Below,1672639200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4fca5edf-bab4-4265-a542-6a78ca24aca1,churn,0.6399874,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,66,Yes,No,Employed,Suburban,College,1672639200
34,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,29335c6e-5261-4526-a235-fa9abb4611d3,no_churn,0.032878436,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Male,68,Yes,No,Unemployed,Urban,Bachelor,1672639200
69,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,eb1b2048-e1da-4039-b725-340cdaad7c6b,no_churn,0.09371487,0,no_churn,-0.13018204847474,-0.0018129567948835,0.0260179270135449,0.0169672755982992,0.0073072256271643,-0.199682845665079,-0.0059412448183502,0.0366814691668969,Female,41,Yes,No,Retired,Urban,College,1672639200
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cb7ceef9-b858-45dd-b8e7-54de626f9794,no_churn,0.58507925,0,no_churn,0.0212708241156906,-0.0014045962687123,0.0904771405869087,0.0872621357495882,0.0426819935320145,0.12297532108516,0.0848482181218605,0.0660294901105408,Male,79,Yes,Yes,Employed,Suburban,Bachelor,1672639200
68,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,b0f8818c-e49f-412b-80b3-f9720bad438f,no_churn,0.06430172,0,no_churn,-0.105970769318742,-0.0030878329361985,0.0166992862852748,0.0413044343874025,-0.040797024388089,-0.0797428039793931,-0.0175550259065857,-0.0638764166221062,Male,55,Yes,Yes,Employed,Suburban,Bachelor,1672639200
2,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,031190bb-0784-4a07-b0c4-cd7af54df006,no_churn,0.41244426,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,55,No,No,Medical Leave,Suburban,Bachelor,1672639200
68,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,66fe0541-2b60-4210-9486-d22f9e2f9b39,no_churn,0.06430172,0,no_churn,-0.158823782766654,-0.0043078639076065,0.01085804155603,0.0555324146649763,-0.0214289920522651,0.0432267142583214,-0.0060641267867504,-0.0330185570898902,Male,21,Yes,Yes,Disabled,Suburban,College,1672639200
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f0eabba0-ec36-4d34-9d7b-9ed9266fa136,no_churn,0.7799488,0,no_churn,0.102924305305523,-0.0030194169171591,0.0495083695876428,0.064617694501303,0.095282654778066,0.147100008286143,0.128888509181566,0.127338398287488,Female,73,No,Yes,Employed,Suburban,High School or Below,1672639200
13,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5298d3db-afaa-410f-b619-3b55dd006ef3,churn,0.31055826,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Female,60,No,Yes,Employed,Suburban,College,1672639200
56,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,ec3f8c8c-01dc-4b12-bb93-d321a5002b5d,no_churn,0.019997586,0,no_churn,-0.0573914692638209,0.0141270019660987,0.0034415150868335,-0.0430640207286887,0.0155294259004585,-0.118660895276007,-0.0297290872097801,-0.0332786217624016,Male,45,Yes,No,Employed,Urban,College,1672639200
58,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,83b1c0fa-7801-4d85-b765-77d9a3a1e6d7,no_churn,0.32089356,1,churn,-0.108441628437677,-0.0037076505391632,-0.0091327733538037,-0.0278769994058529,-0.0403478310463651,-0.076430843085609,0.0239537913064668,0.0469577824994121,Female,74,No,No,Medical Leave,Suburban,Bachelor,1672639200
17,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6e28d1bb-f23e-469e-b8e8-aec28ef07cfd,no_churn,0.15610097,0,no_churn,0.151875914389611,-0.0057099700133403,-0.0925334827119604,-0.0286619112280277,-0.0405447312480555,0.106602948793488,-0.0372949876945767,-0.0135241771952678,Female,66,No,No,Unemployed,Suburban,Master,1672639200
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b7312f22-b035-4847-916c-4e68f0184982,churn,0.33806694,1,churn,-0.116051555023223,0.006041991565653,0.0190666891769797,-0.115019071768038,-0.0323578835337502,0.0401319281256655,-0.0332411080296515,-0.0375971428417688,Male,28,Yes,No,Disabled,Urban,College,1672639200
51,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0cebcb57-982e-4ba3-a829-24f2c0938def,no_churn,0.013931845,0,no_churn,-0.157120553044124,0.0173944994300654,-0.0079525926725727,-0.0327980900097918,-0.0593868184430448,0.0403533390054144,-0.036016653378565,-0.0234992829370821,Female,68,No,No,Medical Leave,Rural,College,1672639200
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,26e2494b-eb94-4f13-a82a-c9b61cc1d90b,no_churn,0.13570443,0,no_churn,-0.155883059756798,-0.0039615999401576,-0.129602265547928,-0.0874501485516884,0.044128167990475,0.0330230372495679,0.0135136938894538,0.0372060232000149,Female,38,No,Yes,Employed,Suburban,Bachelor,1672639200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d562c69a-03e2-4421-aa24-43df5afd5551,churn,0.6399874,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,63,No,No,Employed,Suburban,High School or Below,1672639200
15,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca6bf85e-86bc-4d19-b499-b2b5fdabc79b,no_churn,0.09723704,0,no_churn,-0.0373589944930427,-0.0095582103997185,-0.0119841513703431,-0.0781636829663693,-0.0725787824236067,0.0501412113289825,-0.0342572272785946,-0.0374885358112078,Female,70,No,No,Disabled,Suburban,High School or Below,1672639200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f46a711a-da36-446d-a7de-79f554590e1d,churn,0.5244456,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,33,No,Yes,Disabled,Suburban,Bachelor,1672639200
34,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,72e4af7f-0185-49d8-9107-5cf923efbc5b,no_churn,0.032878436,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Male,21,No,Yes,Employed,Urban,Bachelor,1672639200
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d05c0bf3-58a3-4a87-b04a-7946ab9ef889,churn,0.7102382,1,churn,0.019748981803159,-0.0044519738729832,0.157673595964598,0.012570152581502,0.0946246374941074,0.0738106933727704,0.0590135732647286,0.0640556303107587,Male,51,Yes,No,Employed,Urban,High School or Below,1672639200
4,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f8921fd4-d9e1-405f-831a-40b38b081e52,churn,0.13284056,1,churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,21,No,Yes,Employed,Suburban,College,1672639200
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d316e3e3-c6d3-460c-bf2f-af1c47dc05f5,no_churn,0.23403713,0,no_churn,-0.0090010468037053,-0.0016474712232411,0.114026984789525,0.0276920400368544,0.0419136140024238,0.117733812329916,0.058482582644483,0.0020828655753211,Female,70,No,Yes,Employed,Suburban,Master,1672639200
49,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,fe1f7dd6-7e79-4e87-9ef0-d0ef30d1b93c,no_churn,0.24511626,0,no_churn,-0.0122366903043803,-0.0007648115994561,0.0328107857602117,0.0443558513357675,0.122782906832199,0.0717681879767405,0.0451303635614931,0.029793926936727,Female,46,No,No,Employed,Suburban,Doctor,1672639200
34,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2afd6821-e536-450b-8646-4f2668b24268,no_churn,0.032878436,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Male,59,No,No,Employed,Suburban,High School or Below,1672639200
14,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,9f85b7e4-3c20-47c3-8b09-290202ebd65d,churn,0.52341527,1,churn,0.018078500564643,-0.0055147805858723,-0.0787360343610635,-0.0587720880993219,-0.0219768009316248,0.0540853694820361,0.019398791442818,0.0419108936260818,Male,72,No,Yes,Employed,Suburban,College,1672639200
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6336cffe-e981-419a-b217-23d4f63dacef,no_churn,0.4823043,0,no_churn,0.0974287172491813,-0.0058182851793208,0.0775766118834417,0.151972513853179,0.0847026231260133,0.139340172888255,-0.0238934853597493,-0.0385979995098841,Male,41,Yes,Yes,Employed,Suburban,High School or Below,1672639200
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac276092-5397-4ca9-9382-e2ce62bf5c0d,no_churn,0.27307943,0,no_churn,-0.136845008376044,-0.0031616279803529,0.0738014654319249,0.0174931920513699,0.0610184745216611,0.0714242741147745,-0.0144474559036825,-0.0517181896020611,Female,49,Yes,Yes,Medical Leave,Suburban,High School or Below,1672639200
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,abdf082c-705a-44cd-9078-bcf79df8cc14,no_churn,0.49600774,0,no_churn,-0.256040288379345,-0.0031062351532227,-0.0272694131856906,-0.0648969681306925,0.020650474475251,0.0366851044770692,0.0436498824500085,0.0213012903168601,Male,78,No,Yes,Employed,Suburban,College,1672639200
13,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c8d80c6a-df3b-4073-9862-170d0acb9068,churn,0.49471223,1,churn,-0.0655700034859546,0.0877302151805088,0.0347448530584733,-0.0805692594279025,-0.0524084798555122,0.0728742379605955,-0.0132581221804321,-0.0326489548675908,Male,26,Yes,Yes,Employed,Urban,Bachelor,1672639200
72,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,71044538-6a66-4be5-a74a-d236ce4fe23c,no_churn,0.009253064,0,no_churn,-0.206349012873572,-0.0018286195367363,0.0115166582970073,-0.0225315959918498,0.050899175067193,0.0580718879469213,-0.0035761361319373,0.0647714894700038,Male,25,No,No,Employed,Rural,Bachelor,1672639200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,668b4f66-a9dd-460b-a31b-a916b8f93678,no_churn,0.105431,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,53,No,Yes,Unemployed,Suburban,Doctor,1672639200
21,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,52112700-506a-4211-9468-0d6ca490fcf5,churn,0.63313353,1,churn,0.0676386083798388,-0.0031213907056553,0.0175578548886096,0.0396169667965205,0.0843919035410635,0.130504300430821,0.221304964161664,0.124747316766616,Female,70,No,No,Employed,Rural,College,1672639200
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,80a84fcf-3c78-4fa2-b41b-974897d85de8,no_churn,0.3222903,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Male,40,Yes,Yes,Unemployed,Suburban,College,1672639200
38,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,374ea940-fee9-4ff9-a552-05a2f7f1bb47,no_churn,0.017394595,0,no_churn,-0.106814073652213,0.0858413670621575,0.0352493644984951,0.0085226502390196,0.0174866881007346,0.074912987168891,-0.0313328104154061,-0.0340351829717474,Female,58,No,No,Employed,Suburban,Bachelor,1672639200
4,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e0d23c12-dca2-40fc-b3d0-f053c0f4e015,churn,0.13284056,1,churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Female,47,No,No,Employed,Suburban,High School or Below,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,92f02a4f-621d-4f08-af55-13ae8b91efd4,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,61,No,Yes,Employed,Suburban,High School or Below,1672639200
49,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,860a05d2-8d21-4d14-bcbe-68809eddd8b3,no_churn,0.36200166,0,no_churn,-0.161497478281317,-0.003020253331415,0.0076565805892914,-0.19160131044081,0.0500609738628372,0.0236391171251307,0.0436240862546401,0.0554454633960449,Female,72,No,No,Employed,Suburban,Bachelor,1672639200
13,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3dc4b779-fb2a-4ef1-8a68-be414f7bd4db,churn,0.31055826,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Male,54,No,No,Employed,Urban,High School or Below,1672639200
13,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,66c454dd-8924-453b-9cad-dea6d99150e8,churn,0.27439,1,churn,0.0965708987923972,-0.0014018780687729,0.0378792620666172,0.0229745348960932,-0.0207443434990636,-0.155593653906881,0.0805576325141919,0.10223139391348,Male,41,No,No,Unemployed,Suburban,High School or Below,1672639200
72,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,ef861869-8520-4a16-b911-f156aaa6ecb0,no_churn,0.011049111,0,no_churn,-0.122926814078382,-0.0007502626566724,0.0042725082496076,-9.55601726150235e-05,0.0342275597529806,-0.121657186636244,0.0278363751648817,0.0400672293058437,Female,31,No,No,Unemployed,Suburban,High School or Below,1672639200
31,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b97af6cd-ac46-44ed-942f-08fd7b307ed4,no_churn,0.1692735,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,75,No,No,Employed,Urban,Bachelor,1672639200
13,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,24c014e6-a1fc-4c53-b366-468c5c348aa4,churn,0.31055826,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Female,74,Yes,No,Employed,Suburban,Bachelor,1672639200
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,f82dca3e-4915-4982-a8b3-52f159559493,no_churn,0.09040675,0,no_churn,-0.0742212571989921,-0.0038580195121903,0.0390498946834122,0.0664189577973229,-0.112151242282757,0.0570071651721218,0.0019345654839889,-0.0074919296343978,Male,38,No,Yes,Employed,Suburban,Master,1672639200
3,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0d856f4f-73c1-413a-8573-6d9725ba2c10,no_churn,0.66826665,0,no_churn,0.133637620044369,0.105985099303889,0.0401523601869484,-0.0021166778488213,0.0329653735391184,0.113468223795999,-0.0160787661633094,-0.0035949272717152,Male,40,No,No,Employed,Suburban,Bachelor,1672639200
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad5187d6-1f2b-4cf9-ad49-0a7b703f0a4c,no_churn,0.40325084,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,55,Yes,Yes,Unemployed,Suburban,Bachelor,1672639200
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c783569b-bc81-4de3-a5cb-bada4d73818b,no_churn,0.23403713,0,no_churn,-0.0090010468037053,-0.0016474712232411,0.114026984789525,0.0276920400368544,0.0419136140024238,0.117733812329916,0.058482582644483,0.0020828655753211,Male,75,No,Yes,Employed,Urban,Bachelor,1672639200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a4db2758-9b63-4f74-8d52-b71c0d65f6e7,no_churn,0.77429426,0,no_churn,0.18980509369806,-0.0008088333177238,0.0317702475673559,0.0786567583509531,0.145199165293516,0.121889851592541,0.0968387839194292,0.067622791553922,Female,50,No,No,Disabled,Suburban,Bachelor,1672639200
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,776410af-afc1-434d-8124-42b0fcb30d59,churn,0.33244956,1,churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Male,20,No,No,Employed,Suburban,College,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a1af67a4-504e-4236-917f-8790f9e7f5f1,churn,0.8076051,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,74,No,No,Employed,Rural,High School or Below,1672639200
21,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,67cee3e0-8a20-4530-96f0-828dd644a484,churn,0.63313353,1,churn,0.0676386083798388,-0.0031213907056553,0.0175578548886096,0.0396169667965205,0.0843919035410635,0.130504300430821,0.221304964161664,0.124747316766616,Male,55,No,Yes,Employed,Urban,College,1672639200
51,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,07d3a8fa-f53e-4139-bcfe-78f11acce87c,no_churn,0.025029715,0,no_churn,-0.0608731870293831,-0.0086492612851179,-0.0386560615569851,-0.0247697792552026,0.0135659311994277,-0.0889129803713603,-0.0242820746000688,-0.0364487410769652,Female,29,No,Yes,Disabled,Suburban,High School or Below,1672639200
12,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8b9c6192-bd7f-4668-acd0-c0dcbb353d6b,churn,0.22581878,1,churn,0.0642030292280651,-0.0033244413304737,0.0006018275166798,-0.040239186641229,-0.0884392017150685,0.0726915759850453,-0.0341833178046908,-0.0548364329649848,Female,61,No,Yes,Employed,Suburban,Bachelor,1672639200
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,100hrs+,Active,048094bc-3479-4cce-8d3e-4b7317b5f390,no_churn,0.014940915,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,53,No,No,Employed,Rural,College,1672639200
10,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d5b3321e-fcac-4261-a59e-5a8aa33123d7,no_churn,0.050234742,0,no_churn,-0.0097572926659813,0.0703234900690949,0.0096633785777976,-0.0090083417653659,-0.110085237238691,0.0398978717333375,-0.0297992132359104,-0.0302608041420171,Female,43,No,Yes,Employed,Suburban,Bachelor,1672639200
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d496edec-84f1-426a-b3cb-c73310fd1d3b,churn,0.33806694,1,churn,-0.116051555023223,0.006041991565653,0.0190666891769797,-0.115019071768038,-0.0323578835337502,0.0401319281256655,-0.0332411080296515,-0.0375971428417688,Female,63,Yes,No,Disabled,Suburban,Bachelor,1672639200
47,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,cfbd23ec-85a7-476c-83ec-f9a4a81c00c6,no_churn,0.016467527,0,no_churn,-0.0692521523890718,-0.0060432777159439,-0.0289422193483915,-0.110225147581968,0.014956663178109,0.0358320658400589,-0.0423137596313608,-0.0463716563842899,Female,40,No,Yes,Unemployed,Rural,College,1672639200
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,05309736-f2aa-462c-a120-1bf3ef37f354,churn,0.6426726,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Male,65,No,No,Unemployed,Rural,Bachelor,1672639200
53,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9fbdef72-9674-45b6-b5f9-e8f11cfb4489,churn,0.30780584,1,churn,-0.0930216150817796,-0.0026334514318477,0.0146295843901862,-0.005689062397505,0.0873298074206832,0.0711874837640789,-0.0010843227307304,0.0852554271505869,Male,37,Yes,No,Medical Leave,Suburban,High School or Below,1672639200
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,70c0360d-4be8-4923-9eeb-13147bfac523,churn,0.5391366,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,29,Yes,Yes,Medical Leave,Suburban,College,1672639200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,89d6ca59-45b4-4c42-b109-ffe0052fa0fd,churn,0.9225506,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,71,No,Yes,Employed,Suburban,College,1672639200
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,2e8e9112-a906-444f-abbf-43a3e2b5c137,churn,0.33244956,1,churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,43,No,Yes,Unemployed,Urban,High School or Below,1672639200
31,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,079b5612-1092-4e32-88f0-99350e8ff115,no_churn,0.1692735,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,77,No,No,Employed,Suburban,Master,1672639200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1cd2e666-28d5-4dee-bea9-714843d68bcf,churn,0.6686019,1,churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Male,53,No,No,Retired,Suburban,College,1672639200
24,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,0217cf80-79fe-4f14-9966-d47a9c6fa052,no_churn,0.30207714,0,no_churn,-0.180148680607472,-0.010300978250234,-0.10382913810392,0.040855993141522,0.0014168474509824,0.0489986720480737,-0.0406934953999552,-0.0253253693832994,Female,42,Yes,Yes,Employed,Suburban,Doctor,1672639200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f64a8d42-bde3-406c-b046-dc289d430192,churn,0.8816344,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Female,76,No,Yes,Employed,Suburban,College,1672639200
29,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d1368f9b-7311-4874-9fa2-d1d56cbb4ca3,churn,0.20128621,1,churn,-0.0631065788895148,0.0281039357658755,0.01018569320413,-0.203325296211533,0.0274229760189655,0.0618245110229145,-0.0388065382772401,-0.05132485464017,Female,55,Yes,Yes,Unemployed,Suburban,Doctor,1672639200
8,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,bf1baccb-ca7a-437d-8a8d-7293355ac713,no_churn,0.266397,0,no_churn,0.160796545726416,-0.0025066995607085,-0.0395820881167037,-0.0345755875690247,0.145505877583146,0.132170383354933,0.15767165117717,0.124160436306265,Male,34,No,No,Unemployed,Rural,College,1672639200
4,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,2dece2ae-3b72-4fec-a1ee-fe058b78db09,churn,0.5715538,1,churn,0.268147073766182,-0.0027945854621884,0.0344955109110469,0.23800281902305,-0.0227930632899779,0.130743501710599,-0.0072726298951602,0.0161952248689249,Female,51,No,No,Disabled,Suburban,High School or Below,1672639200
59,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,dd3a1f39-f9e4-4905-a1a4-0ac6ef2d71fa,no_churn,0.10149052,0,no_churn,-0.119212691169287,-0.0034814692003055,-0.0191001276699262,-0.0221758449099161,-0.0619213173694333,-0.0475280590795591,0.0133037162601976,0.0310896407425934,Female,67,Yes,No,Unemployed,Urban,High School or Below,1672639200
59,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bc1589b7-c9aa-4f61-a25c-66ff99b986f8,churn,0.044633694,1,churn,-0.0967511395240399,-0.0050905441370196,-0.0578444538584062,-0.0142377667396431,0.0273068702410364,0.0471116506590715,-0.0470618189340257,-0.0524589489053505,Female,40,No,Yes,Employed,Urban,Bachelor,1672639200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e50211d-dfb1-4a65-a809-06114db81da7,churn,0.39820412,1,churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Female,64,No,Yes,Employed,Suburban,Bachelor,1672639200
55,Yes,No,Medium Speed,Phone_Support,One year,<50hrs,Active,28a13073-bdd8-4d85-8379-0215e10e26a2,no_churn,0.11779474,0,no_churn,-0.0098381560548477,0.0006962221628054,0.0031928988124582,0.0497959060944595,0.0627519235668296,-0.0514886204727918,0.0238346361799995,0.0820290422419748,Male,59,No,No,Unemployed,Suburban,College,1672639200
53,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,0741a96a-c7d4-4e4f-b2ec-0643620e2b94,no_churn,0.027845243,0,no_churn,-0.0368298512223827,-0.0041801881828359,-0.020177772926072,-0.107206793546302,0.028053506571432,-0.047846427020022,-0.029765177427198,-0.0310734480143582,Male,76,No,Yes,Medical Leave,Urban,College,1672639200
13,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,67f30597-e331-4849-86fe-2cbababe4bda,churn,0.27439,1,churn,0.146117875232048,-0.0052232570899286,0.0472896581627173,-0.0006906437990528,0.134896406835414,0.144044159521527,0.141245171078999,0.123294484198768,Female,51,No,Yes,Employed,Suburban,Bachelor,1672639200
53,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,f880ec83-e2f1-4c6f-8472-549d037db5dd,no_churn,0.07772794,0,no_churn,-0.0793284561553446,-0.0065608402219004,-0.0219355868838556,-0.0178447807648262,-0.0290482165678258,-0.0707170072279677,-0.0164117667388472,0.0428205026794512,Female,51,No,Yes,Employed,Suburban,College,1672639200
72,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,20b08f32-7013-4295-a321-d3a1a4197cf5,no_churn,0.011049111,0,no_churn,-0.122926814078382,-0.0007502626566724,0.0042725082496076,-9.55601726150235e-05,0.0342275597529806,-0.121657186636244,0.0278363751648817,0.0400672293058437,Male,59,No,No,Employed,Suburban,Bachelor,1672639200
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab863b3c-03e7-4295-9593-aaab71800b35,no_churn,0.14075668,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,24,Yes,No,Unemployed,Suburban,Master,1672639200
69,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,5257d2d0-5bb2-4903-97fa-e2b811e51b72,no_churn,0.09371487,0,no_churn,-0.111023374726528,-0.0028317949137772,0.0812758899775462,0.0362533528133144,0.0598069661594308,0.0963610754347291,0.0031770357303958,0.0509308939632137,Male,47,No,No,Employed,Suburban,Master,1672639200
60,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d5d4206f-070b-4d5d-9c7f-aa464dd678ad,no_churn,0.32625684,0,no_churn,-0.114805935382119,-0.001284307148926,0.0171842201164781,0.0440244043075654,0.0991525592283506,0.0715601549125858,0.137728154555298,0.0474146057777306,Male,57,Yes,Yes,Retired,Rural,College,1672639200
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,86385e52-489d-442c-82dc-ee93623c5afd,no_churn,0.07841303,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,67,Yes,No,Employed,Suburban,College,1672639200
58,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,b3572c58-6c70-44ba-8c7f-fd677cba52d2,no_churn,0.32089356,1,churn,-0.108441628437677,-0.0037076505391632,-0.0091327733538037,-0.0278769994058529,-0.0403478310463651,-0.076430843085609,0.0239537913064668,0.0469577824994121,Female,31,No,No,Unemployed,Suburban,College,1672639200
56,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,7d263bc7-77cc-4ee0-808e-16f307f7a78d,no_churn,0.019997586,0,no_churn,-0.0573914692638209,0.0141270019660987,0.0034415150868335,-0.0430640207286887,0.0155294259004585,-0.118660895276007,-0.0297290872097801,-0.0332786217624016,Female,24,Yes,No,Employed,Urban,Bachelor,1672639200
69,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,68c5a64f-a83e-4f21-85b0-76a49b8b9daf,no_churn,0.09371487,0,no_churn,-0.111023374726528,-0.0028317949137772,0.0812758899775462,0.0362533528133144,0.0598069661594308,0.0963610754347291,0.0031770357303958,0.0509308939632137,Male,29,Yes,No,Employed,Rural,College,1672639200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,fa6f1566-8756-4234-b43e-f47c659c8688,no_churn,0.6686019,1,churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Male,58,No,No,Unemployed,Suburban,College,1672639200
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3c96f31b-b065-477b-8dfe-7378feaa99b0,churn,0.5391366,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,63,No,No,Unemployed,Urban,Bachelor,1672639200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,197b8a45-e6dd-459f-b7f4-5b6d8a0ad9b5,churn,0.8816344,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Female,27,No,No,Unemployed,Urban,Bachelor,1672639200
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0359cf38-0a23-46a6-9315-658efa23dae1,no_churn,0.14075668,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,67,No,No,Employed,Urban,College,1672639200
66,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,ed86c16a-0994-45aa-8bfb-5c2a0c3b6742,churn,0.034806512,0,no_churn,-0.127946093427609,-0.0281680749961742,-0.0358056818314071,0.019256850658221,0.0482708744962838,0.0838135975038858,0.0535668353271648,0.0689855405819434,Female,32,No,Yes,Employed,Suburban,College,1672639200
61,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,b4320730-5e13-473a-9409-ed87513e3451,no_churn,0.028613545,0,no_churn,-0.0449008821188181,-0.0019412820369507,0.0073322061364342,-0.0341909936213778,-0.0236641232144756,-0.0653527494479476,-0.0425999294503071,-0.0437083975070527,Female,44,No,Yes,Unemployed,Urban,High School or Below,1672639200
51,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,96ca0fb6-fa80-45d1-9a27-943e016fc91e,no_churn,0.013931845,0,no_churn,-0.0711994231128483,0.0106631447657491,-0.0051689839297387,-0.026308995255431,-0.0402080657512215,-0.106617267042338,-0.0167715083243956,-0.0134150532737839,Female,21,No,No,Employed,Suburban,Bachelor,1672639200
36,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,193f55ec-7a2b-410d-9fc0-a6b7c3c8256e,no_churn,0.006942345,0,no_churn,-0.0590590273860379,-0.0038351676456659,-0.016686401557954,-0.0350816505726652,-0.0304091641946524,-0.0969637721479739,-0.0128492729034405,-0.0141416970081172,Male,35,No,No,Employed,Urban,High School or Below,1672639200
62,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6d26c54c-4678-4a9c-9685-d6bf35f255af,no_churn,0.026657512,0,no_churn,-0.0643206371036285,-0.0014712016403791,0.0032612009485274,0.0118709634250808,-0.0373101540463539,0.0536404446523647,-0.0387317182114202,-0.0459650500631323,Male,53,No,Yes,Employed,Suburban,College,1672639200
69,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,0690ee2b-00ab-42ec-a5d2-37ee8716463d,no_churn,0.0256995,0,no_churn,-0.0528250833755009,-0.0032447476812194,0.0106088736819219,-0.0175074300240157,0.0059905114262801,-0.16650535959252,-0.0209328802237541,-0.02461003661012,Female,48,Yes,No,Disabled,Suburban,Bachelor,1672639200
52,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,536ada68-484b-407a-a082-ae53b96f658d,no_churn,0.02094055,0,no_churn,-0.0556147162001798,-0.0027398695200827,-0.0710780185724797,-0.0493664863496087,0.047246332086288,0.0576681547306452,-0.0366468693573369,-0.0584946773771116,Female,66,No,Yes,Unemployed,Urban,High School or Below,1672639200
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,89b8522a-7eae-46fb-adc9-9e653e354006,no_churn,0.6270144,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,77,No,No,Employed,Suburban,Bachelor,1672639200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c7db26f2-76a3-4eed-82ef-a1a9e9c7ff73,no_churn,0.33750102,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,51,No,No,Employed,Rural,Doctor,1672639200
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,50b339a5-7ad2-4bb7-a918-07a4acb72c02,no_churn,0.13541587,0,no_churn,-0.257746701306596,-0.0035475576762109,0.0270470002419915,-0.0188261879594756,0.0087557080433725,0.0083371946646548,-0.0293242388737871,0.0062786284034882,Male,69,No,Yes,Employed,Rural,High School or Below,1672639200
52,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,8b672506-11a5-42f4-8002-70ea771b960c,no_churn,0.027386662,0,no_churn,-0.0883696843204961,-0.0035597261789007,-0.0057378701906782,-0.0260521823711405,-0.0247014180648693,-0.0480418901549546,-0.0255293582666308,-0.0270340221728974,Female,39,No,No,Employed,Suburban,High School or Below,1672639200
68,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,97bf6360-f84c-4415-8200-7f070be29816,no_churn,0.06430172,0,no_churn,-0.158823782766654,-0.0043078639076065,0.01085804155603,0.0555324146649763,-0.0214289920522651,0.0432267142583214,-0.0060641267867504,-0.0330185570898902,Male,48,Yes,Yes,Employed,Rural,Bachelor,1672639200
68,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3b8de60e-b34d-4539-ace6-d61a992a6078,churn,0.5619986,1,churn,-0.165662898965138,-0.0019868667938271,0.0058107729480298,-0.0553639357176916,0.0442340377040182,0.032796766852075,0.0176298237651371,0.0785637686588779,Female,68,No,Yes,Employed,Suburban,College,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,121abdee-cc99-4ac0-b47e-2f9808abf47a,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,24,Yes,No,Unemployed,Rural,High School or Below,1672639200
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3585ff7-b562-4489-b790-c77e7fd1283d,no_churn,0.03242012,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,68,No,Yes,Employed,Suburban,High School or Below,1672639200
26,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,178fdefa-958d-4e91-8dc7-8821597d0cc5,no_churn,0.0495763829999999,0,no_churn,-0.176556706831261,0.0434587607070261,0.0019626938704686,-0.0310808332268243,-0.0160356519149354,0.0579053048383457,-0.0358098467410536,-0.0328698719816384,Male,74,No,Yes,Employed,Suburban,Bachelor,1672639200
49,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,751b92fc-6bfb-4444-b118-26953e053825,no_churn,0.026379015,0,no_churn,-0.149742243316232,-0.002965353227446,-0.0136914290133063,-0.0657426461426985,0.0701004004903734,0.0662293786178634,0.0492465664033807,0.0875391752780706,Male,60,No,Yes,Unemployed,Suburban,Bachelor,1672639200
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,619d3ce4-717f-40f0-8415-9c3960b0baa7,churn,0.7102382,1,churn,0.019748981803159,-0.0044519738729832,0.157673595964598,0.012570152581502,0.0946246374941074,0.0738106933727704,0.0590135732647286,0.0640556303107587,Female,73,No,No,Employed,Suburban,Bachelor,1672639200
24,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,038cb2a0-6a42-42a2-b182-932fce0f5960,no_churn,0.30207714,0,no_churn,-0.180148680607472,-0.010300978250234,-0.10382913810392,0.040855993141522,0.0014168474509824,0.0489986720480737,-0.0406934953999552,-0.0253253693832994,Female,30,No,No,Employed,Urban,College,1672639200
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,78e14e04-ba9d-4888-85d2-039a3e5e5ccd,no_churn,0.18994398,0,no_churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,21,Yes,Yes,Employed,Urban,College,1672639200
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f06310bb-90e0-4468-9e93-19b70aa2aad6,no_churn,0.7799488,0,no_churn,0.102924305305523,-0.0030194169171591,0.0495083695876428,0.064617694501303,0.095282654778066,0.147100008286143,0.128888509181566,0.127338398287488,Male,75,No,No,Employed,Suburban,Bachelor,1672639200
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5b4acc0c-ab24-4933-b49a-c059e09fe5a1,churn,0.3146606,1,churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,54,Yes,Yes,Unemployed,Rural,College,1672639200
55,Yes,No,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,ad6f522d-19c0-4281-887d-f86b3e45a7cb,no_churn,0.11779474,0,no_churn,-0.116107823782258,-0.00122541071265,0.0245939019735669,-0.058324937145353,0.0878859839157667,0.0419538617037505,0.0599585004965592,0.0922397736855964,Female,29,No,No,Unemployed,Suburban,Bachelor,1672639200
10,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,569efc85-b154-496f-95ff-8273928c87b6,churn,0.35080397,1,churn,0.122636102889228,-0.0009096202325235,0.0672449561053599,0.0493366073447941,-0.0436803199880705,0.141755226402674,0.115440336412457,0.10848389709914,Female,37,No,No,Employed,Urban,High School or Below,1672639200
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0d09c74-a932-4ba8-8b0b-dbfd3d4ea5c4,no_churn,0.38051665,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Female,29,No,No,Employed,Suburban,High School or Below,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c2441105-0c3c-4149-9356-54b009fbc96e,churn,0.8076051,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,25,No,No,Employed,Urban,College,1672639200
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7b30c299-e128-4a6e-99fb-3496b23654be,no_churn,0.40325084,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Female,59,Yes,Yes,Employed,Suburban,Bachelor,1672639200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4e545aae-e18a-4206-b127-88996d7f5d93,churn,0.5628127,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,49,No,No,Medical Leave,Suburban,College,1672639200
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,534907d9-7c61-423a-b359-b1a79a0aa230,churn,0.52104086,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,25,No,Yes,Unemployed,Urban,College,1672639200
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,23eb3fcb-4518-4c4c-aa11-282928e79353,no_churn,0.0017550722,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Male,39,No,Yes,Employed,Suburban,Bachelor,1672639200
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c18aeaa3-586d-4014-a413-b1ce5d0807aa,no_churn,0.6270144,0,no_churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,39,Yes,No,Employed,Suburban,Bachelor,1672639200
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,b58638b3-47aa-4725-8508-8eeb3823c138,no_churn,0.13570443,0,no_churn,-0.155883059756798,-0.0039615999401576,-0.129602265547928,-0.0874501485516884,0.044128167990475,0.0330230372495679,0.0135136938894538,0.0372060232000149,Male,77,No,Yes,Employed,Rural,High School or Below,1672639200
24,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,d8e20006-1e4a-4072-b30b-3c274f35dea1,no_churn,0.0176426789999999,0,no_churn,-0.0625322594412136,-0.0061710509324802,-0.0370064986530269,-0.0189583293585565,0.0086620888624838,-0.0801278824688324,-0.034814297320072,-0.0380779243545021,Male,47,Yes,No,Employed,Suburban,High School or Below,1672639200
52,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,cf11eca0-118a-4265-abd5-839ea3524996,no_churn,0.072745696,0,no_churn,-0.0515543929422074,-0.0079253624658485,-0.0188095748256546,-0.0243950859273718,0.0132326313556586,-0.111124992975138,-0.0248648122150007,-0.0435845629407049,Female,48,No,No,Employed,Urban,Bachelor,1672639200
44,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,ec1e6535-5cd4-4d4f-9db4-6120635d808a,churn,0.24664724,1,churn,0.0288747171584464,0.0678341475489196,0.0250009712382961,0.0139126077059427,0.0457970484855513,0.126868227885589,0.136824029129157,0.0958621123346529,Male,23,Yes,Yes,Employed,Suburban,Bachelor,1672639200
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a419619f-adf2-4b71-982b-46a1941e0ccc,no_churn,0.0261583629999999,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,75,No,Yes,Unemployed,Suburban,High School or Below,1672639200
8,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,f349581d-7a53-411a-a53d-e036c401d96d,no_churn,0.266397,0,no_churn,0.160796545726416,-0.0025066995607085,-0.0395820881167037,-0.0345755875690247,0.145505877583146,0.132170383354933,0.15767165117717,0.124160436306265,Female,40,Yes,No,Employed,Rural,Bachelor,1672639200
44,Yes,No,Fiber optic,Phone_Support,Two year,100hrs+,Active,c585425d-69e2-43c8-adfb-2f308865abf4,no_churn,0.048409924,0,no_churn,-0.0963356235160608,-0.0026520204861299,-0.0741810949175487,-0.0312415508587582,0.0247645217444369,-0.0919818469086021,0.0245493337710286,0.0380521293402853,Female,57,No,Yes,Employed,Suburban,College,1672639200
59,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2f563b50-df25-4a5e-8d5b-9ed906a4dcb3,churn,0.044633694,1,churn,-0.0967511395240399,-0.0050905441370196,-0.0578444538584062,-0.0142377667396431,0.0273068702410364,0.0471116506590715,-0.0470618189340257,-0.0524589489053505,Male,74,No,No,Retired,Urban,High School or Below,1672639200
2,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b865bc54-5d9d-4dbe-bb07-e427be35ba95,no_churn,0.41244426,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,52,Yes,No,Employed,Suburban,Bachelor,1672639200
4,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,862382f0-f340-429e-adbc-aa511997892d,churn,0.13284056,1,churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,33,No,No,Employed,Suburban,High School or Below,1672639200
12,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fb2c10ea-1205-467b-8e95-a38c7b578a25,churn,0.22581878,1,churn,0.0642030292280651,-0.0033244413304737,0.0006018275166798,-0.040239186641229,-0.0884392017150685,0.0726915759850453,-0.0341833178046908,-0.0548364329649848,Female,46,Yes,Yes,Unemployed,Suburban,Master,1672639200
72,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e61ca591-9c5e-4659-8c42-45fe5e8995b6,no_churn,0.0018603659,0,no_churn,-0.068958911342861,-0.0034626866554708,-0.0883478294951464,-0.0035738037813734,-0.0026210342829426,0.0501956894927752,-0.0108885306300544,-0.0313690441644303,Male,71,No,No,Employed,Suburban,Bachelor,1672639200
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,c655f90d-e158-494e-a754-06647e4aaff5,no_churn,0.09040675,0,no_churn,-0.0742212571989921,-0.0038580195121903,0.0390498946834122,0.0664189577973229,-0.112151242282757,0.0570071651721218,0.0019345654839889,-0.0074919296343978,Female,43,No,No,Employed,Rural,Bachelor,1672639200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,324c33f6-3b0a-4f62-bb9d-f4e78d79ebee,no_churn,0.33750102,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,44,No,Yes,Medical Leave,Suburban,College,1672639200
50,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,e78d1280-0d4c-49e5-a64b-0971505e3d55,no_churn,0.45885053,0,no_churn,-0.0858322118093838,-0.0020607548352199,0.0155154117004076,0.050640581763364,0.045311682596166,0.090737888354015,0.0002622751576654,-0.0136010208192601,Female,62,Yes,No,Unemployed,Suburban,High School or Below,1672639200
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ad384156-5db4-4836-b287-a8f08e72fcc3,no_churn,0.1773243,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Male,53,No,Yes,Retired,Rural,High School or Below,1672639200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f4eb309c-9aee-4fc3-a3f4-4d409da7b9a8,churn,0.6222692,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,48,No,No,Unemployed,Urban,College,1672639200
50,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,4311e2ba-06bc-4886-822d-e03f3cb32f66,no_churn,0.23403713,0,no_churn,-0.0627927739180359,-0.0044731970905377,0.036109574821603,-0.03795301693096,-0.036681221155859,-0.198873761314681,0.0328322840817872,0.032805959036068,Male,61,No,No,Employed,Rural,College,1672639200
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,da257d5d-ed40-4837-baff-bbfd2166a2e1,no_churn,0.09701509,0,no_churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Female,67,No,Yes,Employed,Suburban,Master,1672639200
66,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,81fadd5e-cbea-4969-a8ee-e2824ff7b8d6,no_churn,0.017419007,0,no_churn,-0.131983437854196,-0.0018452778122082,-0.0007965913643238,-0.0059490616406947,-0.0982358641024438,0.0393191482558904,0.0676279601933401,0.0395036411444471,Female,44,No,No,Unemployed,Suburban,High School or Below,1672639200
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8d6ef776-878c-4d89-b33d-03ca5d58c71e,no_churn,0.0261583629999999,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,30,No,Yes,Unemployed,Rural,Master,1672639200
37,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,38c68791-9e0d-42b6-ab65-63d1db59af83,no_churn,0.0086097344999999,0,no_churn,-0.106547991408434,-0.0115698394387072,-0.0462386223152134,-0.0590216270018027,-0.0102633090060953,0.0395129104738407,-0.0336795351496584,-0.0412181373751082,Female,78,No,Yes,Employed,Suburban,College,1672639200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a86c5e92-b81b-409b-af54-c383f6e34f93,no_churn,0.6686019,1,churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Female,67,No,No,Employed,Suburban,College,1672639200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,85e409b7-2c78-47a9-a870-4bb216a79678,churn,0.6686019,1,churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Male,23,No,Yes,Unemployed,Suburban,Master,1672639200
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,00464aa6-0e6c-4112-a812-d6082ad3ed77,churn,0.6426726,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Female,71,Yes,Yes,Unemployed,Suburban,High School or Below,1672639200
13,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e458f79c-bbdf-412a-9de0-850c9e820473,no_churn,0.24031769,0,no_churn,-0.0484932147639301,-0.0164870928878372,-0.0769766402719324,-0.0442093413698785,-0.038674271494292,0.0426773645600496,-0.0278532779881516,-0.0319213891612162,Male,51,No,No,Employed,Suburban,High School or Below,1672639200
52,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f2df6475-a344-410e-9d27-32f707882054,no_churn,0.027386662,0,no_churn,-0.127082864461036,-0.0113972086331341,-0.010124713031837,-0.0463720453163841,-0.0390233743118551,0.032324000745184,-0.020453345003516,-0.0168966011182055,Male,58,No,No,Employed,Suburban,High School or Below,1672639200
52,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a6bc3742-5566-4bfc-9005-546bfadd19d2,no_churn,0.027386662,0,no_churn,-0.127082864461036,-0.0113972086331341,-0.010124713031837,-0.0463720453163841,-0.0390233743118551,0.032324000745184,-0.020453345003516,-0.0168966011182055,Male,50,No,Yes,Medical Leave,Urban,Doctor,1672639200
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,945db36c-1c98-43e4-9cd1-cec646e2e001,no_churn,0.521651,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Female,23,Yes,Yes,Unemployed,Urban,Bachelor,1672639200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2b1b5667-fb29-451a-9e2b-87465813d927,no_churn,0.40774095,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,68,Yes,Yes,Unemployed,Suburban,Bachelor,1672639200
45,Yes,Yes,Low Speed,Web_Chat_Support,One year,<50hrs,Active,19a7d8f2-0a4f-4c4a-8ea9-f32dfd225a93,no_churn,0.14732155,0,no_churn,-0.162343096234181,-0.0036831134844032,0.0061994784242233,-0.0104871411305248,0.0089219732955098,-0.190293025927222,0.0339885742217666,0.0486701979630743,Female,48,No,Yes,Unemployed,Rural,College,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,be73ce1f-716b-45c4-a221-a1aafd20ee7d,no_churn,0.8218385,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,43,Yes,No,Unemployed,Urban,Bachelor,1672639200
37,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,7c6a09bf-c630-4bda-a946-ec6239b368d3,no_churn,0.0086097344999999,0,no_churn,-0.106547991408434,-0.0115698394387072,-0.0462386223152134,-0.0590216270018027,-0.0102633090060953,0.0395129104738407,-0.0336795351496584,-0.0412181373751082,Female,66,No,Yes,Disabled,Rural,High School or Below,1672639200
53,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,a1d78937-ed37-4187-85fb-c51c60ddf4ef,churn,0.30780584,1,churn,-0.0622262893863808,-0.0032364475482245,-0.0039507597098236,-0.0001503279866301,0.0545490518110273,-0.109772333483124,-0.0666016004419361,-0.0018041089964026,Male,42,No,No,Employed,Urban,College,1672639200
47,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a4f5d344-8ee3-4da6-94fd-2cdc0b382e7c,no_churn,0.016467527,0,no_churn,-0.0692521523890718,-0.0060432777159439,-0.0289422193483915,-0.110225147581968,0.014956663178109,0.0358320658400589,-0.0423137596313608,-0.0463716563842899,Female,34,Yes,No,Unemployed,Rural,High School or Below,1672639200
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c9cc7dde-b22a-434f-844d-d3af3cd7cccb,no_churn,0.35983658,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,38,Yes,Yes,Employed,Suburban,College,1672639200
58,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9e70ef03-1bcf-4ae2-8414-42f2207ab5ca,no_churn,0.027226906,0,no_churn,-0.0551532089275224,-0.0037487562421301,0.0169707161858423,0.032265676618681,0.0143457280188158,0.0226935280025554,-0.0126347193903347,-0.0037651145005293,Female,66,No,Yes,Employed,Suburban,College,1672639200
31,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,95a1865d-a498-4f4d-88e2-3af9909f3b3a,churn,0.01920003,0,no_churn,-0.0229324429367898,-0.0049016094294165,0.0361762654313679,0.0394320874898585,0.138476335518408,0.121794000231057,0.102828593387403,0.110410148424089,Male,30,Yes,No,Employed,Suburban,Bachelor,1672639200
47,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,9f50341e-275d-40a7-a18e-ef8b01c0f54c,no_churn,0.016467527,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,69,No,Yes,Employed,Rural,College,1672639200
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,84a23ed3-c7ff-4e2e-b60f-38ca2b715009,no_churn,0.13541587,0,no_churn,-0.257746701306596,-0.0035475576762109,0.0270470002419915,-0.0188261879594756,0.0087557080433725,0.0083371946646548,-0.0293242388737871,0.0062786284034882,Female,38,No,No,Employed,Suburban,Bachelor,1672639200
61,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,3f78beb8-78bf-4eb0-8c7b-d682cf12d373,no_churn,0.04806984,0,no_churn,-0.104967656214321,-0.0028300388123898,0.0243642583793371,0.0320817741821883,-0.0468722893304584,0.0676067579942173,0.0265416577556243,0.0250493867544355,Male,46,No,Yes,Medical Leave,Suburban,College,1672639200
10,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,2dea8416-ddd5-4080-a72c-e5ab2e3d5db7,churn,0.35080397,1,churn,0.122636102889228,-0.0009096202325235,0.0672449561053599,0.0493366073447941,-0.0436803199880705,0.141755226402674,0.115440336412457,0.10848389709914,Female,68,Yes,Yes,Employed,Suburban,Bachelor,1672639200
1,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ecbff43e-1ec2-4865-be8c-7f63f7c61537,churn,0.9171074,1,churn,0.290714814061375,-0.0019722025890951,0.0557190624846498,-0.0443871396260328,0.0690051627481443,0.156920324474031,0.0946833848802816,0.100290439423934,Female,41,Yes,No,Unemployed,Suburban,Doctor,1672639200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9889e360-da52-4cec-9fa7-91226cb5e75d,churn,0.6399874,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,41,Yes,No,Employed,Suburban,Bachelor,1672639200
48,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,e88b9847-1757-4470-8864-9c6eb0361d3d,churn,0.17216039,1,churn,0.0726586581144647,0.12662051731867,0.0427278998951078,0.0329278701600378,0.10259402033199,0.0217499162497733,-0.0024217380403251,-0.005883294474047,Female,63,No,No,Unemployed,Suburban,Doctor,1672639200
68,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,769a1691-79ef-4440-9f0e-448e1356dd48,no_churn,0.06430172,0,no_churn,-0.158823782766654,-0.0043078639076065,0.01085804155603,0.0555324146649763,-0.0214289920522651,0.0432267142583214,-0.0060641267867504,-0.0330185570898902,Female,54,No,No,Employed,Suburban,High School or Below,1672639200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,52a6afba-3117-423c-ae15-9a971b4e0c2f,no_churn,0.6686019,1,churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Female,66,No,Yes,Employed,Rural,Master,1672639200
49,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,ae9abdb8-898b-4361-8fa7-78ffe8d2db80,no_churn,0.026379015,0,no_churn,-0.149742243316232,-0.002965353227446,-0.0136914290133063,-0.0657426461426985,0.0701004004903734,0.0662293786178634,0.0492465664033807,0.0875391752780706,Male,69,No,No,Unemployed,Rural,Master,1672639200
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2d6d2720-81f5-42a8-a098-60ac0a57f1ca,no_churn,0.14075668,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,28,No,No,Employed,Suburban,High School or Below,1672639200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b211c1c8-9484-4ab9-9af0-31e1070dc31f,churn,0.5628127,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,46,Yes,Yes,Employed,Rural,High School or Below,1672639200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,76741caf-99bb-4263-8c8c-ac9b674a0729,no_churn,0.42261633,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,75,No,Yes,Employed,Rural,Bachelor,1672639200
13,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b869975f-d336-460c-9275-5d80cc9e92fe,no_churn,0.2814082,0,no_churn,-0.0484932147639301,-0.0164870928878372,-0.0769766402719324,-0.0442093413698785,-0.038674271494292,0.0426773645600496,-0.0278532779881516,-0.0319213891612162,Male,64,No,No,Medical Leave,Suburban,Bachelor,1672639200
59,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,d55401ee-377c-460c-b5ea-3fff68aeb649,churn,0.044633694,1,churn,-0.0561852556068515,-0.0036486566971689,-0.0162805974597358,-0.0175260813902787,0.0071997114356599,-0.11783316610019,-0.0313339299233484,-0.0334181776143122,Female,26,No,No,Disabled,Suburban,College,1672639200
36,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,d1dd1dd9-44aa-4913-9c6b-da53832a761e,no_churn,0.31326064,0,no_churn,-0.0850225054014208,-0.0023855830733009,-0.0119523011777528,0.0282074330414525,-0.03201888171081,-0.200043319833967,0.0031504260125439,0.0310385788823805,Female,46,No,Yes,Employed,Suburban,College,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d04d661b-45b1-4e1d-a7e7-5eaa451925a2,churn,0.8218385,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,52,Yes,Yes,Unemployed,Suburban,High School or Below,1672639200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,51d3d122-d8a7-4ba6-a2d6-fb25e3218518,no_churn,0.21879676,0,no_churn,0.146120913264258,-0.0034614399537167,-0.0468237130829948,-0.0232440713335199,0.129934240878347,0.133821092792095,0.157758887758519,0.129415560617499,Female,47,No,Yes,Unemployed,Rural,Bachelor,1672639200
61,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3d8e550-4ad8-4cba-9923-553779bb5394,no_churn,0.028613545,0,no_churn,-0.0549978713900054,-0.001453582594695,0.0072478132502146,0.0106583892359503,-0.0420053579491832,0.0540672790899407,-0.0398403142704955,-0.0427025072487686,Female,65,Yes,No,Medical Leave,Suburban,Bachelor,1672639200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e64734bf-c89f-4d3e-bb32-46b28c73bac8,churn,0.5628127,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,20,No,Yes,Employed,Suburban,College,1672639200
11,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d17ad1b9-df9c-413e-bc47-4098a94c70cb,churn,0.37146622,0,no_churn,-0.0354961589227559,-0.0086618371992835,-0.0019416167878489,-0.0823527045733226,-0.0493691153835834,0.0388033439120681,-0.0567066518651699,-0.0539680776337809,Female,29,No,Yes,Employed,Suburban,High School or Below,1672639200
69,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,ec08d977-6596-40f1-8a43-c33a5c533c4f,no_churn,0.09371487,0,no_churn,-0.111023374726528,-0.0028317949137772,0.0812758899775462,0.0362533528133144,0.0598069661594308,0.0963610754347291,0.0031770357303958,0.0509308939632137,Male,23,No,Yes,Employed,Rural,High School or Below,1672639200
9,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,58e2ebf9-a7eb-4791-b07d-a6bfad4a5483,no_churn,0.76680815,1,churn,0.0870869519107145,-0.0010928611076633,0.0843083421250139,0.0251774616190414,0.0888316429901169,0.163933318730778,0.136368891500551,0.133860104694413,Male,36,No,Yes,Unemployed,Urban,High School or Below,1672639200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a02f1e1d-bb4f-46b4-8e03-0ee10ecea970,no_churn,0.40774095,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,21,Yes,Yes,Unemployed,Urban,Bachelor,1672639200
1,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1ab0c979-95d3-497a-95a4-7ea593d168ee,churn,0.9171074,1,churn,0.290714814061375,-0.0019722025890951,0.0557190624846498,-0.0443871396260328,0.0690051627481443,0.156920324474031,0.0946833848802816,0.100290439423934,Female,31,No,Yes,Employed,Suburban,High School or Below,1672639200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,dccf1b11-7831-4c4b-b00e-bb9cd523e88e,no_churn,0.6294826,0,no_churn,-0.0510016338137484,-0.0064025696553289,-0.13102742253026,-0.0241855000945724,-0.0366295341943805,0.0580935481802225,-0.0568811358947641,-0.0109919043407535,Female,27,No,Yes,Unemployed,Suburban,College,1672639200
38,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,024d3262-4c07-46b2-b495-3462fb8e3631,churn,0.4715142,1,churn,-0.193366846675663,-0.0064861398478387,0.0413141919953795,-0.0046175535698421,0.0201412845452614,0.0638741278382076,0.0190679034375352,0.0110468839825807,Male,55,No,No,Employed,Suburban,Bachelor,1672639200
14,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,3bb3a9ee-1d77-45c9-893e-d0d48fceeafd,churn,0.55866414,1,churn,0.0198051200077406,-0.0216565840705743,0.0099892131528804,0.0069539462741613,0.0771285932866703,0.0925683112333172,0.0335472609165708,0.0869713244319655,Female,67,No,Yes,Unemployed,Rural,Bachelor,1672639200
35,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,efcb0755-142d-49fc-b97c-85fe47cd092e,no_churn,0.12212381,0,no_churn,-0.144011539049179,-0.0088722451519424,0.0335817552801745,-0.0871526990065649,0.0226081693165724,0.0552549077110143,-0.0235759297289223,-0.0188030134327164,Female,69,No,No,Medical Leave,Rural,Master,1672639200
43,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad126bb3-bb22-4ed1-b175-c926c9f21889,no_churn,0.1633822,0,no_churn,-0.0899298854823791,-0.048020058793536,-0.0172272171621261,-0.0494890643581675,-0.0484352007437155,0.0437941449998106,-0.0229838923156876,-0.0367349767709856,Female,21,No,Yes,Employed,Suburban,High School or Below,1672639200
22,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,5245b5ce-9bf1-4122-95ee-bfe0f2fccc2f,no_churn,0.028683037,0,no_churn,-0.0574941613757801,-0.0032646990175362,-0.0104432424671176,-0.0393550492936901,-0.012748257810017,-0.0631324739315459,-0.0301320649970512,-0.0524562036844326,Female,48,No,Yes,Unemployed,Suburban,High School or Below,1672639200
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4f1be9dc-cc78-4a01-b0e0-cd440d8e3d1e,no_churn,0.1773243,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,33,No,No,Disabled,Urban,Bachelor,1672639200
58,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,34801769-422e-4f80-995c-c53807ede04a,no_churn,0.027226906,0,no_churn,-0.0551532089275224,-0.0037487562421301,0.0169707161858423,0.032265676618681,0.0143457280188158,0.0226935280025554,-0.0126347193903347,-0.0037651145005293,Female,42,No,No,Employed,Suburban,College,1672639200
29,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5fd92bc9-3257-4fd6-81aa-ebe40422e84d,churn,0.37229666,1,churn,0.0408610842176631,0.0275770730656495,0.0227343954834577,-0.0757518133478697,0.0407593400664473,0.0894411631714137,-0.0283674975807298,-0.0349465593908462,Female,31,No,No,Employed,Suburban,Master,1672639200
51,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,96a3f9cc-5908-4f73-a69f-fadc19842a8b,no_churn,0.013931845,0,no_churn,-0.0711994231128483,0.0106631447657491,-0.0051689839297387,-0.026308995255431,-0.0402080657512215,-0.106617267042338,-0.0167715083243956,-0.0134150532737839,Female,77,Yes,Yes,Retired,Urban,College,1672639200
8,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,fbca3c9e-e900-40af-a40e-1dd7fe2843aa,no_churn,0.012666148,0,no_churn,0.0184922176956934,-0.0054058409596291,-0.0096427599355229,-0.0304512133362914,0.0178523675261385,-0.188040531895022,-0.0328719479423489,-0.0389584440995349,Female,57,No,Yes,Unemployed,Suburban,High School or Below,1672639200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,757a38ad-e456-4383-97ae-28bddb35b60c,churn,0.55998045,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,47,No,Yes,Employed,Suburban,High School or Below,1672639200
53,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,a18f47d7-8820-4d52-9692-1dfb31270f30,no_churn,0.027845243,0,no_churn,-0.0368298512223827,-0.0041801881828359,-0.020177772926072,-0.107206793546302,0.028053506571432,-0.047846427020022,-0.029765177427198,-0.0310734480143582,Female,72,No,Yes,Unemployed,Urban,Bachelor,1672639200
71,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,acbc94a7-9ef2-4ff5-82ad-9db5a784e4f9,no_churn,0.17775102,0,no_churn,-0.250028469325521,-0.0032926368625703,-0.0336102022978911,-0.0451038906099984,0.0292109492692225,0.0536709309094476,-0.0526318340117177,0.0727589977060233,Male,50,No,No,Employed,Suburban,College,1672639200
58,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,829c1c87-9b38-476b-9fea-acfd553a4435,no_churn,0.32089356,1,churn,-0.18345165084359,-0.0052313142136881,-0.0382843162794415,-0.0778439591692404,0.0108666889993946,0.0344400380252409,-0.0002550486311156,0.031566743128551,Male,63,No,No,Unemployed,Urban,College,1672639200
13,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,76653a5a-55ee-482b-9aec-759bc5ce3555,no_churn,0.2814082,0,no_churn,-0.0484932147639301,-0.0164870928878372,-0.0769766402719324,-0.0442093413698785,-0.038674271494292,0.0426773645600496,-0.0278532779881516,-0.0319213891612162,Male,44,Yes,No,Unemployed,Suburban,High School or Below,1672639200
49,Yes,No,Low Speed,Phone_Support,Two year,<50hrs,Active,d11f8816-ec79-402f-8fab-56f53d3f0422,no_churn,0.026379015,0,no_churn,-0.0705176051532544,-0.0018521250264893,-0.0115435232744494,-0.0191040136928131,0.048325913491135,-0.124668519959014,0.012139873038559,0.0681938503003766,Female,74,No,No,Unemployed,Suburban,Bachelor,1672639200
66,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,c07a2c2d-f518-4bf3-a6d1-c7bcbb10c7d5,churn,0.034806512,0,no_churn,-0.127946093427609,-0.0281680749961742,-0.0358056818314071,0.019256850658221,0.0482708744962838,0.0838135975038858,0.0535668353271648,0.0689855405819434,Female,35,No,No,Employed,Suburban,Master,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,07413a65-9efc-4504-be5f-741090e3b71e,churn,0.87106085,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,20,No,No,Employed,Suburban,Master,1672639200
56,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,0676024d-fffb-45a4-823e-2d0bb80f063f,no_churn,0.019997586,0,no_churn,-0.0573914692638209,0.0141270019660987,0.0034415150868335,-0.0430640207286887,0.0155294259004585,-0.118660895276007,-0.0297290872097801,-0.0332786217624016,Male,68,Yes,No,Disabled,Suburban,Master,1672639200
44,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,d4417300-82a2-4068-bf7e-209db21dd019,churn,0.24664724,1,churn,0.0288747171584464,0.0678341475489196,0.0250009712382961,0.0139126077059427,0.0457970484855513,0.126868227885589,0.136824029129157,0.0958621123346529,Female,70,Yes,Yes,Employed,Suburban,College,1672639200
52,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,6c0f5195-953f-47bb-92e6-faf1407842ff,no_churn,0.027386662,0,no_churn,-0.0883696843204961,-0.0035597261789007,-0.0057378701906782,-0.0260521823711405,-0.0247014180648693,-0.0480418901549546,-0.0255293582666308,-0.0270340221728974,Female,20,No,No,Unemployed,Suburban,Bachelor,1672639200
51,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,9d3dfba1-6840-4d2a-8dd2-84dbab5b4865,no_churn,0.013931845,0,no_churn,-0.0711994231128483,0.0106631447657491,-0.0051689839297387,-0.026308995255431,-0.0402080657512215,-0.106617267042338,-0.0167715083243956,-0.0134150532737839,Male,64,No,Yes,Employed,Suburban,Master,1672639200
70,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,15ff6885-f76a-4435-8eab-81ff5031f6f9,no_churn,0.00788892,0,no_churn,-0.0985431188153052,-0.0029214840811437,-0.0120312321604797,-0.0545688790532221,0.0022176170321654,0.0509716911312716,-0.0296626108560485,-0.0494881355594043,Female,59,No,Yes,Unemployed,Urban,Master,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,128ebd52-74d8-477a-8058-4e59045c057a,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,48,No,Yes,Employed,Suburban,Bachelor,1672639200
45,Yes,Yes,Low Speed,Web_Chat_Support,One year,<50hrs,Active,365b47de-46ae-40bd-8367-a10f9e1897af,no_churn,0.14732155,0,no_churn,-0.162343096234181,-0.0036831134844032,0.0061994784242233,-0.0104871411305248,0.0089219732955098,-0.190293025927222,0.0339885742217666,0.0486701979630743,Female,33,No,Yes,Employed,Rural,High School or Below,1672639200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cc38214d-b7aa-4f54-9812-6451c2382932,no_churn,0.85786307,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,28,No,Yes,Employed,Suburban,Bachelor,1672639200
21,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,cac6861c-c8df-4c2e-b53c-efb6a761b0eb,churn,0.4496969,1,churn,-0.122213308952614,-0.0069319988622373,-0.110735585500543,-0.0136616311093666,-0.0431818353270409,0.0422820259056925,-0.0010149692809318,0.0280978163190593,Male,78,No,No,Employed,Urban,Bachelor,1672639200
37,Yes,Yes,Low Speed,Phone_Support,One year,<80hrs,Active,0b4f2201-cae7-4697-8133-202dd74ab533,no_churn,0.2675581,0,no_churn,-0.103764269122612,-0.0047979780260084,-0.0144504630241499,-0.0158146460940588,0.0178961926530701,-0.166739143938266,-0.0147226005581342,0.056616754827155,Male,30,No,Yes,Unemployed,Suburban,College,1672639200
49,Yes,No,Low Speed,Phone_Support,Two year,<50hrs,Active,4ca3afa7-8b54-4ba7-9372-d4f35595ec82,no_churn,0.026379015,0,no_churn,-0.0705176051532544,-0.0018521250264893,-0.0115435232744494,-0.0191040136928131,0.048325913491135,-0.124668519959014,0.012139873038559,0.0681938503003766,Male,24,No,Yes,Employed,Rural,Bachelor,1672639200
29,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,f338b301-994a-4712-8798-9c3224706522,churn,0.3101147,0,no_churn,-0.0518650014314243,0.0682742578904981,0.0181840754951554,0.0493225061476096,-0.0860474673521912,0.0872114906224396,-0.0029119529043691,0.0088059454447102,Male,74,No,No,Medical Leave,Suburban,Master,1672639200
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e545261f-4889-457c-bc8e-61bce807a8fb,no_churn,0.11497297,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Male,36,No,Yes,Medical Leave,Suburban,Bachelor,1672639200
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,40a91d1b-ee42-420e-b0a8-4cc780ffa89b,churn,0.3146606,1,churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,23,No,No,Employed,Suburban,Bachelor,1672639200
15,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,76893ee8-a925-4aea-b2a8-0e137105d569,no_churn,0.09723704,0,no_churn,-0.0373589944930427,-0.0095582103997185,-0.0119841513703431,-0.0781636829663693,-0.0725787824236067,0.0501412113289825,-0.0342572272785946,-0.0374885358112078,Female,48,Yes,Yes,Employed,Rural,Bachelor,1672639200
45,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,d53c5dc3-1c7f-4148-8483-7f6a44c4a7a4,no_churn,0.0066034836,0,no_churn,-0.14112548837049,-0.0061809562852431,-0.0383162945187086,-0.0455619130086597,0.011043901158755,0.028936366086018,-0.0384071661532652,-0.0394146001168337,Female,33,No,Yes,Employed,Suburban,Bachelor,1672639200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cc695b23-63f0-4ee4-96a5-f5cd2235f3fb,churn,0.5628127,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,20,Yes,Yes,Disabled,Suburban,High School or Below,1672639200
60,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,2218e850-d89d-456c-886a-b7a1a008fd39,no_churn,0.036800563,0,no_churn,-0.113550470694754,-0.0068305252583377,-0.079294770181732,-0.0051748336982382,-0.0864353031526116,0.0352873212662962,-0.0066085967215076,-0.006418972245865,Male,45,No,No,Employed,Rural,High School or Below,1672639200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7e72c506-2d58-4ef9-b622-dfc522d4f6e5,no_churn,0.4653841,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,69,Yes,Yes,Disabled,Urban,Bachelor,1672639200
35,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,88a6aa2f-2294-4d03-8ff8-804f7185aafd,no_churn,0.12046943,0,no_churn,-0.04496796403002,-0.0052725877689044,-0.052574654087839,0.0960511236041384,-0.0842424554361514,0.0613290401998256,-0.0148555320290688,-0.0219931198732774,Female,26,No,Yes,Employed,Suburban,College,1672639200
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c4f77743-e228-46db-9333-984f0ec4d27e,no_churn,0.40325084,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,54,No,Yes,Retired,Suburban,College,1672639200
30,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,1d22d9b9-90c0-4ebb-ac4f-82d693a1f026,churn,0.15611279,1,churn,-0.0299529027092239,0.0303539308571316,0.0346228368250922,0.0105272719967956,0.0976311468162839,0.103596529438591,-0.0038700454046534,0.0050650824627973,Male,38,No,Yes,Unemployed,Suburban,High School or Below,1672639200
57,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,76e1ebb5-4d99-45bc-95e2-f58e500123fa,churn,0.07885983,0,no_churn,-0.0569654287440971,-0.0015101038731882,-0.0376498540372813,-0.0726049243914894,0.0593318819922569,-0.129574276328294,0.0309381159264557,0.0690084392216158,Female,75,No,Yes,Unemployed,Suburban,College,1672639200
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,bbf38e0a-fbe4-40da-89ad-66f9265183c4,churn,0.46759868,1,churn,0.128661119949711,-0.0021047618551165,0.0997402906822935,0.0563982056008535,0.0937778865330256,0.146736392929397,0.0773559120576465,0.0437421453130628,Female,51,No,Yes,Medical Leave,Suburban,College,1672639200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dbeb5ed1-50c8-4e88-98a1-fd469aa051a4,churn,0.5244456,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,38,Yes,No,Employed,Suburban,Master,1672639200
10,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,70cf52c7-99dc-4b33-a982-35921f3c364a,no_churn,0.21879676,0,no_churn,0.146120913264258,-0.0034614399537167,-0.0468237130829948,-0.0232440713335199,0.129934240878347,0.133821092792095,0.157758887758519,0.129415560617499,Male,47,Yes,Yes,Employed,Suburban,College,1672639200
8,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,3ae2875c-0b31-4c5a-8c1d-2d00284516ef,no_churn,0.266397,0,no_churn,0.160796545726416,-0.0025066995607085,-0.0395820881167037,-0.0345755875690247,0.145505877583146,0.132170383354933,0.15767165117717,0.124160436306265,Female,76,No,No,Employed,Rural,College,1672639200
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,60eb5ff5-a71e-4a05-9de7-d54b7de1e128,no_churn,0.0016602854,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Male,63,Yes,Yes,Employed,Suburban,College,1672639200
70,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,f88e9ef8-5411-4dbd-b105-76b920257ed1,no_churn,0.14038396,0,no_churn,0.0467038138810858,0.0032001516885793,0.0823468273869093,0.0756959298755009,0.0854365756857987,0.0378133981502742,0.151762821151233,0.0980143397671145,Male,35,Yes,Yes,Employed,Suburban,Bachelor,1672639200
56,No,No phone service,Low Speed,Phone_Support,Two year,0hrs,Disabled,89c258f1-6724-45c5-bc66-edc1c402518d,no_churn,0.019997586,0,no_churn,-0.0573914692638209,0.0141270019660987,0.0034415150868335,-0.0430640207286887,0.0155294259004585,-0.118660895276007,-0.0297290872097801,-0.0332786217624016,Female,66,No,Yes,Employed,Suburban,Doctor,1672639200
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,514e9df5-e385-4d57-8184-384b99b68877,churn,0.52104086,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,44,No,No,Medical Leave,Urban,High School or Below,1672639200
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ae86ca81-540f-4391-803a-f79b1962b0bc,no_churn,0.03242012,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,49,No,Yes,Unemployed,Suburban,College,1672639200
13,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d9cb6e59-1e69-4258-9233-3751966f6152,churn,0.31055826,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Male,66,No,Yes,Retired,Urban,College,1672639200
62,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,7c2a2223-79a3-4a69-8a9c-80cae78c602f,no_churn,0.026657512,0,no_churn,-0.0619006120288941,-0.0019861034659152,-0.0016771212790445,0.0012749590699968,-0.0201922569394992,-0.0734565480733908,-0.0406280803740446,-0.0504603883210438,Female,70,No,No,Employed,Suburban,Bachelor,1672639200
71,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,a2217933-0130-4336-be4a-19718bea67a4,no_churn,0.0067636295999999,0,no_churn,-0.106355728824378,0.0102762579456725,0.0003465021374631,-0.0123104478551431,0.0036214155915013,-0.12847465253325,-0.0148323407079305,-0.0212971595184308,Female,27,No,No,Unemployed,Suburban,Bachelor,1672639200
72,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,bae2ef66-b713-48c4-b956-473eb9585440,no_churn,0.004966615,0,no_churn,-0.0785881528811432,-0.0031365129903406,-0.0020594161139388,-0.0304169184221427,0.0035892313920521,-0.118658092536903,-0.0182351805914458,-0.021521109807345,Female,24,No,Yes,Unemployed,Rural,High School or Below,1672639200
69,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e4ef1402-d6ca-439a-8f46-ae1716f772a2,no_churn,0.0256995,0,no_churn,-0.0760046018135381,-0.0019755881148375,0.0420368606378451,-0.0054180767461048,0.0625409347063759,0.083112153204147,-0.035550693312075,-0.0489655523182227,Male,66,No,No,Employed,Rural,Doctor,1672639200
71,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c9932f8b-12d9-4bde-8f4e-6599a815377a,no_churn,0.0067636295999999,0,no_churn,-0.200457239528805,0.0040633158963964,0.0017627637649957,-5.48344911203458e-05,-0.0409582251111442,0.0633222164610288,-0.0294508962870304,-0.0422532515890998,Male,35,Yes,No,Employed,Rural,College,1672639200
72,Yes,Yes,Medium Speed,Phone_Support,Two year,<80hrs,Active,87491e14-a69d-4754-a3bc-235f6b9ed726,no_churn,0.009253064,0,no_churn,-0.165987036184338,-0.0023189642900251,-0.0066093733330308,-0.0407731079337099,0.0351333722196432,-0.137707391752365,0.0348892821759682,0.0443470670829629,Female,61,No,No,Employed,Suburban,College,1672639200
21,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,4693dd9d-0547-4fd5-9d6d-4baecdc14243,churn,0.63313353,1,churn,0.0676386083798388,-0.0031213907056553,0.0175578548886096,0.0396169667965205,0.0843919035410635,0.130504300430821,0.221304964161664,0.124747316766616,Female,36,No,Yes,Employed,Rural,Master,1672639200
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,510f3d15-329c-4303-b108-0557bbee2bea,churn,0.52104086,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,53,No,Yes,Employed,Suburban,Master,1672639200
9,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,59ad6d81-e0a0-476d-8d21-eade433901de,no_churn,0.76680815,1,churn,0.0870869519107145,-0.0010928611076633,0.0843083421250139,0.0251774616190414,0.0888316429901169,0.163933318730778,0.136368891500551,0.133860104694413,Male,64,Yes,Yes,Employed,Suburban,High School or Below,1672639200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,38406085-3b3e-4582-b712-98c503582f1c,no_churn,0.6686019,1,churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Male,50,Yes,No,Medical Leave,Rural,Bachelor,1672639200
64,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5f949928-8e4e-4f57-a222-40aac9fea26b,no_churn,0.15153481,0,no_churn,-0.293314577028532,-0.0050018119522928,0.0201037893696457,-0.046437031043265,0.021664997204989,0.0144295120885681,0.0075031426173882,0.0120258246006415,Female,21,No,No,Retired,Suburban,Bachelor,1672639200
24,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,e7ec0df3-be2d-45a2-960b-370b6c318c14,no_churn,0.30207714,0,no_churn,-0.180148680607472,-0.010300978250234,-0.10382913810392,0.040855993141522,0.0014168474509824,0.0489986720480737,-0.0406934953999552,-0.0253253693832994,Female,58,No,No,Unemployed,Suburban,Bachelor,1672639200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,50c33a89-a17f-4485-8723-47328d19fdd0,churn,0.6222692,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,76,No,Yes,Retired,Suburban,College,1672639200
13,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,217a6362-c400-4b31-afeb-c08c10e2b857,churn,0.27439,1,churn,0.146117875232048,-0.0052232570899286,0.0472896581627173,-0.0006906437990528,0.134896406835414,0.144044159521527,0.141245171078999,0.123294484198768,Male,55,No,Yes,Employed,Rural,Bachelor,1672639200
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e9370cf-851f-4325-8b13-d882f5066bcd,no_churn,0.4823043,0,no_churn,0.0974287172491813,-0.0058182851793208,0.0775766118834417,0.151972513853179,0.0847026231260133,0.139340172888255,-0.0238934853597493,-0.0385979995098841,Female,57,Yes,Yes,Employed,Suburban,High School or Below,1672639200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4ded82af-634f-438e-9c7f-6aaf87aaf8b2,no_churn,0.7597214,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Male,28,Yes,No,Employed,Suburban,High School or Below,1672639200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0354ef3c-0cb2-4215-ab46-b87d43d6ba2e,no_churn,0.85786307,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,61,No,No,Unemployed,Suburban,High School or Below,1672639200
60,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,4307672a-41ee-45c2-b1aa-9e5ccb988af7,churn,0.036800563,0,no_churn,-0.113550470694754,-0.0068305252583377,-0.079294770181732,-0.0051748336982382,-0.0864353031526116,0.0352873212662962,-0.0066085967215076,-0.006418972245865,Male,73,Yes,No,Employed,Urban,Master,1672639200
38,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,483816ba-d1f2-464b-9b06-fd1587d5e03c,churn,0.4715142,1,churn,-0.193366846675663,-0.0064861398478387,0.0413141919953795,-0.0046175535698421,0.0201412845452614,0.0638741278382076,0.0190679034375352,0.0110468839825807,Female,32,No,No,Retired,Rural,College,1672639200
3,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1327e212-dca4-479f-9312-b89dcb8d735a,no_churn,0.66826665,0,no_churn,0.133637620044369,0.105985099303889,0.0401523601869484,-0.0021166778488213,0.0329653735391184,0.113468223795999,-0.0160787661633094,-0.0035949272717152,Female,38,No,No,Disabled,Suburban,College,1672639200
8,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,cfb6ec93-c02a-4609-97b4-898d0cb4158e,no_churn,0.266397,0,no_churn,0.160796545726416,-0.0025066995607085,-0.0395820881167037,-0.0345755875690247,0.145505877583146,0.132170383354933,0.15767165117717,0.124160436306265,Male,42,No,No,Retired,Urban,Bachelor,1672639200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e80dc37-621e-424e-9f13-021fe3cb36df,no_churn,0.40774095,0,no_churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Female,74,No,No,Employed,Urban,Bachelor,1672639200
44,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,0ec01b20-7ab7-41af-812a-aa51b7619287,no_churn,0.048409924,0,no_churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Female,71,No,Yes,Employed,Suburban,Master,1672639200
24,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,514d85c5-7034-481b-99cb-7a3661aef4f6,no_churn,0.30207714,0,no_churn,-0.180148680607472,-0.010300978250234,-0.10382913810392,0.040855993141522,0.0014168474509824,0.0489986720480737,-0.0406934953999552,-0.0253253693832994,Male,49,Yes,No,Medical Leave,Urban,College,1672639200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,8a18c589-6987-4bc9-a7af-c9da0bbbd9c2,no_churn,0.5780982,0,no_churn,0.238836264512856,-0.0029721721313399,-0.0457520895644256,-0.105542295431337,0.0599293556239172,0.13986074017886,0.0870839581980362,0.0975300864525706,Female,27,No,No,Unemployed,Urban,High School or Below,1672639200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cdb3fc6-a74d-49d9-a8c4-b19c5f3d2c1b,churn,0.61569643,1,churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,79,Yes,No,Employed,Suburban,College,1672639200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a570d717-48d1-415a-a5ab-03c65481065a,churn,0.8816344,1,churn,0.332679927955023,-0.0044584539464267,-0.0161167602734576,-0.0152437566277012,0.0611801183139687,0.166089850898543,0.117919945587128,0.0889229834610341,Female,54,No,Yes,Employed,Suburban,High School or Below,1672639200
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8923d9a6-ed63-477d-8ada-503e63f2e968,churn,0.33244956,1,churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Male,61,No,Yes,Unemployed,Suburban,High School or Below,1672639200
2,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aa52da9f-9009-42d3-a1a0-14d045ace862,no_churn,0.1773243,0,no_churn,0.179694121749835,-0.0152745529696949,-0.0132663668927307,-0.0506283542353048,0.0079863302705598,0.110381650187001,-0.0142153811348362,-0.0170618677240963,Female,34,No,Yes,Employed,Rural,College,1672639200
29,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ce82d23-b352-429d-8908-118ec9f6ad25,churn,0.20128621,1,churn,-0.0631065788895148,0.0281039357658755,0.01018569320413,-0.203325296211533,0.0274229760189655,0.0618245110229145,-0.0388065382772401,-0.05132485464017,Male,37,No,Yes,Employed,Suburban,High School or Below,1672639200
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,1ab99a1e-b71f-44ef-b7d9-05d50fcec529,no_churn,0.09040675,0,no_churn,-0.0742212571989921,-0.0038580195121903,0.0390498946834122,0.0664189577973229,-0.112151242282757,0.0570071651721218,0.0019345654839889,-0.0074919296343978,Male,80,No,No,Employed,Suburban,Master,1672639200
1,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,a082affc-494f-473a-bc95-22e18e613ff3,churn,0.82367724,1,churn,0.240204989239487,0.0082803097398664,-0.0230433181639091,0.0012463071995671,0.0127903292273549,0.152478142597274,0.0773217645171826,0.0925286589756524,Male,36,Yes,No,Retired,Rural,Bachelor,1672639200
37,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,706f6825-258d-4156-be3e-94dcc04d8fed,no_churn,0.2675581,0,no_churn,-0.141074598207715,-0.0047186506344951,0.0213031361169123,-0.0365721164141541,0.0359805307853184,0.0497596311017514,-0.0439006856612923,0.0761489837664339,Male,22,Yes,No,Medical Leave,Suburban,Bachelor,1672639200
72,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,7f9bcd25-83ac-4fa3-90f2-52bf73f8cc7a,no_churn,0.0018603659,0,no_churn,-0.060909831760207,-0.0033528289024252,-0.0134118458446869,-0.0237633878272936,-0.0134241130093187,-0.128530615130305,-0.0111662410963981,-0.0144672897335112,Female,27,Yes,Yes,Employed,Suburban,College,1672639200
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb3a8ff1-8ed8-4324-8558-2e454c2cf23f,churn,0.52104086,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,65,No,No,Employed,Suburban,High School or Below,1672639200
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,6539f5ca-7612-44af-ad47-beb3ef97933e,no_churn,0.0589031759999999,0,no_churn,-0.035399030322269,-0.0018476904734234,0.0425217392493323,0.0160340489261216,-0.0284547725757511,-0.130052072066501,-0.002888447002042,-0.0214399247217079,Female,54,Yes,No,Employed,Suburban,Master,1672639200
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9f7dd8e2-09b1-43cb-a3da-41a086c96b6b,no_churn,0.14075668,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,28,No,Yes,Employed,Suburban,High School or Below,1672639200
60,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,6f47b616-d9ac-430c-9eb6-ab6e4723ee07,no_churn,0.036800563,0,no_churn,-0.113550470694754,-0.0068305252583377,-0.079294770181732,-0.0051748336982382,-0.0864353031526116,0.0352873212662962,-0.0066085967215076,-0.006418972245865,Male,47,No,No,Employed,Suburban,College,1672639200
12,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fb7d999c-fc82-4d43-97a2-68cbbe1bcae7,churn,0.22581878,1,churn,0.0642030292280651,-0.0033244413304737,0.0006018275166798,-0.040239186641229,-0.0884392017150685,0.0726915759850453,-0.0341833178046908,-0.0548364329649848,Female,58,No,No,Employed,Rural,Bachelor,1672639200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3888b7c-9a5e-4c8a-85e3-93661a2a82e8,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,38,Yes,Yes,Employed,Suburban,High School or Below,1672639200
8,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8e146f0d-149c-487b-b7ab-6c98ba94d71a,no_churn,0.012666148,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,21,No,No,Unemployed,Suburban,College,1672639200
24,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,f375fbdc-6714-47a2-8bd0-5de44a47895c,no_churn,0.30207714,0,no_churn,-0.180148680607472,-0.010300978250234,-0.10382913810392,0.040855993141522,0.0014168474509824,0.0489986720480737,-0.0406934953999552,-0.0253253693832994,Female,35,Yes,No,Employed,Suburban,Bachelor,1672639200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,311f8062-65df-47b9-903e-1116b33f6a50,no_churn,0.7597214,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,73,Yes,No,Employed,Suburban,College,1672639200
7,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,c03fc90c-3f54-4965-b422-10f3ffc18081,no_churn,0.10908673,0,no_churn,-0.050099753653094,-0.0047821835900685,-0.107538785799616,-0.0690490156118812,-0.134896258596364,0.0546404685810739,0.0606081101102245,0.0220912661172587,Female,21,No,Yes,Medical Leave,Urban,College,1672639200
50,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,69357999-ce28-42f6-8b26-544f8da1041e,no_churn,0.23403713,0,no_churn,-0.0627927739180359,-0.0044731970905377,0.036109574821603,-0.03795301693096,-0.036681221155859,-0.198873761314681,0.0328322840817872,0.032805959036068,Male,67,No,No,Unemployed,Suburban,High School or Below,1672639200
49,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,277582f5-adf5-4fc9-9ea1-1f3131ba2ef5,no_churn,0.026379015,0,no_churn,-0.149742243316232,-0.002965353227446,-0.0136914290133063,-0.0657426461426985,0.0701004004903734,0.0662293786178634,0.0492465664033807,0.0875391752780706,Male,44,Yes,No,Employed,Suburban,High School or Below,1672639200
31,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,f782c211-9183-4026-82b0-86695c1ecf52,no_churn,0.046678945,0,no_churn,-0.0274796146938842,-0.0022346818701407,-0.0369354406358434,-0.0190200231422204,-0.0047331391262014,0.0965883328661766,0.0907384893791822,0.0245499295177978,Male,61,No,Yes,Medical Leave,Rural,High School or Below,1672639200
64,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,067679bc-c78b-45aa-bf51-4515532d725f,no_churn,0.15153481,0,no_churn,-0.293314577028532,-0.0050018119522928,0.0201037893696457,-0.046437031043265,0.021664997204989,0.0144295120885681,0.0075031426173882,0.0120258246006415,Female,25,No,No,Unemployed,Suburban,Master,1672639200
52,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,7fede039-1aff-407c-bd1e-1a6e0034fc5b,no_churn,0.027386662,0,no_churn,-0.0883696843204961,-0.0035597261789007,-0.0057378701906782,-0.0260521823711405,-0.0247014180648693,-0.0480418901549546,-0.0255293582666308,-0.0270340221728974,Female,44,No,Yes,Medical Leave,Urban,College,1672639200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,42a5d1e8-eda1-4bba-ad38-bba7b86e1b83,churn,0.5244456,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,37,No,No,Unemployed,Rural,Bachelor,1672639200
29,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,2ae86ce0-31ba-4701-8380-81a55a682dfa,no_churn,0.26944375,0,no_churn,-0.0312702919470393,-0.0048490314570699,0.0517459991305804,-0.0167632210808005,0.138510853323896,0.0658938700260841,0.122955391745054,0.101631236858011,Male,48,No,No,Employed,Suburban,Bachelor,1672639200
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d0c848f7-64c5-4253-bdd0-f9389f7fc4af,churn,0.46759868,1,churn,0.128661119949711,-0.0021047618551165,0.0997402906822935,0.0563982056008535,0.0937778865330256,0.146736392929397,0.0773559120576465,0.0437421453130628,Male,62,Yes,No,Employed,Suburban,College,1672639200
1,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ecbe8dc3-57a5-49ed-96c8-3e089604f3ac,churn,0.9171074,1,churn,0.290714814061375,-0.0019722025890951,0.0557190624846498,-0.0443871396260328,0.0690051627481443,0.156920324474031,0.0946833848802816,0.100290439423934,Male,20,No,Yes,Disabled,Suburban,High School or Below,1672639200
23,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d1cfa51f-01d5-42da-8de1-e4872366e84f,no_churn,0.016089387,0,no_churn,-0.126047690846217,-0.0155639825235994,-0.104089174003375,-0.0237963965161816,0.0159272381959726,0.0372071352586772,-0.0238626149389074,-0.0288006651782416,Female,67,No,No,Employed,Suburban,High School or Below,1672639200
67,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,8339164d-106d-4681-bc10-13115f3fe830,no_churn,0.17343573,0,no_churn,-0.129289386500977,-0.0033151018313947,0.0237211140513864,0.0217956789773779,-0.0951937445382736,0.0499332937393683,0.0178734594966226,0.0254485347345144,Female,80,No,Yes,Employed,Suburban,College,1672639200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,78e8f77b-feaf-4424-a5a8-b0bd41bfae77,churn,0.67179984,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,75,No,Yes,Medical Leave,Suburban,College,1672639200
61,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f989e4f6-6ac8-4ec5-b0b6-a1b33603863b,no_churn,0.028613545,0,no_churn,-0.0549978713900054,-0.001453582594695,0.0072478132502146,0.0106583892359503,-0.0420053579491832,0.0540672790899407,-0.0398403142704955,-0.0427025072487686,Male,20,No,Yes,Employed,Suburban,College,1672639200
50,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,75e28d5d-66ca-467d-8033-b3969eaf93b8,no_churn,0.1057766,0,no_churn,-0.0525788587831902,-0.0124644639327016,0.0024874777723562,-0.0592111333292541,-0.0685825608184859,-0.0656699284969636,0.0570186393988797,0.0413080101072637,Male,42,No,No,Employed,Suburban,College,1672725600
11,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,e18d934d-c9de-487a-9b58-bf9d54a5bd30,no_churn,0.26794708,0,no_churn,-0.0002346510248935,-0.0090207124060543,-0.0787213495599644,-0.0490146227072182,-0.157390515166499,0.0436093224400246,0.0579750006453105,0.0437713764842192,Male,44,Yes,Yes,Retired,Suburban,High School or Below,1672725600
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,08247c12-f616-476d-b64f-a778cd00549f,no_churn,0.004666715,0,no_churn,-0.094872013016884,-0.0011338401641114,0.0326081842725943,-0.0119389153290012,-0.0549169366400565,0.0764659953506816,0.0471381911615571,0.0476231854027355,Male,55,No,Yes,Employed,Suburban,College,1672725600
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,38fc1461-023a-4a05-816a-8dc6d25f0843,no_churn,0.022674112,0,no_churn,-0.104226255749682,-0.0058795473533609,0.0099165956128035,-0.0506376004922003,-0.130272168650081,0.0445669249944148,0.0229862347646121,0.0428529991196956,Female,68,No,Yes,Unemployed,Urban,Master,1672725600
58,Yes,Yes,Medium Speed,In_Store_Support,One year,<80hrs,Active,2e2785dd-b636-42ec-a4f8-0f2d7c0fcb66,no_churn,0.07227211,0,no_churn,-0.0833610898241158,-0.0052067748203262,-0.0505590902499898,-0.0317083969517716,-0.0582317901120586,-0.0593321537631345,0.019329010018323,0.0300441310218639,Male,53,No,No,Employed,Suburban,High School or Below,1672725600
48,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,5aa11fce-c32a-42aa-a9eb-4c23e80614d8,no_churn,0.0158363,0,no_churn,-0.0288838086491159,-0.0002538082667524,0.0009745264482262,-0.0039628851991801,0.0752813691960909,-0.169744819098451,-0.0009500666439998,0.0685133412309733,Male,45,No,No,Unemployed,Suburban,College,1672725600
35,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,d4e572ad-d930-4729-b6d9-17ba459d1f1f,churn,0.12664968,1,churn,-0.0298301375257324,0.0008488046861202,0.0902785347831559,0.0564306532589034,0.122242608749912,0.0794720516671805,0.149422035233474,0.102109305416361,Female,68,No,No,Employed,Suburban,Doctor,1672725600
9,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,61720f9c-9428-4541-b50e-a6e7de289323,churn,0.32721576,1,churn,0.091449889768337,0.0212606186521043,-0.011139942438258,0.0048691494436798,0.0628715972834879,0.137407711404703,0.10015552879187,0.0255992970641909,Female,50,No,Yes,Employed,Rural,High School or Below,1672725600
24,No,No phone service,Low Speed,Phone_Support,Two year,<80hrs,Active,2fd5352c-5f7d-42c3-8ebc-2f471a6991fc,no_churn,0.0160912369999999,0,no_churn,0.0034870104574929,0.0086046725865617,-0.0257292302456789,0.0422030259820348,0.0781159632819708,-0.162534707280875,0.0519332208967898,0.0573938937734419,Female,72,No,Yes,Employed,Rural,College,1672725600
69,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,8a33a29c-23d7-4227-99eb-8004cf82a3ad,no_churn,0.028652204,0,no_churn,-0.0666658614820335,-0.0051383155503572,0.0176902776206043,-0.0528256641715779,-0.149818874696866,0.0419596301125056,0.028402539200124,0.0423701176075519,Female,75,Yes,Yes,Unemployed,Suburban,College,1672725600
65,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,f53563e6-d457-4769-8b3f-6dfaa3b2e9ad,no_churn,0.0100563459999999,0,no_churn,-0.104460180755377,-0.0011805609079965,-0.0268812485922899,-0.0014674075145194,0.016474677822789,-0.220724885979753,0.033657926569067,0.0455555275643746,Female,61,Yes,No,Unemployed,Suburban,College,1672725600
16,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,7197caac-e9a7-40fb-9eca-bb851fd866a5,no_churn,0.013266521,0,no_churn,0.030638724181108,-0.0022140463794858,-0.0402698670549762,-0.0086647941621959,0.0616009080777621,-0.188963014048895,0.0377311280154572,0.0506148106124692,Male,56,Yes,No,Employed,Suburban,Bachelor,1672725600
49,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,ce26d624-e048-4009-8568-711a9832f48d,no_churn,0.041514456,0,no_churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Male,20,No,Yes,Employed,Urban,High School or Below,1672725600
34,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,087d272c-3528-49cc-bafc-2e6a5d5697ca,no_churn,0.103955805,0,no_churn,-0.0807824282774163,-0.007018222093684,-0.0430930337351583,-0.0236674816731101,-0.0524701189351071,0.0674781598992012,0.0622858469686252,0.0315744619086945,Female,43,Yes,No,Employed,Urban,College,1672725600
72,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,c817ceea-1788-4725-9f6a-150c9cc41405,no_churn,0.0026967777,0,no_churn,-0.100554703205362,-0.0029682289368247,0.0031511639110703,-0.0089443884684351,-0.0385719055911431,-0.177567905479864,0.0295654485701015,0.0268643653969411,Female,64,No,No,Employed,Suburban,College,1672725600
25,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,142c0ca8-a8aa-4117-a769-c91b6b2949ff,no_churn,0.09806115,0,no_churn,-0.143309056570923,0.0249344487624614,-0.0077728980116455,-0.0335353752415983,-0.116267998908864,0.0779925313104308,-0.0119460109393423,0.0408782071554287,Male,74,Yes,Yes,Unemployed,Suburban,High School or Below,1672725600
26,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,44c78ada-3178-41d9-b1c9-7f70a0a37679,no_churn,0.12921382,0,no_churn,-0.100311018389257,-0.0091153088739702,-0.0356544769259653,0.001839414372298,-0.11621172736277,0.0607650242450472,0.0637329848784247,0.0499289583242534,Female,32,Yes,Yes,Employed,Suburban,High School or Below,1672725600
38,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,9827e9e3-be25-4060-bc5e-5d94aed53e61,churn,0.14003707,1,churn,0.0018716329766766,-0.0093712526364652,-0.0169346091078023,-0.0054090577389888,0.0415609665856709,0.0915089354412657,0.0836553262626057,0.0467109603696985,Male,39,No,Yes,Employed,Suburban,High School or Below,1672725600
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,aadcef6e-a6b9-4e88-a7c4-718301eac01b,no_churn,0.121842764,0,no_churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Male,56,No,Yes,Disabled,Urban,Bachelor,1672725600
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5b2f40f0-c11a-4cde-a518-43a5102b72af,no_churn,0.23970574,0,no_churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Female,57,No,No,Employed,Suburban,Bachelor,1672725600
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5869d191-5883-4424-9f5d-ae36c180134e,no_churn,0.2757896,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Female,43,No,No,Medical Leave,Suburban,High School or Below,1672725600
28,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,8ab200bc-7319-4162-90ea-678cf0c706a7,no_churn,0.037502732,0,no_churn,-0.0617343560780682,-0.0073996049491688,-0.0148171785673912,-0.0273426694799309,0.0090584770396526,-0.0801461474670213,-0.0443229328021698,-0.042321740741936,Male,33,Yes,No,Employed,Suburban,Bachelor,1672725600
23,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,580e0d63-aabc-4cf1-be72-27dc75997e6e,no_churn,0.04983984,0,no_churn,-0.0641593938792721,-0.0061813829436323,-0.0413585867037545,-0.0177654047530813,0.0028486085566783,-0.0737580370159321,-0.0329632356977072,-0.0356887217812527,Female,72,No,No,Employed,Rural,College,1672725600
23,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ffed227f-4c86-4479-a917-37860f381c07,no_churn,0.011827184,0,no_churn,0.0237698871459269,0.165320056110204,0.0485737140222545,0.0643801783690742,0.130257486737974,0.123741202662254,0.0055801823548199,-0.000648852366321,Female,38,Yes,No,Employed,Suburban,Master,1672725600
25,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,ef7a9e42-7eca-4763-8a4c-1ecb9050cc0e,churn,0.06653047,1,churn,-0.0675932197259499,-0.0065429991103883,-0.0333641284324221,-0.104445415954451,0.0203348340632692,0.0352935298300144,-0.0530476315822124,-0.0496611205143199,Male,30,Yes,Yes,Unemployed,Suburban,High School or Below,1672725600
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f88dae45-3705-46a4-971c-a1175ae96ba1,no_churn,0.2803087,0,no_churn,0.0924996759238547,-0.0145595505272285,-0.0016076459707073,-0.104886848020788,-0.11635605107489,0.073356737885424,-0.0322688501865013,-0.0228603204200953,Male,51,Yes,Yes,Unemployed,Rural,Master,1672725600
59,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d8f2c7e7-8d43-43ec-a597-880e873f9927,no_churn,0.0119176664999999,0,no_churn,-0.0723945567801001,-0.0078515760800473,0.0090294996614284,-0.0612704426078926,-0.0665447384240815,0.0389314556001318,-0.0203577042455253,-0.0085680881558801,Female,68,No,No,Unemployed,Rural,High School or Below,1672725600
53,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5de8339f-a82c-4511-995f-3a1ddaf774e3,no_churn,0.0666592,0,no_churn,-0.109768602657441,-0.0049690444353655,-0.0444528382149474,-0.0613720363100765,0.0213232100807181,0.0273517703066863,-0.0450312632913482,-0.0521073463268658,Male,73,No,No,Unemployed,Suburban,High School or Below,1672725600
36,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,f49a36e6-57d1-4dc2-8640-2a9b8b560887,no_churn,0.063316114,0,no_churn,-0.0401589038467318,-0.0066336772158865,-0.0159276258712634,-0.114091177161445,0.0154858396411964,-0.0641793969314403,-0.0124267768105073,-0.0310944345838834,Male,78,No,No,Employed,Rural,College,1672725600
55,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,95b90a56-520a-4ef7-8214-ea5e61dd61ad,churn,0.044972237,1,churn,0.0349159028217036,0.0009422550059025,0.0124515630777204,0.0302860553778373,0.0244113385774562,-0.0260547272075382,-0.0041217769605191,-0.0011900900001728,Male,80,Yes,Yes,Employed,Rural,Bachelor,1672725600
19,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5092cba6-420e-4cbb-b604-b80474ea4dbe,no_churn,0.18296973,0,no_churn,-0.0130604655175102,-0.0062774152105293,-0.102139120344659,-0.0123404341759214,-0.0524522137473604,0.0297477429445098,-0.026699012815643,-0.0283052303792737,Female,63,No,Yes,Employed,Urban,Bachelor,1672725600
70,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,76309b56-d81d-45ea-9f4a-4ed1f5f6f4a2,no_churn,0.01710785,0,no_churn,-0.0985431188153052,-0.0029214840811437,-0.0120312321604797,-0.0545688790532221,0.0022176170321654,0.0509716911312716,-0.0296626108560485,-0.0494881355594043,Female,22,No,No,Employed,Urban,College,1672725600
66,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,5e812632-8df5-48e0-a165-037ecb27c3db,no_churn,0.006828681,0,no_churn,-0.0343791872024849,-0.00302957732094,-0.0327798979300587,-0.0190488912658656,-0.000835691038701,-0.127770553598775,-0.0219228900941379,-0.029259465118157,Male,44,No,Yes,Disabled,Urban,Bachelor,1672725600
37,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,bd39052e-f621-4a09-94be-e69cf54e8ed4,no_churn,0.07151723,0,no_churn,-0.0614318087443825,0.0223116834129359,0.0023970369580456,-0.035341931735511,-0.0389602925258532,-0.127229086272127,-0.0134913249363125,-0.0172804288427323,Female,38,No,No,Medical Leave,Suburban,College,1672725600
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b4e55a1f-8ae2-453f-b1a0-2d57e538009a,no_churn,0.24345896,0,no_churn,0.157524558774821,0.0665483926979141,0.0372286435608475,-0.0593348094456359,-0.0251455041677945,0.11258760075928,-0.0283062449934095,0.0046013782265345,Male,58,No,Yes,Unemployed,Suburban,Master,1672725600
19,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,20d87a42-3331-45e8-bb8e-15c8e5178aa7,no_churn,0.10904748,0,no_churn,-0.0591816125422883,-0.0118869691246982,-0.0096761028020591,-0.0522761068379441,-0.0367625857053099,0.0421452382967345,-0.0391301583341191,-0.0310078530217651,Male,61,No,Yes,Unemployed,Urban,College,1672725600
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7712df7f-308b-429e-8acd-03f98f535d53,no_churn,0.20295858,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,27,No,Yes,Medical Leave,Rural,Bachelor,1672725600
23,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,89d7d38d-f689-41fa-bc85-ba7f31eb4115,no_churn,0.016057601,0,no_churn,-0.110315494255174,0.0411598432730352,-0.0047464265125654,-0.0491596673552066,-0.117343508091208,0.0520327727278254,-0.0232635533080701,-0.0573901181173459,Male,61,Yes,No,Unemployed,Urban,College,1672725600
28,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,0653e217-9568-42c2-9f9d-56a437b46b79,no_churn,0.035215575,0,no_churn,-0.080500945140875,0.0157837811982699,0.0024598460111337,-0.0320344162839228,-0.033452166744446,-0.0973262199147939,-0.0157868690987243,-0.0181691624432824,Male,71,No,Yes,Unemployed,Suburban,Doctor,1672725600
28,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,cc2eef29-50f8-448a-b016-90527ee0f1c1,no_churn,0.6017692,1,churn,0.0632734805034215,-0.0003544316085753,0.059116319839668,-0.023409956306159,0.165841875358765,0.131522639708073,0.130482199974031,0.144501734198329,Female,78,Yes,No,Employed,Suburban,Bachelor,1672725600
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,040bdf8e-c4e1-4e2f-86ea-f905d92d968e,no_churn,0.025328526,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Female,29,No,No,Unemployed,Suburban,College,1672725600
45,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,823384b8-5121-428e-b514-439492333562,no_churn,0.24223848,0,no_churn,-0.211793534805574,-0.0028503115139392,-0.0027379261561236,-0.161126272234678,0.0463485981820485,-0.0024761532688535,0.0609731031528917,0.0446363419016415,Female,37,Yes,Yes,Employed,Suburban,High School or Below,1672725600
71,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,d52102b2-5f86-4baa-8d62-a41bbccff1db,no_churn,0.028941052,0,no_churn,-0.157881309208915,-0.0014209839139221,5.87092828754976e-05,0.0194566035073694,-0.0943883986477158,0.0466414388371777,0.0833786144870191,0.0584625091631187,Female,69,Yes,No,Retired,Suburban,College,1672725600
68,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,2f290853-1d5e-48fe-a43a-a829648e5c7b,churn,0.1285568,0,no_churn,-0.0487900096314024,0.001422923628379,0.0770578840639245,0.0838126401669978,-0.0890174195147665,0.067381965216482,0.112087801906,0.0970180674433868,Male,75,Yes,No,Employed,Suburban,High School or Below,1672725600
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,15d1deeb-02be-4e7e-a107-0604df14a414,no_churn,0.24826975,0,no_churn,-0.0038214905467611,-0.0006351381314925,0.0312933091112608,0.0365920038158037,0.130052309593611,0.115983729984946,0.0452546334148974,0.0195878295293732,Male,44,Yes,Yes,Medical Leave,Urban,High School or Below,1672725600
72,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,82973a18-c87f-4928-9ed1-f66c3811a709,churn,0.0141944214999999,0,no_churn,-0.167513662393276,-9.58715143315203e-05,0.0355491877402528,-0.0066782022000552,0.0364663645700966,0.119121367786556,0.124469136764492,0.120988864262636,Male,64,No,Yes,Medical Leave,Suburban,High School or Below,1672725600
65,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,95dc2b85-40f7-4e9e-b4d8-084936154efd,churn,0.33795592,1,churn,-0.191967272714255,5.31793739719433e-05,-0.0180204964510994,-0.0070054087783864,0.0262895057040987,0.0386858507922443,0.0495303343233717,0.0860748232440528,Female,23,Yes,Yes,Employed,Suburban,Bachelor,1672725600
20,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,5601a656-ed9b-4944-907d-2f9e91237516,no_churn,0.2638375,0,no_churn,-0.0971440281419563,-0.0113843616823942,0.0018547849858987,-0.0882342351759871,-0.194626671791593,0.0534879505764911,0.0576630728234522,0.0580240004587722,Male,39,No,No,Employed,Urban,High School or Below,1672725600
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,002cfe5a-89f6-4417-8f8c-6f0f6a72ef15,no_churn,0.052583806,0,no_churn,-0.204567363845167,-0.0054311765041711,-0.0019630093503201,-0.0038506168912408,-0.029791927322135,0.0470555006694485,-0.0213158694708226,0.051749283073118,Female,62,No,No,Unemployed,Suburban,Master,1672725600
33,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,0d05aea7-6bf2-4257-84b3-2f5213d69502,no_churn,0.13482477,0,no_churn,-0.0490611796517896,-0.0023003458304447,-0.0572709965608191,-0.0388533813660706,-0.0619756137245485,-0.0519285785034208,0.0174131825154654,0.0449507610025989,Male,67,Yes,Yes,Unemployed,Suburban,Master,1672725600
54,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,87c8f149-de2e-463d-b8b8-b04e14598e02,no_churn,0.11168168,0,no_churn,-0.0041505588862764,-0.0028563324263268,0.05853543608172,0.0849811312248129,0.167918388122271,0.0938183463101631,0.133540349595351,0.042520434670223,Male,78,No,Yes,Disabled,Suburban,Bachelor,1672725600
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,aa2fcdb1-8ff6-404e-87bc-153493e5eb9d,no_churn,0.0249419179999999,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Female,26,No,Yes,Disabled,Suburban,Master,1672725600
65,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Active,c3480ee5-b95c-4a29-8e7e-f31f3f9b0834,no_churn,0.22714774,0,no_churn,-0.152701944604769,-0.0014735497996844,0.0462439032545989,-0.0722260956506215,0.0029204383398246,-0.0388629565596693,-0.0261979181811148,-0.0067280307458167,Male,61,No,Yes,Unemployed,Suburban,Master,1672725600
49,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,2da257af-6b1d-4073-a185-93e6079207d3,no_churn,0.19536307,0,no_churn,-0.0660371671619759,-0.0025316833256511,0.0346752496523004,0.072753148420652,-0.0319276775838079,0.0651439692210806,0.0813950876873786,0.0473362600424479,Male,38,Yes,Yes,Unemployed,Suburban,College,1672725600
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,e52f95eb-1343-4849-86de-f4203f0b78c5,no_churn,0.008522755,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,25,No,No,Employed,Rural,High School or Below,1672725600
43,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,edd31b05-88a7-48d5-be4c-f5726333148d,churn,0.41252434,1,churn,-0.0374821471141876,-0.0024597351935881,0.0333580620628708,0.0630190681604563,-0.102038603726924,-0.224465553981863,0.0140260473482521,0.0670167069095805,Male,51,Yes,No,Unemployed,Urban,High School or Below,1672725600
46,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,5d0fdfe0-0aa8-4d40-ad1e-33cfdfe252ef,no_churn,0.112551704,0,no_churn,-0.19350371786597,-0.0077626395570041,-0.0051451914498102,0.055615248614431,-0.0190445283750705,0.0460772089521015,-0.0062174557969046,0.0459549250587042,Male,32,No,Yes,Employed,Suburban,High School or Below,1672725600
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,7f0ee21c-82dc-4bef-9cbb-dfa8b6239980,no_churn,0.027795145,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Male,50,No,Yes,Unemployed,Urban,Bachelor,1672725600
3,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,67532e8d-355c-4f3f-ab85-e6996ce2a231,churn,0.77058643,1,churn,0.0737947059817906,-0.0055006650736504,-0.0934462178510602,0.0402099523089782,-0.0100998384687227,0.109595274925214,-0.0271308734757258,0.0376031001408046,Male,43,Yes,No,Employed,Rural,High School or Below,1672725600
72,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,a56fad3f-8e76-4f89-905a-b3ce6d87bbe2,no_churn,0.011729993,0,no_churn,-0.169034479237016,-0.0036172853591961,-0.0901077296635776,-0.0588795534248402,0.0196891824341764,0.0699291445901781,0.0340109309192666,0.0541026865384446,Female,46,No,No,Employed,Rural,Bachelor,1672725600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,791f70ba-571c-497b-8695-875c0e13bc36,no_churn,0.011955296,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,26,Yes,No,Unemployed,Rural,College,1672725600
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,f55db3d8-dbe7-4812-acc8-b65d08869390,no_churn,0.5518227,0,no_churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Female,67,No,No,Employed,Suburban,College,1672725600
19,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,c80ab336-7484-4484-af5d-d255bc7cb825,no_churn,0.20248808,0,no_churn,0.0261160041475886,-0.0088470081347622,0.0799496205328978,0.0883572345189168,-0.112343639811625,0.0774170247921029,0.0928658508656735,0.0759587671692133,Female,72,No,No,Unemployed,Rural,Bachelor,1672725600
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,6ff9338a-f8c3-4b37-ad59-97f6cccc25a6,no_churn,0.24399856,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Female,42,Yes,No,Employed,Rural,College,1672725600
44,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,eb579454-5521-424c-ab80-ecb85ba77e20,no_churn,0.22803421,0,no_churn,-0.21790306037763,-0.0051135269100268,-0.0726777462827885,0.0335458000408561,0.0026359465965106,0.0343075710786797,-0.019418073874749,-0.0244030600825317,Female,62,No,Yes,Employed,Suburban,High School or Below,1672725600
70,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,28455f74-1103-4d4c-bd60-fa1cf3d32622,no_churn,0.014512361,0,no_churn,-0.114900346823879,-0.004004633833274,-0.0317206614487804,-0.0148731253369987,-0.0116735909049657,0.03422039148576,-0.0154003497135636,-0.0206738343673623,Female,59,No,Yes,Employed,Suburban,Bachelor,1672725600
9,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,31df6796-2b07-4d05-8ffe-41ffc60c6b37,no_churn,0.55092096,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,22,Yes,Yes,Unemployed,Rural,Bachelor,1672725600
3,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,db9fe3b2-b5f9-42ba-99a2-f41021d79ca8,no_churn,0.6228664,0,no_churn,0.245211355144356,-0.003322817795597,-0.0370596961964656,0.126144841373025,0.0091002984539591,0.112943029611088,-0.0231742310292793,-0.0250392535069113,Male,40,No,No,Employed,Suburban,High School or Below,1672725600
46,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,8c3e79b0-f4fb-4e75-aa82-971d6d1eed01,no_churn,0.09070921,0,no_churn,-0.114183184202066,-0.0032609520386176,-0.0038298372466852,-0.0590783948628086,0.0505070269940733,0.0739668240306855,0.0396860393441966,0.0938329950011393,Female,50,Yes,No,Disabled,Suburban,College,1672725600
23,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,88e22606-defd-4b95-a3c7-b09704280d30,no_churn,0.33631253,0,no_churn,-0.149362482256702,0.0308689778508687,-0.0455326650247116,-0.0574691727716981,-0.0066547097551847,0.0310041859231569,0.0334399311474771,0.0546797819711173,Female,30,No,No,Disabled,Suburban,College,1672725600
24,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,56c5ef78-1f18-427c-9ba3-4a1c585c250e,no_churn,0.096304454,0,no_churn,-0.0714159553132412,-0.011306765718582,0.0066376534062146,-0.0453970252001272,-0.0353563413857591,-0.107833507966698,0.0317713081730835,0.0438744814537676,Male,21,Yes,No,Unemployed,Suburban,Bachelor,1672725600
16,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,89756b9e-675c-4e0a-a00c-8752440d4efa,no_churn,0.17451307,0,no_churn,-0.0631546886770229,-0.0155857646762888,-0.0191008031417641,-0.0279315284289077,-0.177787924361819,0.0273747222001838,0.0312069622490616,0.0092862044011872,Male,38,No,No,Employed,Suburban,Bachelor,1672725600
53,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,d4243636-9782-406d-ab16-78847dfd8e71,churn,0.46173412,1,churn,-0.18101304575001,-0.0026601073956771,-0.0102791735515529,-0.0219452555419729,-0.126896665630134,0.0438604879570812,0.0208169630251359,0.0390906451102364,Female,75,No,No,Employed,Urban,High School or Below,1672725600
40,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,9810dc7a-6146-434a-80bc-9482996dc928,no_churn,0.10972357,0,no_churn,0.05614963680674,0.14725080394509,0.0931347026601224,0.0214507668462783,-0.0061189283119574,0.136331896054089,0.0322019070862188,0.0405730741352635,Male,37,No,Yes,Unemployed,Rural,High School or Below,1672725600
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,adda78e9-bc2c-438d-99ab-a6613c7fa5cf,no_churn,0.21931852,0,no_churn,0.0937419156504256,0.0015386971950647,-0.0364447332921872,0.0030332447389855,-0.076443307904201,0.114344973562879,0.129538163008883,0.071664900118385,Female,41,No,Yes,Employed,Suburban,Master,1672725600
67,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,133fafb2-3cd3-4d01-853c-621f9f4e2542,churn,0.0119189639999999,0,no_churn,-0.113574611688891,-0.0010714121380806,-0.0401971546748609,0.0333485896921592,0.0861623790969315,0.0841139471133647,0.0544029693018637,0.0887891405569098,Male,51,No,No,Employed,Suburban,High School or Below,1672725600
1,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,688253dd-f44e-4f90-b366-93b69724071d,churn,0.6922055,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Male,51,No,Yes,Medical Leave,Suburban,High School or Below,1672725600
35,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,424abe29-7714-4ff4-9229-eec9d902b51c,no_churn,0.05702629,0,no_churn,0.0099067996759913,-0.0008229961861798,0.0266826606881386,-0.0439539144939317,0.046034833603735,-0.11018482433813,-0.0239401975624787,-0.0427485107784014,Male,46,No,Yes,Employed,Urban,Master,1672725600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a8654de-6f8b-48ac-ba82-64f76a5af5f6,churn,0.5394905,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,27,No,No,Employed,Suburban,Doctor,1672725600
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,81aeadd6-dc42-48e0-82bf-56f5fa1d0ef1,no_churn,0.0024682153,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Male,59,No,Yes,Unemployed,Suburban,College,1672725600
44,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cbdbc93d-a8cf-4c3f-ba33-e9a98fc6b9bb,no_churn,0.018782308,0,no_churn,-0.0943521058625174,-0.0084889492525371,-0.0023012807058557,-0.070147557002474,-0.0289408646091351,0.0385615229417999,-0.0294845761939359,-0.0488723404732991,Female,51,Yes,Yes,Employed,Urban,Bachelor,1672725600
70,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,bd3ba168-73ff-4d29-9467-c85ef8529251,no_churn,0.009819938,0,no_churn,-0.0665351205695333,-0.0011471455082755,0.0004747463187595,-0.0019390410918276,-0.0318324890411895,0.0586661507887856,-0.0243367175475941,-0.0423765353277667,Female,71,No,No,Employed,Suburban,College,1672725600
10,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,4e0090dd-7f28-406c-99fe-7b3bf4cdd205,no_churn,0.0275589079999999,0,no_churn,-0.0141858242983744,-0.0131143458972201,-0.0326812099497874,-0.0347019225602798,0.0013894673731647,-0.0933227109456129,-0.0353629102980721,-0.0420466965198374,Female,75,No,Yes,Unemployed,Suburban,High School or Below,1672725600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a0865b82-adee-438c-b861-450bcf333273,no_churn,0.387835,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,46,Yes,No,Employed,Suburban,Master,1672725600
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,dec0b33a-7bae-4aae-8553-821af05ad558,no_churn,0.38374004,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,73,Yes,No,Unemployed,Urban,High School or Below,1672725600
26,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,72f53807-5f57-4713-a6bc-d6cbe1ca8a08,no_churn,0.018855056,0,no_churn,-0.127392150956448,-0.0147013290959148,-0.0395387643229332,-0.0298227755744846,-0.0447171784758029,0.0352120298787758,-0.0236421213572612,-0.0244238617365226,Female,40,No,Yes,Employed,Suburban,High School or Below,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2b16d72e-079e-4f90-be62-8a7e715ffe72,churn,0.5232862,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,80,No,No,Unemployed,Suburban,College,1672725600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b87cd85e-ce3a-4ceb-9e50-6e9ba7309ea5,no_churn,0.34058458,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,46,No,Yes,Employed,Suburban,College,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a409cd4e-7db7-4518-bfcd-13791b4a560e,no_churn,0.30501375,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,60,Yes,No,Employed,Suburban,Bachelor,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,08640760-6487-4c8d-9218-b368e014ea88,churn,0.53494155,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,32,No,Yes,Employed,Suburban,High School or Below,1672725600
69,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d5ab4012-e5c4-4291-b1b1-608d8861b30a,no_churn,0.010701317,0,no_churn,-0.0246259542269672,-0.0008790457861141,0.0140374453174263,-0.0067169391354764,0.0226383977216573,0.067617048809634,-0.0075660500587764,-0.0135310550112262,Male,59,No,No,Employed,Urban,College,1672725600
45,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2787fb7d-2061-41a0-adda-c33e872b3e9b,no_churn,0.0069150444999999,0,no_churn,-0.0995988776740614,-0.0071429889390446,0.0077757906975375,-0.0723121651182918,-0.0365054383373944,0.0366371362525387,-0.0270973843566753,-0.0457822239355118,Female,62,No,No,Retired,Suburban,High School or Below,1672725600
72,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d351cf37-7dca-4f72-8af4-308430550c68,no_churn,0.0016602854,0,no_churn,-0.0799303880904153,-0.0014886658328669,0.0013801688687544,-0.002885289981632,-0.0300680093787741,0.0571335352178721,-0.0230751770594906,-0.0400923257684644,Female,36,Yes,Yes,Unemployed,Urban,Master,1672725600
17,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,27085630-7248-4cef-bf6b-dbdaac57c7c3,no_churn,0.1000006,0,no_churn,0.13954665951449,0.0011702561387755,0.0445671431301161,-0.0848471675975815,0.0260573769709662,0.101303786038779,-0.0183878396112049,0.0016985631325223,Female,70,No,No,Employed,Suburban,Bachelor,1672725600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,781b761a-e7cb-45e9-80c0-fbb69dc35bbe,no_churn,0.03236928,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,27,Yes,No,Employed,Urban,Master,1672725600
12,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,12a62177-a0f6-4fc1-9b8a-88afbd973295,no_churn,0.024981597,0,no_churn,0.0601402581300499,-0.0008836596675246,-0.0352289865954844,-0.0028658016424742,-0.0028069718903952,-0.109584911573793,-0.0297974782398159,-0.039228756625489,Male,70,No,Yes,Unemployed,Suburban,Bachelor,1672725600
29,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,3e2cd1e3-7f09-4e4b-9252-d73e37ec499f,no_churn,0.13382272,0,no_churn,-0.0878211836532227,-0.0039088033482084,0.0008674867196577,-0.0472164195422919,-0.0238106648410712,-0.0643612659343944,-0.0188324429743443,-0.0239428584865436,Male,45,No,Yes,Disabled,Suburban,High School or Below,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,58a608a8-2011-4e91-add8-8e27f3bdb836,no_churn,0.38457993,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,45,Yes,No,Employed,Suburban,College,1672725600
6,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a1563826-8ae6-483c-a108-b331da77896a,no_churn,0.028853483,0,no_churn,-0.0769061457395446,-0.007379721413672,-0.0483880088525984,-0.0695142730999668,0.0205040738674142,0.0670158730577577,-0.0616341861253022,-0.0377237616383354,Female,79,No,Yes,Employed,Suburban,College,1672725600
28,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d293322-edc8-428d-a9c3-c0be9722ca5e,no_churn,0.0210413279999999,0,no_churn,-0.0998107137029637,-0.006059582935195,0.0062883439171673,-0.083637562115955,0.0220815566149212,0.045634984741473,-0.0671959909396446,-0.0863271897965478,Male,43,No,No,Employed,Suburban,Bachelor,1672725600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,84d5e66e-ca9c-422d-b5b7-198460936d44,no_churn,0.36646244,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,77,No,No,Disabled,Suburban,High School or Below,1672725600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8e3497ad-0539-4b9a-8f7d-0615b3514463,churn,0.5038115,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,48,Yes,Yes,Unemployed,Suburban,Bachelor,1672725600
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,70ca064b-5ec1-4c90-8d30-e364be0532e6,no_churn,0.4089529,0,no_churn,-0.0615862703291577,-0.0156671283161813,-0.0493155011119233,-0.0805965121004874,0.0394856928607987,0.0681298947992672,-0.0565321203036637,-0.0736955408401172,Female,68,Yes,No,Employed,Rural,Bachelor,1672725600
17,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,15ea5605-9e05-4113-964a-41877745e271,no_churn,0.32938272,0,no_churn,0.0344681612534895,-0.103572956703338,-0.0305035452864649,-0.0091562526757843,-0.0839200801840434,0.0760685703211765,-0.0361947840270386,-0.0512152638324005,Female,35,No,Yes,Employed,Suburban,Bachelor,1672725600
65,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,5325ac9b-b1d2-4e2c-ba14-6b07c78afd3c,no_churn,0.0073769907,0,no_churn,-0.0569578126724081,-0.003021588557749,-0.0098993433603391,-0.0279892156970527,-0.0274201557603191,-0.109933709736688,-0.0132980031755323,-0.0205063243811127,Female,72,Yes,Yes,Retired,Rural,Bachelor,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e95e357a-fe89-41e0-8c2c-e5a83d36c3e3,no_churn,0.5301736,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,38,Yes,Yes,Unemployed,Suburban,Bachelor,1672725600
21,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c6aac407-22d8-4266-9c88-7b78b99a3aeb,no_churn,0.06261157,0,no_churn,-0.0323722178659045,-0.0058971695454238,-0.0552956712989907,-0.129507530478732,0.0040895478041966,0.0620986589871336,-0.0210143846512437,-0.011127382207178,Female,38,Yes,No,Employed,Rural,College,1672725600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,24163231-79a4-4fdb-8184-f315a2b54e0c,no_churn,0.40280327,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,62,Yes,No,Employed,Urban,Bachelor,1672725600
23,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c162d8bc-bfba-4d09-b122-5fc4020eb2e6,no_churn,0.22946121,0,no_churn,-0.0551294706133194,-0.0165305450379082,0.0124664962880842,-0.107465932145833,-0.049716901749075,0.0405974243471609,-0.0226291267116175,-0.0306180942133778,Male,70,No,Yes,Medical Leave,Suburban,High School or Below,1672725600
21,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,1a7c158a-0518-4f7f-8115-baf71807e80a,no_churn,0.01677107,0,no_churn,0.0105521845548992,-0.0026522912910149,-0.0159985288653388,-0.0036343592306184,-0.0008286514609881,-0.228626342232692,-0.0144078430476838,-0.0134303201006241,Male,65,No,No,Employed,Suburban,College,1672725600
63,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,09cc1910-0fd7-42df-bd92-85718f9ceebe,no_churn,0.008205933,0,no_churn,-0.0552523169705273,-0.0015651897377392,-0.0096528276431126,0.0022859149450596,-0.0318935834759213,0.0569238381023842,-0.0366239488611972,-0.0432480382245739,Female,55,No,Yes,Employed,Suburban,College,1672725600
10,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4174ae0c-84eb-4d64-8d79-e0864849274d,no_churn,0.21975121,0,no_churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Female,27,No,Yes,Employed,Rural,College,1672725600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3da7f820-4cb3-4728-9d49-9b28b562d3b0,no_churn,0.02452991,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,55,No,No,Employed,Suburban,Bachelor,1672725600
71,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,41eea6d8-0459-4ccb-92ae-39495f6bb055,no_churn,0.0023285989,0,no_churn,-0.106479794914089,-0.0040804036769122,-0.0399017005487712,-0.0075169205197607,0.0092718397990165,0.0555886985835513,-0.0308121495715613,-0.0550957201913479,Male,72,No,Yes,Employed,Suburban,Bachelor,1672725600
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,867ab895-9410-4010-936d-b2fa4d72f190,no_churn,0.106636025,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,33,No,Yes,Employed,Urban,Bachelor,1672725600
29,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f32486fe-f0dd-4013-905a-f8b4840fb360,no_churn,0.23937829,0,no_churn,0.0639187716465676,0.192646497676824,0.0903864964943068,0.0145894205811237,0.0852632142461334,0.136545597508043,0.0091062906215256,-0.001482433742085,Male,60,No,Yes,Medical Leave,Suburban,College,1672725600
4,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,50bf4129-c5f5-4d5f-886e-fd9ac6bc0fac,churn,0.44867063,1,churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,28,Yes,No,Employed,Suburban,Bachelor,1672725600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fe758120-c4fb-43f1-9b00-97cff1b88fdd,no_churn,0.31971064,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,66,Yes,Yes,Employed,Urban,Bachelor,1672725600
57,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,fef023a8-1865-4a27-88b1-2200b4b3e491,no_churn,0.074555695,0,no_churn,0.028064709759883,0.0001657500704641,0.0357735180757663,0.0623803369838788,0.034657124863279,0.0023335394642344,-0.0167518066153934,-0.0056493196635028,Female,46,No,Yes,Employed,Urban,Bachelor,1672725600
25,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3380e765-136d-4fbc-89ed-0f54e1cd6d14,no_churn,0.0742649359999999,0,no_churn,-0.103167973181207,-0.0070218184344594,-0.0320564706409277,-0.056655284149092,-0.0553326684925923,0.0293713129662228,-0.0239745126640082,-0.0201887365404763,Male,26,No,No,Unemployed,Suburban,College,1672725600
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1dda9a11-427d-45a3-89aa-37e766f114a1,no_churn,0.0060860309999999,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Male,46,No,No,Unemployed,Suburban,College,1672725600
70,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,c1df18dc-b116-4700-a218-6816c9c1b006,no_churn,0.01183006,0,no_churn,-0.0378185695493357,-0.0027595395064599,-0.0258245598747362,-0.0249253506922195,-0.0039691255609977,-0.138230132950557,-0.0113215847513947,-0.0241772887075057,Female,49,No,Yes,Unemployed,Rural,Bachelor,1672725600
22,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6443ddb6-5175-41c3-9570-ea4d4c9a6a09,no_churn,0.07079592,0,no_churn,0.129041071340716,-0.0078729132066109,0.0371388424178076,0.0979602489537865,0.103113941622596,0.115665882160038,-0.0009619614133589,0.0077577952657884,Female,42,No,No,Retired,Rural,High School or Below,1672725600
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7eb6b4be-6495-4463-a296-0fd636946992,no_churn,0.2831284,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,30,Yes,No,Medical Leave,Suburban,Doctor,1672725600
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b656ff86-836a-45b4-9630-c35539a7e839,no_churn,0.44115132,0,no_churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Female,52,No,No,Disabled,Urban,Bachelor,1672725600
24,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d8dfa3f9-e656-4f37-a6f8-b47677d18014,no_churn,0.09252258,0,no_churn,-0.0766900490056377,-0.0075564768265758,0.0159635714597425,-0.0306321976882463,-0.111636347921367,0.0303264068424414,-0.0390217709063654,-0.0297792868406759,Male,44,No,No,Employed,Suburban,College,1672725600
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0205ad6a-1c2d-46a4-ba15-7380dc25eb8b,no_churn,0.26334953,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Female,33,No,No,Employed,Urban,Bachelor,1672725600
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7e9911e2-cb4a-480e-86c7-a002058c361e,no_churn,0.43351337,0,no_churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Male,51,Yes,No,Employed,Suburban,Bachelor,1672725600
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5b881719-34ee-4815-97a2-5950522dfa80,no_churn,0.049669754,0,no_churn,-0.0922121903504285,-0.0058160800093901,0.009917119392976,-0.0121141608069592,-0.132585653503875,0.0352037582874891,-0.021754560917434,-0.0163310506918242,Female,57,No,Yes,Unemployed,Suburban,Master,1672725600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8546d75a-afad-40a2-8ade-a1813bcc5975,no_churn,0.17610608,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,55,No,Yes,Employed,Suburban,College,1672725600
53,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,f0c28047-e29b-40fd-a08c-14a5f556feae,churn,0.045557808,1,churn,-0.0368298512223827,-0.0041801881828359,-0.020177772926072,-0.107206793546302,0.028053506571432,-0.047846427020022,-0.029765177427198,-0.0310734480143582,Male,39,No,No,Employed,Suburban,College,1672725600
67,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,41c51de9-dfc5-44e5-93cb-a8d7fd9a6ac1,no_churn,0.00594837,0,no_churn,-0.0773785589251428,-0.0029789784165041,-0.0065951054415745,-0.0789586362800219,0.0054598011511734,0.0455482795234547,-0.0321232765122476,-0.0399996769787048,Female,80,No,No,Employed,Suburban,High School or Below,1672725600
69,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,15823165-536c-49db-aab4-322f07130aed,no_churn,0.009420129,0,no_churn,-0.0561883776490231,-0.0036750736571048,-0.0173570679797194,-0.021410969408389,-0.0003435104971322,-0.118680345182383,-0.0227244675478959,-0.0286463409759016,Male,38,No,Yes,Unemployed,Suburban,Master,1672725600
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8fc4cdfc-38a1-43bf-8d83-6d4f625848f8,no_churn,0.15956627,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,36,Yes,No,Retired,Suburban,Doctor,1672725600
20,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,56ad2389-f540-4f41-9ad1-f75f992e159c,no_churn,0.021111663,0,no_churn,-0.0324106747022779,-0.0050137769205866,-0.0371170270421862,-0.0298065215136921,-0.0015505829878293,-0.0851079010825833,-0.0398886964506982,-0.0381309729263648,Male,75,No,Yes,Employed,Suburban,College,1672725600
8,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0ace6546-ab98-457d-9e4b-8b9893da9436,churn,0.16652161,1,churn,0.136257798041625,-0.0108311032126312,0.0345736664066225,-0.0158250962974852,0.0920655281729887,0.0948513779163386,-0.0403478686201378,-0.0514371137857779,Male,66,Yes,Yes,Unemployed,Urban,College,1672725600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec3e414a-b41b-4a45-aa4c-147aa005ff05,churn,0.53262854,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,43,No,Yes,Disabled,Suburban,High School or Below,1672725600
68,No,No phone service,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,56109f9e-e9ff-430e-9e4e-d56e1a3b70af,no_churn,0.02369481,0,no_churn,-0.128522728103671,0.0193387477353462,-0.0041744967853628,-0.0112287056212153,-0.0079698756822472,-0.0671517501588641,-0.0309101120475315,-0.0284072306239795,Male,25,No,Yes,Unemployed,Suburban,College,1672725600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f88900c-40a2-429a-9682-132fb77bdbeb,no_churn,0.22659655,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,69,Yes,Yes,Employed,Suburban,Bachelor,1672725600
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,07805a2d-c33d-4567-b2fd-d94048415fb8,no_churn,0.29549828,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,28,Yes,No,Unemployed,Urban,Bachelor,1672725600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d6a23ee9-fc3e-460a-9cf3-ca7fd44f6f28,no_churn,0.31971064,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,28,No,Yes,Disabled,Suburban,High School or Below,1672725600
63,Yes,No,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,98433641-2aea-4fb5-8c7e-30dda5c1c523,no_churn,0.005727123,0,no_churn,-0.0498171895242194,-0.0029221788747236,-0.0077575272172725,-0.0182110255277984,0.0027083177785425,-0.133579941683911,-0.0280193939584387,-0.0314272131680081,Female,41,Yes,Yes,Employed,Suburban,College,1672725600
38,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,01cb8c2c-6767-45f4-ab96-381e847e7aaf,no_churn,0.021294074,0,no_churn,-0.0100346762074241,-0.0072093150188084,-0.0109853415997713,-0.089292175322389,-0.0399834535634454,-0.0711652844223954,-0.0114889635381132,-0.0288669429745095,Male,50,No,Yes,Unemployed,Suburban,High School or Below,1672725600
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6fe18d09-cfea-4f61-b28c-0e6b8067d85e,churn,0.27705356,1,churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,49,No,Yes,Employed,Suburban,Bachelor,1672725600
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3a4c4841-5df9-4d8c-bb8e-1697e6ca5a07,churn,0.35491621,1,churn,0.104645721635188,-0.0083058418455584,-0.0201628864512349,-0.088874697084193,-0.0468476858687608,0.0829323964433933,-0.0491734718568659,-0.0723277048785894,Female,76,No,Yes,Employed,Urban,High School or Below,1672725600
29,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,9fa60115-79fd-47dc-a6ad-1b6610811ba9,no_churn,0.084562585,0,no_churn,-0.0537160366281841,0.0460060658034944,0.0131413061627517,-0.0223823616136542,0.0285880089770034,-0.211426958728498,-0.0233115118665818,-0.0259246639466118,Female,80,No,Yes,Disabled,Suburban,Bachelor,1672725600
67,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9493ccb1-dea4-4413-b3b7-223bd4d7efed,no_churn,0.13180523,0,no_churn,-0.100248688165107,-0.0021711403617882,0.0362978269585073,-0.0045193828392621,0.0556675949794953,0.0703850076666367,-0.0284811916298394,-0.0246228435765624,Female,27,No,No,Employed,Suburban,Bachelor,1672725600
38,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d04e18b9-8649-470e-9753-dc544f2d4cd2,no_churn,0.017455744,0,no_churn,-0.0647761037213422,-0.019460081985344,-0.062414487404776,-0.0888852190532816,-0.0484314229822212,0.046946759538323,-0.0145093514816107,-0.0174962421243435,Male,31,No,Yes,Employed,Urban,High School or Below,1672725600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,53e90ca2-ce1a-47d1-a6eb-e2585b7289cf,no_churn,0.29611257,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,74,No,Yes,Unemployed,Urban,College,1672725600
10,Yes,Yes,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,7b23d0a2-f08e-4b14-a62a-74c63900cde9,no_churn,0.09119308,0,no_churn,-0.0211251994918029,-0.0082636275701679,0.0015672607362239,-0.0509415740050599,-0.0104087748090796,-0.082563278776156,-0.0375903714601736,-0.0397005872899853,Male,70,No,No,Employed,Rural,College,1672725600
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc309750-efb6-4921-91a5-f25c5e98ed44,no_churn,0.4394904,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,39,No,Yes,Employed,Suburban,High School or Below,1672725600
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0cd836a0-ed41-44b9-968f-6e9887ce72a3,churn,0.65774894,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,36,Yes,No,Medical Leave,Urban,Bachelor,1672725600
49,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,49c42fc8-48b0-4a68-8f4e-b3c9d9bae0f7,no_churn,0.0095900669999999,0,no_churn,-0.051065046410531,-0.0048484186375389,-0.0233448963372575,-0.0173858518969427,0.0140313376058838,-0.110216115620933,-0.0241159755366425,-0.0520811865229006,Male,24,No,No,Employed,Suburban,High School or Below,1672725600
49,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6d434db9-b00e-4721-bb97-b6455da20a10,no_churn,0.48049146,1,churn,-0.135958445711467,-5.74340062667034e-05,0.0742574153827081,0.0123367746986696,0.0363613367910511,0.108479405047474,0.101427357056691,0.104127440075299,Female,59,No,Yes,Medical Leave,Suburban,High School or Below,1672725600
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,84069ca6-afa9-4efc-9629-d2ae63ec14d1,no_churn,0.4734983,0,no_churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Male,71,No,No,Employed,Suburban,Bachelor,1672725600
62,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Active,f5001ed6-e569-4eca-b6f1-38d19b822d4d,no_churn,0.052418433,0,no_churn,-0.135421726316745,-0.0024576740525299,-0.0101211343739487,-0.0089459533951776,0.0390976243093973,-0.196628199525958,0.0247793327816089,0.0406715772746974,Female,55,No,No,Unemployed,Urban,College,1672725600
64,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,4b392cb7-7f37-4c1b-995f-3c24fc49eb41,no_churn,0.2712711,0,no_churn,-0.23000051555,-0.0027293684277719,-0.0193499985932703,-0.0013116962265848,0.0429742498535961,0.0461332312984632,-0.0066790683802719,0.0361036840057477,Male,21,No,No,Unemployed,Suburban,High School or Below,1672725600
51,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8610844f-d200-4083-931b-61450db6d7be,churn,0.55935705,1,churn,-0.195308538047875,-0.0016253979848625,0.0296330161603327,-0.05290724788043,0.0173752073652212,0.0832992383969758,-0.0270883752344343,0.0675959451958988,Male,77,No,No,Employed,Rural,College,1672725600
17,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,eb291715-bd95-40dd-95b0-007ed9c401a3,no_churn,0.6574218,0,no_churn,0.172792204954849,-0.004214438959334,0.0521994640200409,0.0602854882294741,0.150935551631392,0.13847215623342,0.0789103633200102,0.0399264045906329,Female,55,No,Yes,Employed,Suburban,Master,1672725600
58,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3e6c8c54-4f8e-4156-8812-19e9a6cd34fd,churn,0.3984856,1,churn,0.0047995145501226,-0.0003060452118006,0.0772962760487189,0.101882117620316,0.116849508997057,0.0852796615083752,0.189938333082555,0.0939844931782772,Female,41,No,Yes,Unemployed,Urban,High School or Below,1672725600
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6123d650-1ea1-4704-acb0-12065684df3f,churn,0.55395246,1,churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Female,40,No,Yes,Employed,Suburban,Bachelor,1672725600
56,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,57b3ad9f-7f7b-48d4-89ee-2189103aedb1,no_churn,0.26984715,0,no_churn,-0.0217183854317136,-0.0011030159535584,0.046109588995032,0.11032744433207,0.0801012762698519,0.0555358262427762,0.114172812245961,0.0475483104666545,Male,24,Yes,No,Unemployed,Suburban,College,1672725600
38,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a6c468a4-a266-46d0-95d3-fb96c41be6fb,no_churn,0.3622295,0,no_churn,-0.145631313926888,-0.0027138099023795,0.021731329788663,-0.0033831506734804,0.0483268009687708,0.0352650276222993,0.0684933314622958,0.0588856339047924,Female,69,No,No,Disabled,Urban,College,1672725600
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,89c555da-744c-4c53-bdd7-26d95277b192,churn,0.41901946,1,churn,-0.15721307764843,-0.0020961393850484,0.0482049391434247,-0.0921746518280451,0.0224719157401887,0.0419746697733535,-0.036262055121133,0.0664015826980357,Male,78,No,No,Disabled,Suburban,Bachelor,1672725600
38,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,4beb0db7-07e2-46d7-b84b-ad726605bb72,no_churn,0.20422538,0,no_churn,-0.135536111902302,-0.0032684475285259,0.0090733330881448,-0.0194632633177843,0.0243302615866377,-0.125400910748403,-0.0573497762491206,0.038588761942392,Male,24,No,Yes,Employed,Rural,Bachelor,1672725600
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,24051221-4ba9-4af5-9c71-32ba58c0efa0,churn,0.8803482,1,churn,0.234158155258592,-0.004922411557145,-0.0421390503103975,0.0620378835682549,0.12680131625837,0.139962707683098,0.0554576365770844,0.0887842840626945,Female,49,No,Yes,Employed,Suburban,Bachelor,1672725600
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,dc1f879a-223d-4d10-865e-b75411809863,churn,0.7409999,1,churn,0.102924305305523,-0.0030194169171591,0.0495083695876428,0.064617694501303,0.095282654778066,0.147100008286143,0.128888509181566,0.127338398287488,Male,63,No,No,Disabled,Suburban,High School or Below,1672725600
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8f7fbc04-0997-4aac-ba35-6d3656011ea0,churn,0.8803482,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Female,24,Yes,Yes,Employed,Rural,Master,1672725600
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,0b00e606-ef9f-4115-bb90-f488240b0bb5,churn,0.6075456,1,churn,-0.0930125490597038,-0.0058913799408037,0.0049912214652249,-0.0644220123332252,0.0742638982493372,0.0347992159308523,-0.0092585243390931,0.0395039810392518,Female,29,No,Yes,Employed,Suburban,Bachelor,1672725600
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3c5aa36a-16ec-40d7-a1ae-4332422a8230,churn,0.62108046,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,45,No,No,Unemployed,Suburban,Bachelor,1672725600
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,083b8e6c-71bf-4a9b-a50a-1052b68e37ce,no_churn,0.3419982,0,no_churn,-0.169857992161169,-0.0029933552961801,0.0631882720436306,0.0178009125980361,0.0346399126055257,0.0830072688527934,3.42632725551084e-05,0.0772974264494223,Male,71,No,Yes,Employed,Suburban,Bachelor,1672725600
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1a60eb63-52a2-4e14-a9f5-57195c1c38eb,churn,0.41542354,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Female,73,Yes,No,Employed,Suburban,Doctor,1672725600
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0418101c-391d-4ab6-b3bb-5e79a5438fd4,no_churn,0.6568945,0,no_churn,-0.159381045383661,-0.0047549188495213,0.0246911353768246,-0.0885832084022513,0.0134889218375974,0.0056477157073368,-0.0435908803512029,-0.0065438717471806,Female,80,No,No,Employed,Suburban,High School or Below,1672725600
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e6f79864-6dcb-4538-9a96-ab7405997de1,churn,0.109623365,0,no_churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Female,49,No,No,Employed,Suburban,Bachelor,1672725600
57,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e5bbac83-845c-490a-9b4e-7f43dca82114,no_churn,0.29062226,0,no_churn,-0.216190439968441,-0.0033860561529036,-0.0538602255125715,-0.0756458348492196,0.0416002947143897,0.0221556886517828,0.0141785820350924,0.0321218371302347,Female,47,Yes,Yes,Employed,Rural,High School or Below,1672725600
45,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,a561c5ce-3070-4da5-9975-1b6807df81b7,no_churn,0.22825277,0,no_churn,-0.143193031743622,-0.0023341428603635,-0.0165694859012273,-0.0338347234515276,-0.0328407646433515,-0.0919722576682579,0.0245617367398699,0.0371565152560833,Male,64,Yes,No,Employed,Suburban,Bachelor,1672725600
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c40e2fc7-8990-4170-9539-ded9bf22fb13,no_churn,0.42465165,0,no_churn,-0.0036117153660688,-0.0054640265187481,-0.101965888760542,-0.0486623633968884,0.0489805790065292,0.0931339254429622,0.0539984773270043,0.0238981962996604,Female,79,No,Yes,Employed,Urban,Bachelor,1672725600
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f413099b-f39a-4571-b188-fa3d50a96ffc,no_churn,0.23610233,0,no_churn,-0.0813586338349341,-0.0035637369462347,-0.101117301116883,-0.0275890349741712,-0.0108775396217242,0.0459291742675122,-0.0002967977208209,0.0044667686993852,Female,27,Yes,Yes,Employed,Rural,Bachelor,1672725600
65,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e54ca449-4bac-4815-a4fd-febbc3e1e2d3,no_churn,0.37301457,0,no_churn,-0.226819662220742,-0.0041129171114334,-0.0194776111335704,-0.0666867198063664,-0.0031221724114766,0.0353226724837259,-0.010389114539048,0.026259372731638,Female,32,Yes,No,Employed,Rural,Bachelor,1672725600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1a2ebc6f-84dd-49a4-a526-3fc8656844b0,no_churn,0.009944659,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Male,72,No,No,Disabled,Suburban,High School or Below,1672725600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,1638bf27-58e0-4855-ba96-33983b4f7095,no_churn,0.1686578,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,22,No,Yes,Medical Leave,Suburban,Bachelor,1672725600
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c5ec27a9-f4a5-4c2f-a997-67bc6ffd0a86,churn,0.58507925,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Female,50,Yes,Yes,Employed,Suburban,Bachelor,1672725600
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,9d1c05d2-5bfe-4d0b-9e30-d86fd20dd4a8,no_churn,0.22287607,0,no_churn,-0.138035017503908,-0.0023476426527849,-0.0009522812419618,-0.0071799573992848,-0.0567688805025591,-0.136265127435727,0.0207174441720962,0.0518053096630501,Female,45,No,No,Employed,Suburban,Master,1672725600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,53a3bd99-5e0a-4e77-a9d0-beb057cf3bdf,no_churn,0.6574218,0,no_churn,0.0745353631725993,-0.0045007626715596,0.110633630758703,0.0081765183559946,0.0627048813889996,0.0832088715869122,0.0438775497695496,0.0337544727467684,Female,72,No,Yes,Unemployed,Urban,Master,1672725600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c3c597f3-a75d-4799-ad8e-1d930b1edff6,churn,0.46610436,1,churn,-0.0210817198069617,-0.0052350134392872,0.0713680389224555,-0.029659750944902,0.0616344507005851,0.0973830292247476,0.0679364170546523,0.0751284020200546,Female,74,No,No,Unemployed,Suburban,Bachelor,1672725600
70,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,77701b19-8fa6-4a60-a060-d980a63d0fcd,no_churn,0.087954685,0,no_churn,-0.194686893906865,-0.0038341033193773,-0.0569462148537059,-0.0498003512283048,-0.016627396438007,0.0491486383189658,-0.0072203316534887,0.0459405021553811,Female,76,No,Yes,Employed,Suburban,Master,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,16b0abda-d402-4924-80ec-279ce9038065,churn,0.87802345,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,32,No,No,Employed,Rural,Bachelor,1672725600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,625b0b5d-2556-4025-bad8-5e5e3a07e219,no_churn,0.54019386,0,no_churn,0.156586454180469,-0.0025242836970392,0.113279976769554,0.0152575843747763,0.0642152770327538,0.138337302623358,0.0940616684076849,0.0183789272238027,Male,22,No,Yes,Disabled,Suburban,College,1672725600
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,92a3dabf-d348-4492-b780-3b9f8476e45c,churn,0.6989519,1,churn,0.135898345001542,-0.004020573581638,0.0442061879124503,0.0461800937865518,0.0752884932069355,0.143708465858563,0.133131824529946,0.0750572121206641,Male,60,No,Yes,Retired,Suburban,High School or Below,1672725600
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1ba80854-59d5-4e46-9e62-8eac7420b78a,no_churn,0.3458254,0,no_churn,-0.186631058046924,-0.00508314541461,0.0442724641011682,-0.0405815170101686,-0.0222387186769901,0.0783850869780235,-0.0304243919298005,0.0574417958827143,Female,34,Yes,No,Medical Leave,Suburban,College,1672725600
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7ef916e7-73d9-431a-97db-34825adcc0ff,churn,0.44374657,1,churn,-0.256789881099621,-0.0022438365488551,-0.0166779053722029,-0.0629815762671614,0.0215583706256529,0.0613922512952694,-0.046144032512393,0.0628604567455659,Male,52,Yes,Yes,Unemployed,Suburban,College,1672725600
28,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,cfb54e35-64e7-4862-b721-6b2e00e46fb1,no_churn,0.18351737,0,no_churn,-0.141270930241271,-0.0037912219477948,-0.12399650669835,-0.0321177331851504,0.0281800910774654,0.0681562863858744,0.0324401495978781,0.0233737141995152,Female,22,Yes,Yes,Unemployed,Suburban,High School or Below,1672725600
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1bd85e3c-669d-42db-8676-7ebd0249c640,churn,0.5748593,1,churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Female,55,No,No,Employed,Rural,College,1672725600
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cbbdf4a8-8120-4952-8da0-5d1f63559607,no_churn,0.4234195,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,30,No,No,Employed,Suburban,College,1672725600
47,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,ba31844e-ac67-4374-b023-ef904bca5f3c,no_churn,0.07422936,0,no_churn,-0.0310690185572138,-0.0070201441366134,0.0119760129338146,0.0491254774664957,-0.0039495730455064,-0.21062114844709,-0.0190660330670471,-0.0584017243275684,Female,60,Yes,No,Employed,Suburban,Bachelor,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a9b81e5-39fd-4a13-a232-cb1e3252d8f4,churn,0.8192347,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,74,No,Yes,Employed,Suburban,Master,1672725600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,23c957a2-4579-4880-842d-2c932c4a1373,churn,0.6139216,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,43,Yes,No,Employed,Urban,Bachelor,1672725600
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ce0e256-0113-4634-812d-9dc34c0515b5,no_churn,0.48846474,0,no_churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Male,48,No,Yes,Employed,Suburban,High School or Below,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d4018756-0dd7-4147-b5d4-2bedf2023665,churn,0.81620747,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,70,No,Yes,Employed,Urban,Bachelor,1672725600
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b71e2ead-6805-4cba-ab7d-8aa0d4950728,churn,0.5947192,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,31,No,No,Employed,Suburban,Doctor,1672725600
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bafeb85d-67e1-4fce-8567-6b11fabefd81,no_churn,0.45591956,0,no_churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Female,51,No,Yes,Employed,Rural,High School or Below,1672725600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fdbb35ca-104a-4fd3-bbd4-bfe76a5f9fae,no_churn,0.5460142,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,62,No,Yes,Employed,Rural,High School or Below,1672725600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,19950150-609d-442f-8ef0-a2b7fe3b4229,churn,0.4451415,1,churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,30,No,No,Employed,Suburban,College,1672725600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1d4571bd-0590-4120-91d4-3c54451bfc88,churn,0.4973004,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,62,No,No,Employed,Suburban,College,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7f3ed40f-1187-4713-99dc-e2f1d6203a38,churn,0.83816695,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,41,No,No,Disabled,Suburban,College,1672725600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd54f06d-7b48-4bc6-9336-2258da459455,no_churn,0.32510954,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,55,Yes,No,Employed,Suburban,College,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f33026f9-4baa-4013-8fa0-20a47c21c5d3,churn,0.82104206,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,53,No,No,Employed,Suburban,College,1672725600
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fcd6b69f-f32c-42a7-b5c8-35c4ffbe1c46,no_churn,0.5628127,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,60,No,Yes,Unemployed,Suburban,College,1672725600
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,16a4ff96-64c2-4538-9fb3-c1799dbb85fe,no_churn,0.06992246,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,22,No,No,Disabled,Rural,Bachelor,1672725600
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,26b58ef4-01e5-48b6-ba27-9f202e2113d8,no_churn,0.37865856,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,39,No,No,Employed,Suburban,Bachelor,1672725600
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b751d929-362d-4b44-9686-6f69ed1de58f,churn,0.49331602,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Male,34,No,Yes,Employed,Suburban,High School or Below,1672725600
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5747f563-99de-4ddd-8189-e5f55d62c476,churn,0.36652443,1,churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,56,No,No,Employed,Suburban,High School or Below,1672725600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b4945102-9026-4499-ac68-5e1eb33f9fd8,churn,0.7597531,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,51,No,Yes,Unemployed,Rural,College,1672725600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,61f0269c-3a19-4eff-b203-29f677f46821,no_churn,0.662663,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,29,No,Yes,Employed,Urban,College,1672725600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,179e3225-3d9f-45fe-b8c4-f7def36815a6,churn,0.48808026,1,churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,31,Yes,No,Unemployed,Suburban,College,1672725600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2ef956e9-f1ff-4fd6-97c9-7b917c433e35,no_churn,0.9058433,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,50,No,No,Medical Leave,Urban,College,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3d0d902a-8239-42fe-ab52-72d9b4f06cc4,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,33,No,Yes,Medical Leave,Suburban,Bachelor,1672725600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a2c198ec-f374-4a05-a377-aac3b071b154,churn,0.60286885,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,73,No,No,Unemployed,Suburban,High School or Below,1672725600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6e35430e-c095-4b11-aeb6-7986e5ecf7bc,no_churn,0.7094084,0,no_churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,27,No,No,Retired,Rural,High School or Below,1672725600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b040a11b-9055-4db7-8b5f-be3b5be2ebbd,no_churn,0.6268188,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,26,No,No,Employed,Suburban,College,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e8d68157-5230-4f7f-9179-42b788283f79,churn,0.79478097,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,72,No,Yes,Employed,Suburban,Bachelor,1672725600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4d522ce8-d5b9-4f7b-bfc1-dc558a9def85,no_churn,0.6619565,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,32,No,No,Employed,Suburban,College,1672725600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,345ef220-ab3d-4518-b92e-929a5a2720db,no_churn,0.7071284,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,57,No,No,Employed,Suburban,Bachelor,1672725600
44,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,ef4d695b-61a7-4a43-84da-06bc477b790a,no_churn,0.22803421,0,no_churn,-0.21790306037763,-0.0051135269100268,-0.0726777462827885,0.0335458000408561,0.0026359465965106,0.0343075710786797,-0.019418073874749,-0.0244030600825317,Male,61,No,No,Employed,Suburban,Master,1672725600
69,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,84e9050a-9cec-44cc-be71-019de870f0bd,no_churn,0.010701317,0,no_churn,-0.0387548845042965,-0.0028464266061928,-0.0155853832423144,-0.0167859864933325,-0.0134530006896602,-0.145174345080704,-0.012877703076856,-0.0235484220750549,Male,73,No,Yes,Employed,Urban,Bachelor,1672725600
68,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cd666307-a8a7-463e-9bbf-f41cd721a749,no_churn,0.02369481,0,no_churn,-0.158630859473305,0.004614578262408,-0.000267617219215,-0.0375718156194125,-0.0209077202644584,0.0448583135978515,-0.0344832826466336,-0.0466377491321145,Female,28,Yes,Yes,Unemployed,Suburban,Bachelor,1672725600
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,567ccc38-a453-4a16-b01f-28f46f88a79c,churn,0.62108046,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Male,36,Yes,No,Employed,Urban,Bachelor,1672725600
50,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,8eab331a-a44d-46a8-91fd-10249ef31e73,no_churn,0.1057766,0,no_churn,-0.0525788587831902,-0.0124644639327016,0.0024874777723562,-0.0592111333292541,-0.0685825608184859,-0.0656699284969636,0.0570186393988797,0.0413080101072637,Female,65,No,No,Disabled,Suburban,Master,1672725600
72,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,0d5c1462-81a7-4b47-9a4f-1e663ed3e393,no_churn,0.052583806,0,no_churn,-0.106528656667506,-0.0064861857471578,-0.0033785093147571,-0.0674052272647986,-0.0092977368140009,-0.0648617928915973,0.0182166465114551,0.0416262823180341,Female,72,No,No,Unemployed,Suburban,College,1672725600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fa08cdd1-39b4-48f7-afe8-410456ebe371,churn,0.5394905,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,50,Yes,No,Employed,Rural,College,1672725600
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,e4392dc9-50d6-46a1-b236-1dc0115cd132,no_churn,0.022674112,0,no_churn,-0.104226255749682,-0.0058795473533609,0.0099165956128035,-0.0506376004922003,-0.130272168650081,0.0445669249944148,0.0229862347646121,0.0428529991196956,Female,76,No,Yes,Employed,Suburban,College,1672725600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2d41dcd7-194a-4cea-b0ec-d82449f9d646,churn,0.6139216,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,79,No,Yes,Employed,Suburban,College,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,707f15f7-6a38-4716-92c4-d4837905efcc,churn,0.79478097,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,35,No,No,Unemployed,Suburban,Bachelor,1672725600
66,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,295435fc-9ce0-471c-9f62-a2de61e19e4f,no_churn,0.006828681,0,no_churn,-0.0575193344007584,-0.0036199970872257,-0.0669162382489594,-0.024937181856967,0.0117345932789248,0.0545999995063539,-0.0300328157851708,-0.052335176592187,Female,64,Yes,No,Employed,Suburban,College,1672725600
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f2cf6b3c-07f4-4072-8461-ee38e7718b9d,no_churn,0.4089529,0,no_churn,-0.0615862703291577,-0.0156671283161813,-0.0493155011119233,-0.0805965121004874,0.0394856928607987,0.0681298947992672,-0.0565321203036637,-0.0736955408401172,Male,28,Yes,Yes,Employed,Suburban,Bachelor,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,266488d9-ec1a-457f-83c5-551db59743e7,churn,0.79478097,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,43,No,No,Unemployed,Urban,Bachelor,1672725600
44,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,af5d05e7-6dcc-4182-8f1c-f48efde39dfa,no_churn,0.22803421,0,no_churn,-0.21790306037763,-0.0051135269100268,-0.0726777462827885,0.0335458000408561,0.0026359465965106,0.0343075710786797,-0.019418073874749,-0.0244030600825317,Female,36,No,No,Employed,Suburban,Bachelor,1672725600
38,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,2e701853-2c4c-410b-b6f2-60b8a7449455,churn,0.14003707,1,churn,0.0018716329766766,-0.0093712526364652,-0.0169346091078023,-0.0054090577389888,0.0415609665856709,0.0915089354412657,0.0836553262626057,0.0467109603696985,Female,21,Yes,No,Employed,Suburban,College,1672725600
19,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,128313c4-6544-494c-a450-c9cbc6d25478,no_churn,0.20248808,0,no_churn,0.0261160041475886,-0.0088470081347622,0.0799496205328978,0.0883572345189168,-0.112343639811625,0.0774170247921029,0.0928658508656735,0.0759587671692133,Female,34,No,No,Employed,Rural,Bachelor,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,de9b6bab-522d-49ad-b3c3-bc870191cbb4,no_churn,0.5301736,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,57,Yes,Yes,Employed,Suburban,Bachelor,1672725600
50,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,450a680f-ad4b-48aa-94c4-c1ea8ba7700d,no_churn,0.1057766,0,no_churn,-0.0525788587831902,-0.0124644639327016,0.0024874777723562,-0.0592111333292541,-0.0685825608184859,-0.0656699284969636,0.0570186393988797,0.0413080101072637,Female,75,No,No,Employed,Suburban,Bachelor,1672725600
28,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9da6b877-2d92-43c4-83c9-f411a78ad2c6,no_churn,0.0210413279999999,0,no_churn,-0.0998107137029637,-0.006059582935195,0.0062883439171673,-0.083637562115955,0.0220815566149212,0.045634984741473,-0.0671959909396446,-0.0863271897965478,Male,22,Yes,Yes,Employed,Suburban,High School or Below,1672725600
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,04490d98-ebe8-4e6d-911a-2a11cda52728,churn,0.5947192,1,churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Male,76,No,Yes,Employed,Suburban,College,1672725600
45,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,beb00ba0-382e-442a-bcd0-9c3117d898e1,no_churn,0.0069150444999999,0,no_churn,-0.0995988776740614,-0.0071429889390446,0.0077757906975375,-0.0723121651182918,-0.0365054383373944,0.0366371362525387,-0.0270973843566753,-0.0457822239355118,Male,76,Yes,No,Employed,Urban,College,1672725600
65,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,ea0053b3-e7e4-4043-a732-a2c4f18bf147,no_churn,0.37301457,0,no_churn,-0.226819662220742,-0.0041129171114334,-0.0194776111335704,-0.0666867198063664,-0.0031221724114766,0.0353226724837259,-0.010389114539048,0.026259372731638,Female,76,No,Yes,Employed,Suburban,Master,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8e5d7718-5bab-4e3f-8150-00dcb0ee8524,churn,0.81620747,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,31,No,Yes,Employed,Urban,Doctor,1672725600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f037915d-e3ef-4411-9203-8a23a0b3833e,no_churn,0.22659655,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,33,No,No,Unemployed,Suburban,Bachelor,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,75629870-0b23-45ad-a94b-a129dac4829e,churn,0.81620747,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,63,No,No,Employed,Urban,College,1672725600
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,28668791-6a39-4e5a-93de-4d05f22a49c0,churn,0.27705356,1,churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,67,Yes,No,Unemployed,Suburban,Doctor,1672725600
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fdcb45ad-77b0-4f58-94f6-f738d92a8a8f,no_churn,0.38374004,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,58,Yes,No,Employed,Suburban,College,1672725600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a52e065b-92e3-40e4-b19c-f1ebc7d04bb7,no_churn,0.7071284,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,53,Yes,No,Employed,Rural,Bachelor,1672725600
38,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,2c6f5dc6-0c37-4792-84f9-88704553e4b0,no_churn,0.20422538,0,no_churn,-0.135536111902302,-0.0032684475285259,0.0090733330881448,-0.0194632633177843,0.0243302615866377,-0.125400910748403,-0.0573497762491206,0.038588761942392,Male,37,Yes,No,Employed,Suburban,Bachelor,1672725600
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d1dec521-4cbc-4123-9f41-fbd47fa647dd,no_churn,0.26334953,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Female,59,Yes,Yes,Employed,Urban,College,1672725600
11,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,9c547401-dae5-468e-803d-8f4a79baac70,no_churn,0.26794708,0,no_churn,-0.0002346510248935,-0.0090207124060543,-0.0787213495599644,-0.0490146227072182,-0.157390515166499,0.0436093224400246,0.0579750006453105,0.0437713764842192,Female,45,No,Yes,Unemployed,Suburban,Bachelor,1672725600
68,No,No phone service,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,862f3b0c-ac32-405a-9bbd-ae9069f7912e,no_churn,0.02369481,0,no_churn,-0.128522728103671,0.0193387477353462,-0.0041744967853628,-0.0112287056212153,-0.0079698756822472,-0.0671517501588641,-0.0309101120475315,-0.0284072306239795,Male,76,No,Yes,Employed,Suburban,Bachelor,1672725600
66,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,27b564d7-c634-4461-b80d-7cdb1f36789d,no_churn,0.006828681,0,no_churn,-0.0575193344007584,-0.0036199970872257,-0.0669162382489594,-0.024937181856967,0.0117345932789248,0.0545999995063539,-0.0300328157851708,-0.052335176592187,Male,42,Yes,No,Employed,Rural,Bachelor,1672725600
23,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,43bc64f8-b657-4ee7-98cd-219666a00b6f,no_churn,0.011827184,0,no_churn,0.0237698871459269,0.165320056110204,0.0485737140222545,0.0643801783690742,0.130257486737974,0.123741202662254,0.0055801823548199,-0.000648852366321,Female,58,No,No,Unemployed,Suburban,High School or Below,1672725600
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a9e822e0-1964-4916-bc05-5f0716e9f331,no_churn,0.24345896,0,no_churn,0.157524558774821,0.0665483926979141,0.0372286435608475,-0.0593348094456359,-0.0251455041677945,0.11258760075928,-0.0283062449934095,0.0046013782265345,Male,70,No,Yes,Employed,Rural,College,1672725600
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,46d394b7-7214-495e-833a-af204720dfbc,no_churn,0.45591956,0,no_churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Female,51,No,No,Employed,Suburban,Bachelor,1672725600
34,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,0a10ea41-e645-4482-9393-54298e3628f8,no_churn,0.103955805,0,no_churn,-0.0807824282774163,-0.007018222093684,-0.0430930337351583,-0.0236674816731101,-0.0524701189351071,0.0674781598992012,0.0622858469686252,0.0315744619086945,Male,71,No,Yes,Employed,Suburban,High School or Below,1672725600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,20b57e87-98d1-43bf-aec4-33b8943ba3a7,no_churn,0.22659655,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,27,No,No,Unemployed,Rural,High School or Below,1672725600
65,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,31af70c2-9837-4fab-a2da-1d191e042c54,churn,0.33795592,1,churn,-0.191967272714255,5.31793739719433e-05,-0.0180204964510994,-0.0070054087783864,0.0262895057040987,0.0386858507922443,0.0495303343233717,0.0860748232440528,Female,54,No,Yes,Unemployed,Suburban,Bachelor,1672725600
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,530fe4d3-5d6b-4a99-8b90-5c1fdf23cc75,churn,0.5748593,1,churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,63,No,No,Unemployed,Rural,Master,1672725600
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,70cd73c8-c767-4511-affd-9ecd1f71f853,no_churn,0.0249419179999999,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Male,62,No,No,Employed,Suburban,High School or Below,1672725600
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2f86d7b5-c515-48c4-8906-79fd51ad25cb,churn,0.65774894,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Male,39,No,Yes,Employed,Urban,Master,1672725600
70,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,08894127-56b5-4d27-8ab8-48dad5e228e4,no_churn,0.009819938,0,no_churn,-0.0665351205695333,-0.0011471455082755,0.0004747463187595,-0.0019390410918276,-0.0318324890411895,0.0586661507887856,-0.0243367175475941,-0.0423765353277667,Female,39,Yes,Yes,Employed,Suburban,Bachelor,1672725600
63,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ba3e4e1-8be6-4aac-b8a0-230fd31a1273,no_churn,0.005727123,0,no_churn,-0.0552523169705273,-0.0015651897377392,-0.0096528276431126,0.0022859149450596,-0.0318935834759213,0.0569238381023842,-0.0366239488611972,-0.0432480382245739,Male,50,No,Yes,Unemployed,Suburban,Bachelor,1672725600
9,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,a9416676-0383-4f4b-ba31-74eb5d5e7373,churn,0.32721576,1,churn,0.091449889768337,0.0212606186521043,-0.011139942438258,0.0048691494436798,0.0628715972834879,0.137407711404703,0.10015552879187,0.0255992970641909,Female,48,No,No,Employed,Urban,College,1672725600
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b69eda5c-6a20-463d-88f5-c80e44980797,churn,0.49331602,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Female,49,No,Yes,Employed,Urban,College,1672725600
38,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4255e638-a14a-4e01-a886-f81749f78dad,no_churn,0.20422538,0,no_churn,-0.193366846675663,-0.0064861398478387,0.0413141919953795,-0.0046175535698421,0.0201412845452614,0.0638741278382076,0.0190679034375352,0.0110468839825807,Female,45,Yes,Yes,Unemployed,Suburban,College,1672725600
9,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,ce340ea0-6577-4113-a51d-5970df16a38f,churn,0.32721576,1,churn,0.091449889768337,0.0212606186521043,-0.011139942438258,0.0048691494436798,0.0628715972834879,0.137407711404703,0.10015552879187,0.0255992970641909,Female,26,Yes,Yes,Unemployed,Suburban,Master,1672725600
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9745161f-c037-485c-b25f-25d841b5f580,no_churn,0.20295858,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,24,No,No,Employed,Rural,Master,1672725600
32,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,14783a65-d5e2-4318-92fb-ec3196a77149,no_churn,0.23610233,0,no_churn,-0.0813586338349341,-0.0035637369462347,-0.101117301116883,-0.0275890349741712,-0.0108775396217242,0.0459291742675122,-0.0002967977208209,0.0044667686993852,Female,30,No,Yes,Medical Leave,Rural,High School or Below,1672725600
21,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,1ed20f30-c381-47a8-ae56-674b573f9e8b,no_churn,0.01677107,0,no_churn,0.0105521845548992,-0.0026522912910149,-0.0159985288653388,-0.0036343592306184,-0.0008286514609881,-0.228626342232692,-0.0144078430476838,-0.0134303201006241,Male,38,Yes,No,Medical Leave,Suburban,Bachelor,1672725600
69,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,54992778-d42d-4ff1-8ff0-5a7ed7cb1e9a,no_churn,0.028652204,0,no_churn,-0.0666658614820335,-0.0051383155503572,0.0176902776206043,-0.0528256641715779,-0.149818874696866,0.0419596301125056,0.028402539200124,0.0423701176075519,Male,38,No,Yes,Employed,Urban,College,1672725600
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8a00107f-8c2c-4217-a07e-c6bf1192a398,churn,0.6075456,1,churn,-0.0930125490597038,-0.0058913799408037,0.0049912214652249,-0.0644220123332252,0.0742638982493372,0.0347992159308523,-0.0092585243390931,0.0395039810392518,Female,66,No,Yes,Employed,Urban,High School or Below,1672725600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e0abbc64-a358-4090-a676-ad84e0a6cece,churn,0.5038115,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,38,No,Yes,Employed,Suburban,College,1672725600
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bb50a772-900d-4815-8ab0-31aa1117dabd,no_churn,0.26334953,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Male,57,No,Yes,Employed,Suburban,High School or Below,1672725600
57,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b5bfcbb1-b201-4fb7-a5b2-be0b8e447096,no_churn,0.29062226,0,no_churn,-0.216190439968441,-0.0033860561529036,-0.0538602255125715,-0.0756458348492196,0.0416002947143897,0.0221556886517828,0.0141785820350924,0.0321218371302347,Male,79,No,Yes,Employed,Rural,High School or Below,1672725600
24,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,8655a0d8-a7f2-4d45-940f-325595290a7a,no_churn,0.0160912369999999,0,no_churn,0.0099220886732882,0.0402067178859806,-0.0078995856811479,0.0460277106298781,0.0438278432203242,0.0931654978914411,0.0605030037109236,0.0685539105883708,Male,46,Yes,Yes,Unemployed,Suburban,High School or Below,1672725600
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,7cdb9152-fb21-4c0b-a6dd-5e5d2ba96faa,no_churn,0.037502732,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Female,52,Yes,Yes,Medical Leave,Suburban,Master,1672725600
59,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1457073e-40d0-4b9b-87a8-8474a976c36d,no_churn,0.0119176664999999,0,no_churn,-0.0723945567801001,-0.0078515760800473,0.0090294996614284,-0.0612704426078926,-0.0665447384240815,0.0389314556001318,-0.0203577042455253,-0.0085680881558801,Female,59,No,No,Employed,Rural,Bachelor,1672725600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5dc69b68-308b-4976-83c9-55337731436d,no_churn,0.7071284,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,36,No,Yes,Employed,Suburban,College,1672725600
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e637a3a9-ee00-4b37-a4c2-43a529dd98bf,churn,0.65774894,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,64,No,No,Unemployed,Suburban,High School or Below,1672725600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3450f3c4-3a68-461a-a529-718c267a6ff9,no_churn,0.54019386,0,no_churn,0.156586454180469,-0.0025242836970392,0.113279976769554,0.0152575843747763,0.0642152770327538,0.138337302623358,0.0940616684076849,0.0183789272238027,Male,65,No,No,Employed,Suburban,High School or Below,1672725600
35,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,2bcf91cf-2fc3-45b2-bc48-e0610985924e,no_churn,0.05702629,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Female,36,Yes,No,Employed,Suburban,High School or Below,1672725600
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8eae58fd-fe4b-4476-ab2c-48fb42b4c87c,no_churn,0.049669754,0,no_churn,-0.0922121903504285,-0.0058160800093901,0.009917119392976,-0.0121141608069592,-0.132585653503875,0.0352037582874891,-0.021754560917434,-0.0163310506918242,Male,29,No,Yes,Retired,Suburban,Bachelor,1672725600
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5e543e9c-ad17-4dab-a75e-e826ce6ada08,no_churn,0.26334953,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Male,63,No,Yes,Employed,Suburban,High School or Below,1672725600
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,2bba323c-8574-49b3-8196-e7818a379857,no_churn,0.24399856,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Female,60,No,Yes,Medical Leave,Rural,Bachelor,1672725600
37,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,45a9ef0a-c575-43ad-b6e2-bb7656a41ed0,no_churn,0.07151723,0,no_churn,-0.105877531825645,0.0515409050784182,0.0080967552835136,-0.0857642589223724,-0.0683050780053054,0.0553840505044354,-0.0309656355955667,-0.0451353568340709,Male,75,No,Yes,Unemployed,Rural,Bachelor,1672725600
43,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,3d2db135-f346-4cde-80ac-4238f7aab140,churn,0.41252434,1,churn,-0.0374821471141876,-0.0024597351935881,0.0333580620628708,0.0630190681604563,-0.102038603726924,-0.224465553981863,0.0140260473482521,0.0670167069095805,Male,73,No,No,Employed,Suburban,College,1672725600
9,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,57337404-6fa3-444e-97f5-362b400ade12,no_churn,0.55092096,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,71,No,No,Employed,Suburban,College,1672725600
71,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0c631261-7140-4706-a9b6-741e2e75aeb1,no_churn,0.0023285989,0,no_churn,-0.106479794914089,-0.0040804036769122,-0.0399017005487712,-0.0075169205197607,0.0092718397990165,0.0555886985835513,-0.0308121495715613,-0.0550957201913479,Female,73,No,No,Unemployed,Rural,Bachelor,1672725600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6158be77-41b0-459e-b68b-e9224b4995c0,no_churn,0.03236928,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,30,No,Yes,Employed,Urban,High School or Below,1672725600
45,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,3294bc14-96cd-460c-87b3-90d9c4bb5d95,no_churn,0.24223848,0,no_churn,-0.211793534805574,-0.0028503115139392,-0.0027379261561236,-0.161126272234678,0.0463485981820485,-0.0024761532688535,0.0609731031528917,0.0446363419016415,Female,76,Yes,Yes,Employed,Suburban,College,1672725600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa5461ee-ea37-4d55-a2b2-d80d53f3a21d,no_churn,0.29611257,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,25,No,Yes,Employed,Suburban,High School or Below,1672725600
71,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,1d676398-11fb-4fd6-a777-360e9894c4c3,no_churn,0.028941052,0,no_churn,-0.157881309208915,-0.0014209839139221,5.87092828754976e-05,0.0194566035073694,-0.0943883986477158,0.0466414388371777,0.0833786144870191,0.0584625091631187,Male,41,No,Yes,Employed,Suburban,High School or Below,1672725600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2c511e10-2694-449e-b76c-e29e8b5b300f,no_churn,0.7071284,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,69,No,No,Employed,Urban,College,1672725600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,569f6740-0eda-4a09-ba5c-51d81fc196e3,churn,0.48808026,1,churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,23,No,Yes,Employed,Suburban,College,1672725600
8,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca71815b-145a-4b7b-a1a8-58b8f3da96cf,churn,0.16652161,1,churn,0.136257798041625,-0.0108311032126312,0.0345736664066225,-0.0158250962974852,0.0920655281729887,0.0948513779163386,-0.0403478686201378,-0.0514371137857779,Male,46,No,No,Employed,Suburban,Bachelor,1672725600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bf9d51b6-b686-4419-9162-07512a6ce086,churn,0.5038115,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,34,No,Yes,Employed,Suburban,Master,1672725600
26,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,40152f68-59c7-4a96-89dd-5f007e37c42f,no_churn,0.12921382,0,no_churn,-0.100311018389257,-0.0091153088739702,-0.0356544769259653,0.001839414372298,-0.11621172736277,0.0607650242450472,0.0637329848784247,0.0499289583242534,Male,25,No,Yes,Employed,Suburban,Bachelor,1672725600
72,Yes,No,Fiber optic,Phone_Support,Two year,100hrs+,Active,d196f1e5-e9d9-4e3c-a4e6-de0331c960b0,no_churn,0.011729993,0,no_churn,-0.148856104843089,-0.002785642416893,-0.0288277196343187,-0.0089393514492985,0.0112041460058753,-0.141740028183594,0.017892469936396,0.0330260775254282,Female,27,No,No,Medical Leave,Suburban,Bachelor,1672725600
65,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Active,336e8371-85b3-4657-865e-887cb7f3c678,no_churn,0.22714774,0,no_churn,-0.152701944604769,-0.0014735497996844,0.0462439032545989,-0.0722260956506215,0.0029204383398246,-0.0388629565596693,-0.0261979181811148,-0.0067280307458167,Male,20,Yes,Yes,Unemployed,Suburban,High School or Below,1672725600
6,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,cf5fff4d-91d1-4a2d-9ed8-5d3b3d45a77d,no_churn,0.028853483,0,no_churn,-0.0205588166983488,-0.0045579101003022,-0.0068950580345426,-0.0324612080444876,0.0045701680664387,-0.111666116552597,-0.0430654999167381,-0.0543917120517107,Male,38,No,No,Employed,Suburban,Bachelor,1672725600
70,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6c010cc0-f8de-4c1b-bb4a-21f8e726349a,no_churn,0.087954685,0,no_churn,-0.194686893906865,-0.0038341033193773,-0.0569462148537059,-0.0498003512283048,-0.016627396438007,0.0491486383189658,-0.0072203316534887,0.0459405021553811,Male,66,No,Yes,Disabled,Suburban,Bachelor,1672725600
71,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,c6f8bbb5-903e-4690-8199-4969bbbbce69,no_churn,0.028941052,0,no_churn,-0.0920611027300219,-0.0027534967429528,0.0070997221733796,-0.0069433561990354,-0.0552933704755741,-0.183765655523384,0.0351016873476328,0.0295894187219528,Male,69,No,Yes,Employed,Urban,High School or Below,1672725600
67,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e4ae72b4-a2da-408e-b3be-61ba09a86203,no_churn,0.13180523,0,no_churn,-0.100248688165107,-0.0021711403617882,0.0362978269585073,-0.0045193828392621,0.0556675949794953,0.0703850076666367,-0.0284811916298394,-0.0246228435765624,Female,49,No,No,Employed,Suburban,Doctor,1672725600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4a63a686-b9b1-46c2-a67c-5ad05422a9f2,churn,0.6139216,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,31,No,Yes,Employed,Rural,High School or Below,1672725600
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,706d195f-64b6-4d86-b4dd-fbebaf7a6563,no_churn,0.20295858,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Male,49,Yes,No,Employed,Suburban,Doctor,1672725600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,55eaa436-3457-4daa-98d0-7807b251eaff,no_churn,0.29611257,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,53,No,No,Unemployed,Suburban,High School or Below,1672725600
29,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,c595c89d-1827-4c76-998a-b19083d19cd1,no_churn,0.084562585,0,no_churn,-0.0537160366281841,0.0460060658034944,0.0131413061627517,-0.0223823616136542,0.0285880089770034,-0.211426958728498,-0.0233115118665818,-0.0259246639466118,Male,43,No,Yes,Unemployed,Suburban,Bachelor,1672725600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5d9abd4-c07d-43b4-a981-5703be764e5b,churn,0.6139216,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,54,No,Yes,Employed,Suburban,College,1672725600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,347bfc46-7245-4a25-9d83-b549f8550902,no_churn,0.02452991,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,43,No,No,Employed,Suburban,High School or Below,1672725600
17,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5aacc0f8-81aa-42dc-90f3-371ea9708f64,no_churn,0.6574218,0,no_churn,0.172792204954849,-0.004214438959334,0.0521994640200409,0.0602854882294741,0.150935551631392,0.13847215623342,0.0789103633200102,0.0399264045906329,Female,30,No,No,Unemployed,Rural,College,1672725600
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,27d8a146-1805-4bbf-9794-2388d8eec046,no_churn,0.06992246,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,52,Yes,Yes,Employed,Suburban,High School or Below,1672725600
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,81c7f939-33c1-44a9-91a3-fa65759a531a,no_churn,0.24345896,0,no_churn,0.157524558774821,0.0665483926979141,0.0372286435608475,-0.0593348094456359,-0.0251455041677945,0.11258760075928,-0.0283062449934095,0.0046013782265345,Male,69,Yes,No,Employed,Rural,Bachelor,1672725600
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c6a6ce90-2e44-49e4-8144-1da660e2030f,no_churn,0.037502732,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Male,43,No,Yes,Unemployed,Urban,Master,1672725600
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,26e96e76-a371-44ee-8847-792550d2c7b4,no_churn,0.4234195,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Female,47,No,Yes,Employed,Rural,High School or Below,1672725600
5,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9a1b155c-8aa3-41e7-9dcf-640b84821c24,no_churn,0.2757896,0,no_churn,-0.0008930280751428,-0.02022480095231,-0.0909860778076654,-0.0605938178632459,-0.0607853160245394,0.0474945961207868,-0.0428133119030462,-0.0363782418887058,Female,32,No,Yes,Employed,Urban,Master,1672725600
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,07e6159e-b66e-4da1-bfc1-52cfcba905a5,no_churn,0.44115132,0,no_churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Male,31,No,No,Employed,Suburban,College,1672725600
21,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fd1a4b98-dd3d-41d7-8e83-dfe622d1020c,no_churn,0.06261157,0,no_churn,-0.0323722178659045,-0.0058971695454238,-0.0552956712989907,-0.129507530478732,0.0040895478041966,0.0620986589871336,-0.0210143846512437,-0.011127382207178,Female,51,No,No,Employed,Rural,Master,1672725600
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,99ab472f-2c49-4703-829c-568f7c560468,no_churn,0.121842764,0,no_churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Female,23,Yes,Yes,Unemployed,Suburban,Bachelor,1672725600
71,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,556e063e-9d9f-4d65-b327-2849d3e63932,no_churn,0.0024682153,0,no_churn,-0.130324613647967,-0.002316436724127,0.0305187918082583,0.0246188114802839,0.0533547684049199,0.0765734440267533,-0.0254075370021337,-0.0470433795993994,Male,35,No,No,Employed,Urban,College,1672725600
35,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,52c05f20-c706-4f1f-a88e-626e4356e0a8,no_churn,0.05702629,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,57,No,Yes,Employed,Rural,Master,1672725600
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,258bf6e0-ea7c-4e73-b033-b499548c865b,no_churn,0.4734983,0,no_churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Male,73,No,Yes,Unemployed,Suburban,Master,1672725600
53,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2871fc04-2244-4fdf-ab3a-55b3c6ac5889,no_churn,0.0666592,0,no_churn,-0.109768602657441,-0.0049690444353655,-0.0444528382149474,-0.0613720363100765,0.0213232100807181,0.0273517703066863,-0.0450312632913482,-0.0521073463268658,Female,28,Yes,No,Employed,Suburban,Bachelor,1672725600
65,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,0614669d-ed2c-485f-a7d0-0d369409ca8e,churn,0.33795592,1,churn,-0.191967272714255,5.31793739719433e-05,-0.0180204964510994,-0.0070054087783864,0.0262895057040987,0.0386858507922443,0.0495303343233717,0.0860748232440528,Male,80,No,Yes,Medical Leave,Suburban,High School or Below,1672725600
53,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4a3e3ae3-6a9d-466c-ad8c-e5a52e16bfd9,no_churn,0.0666592,0,no_churn,-0.109768602657441,-0.0049690444353655,-0.0444528382149474,-0.0613720363100765,0.0213232100807181,0.0273517703066863,-0.0450312632913482,-0.0521073463268658,Male,31,No,Yes,Unemployed,Suburban,College,1672725600
53,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,b52c7ea8-b861-4b0c-806d-15524bf1cef1,churn,0.46173412,1,churn,-0.18101304575001,-0.0026601073956771,-0.0102791735515529,-0.0219452555419729,-0.126896665630134,0.0438604879570812,0.0208169630251359,0.0390906451102364,Male,48,No,Yes,Employed,Suburban,College,1672725600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9d537fac-3d66-4235-a83c-5568c5648b44,churn,0.4973004,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,80,Yes,No,Unemployed,Rural,College,1672725600
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bf6930d6-ca70-48f8-83bb-c15da51881ac,no_churn,0.44115132,0,no_churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Female,75,Yes,No,Employed,Suburban,College,1672725600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7620b052-59a7-4804-a9f8-d3bcf6eca51b,no_churn,0.31971064,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,67,No,Yes,Employed,Suburban,Master,1672725600
24,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,7c19de0a-3f57-43fa-b6fa-3eb406fd3db7,no_churn,0.096304454,0,no_churn,-0.0946506509020037,-0.007837492007784,0.0319566242651489,-0.0762590019370691,-0.0660486940339069,0.0788877967246116,0.0741246155400767,0.0691339859433719,Male,52,No,No,Unemployed,Urban,College,1672725600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2778e0a4-1193-4eb4-904d-1105ecea0751,no_churn,0.5460142,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,59,No,Yes,Unemployed,Suburban,High School or Below,1672725600
37,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b1a8c6ab-695c-4d5f-b24e-aa88d6b53308,no_churn,0.07151723,0,no_churn,-0.105877531825645,0.0515409050784182,0.0080967552835136,-0.0857642589223724,-0.0683050780053054,0.0553840505044354,-0.0309656355955667,-0.0451353568340709,Male,35,No,Yes,Employed,Urban,College,1672725600
72,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,73369019-3097-4880-8a08-07cc2e8a7f19,churn,0.0141944214999999,0,no_churn,-0.14927915407834,-0.0024639256440605,0.0020646726551058,-0.0132132619993717,0.0190942965259455,-0.218137372339242,0.0409208080728967,0.0519877837349122,Male,30,Yes,No,Employed,Suburban,Doctor,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4b51be7e-a3e0-4aa8-9960-45419c382eb2,churn,0.87802345,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,33,No,No,Employed,Suburban,High School or Below,1672725600
23,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7454d9d5-1fff-4dea-8507-25d233e70f8e,no_churn,0.22946121,0,no_churn,-0.0551294706133194,-0.0165305450379082,0.0124664962880842,-0.107465932145833,-0.049716901749075,0.0405974243471609,-0.0226291267116175,-0.0306180942133778,Male,63,Yes,No,Unemployed,Suburban,Master,1672725600
23,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c609e12d-9536-499d-8752-1c33eba65b90,no_churn,0.016057601,0,no_churn,-0.110315494255174,0.0411598432730352,-0.0047464265125654,-0.0491596673552066,-0.117343508091208,0.0520327727278254,-0.0232635533080701,-0.0573901181173459,Female,50,No,Yes,Employed,Urban,Bachelor,1672725600
72,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,564ddf39-fdda-4cb3-8a08-2f204e9b5d01,no_churn,0.052583806,0,no_churn,-0.106528656667506,-0.0064861857471578,-0.0033785093147571,-0.0674052272647986,-0.0092977368140009,-0.0648617928915973,0.0182166465114551,0.0416262823180341,Male,70,No,Yes,Unemployed,Suburban,College,1672725600
24,Yes,Yes,Low Speed,In_Store_Support,One year,<80hrs,Active,fdeb6627-5fef-4596-bf8e-ab6a0f7ac128,no_churn,0.096304454,0,no_churn,-0.0714159553132412,-0.011306765718582,0.0066376534062146,-0.0453970252001272,-0.0353563413857591,-0.107833507966698,0.0317713081730835,0.0438744814537676,Female,39,No,No,Employed,Suburban,Master,1672725600
38,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,6aca5d1a-ae53-41c2-bd59-2cd615fb6148,no_churn,0.20422538,0,no_churn,-0.193366846675663,-0.0064861398478387,0.0413141919953795,-0.0046175535698421,0.0201412845452614,0.0638741278382076,0.0190679034375352,0.0110468839825807,Female,22,Yes,Yes,Employed,Rural,Master,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,900b792d-182f-4db2-92e0-c29a900b692a,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,30,No,No,Unemployed,Urban,College,1672725600
44,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3374c227-189f-486a-8456-090dad862bbe,no_churn,0.018782308,0,no_churn,-0.0943521058625174,-0.0084889492525371,-0.0023012807058557,-0.070147557002474,-0.0289408646091351,0.0385615229417999,-0.0294845761939359,-0.0488723404732991,Male,32,No,No,Employed,Suburban,College,1672725600
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,e29c5402-ba88-4bdf-b58d-ff2405018bfa,no_churn,0.24399856,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,76,No,Yes,Retired,Rural,Doctor,1672725600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e81d8ee7-d7e1-40d5-8c94-3cd41440ac14,churn,0.60286885,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,37,No,No,Unemployed,Urban,College,1672725600
10,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1c727ed7-55e0-48ac-875f-c673f17c8860,no_churn,0.21975121,0,no_churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Female,49,No,No,Medical Leave,Rural,Bachelor,1672725600
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,96547f54-a1d0-4f03-9d64-13f38927772a,churn,0.36652443,1,churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,56,No,No,Employed,Suburban,Master,1672725600
20,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,08463a0b-e6f5-4216-b4ed-4bce6272c4ea,no_churn,0.021111663,0,no_churn,-0.0324106747022779,-0.0050137769205866,-0.0371170270421862,-0.0298065215136921,-0.0015505829878293,-0.0851079010825833,-0.0398886964506982,-0.0381309729263648,Male,50,Yes,No,Employed,Suburban,Bachelor,1672725600
51,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ce52d842-1b28-4168-9acf-87179ca78a4b,churn,0.55935705,1,churn,-0.195308538047875,-0.0016253979848625,0.0296330161603327,-0.05290724788043,0.0173752073652212,0.0832992383969758,-0.0270883752344343,0.0675959451958988,Female,41,Yes,Yes,Medical Leave,Suburban,High School or Below,1672725600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,22e2a46b-282c-4029-a991-d9e1d6783518,churn,0.60286885,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,79,Yes,No,Medical Leave,Suburban,Bachelor,1672725600
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,c9f2869c-a849-4989-acfd-bccd4fa2a6f8,no_churn,0.0249419179999999,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Male,40,No,Yes,Employed,Urban,High School or Below,1672725600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f5da089b-4c5b-4015-9710-6f9bdf851ddf,no_churn,0.387835,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,49,No,No,Unemployed,Urban,College,1672725600
69,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,6d5d2132-5225-4857-9001-6fc16836ce25,no_churn,0.028652204,0,no_churn,-0.0666658614820335,-0.0051383155503572,0.0176902776206043,-0.0528256641715779,-0.149818874696866,0.0419596301125056,0.028402539200124,0.0423701176075519,Female,76,No,Yes,Disabled,Suburban,Master,1672725600
27,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b581aa7f-299f-431e-a879-18d6c1e7dfd7,no_churn,0.48846474,0,no_churn,-0.0664141234887483,-0.0041546096810088,-0.061019023745539,0.102771746779799,0.0515606965848383,0.0806748500564026,-0.0433751991640565,-0.0167003512137489,Male,35,Yes,Yes,Employed,Rural,Bachelor,1672725600
50,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,682e2a60-26c0-4a9d-a961-f340175c932f,no_churn,0.24826975,0,no_churn,-0.149061975100394,-0.0017417999544522,0.0051337625748419,0.0189020045803408,0.0407274177853287,-0.147081722674729,0.0429941957857226,0.0544353014850457,Female,77,No,Yes,Unemployed,Rural,High School or Below,1672725600
28,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7b85173d-a6e0-4540-8eff-88a2b419951e,no_churn,0.035215575,0,no_churn,-0.0975016751937073,0.0446144781766815,0.0228894345769185,-0.0641507699260364,-0.0995367934280511,0.0618011485914939,-0.0157789517983383,-0.0213630212443149,Male,55,No,No,Unemployed,Suburban,College,1672725600
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,f3f15926-79cf-43b5-b40b-38d1d1812708,no_churn,0.027795145,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Female,53,No,Yes,Employed,Suburban,High School or Below,1672725600
38,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,739e79c0-e6de-4178-900c-2c88f46f16c6,no_churn,0.021294074,0,no_churn,-0.0100346762074241,-0.0072093150188084,-0.0109853415997713,-0.089292175322389,-0.0399834535634454,-0.0711652844223954,-0.0114889635381132,-0.0288669429745095,Female,32,No,No,Employed,Suburban,College,1672725600
19,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94af5958-bd15-4682-ac1e-cb990bb4cf75,no_churn,0.18296973,0,no_churn,-0.0130604655175102,-0.0062774152105293,-0.102139120344659,-0.0123404341759214,-0.0524522137473604,0.0297477429445098,-0.026699012815643,-0.0283052303792737,Male,77,No,Yes,Unemployed,Suburban,College,1672725600
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b40a6c1e-f314-4cdf-bb75-974700da289d,no_churn,0.07422936,0,no_churn,0.0308817124484221,-0.0013311724939558,0.0439496668535503,0.134151392447911,0.0431173265798315,0.126719758485374,-0.0096599392734606,-0.0171574386411248,Male,76,No,No,Unemployed,Rural,Bachelor,1672725600
3,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,84521e40-a757-46c6-80a2-75bfdbef7e41,no_churn,0.6228664,0,no_churn,0.245211355144356,-0.003322817795597,-0.0370596961964656,0.126144841373025,0.0091002984539591,0.112943029611088,-0.0231742310292793,-0.0250392535069113,Male,51,Yes,Yes,Employed,Suburban,Master,1672725600
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fb6850d5-04a5-41ec-bf89-1bb5a206ce01,no_churn,0.4089529,0,no_churn,-0.0615862703291577,-0.0156671283161813,-0.0493155011119233,-0.0805965121004874,0.0394856928607987,0.0681298947992672,-0.0565321203036637,-0.0736955408401172,Male,61,No,Yes,Employed,Suburban,Bachelor,1672725600
20,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8006a176-290b-4d0b-b114-db0d067e0f13,no_churn,0.021111663,0,no_churn,-0.0768321443469449,-0.0061500615389377,-0.0338184803820786,-0.0657643370983078,-0.0024462181011494,0.0433240992699484,-0.0620692724126729,-0.0652697374775198,Female,25,Yes,No,Employed,Suburban,College,1672725600
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,053c8d68-7920-4136-b596-6b82d56b0862,no_churn,0.4734983,0,no_churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Female,79,No,Yes,Employed,Suburban,College,1672725600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,460c012b-194c-4548-87c3-e65cfb563f50,no_churn,0.011955296,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,43,Yes,No,Employed,Urban,Bachelor,1672725600
23,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8b939e0e-df09-4e9f-a97e-f2b5617f32bc,no_churn,0.04983984,0,no_churn,-0.126047690846217,-0.0155639825235994,-0.104089174003375,-0.0237963965161816,0.0159272381959726,0.0372071352586772,-0.0238626149389074,-0.0288006651782416,Male,48,No,Yes,Employed,Suburban,College,1672725600
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,3dde1280-a054-43f6-b078-d2957f878912,no_churn,0.011955296,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Female,30,No,Yes,Unemployed,Suburban,Bachelor,1672725600
21,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b5ef65c5-8d3b-4234-bb27-1e985a0898d2,no_churn,0.01677107,0,no_churn,0.180969835718452,0.0045277999000245,0.0591562710140533,0.0899479766443437,0.135655653222238,0.124149658225051,-0.005296724120335,0.0209467171124561,Male,26,Yes,No,Employed,Suburban,Bachelor,1672725600
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bd1bf190-d752-4a35-9ec1-18a6ba58002f,no_churn,0.06992246,0,no_churn,-0.125239790800788,-0.0043518286213475,-0.0561790375113196,0.0778470458885931,0.0284711683013301,0.0648718526218908,-0.037299177813602,-0.0246269720047348,Female,34,Yes,Yes,Employed,Suburban,College,1672725600
22,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,00acd075-5580-4483-9273-4478add67994,no_churn,0.07079592,0,no_churn,0.0042131222811076,-0.0062960371988992,-0.0226857665198349,-0.013779824423309,-0.0150261988772399,-0.163240059365244,-0.0250412842143305,-0.0271701009134722,Female,71,No,Yes,Employed,Rural,College,1672725600
62,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Active,ac17fa81-2a17-4907-b2a3-790fe91ec381,no_churn,0.052418433,0,no_churn,-0.135421726316745,-0.0024576740525299,-0.0101211343739487,-0.0089459533951776,0.0390976243093973,-0.196628199525958,0.0247793327816089,0.0406715772746974,Female,61,No,Yes,Disabled,Suburban,Bachelor,1672725600
4,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7838a633-b9e2-47c0-9715-ed417ac962c5,no_churn,0.44115132,0,no_churn,0.0277943568661339,-0.0119641916445652,-0.0166355171821487,-0.148776797985456,-0.0941106245125593,0.0582591949412381,-0.0440038652040311,-0.0395887070735625,Female,48,Yes,No,Employed,Suburban,College,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3e47701-a219-426d-b4ee-0ebac6817fe7,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,72,Yes,No,Disabled,Urban,College,1672725600
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,00343db5-ebae-46c1-9cdf-42b0d38200a8,no_churn,0.662663,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,58,No,Yes,Unemployed,Suburban,Doctor,1672725600
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b6fa1dfc-0aae-4f67-991b-0d5d8fea4d80,churn,0.41542354,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Female,79,No,No,Disabled,Suburban,Bachelor,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e2d8ceed-6962-48d6-9e49-4fb735fe6154,churn,0.83816695,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,20,No,No,Unemployed,Urban,High School or Below,1672725600
43,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,b68641c8-8ec7-46a6-adcb-3e070d07add4,churn,0.41252434,1,churn,0.0740733146649563,-0.0042263185560113,0.06570114679801,0.175389525237461,0.056970303647995,0.146036382513703,0.117267847382145,0.0997616591776932,Female,73,Yes,Yes,Employed,Suburban,Bachelor,1672725600
28,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,524416fe-cf32-487d-84e2-fb282394d8e2,no_churn,0.035215575,0,no_churn,-0.0975016751937073,0.0446144781766815,0.0228894345769185,-0.0641507699260364,-0.0995367934280511,0.0618011485914939,-0.0157789517983383,-0.0213630212443149,Female,38,No,No,Unemployed,Suburban,Bachelor,1672725600
45,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,adc97feb-270d-4887-be0e-7b6df24bc4ed,no_churn,0.24223848,0,no_churn,-0.211793534805574,-0.0028503115139392,-0.0027379261561236,-0.161126272234678,0.0463485981820485,-0.0024761532688535,0.0609731031528917,0.0446363419016415,Female,64,Yes,No,Unemployed,Suburban,Bachelor,1672725600
63,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,01ad85de-6626-4843-b2bc-38f1a5853d7f,no_churn,0.005727123,0,no_churn,-0.0552523169705273,-0.0015651897377392,-0.0096528276431126,0.0022859149450596,-0.0318935834759213,0.0569238381023842,-0.0366239488611972,-0.0432480382245739,Male,52,No,No,Employed,Suburban,College,1672725600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f8d44d8-1294-4f9b-bd61-200f6e900e50,no_churn,0.40280327,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,52,Yes,No,Employed,Suburban,Bachelor,1672725600
38,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,d4ac787c-c73b-4f38-80a1-fb922b5a3304,no_churn,0.021294074,0,no_churn,-0.0100346762074241,-0.0072093150188084,-0.0109853415997713,-0.089292175322389,-0.0399834535634454,-0.0711652844223954,-0.0114889635381132,-0.0288669429745095,Female,64,No,No,Employed,Suburban,Bachelor,1672725600
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,4358ffc9-44d8-42ba-8295-e65727c6763e,no_churn,0.4734983,0,no_churn,-0.0886403754604452,-0.002133855205393,0.0695969847662945,-0.0223162954561121,0.0671296249133047,0.0919001163448592,0.0489066899550562,0.0945913612424647,Female,76,No,Yes,Unemployed,Suburban,High School or Below,1672725600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fd0839c2-897c-45d8-823f-248585315a71,no_churn,0.009944659,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Female,62,No,Yes,Employed,Suburban,Bachelor,1672725600
46,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,1efa82db-51bb-46bb-95d2-699edd500992,no_churn,0.09070921,0,no_churn,-0.0925408792221787,-0.0061752857657847,-0.0033827607646708,-0.0176841504365074,0.0185076781811767,-0.116146013507732,-0.0038500423047662,0.0555786372559305,Female,71,Yes,No,Employed,Urban,College,1672725600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,740e2838-d883-4e60-9054-508a18e558a3,no_churn,0.6574218,0,no_churn,0.0745353631725993,-0.0045007626715596,0.110633630758703,0.0081765183559946,0.0627048813889996,0.0832088715869122,0.0438775497695496,0.0337544727467684,Male,45,Yes,No,Employed,Suburban,Bachelor,1672725600
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c7483ace-125d-4670-86cb-3858294e93fb,no_churn,0.121842764,0,no_churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Male,32,No,No,Employed,Suburban,Bachelor,1672725600
67,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,fabc4cf4-2824-4d07-991b-2cc1cd99161e,churn,0.0119189639999999,0,no_churn,-0.108018290729724,-0.0015887917057261,-0.0289026293595998,0.0085735573941201,0.0176859574246918,-0.174273552889827,0.0317121939397657,0.0557854052446236,Female,49,Yes,No,Employed,Suburban,Bachelor,1672725600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9b43b14e-aa1c-471a-a890-9f437b60f60c,no_churn,0.03236928,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,80,No,No,Disabled,Urban,Doctor,1672725600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b743bbe6-b0b1-4890-a9c7-db97d491031b,no_churn,0.32510954,0,no_churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,33,Yes,Yes,Employed,Suburban,High School or Below,1672725600
69,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d3c5f493-7b91-4ea5-b0fe-b405249f6486,no_churn,0.010701317,0,no_churn,-0.0246259542269672,-0.0008790457861141,0.0140374453174263,-0.0067169391354764,0.0226383977216573,0.067617048809634,-0.0075660500587764,-0.0135310550112262,Female,54,No,Yes,Employed,Suburban,Bachelor,1672725600
10,Yes,Yes,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,4ec2c238-9a72-4280-96ec-315a4eb06d9d,no_churn,0.09119308,0,no_churn,-0.0211251994918029,-0.0082636275701679,0.0015672607362239,-0.0509415740050599,-0.0104087748090796,-0.082563278776156,-0.0375903714601736,-0.0397005872899853,Female,36,No,No,Employed,Suburban,High School or Below,1672725600
44,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,02ecdd44-995e-40c2-912a-fa5bac8261f0,no_churn,0.22803421,0,no_churn,-0.21790306037763,-0.0051135269100268,-0.0726777462827885,0.0335458000408561,0.0026359465965106,0.0343075710786797,-0.019418073874749,-0.0244030600825317,Male,58,No,Yes,Unemployed,Rural,Bachelor,1672725600
68,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,e5906b3e-93da-4cfe-af25-c46569ecd03f,no_churn,0.1285568,0,no_churn,0.0327340172413642,0.0022643822761165,0.0486869494128404,0.074208357262396,-0.0332971126491611,-0.142426135604983,0.0773399260540463,0.0764634705327989,Male,49,No,Yes,Employed,Urban,High School or Below,1672725600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cd8c3690-21f6-472b-b0e4-7a255aebf874,no_churn,0.54019386,0,no_churn,0.156586454180469,-0.0025242836970392,0.113279976769554,0.0152575843747763,0.0642152770327538,0.138337302623358,0.0940616684076849,0.0183789272238027,Female,70,Yes,Yes,Unemployed,Suburban,Bachelor,1672725600
28,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d64ff820-5331-4ea1-95da-76ac4dbd90c1,no_churn,0.0210413279999999,0,no_churn,-0.0998107137029637,-0.006059582935195,0.0062883439171673,-0.083637562115955,0.0220815566149212,0.045634984741473,-0.0671959909396446,-0.0863271897965478,Female,69,Yes,No,Employed,Suburban,Bachelor,1672725600
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0908e6fd-7308-452b-9ab0-8142f7c9afb8,no_churn,0.106636025,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Male,57,No,Yes,Employed,Suburban,College,1672725600
12,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,852625d9-f25a-48f2-b7fa-881e21e56266,no_churn,0.02452991,0,no_churn,-0.0064448839066426,-0.0043800931986697,-0.0262555997459094,-0.0197310999005458,0.0016087877224163,-0.1482773006977,-0.0306758405507935,-0.0348701226331468,Female,37,Yes,Yes,Employed,Suburban,College,1672725600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,987c3def-17e8-4821-92e8-5b98416aecae,no_churn,0.009944659,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,63,No,No,Employed,Rural,High School or Below,1672725600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e09b4100-590b-4612-b066-d124d91e64ff,no_churn,0.22659655,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,61,No,No,Employed,Urban,Bachelor,1672725600
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dcb55387-23e0-42dd-a630-228cce5bef3d,churn,0.60286885,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,31,No,No,Medical Leave,Urban,High School or Below,1672725600
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6cfc0c54-b7d9-4b5d-a7ae-17abde77cb7a,no_churn,0.2831284,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,69,No,No,Employed,Suburban,Master,1672725600
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,e9257eed-8eaa-429e-b254-763d930252c2,no_churn,0.21931852,0,no_churn,0.0937419156504256,0.0015386971950647,-0.0364447332921872,0.0030332447389855,-0.076443307904201,0.114344973562879,0.129538163008883,0.071664900118385,Female,73,Yes,No,Unemployed,Rural,College,1672725600
23,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,75a35cc7-30fa-4e09-a7c9-7ab5cf895a49,no_churn,0.33631253,0,no_churn,-0.149362482256702,0.0308689778508687,-0.0455326650247116,-0.0574691727716981,-0.0066547097551847,0.0310041859231569,0.0334399311474771,0.0546797819711173,Female,75,Yes,No,Employed,Suburban,Bachelor,1672725600
38,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,d8012028-4534-45a5-9cb1-639c9c249c51,churn,0.14003707,1,churn,-0.0261307374281159,-0.0027897493680484,0.0049237348975111,-0.0379061764881407,0.0158418368889988,-0.0754571612404288,-0.10469840765023,0.007190508949186,Male,59,Yes,Yes,Employed,Rural,College,1672725600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e8a684eb-c2ad-4034-a5ff-cd5627b73635,no_churn,0.6574218,0,no_churn,0.0745353631725993,-0.0045007626715596,0.110633630758703,0.0081765183559946,0.0627048813889996,0.0832088715869122,0.0438775497695496,0.0337544727467684,Female,59,Yes,No,Employed,Suburban,High School or Below,1672725600
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,6ff611d3-35d2-471b-b85f-74d7a71bc1d1,no_churn,0.42465165,0,no_churn,-0.0036117153660688,-0.0054640265187481,-0.101965888760542,-0.0486623633968884,0.0489805790065292,0.0931339254429622,0.0539984773270043,0.0238981962996604,Male,50,Yes,No,Unemployed,Suburban,College,1672725600
46,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,7ccca2dd-9705-455d-b976-64b04c6975cb,no_churn,0.112551704,0,no_churn,-0.19350371786597,-0.0077626395570041,-0.0051451914498102,0.055615248614431,-0.0190445283750705,0.0460772089521015,-0.0062174557969046,0.0459549250587042,Male,40,Yes,Yes,Employed,Urban,College,1672725600
25,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,5e38d871-5bbc-4653-8ff3-4cfe5e32ddc9,no_churn,0.09806115,0,no_churn,-0.143309056570923,0.0249344487624614,-0.0077728980116455,-0.0335353752415983,-0.116267998908864,0.0779925313104308,-0.0119460109393423,0.0408782071554287,Male,27,Yes,Yes,Unemployed,Urban,High School or Below,1672725600
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0cf73598-e111-407f-8407-548261c73839,no_churn,0.0275589079999999,0,no_churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Male,38,No,No,Employed,Suburban,High School or Below,1672725600
17,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,c1bc41e3-b82e-493f-9872-195d1fd97c2e,no_churn,0.6574218,0,no_churn,0.172792204954849,-0.004214438959334,0.0521994640200409,0.0602854882294741,0.150935551631392,0.13847215623342,0.0789103633200102,0.0399264045906329,Female,73,No,Yes,Employed,Suburban,College,1672725600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b51edd7d-0042-4811-9da2-69f0c3aba0db,no_churn,0.1686578,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Female,46,No,Yes,Employed,Suburban,Bachelor,1672725600
23,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f3d76528-d40f-47a1-84f7-72a9f18c0902,no_churn,0.22946121,0,no_churn,-0.0551294706133194,-0.0165305450379082,0.0124664962880842,-0.107465932145833,-0.049716901749075,0.0405974243471609,-0.0226291267116175,-0.0306180942133778,Male,55,No,Yes,Unemployed,Suburban,College,1672725600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,693a11f7-0881-4abc-b7ad-124ecb455083,churn,0.7597531,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,73,No,No,Employed,Suburban,Bachelor,1672725600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8a96bf4d-10e7-4453-ac5b-e7c8500929cd,no_churn,0.54019386,0,no_churn,0.156586454180469,-0.0025242836970392,0.113279976769554,0.0152575843747763,0.0642152770327538,0.138337302623358,0.0940616684076849,0.0183789272238027,Female,21,Yes,Yes,Employed,Suburban,College,1672725600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e1bb59a8-1bb5-413f-af16-d1a75ca4a1bb,churn,0.4973004,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,36,Yes,Yes,Employed,Suburban,Master,1672725600
38,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,76713406-28bf-4d1d-b96e-54511fd3c7ee,churn,0.14003707,1,churn,-0.0261307374281159,-0.0027897493680484,0.0049237348975111,-0.0379061764881407,0.0158418368889988,-0.0754571612404288,-0.10469840765023,0.007190508949186,Male,43,No,No,Unemployed,Rural,Bachelor,1672725600
45,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,4f09435c-95e2-47d8-93d7-9230b792648c,no_churn,0.0069150444999999,0,no_churn,-0.0682463725752677,-0.0043149774363337,0.0018953606293143,-0.0363057185140314,-0.0262055326439258,-0.102338972015041,-0.0156698911724561,-0.0178400484010853,Female,22,No,Yes,Employed,Suburban,High School or Below,1672725600
70,Yes,No,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,63492c2f-c34f-4a11-8ce5-c7eb6eb1efd8,no_churn,0.087954685,0,no_churn,-0.131010081075028,-0.0022422382000058,-0.0301356414279416,0.000731480684908,-0.0043344455594842,-0.131928280749498,0.0053033355765273,0.0312563848801892,Female,21,No,Yes,Unemployed,Suburban,Bachelor,1672725600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,10bc1f90-0f92-41be-9125-e3e74e79c0f3,no_churn,0.02452991,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,55,No,Yes,Disabled,Suburban,Master,1672725600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b630657f-2184-4c38-8e7b-910f21db8099,no_churn,0.40280327,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,63,No,Yes,Retired,Suburban,High School or Below,1672725600
25,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,f86a19be-e506-4163-abf6-09c34627d759,churn,0.06653047,1,churn,-0.04727107632365,-0.00313551644178,-0.0158256856321168,-0.0391008874672661,0.0111334025895848,-0.0739013433671607,-0.0359254893950128,-0.0649995560977186,Female,60,Yes,Yes,Employed,Rural,Bachelor,1672725600
26,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,49389827-5182-4d6b-b36e-96c5146cb1b0,no_churn,0.12921382,0,no_churn,-0.100311018389257,-0.0091153088739702,-0.0356544769259653,0.001839414372298,-0.11621172736277,0.0607650242450472,0.0637329848784247,0.0499289583242534,Female,53,No,No,Employed,Suburban,Bachelor,1672725600
70,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,9e3ad03d-9ac1-4f71-aad7-3a109f54d588,no_churn,0.087954685,0,no_churn,-0.194686893906865,-0.0038341033193773,-0.0569462148537059,-0.0498003512283048,-0.016627396438007,0.0491486383189658,-0.0072203316534887,0.0459405021553811,Male,44,No,No,Employed,Suburban,Bachelor,1672725600
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,31287da0-c5d5-4113-be0f-edd7b538c4ea,no_churn,0.5518227,0,no_churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Female,80,No,No,Retired,Rural,College,1672725600
21,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,1a91d28c-e004-4f58-8903-3dc3607c3201,no_churn,0.01677107,0,no_churn,0.0105521845548992,-0.0026522912910149,-0.0159985288653388,-0.0036343592306184,-0.0008286514609881,-0.228626342232692,-0.0144078430476838,-0.0134303201006241,Female,74,No,Yes,Unemployed,Rural,Bachelor,1672725600
23,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,85c9102b-a614-4d08-a11d-2bad426a143d,no_churn,0.22946121,0,no_churn,-0.0551294706133194,-0.0165305450379082,0.0124664962880842,-0.107465932145833,-0.049716901749075,0.0405974243471609,-0.0226291267116175,-0.0306180942133778,Female,27,No,No,Employed,Urban,College,1672725600
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4c759cb0-4ff0-4dcd-9635-d00ed0a368ad,no_churn,0.2831284,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,22,No,No,Disabled,Urban,Bachelor,1672725600
20,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,b2fa53d5-4173-4b41-bb76-200dba771380,no_churn,0.021111663,0,no_churn,-0.0324106747022779,-0.0050137769205866,-0.0371170270421862,-0.0298065215136921,-0.0015505829878293,-0.0851079010825833,-0.0398886964506982,-0.0381309729263648,Female,34,No,Yes,Employed,Rural,Bachelor,1672725600
26,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,2486b92e-449e-4ae9-a2ba-60e26ebb8236,no_churn,0.12921382,0,no_churn,-0.100311018389257,-0.0091153088739702,-0.0356544769259653,0.001839414372298,-0.11621172736277,0.0607650242450472,0.0637329848784247,0.0499289583242534,Male,60,Yes,No,Employed,Suburban,Bachelor,1672725600
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,460f0a30-6036-49f0-9ef7-99a2470cb210,no_churn,0.29549828,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,43,No,No,Employed,Urban,High School or Below,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,465bafd6-4e21-405c-80f2-7c5d29b571e4,no_churn,0.5301736,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,38,No,No,Employed,Suburban,High School or Below,1672725600
65,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bbff2229-fc19-4843-92e5-1f0753b2547d,no_churn,0.0073769907,0,no_churn,-0.0829817415737943,-0.0045117706617156,-0.0513401819922864,-0.0487026044609956,-0.040083628497282,0.0343709751215283,-0.0215231188897996,-0.0542540808929516,Male,41,No,No,Retired,Rural,College,1672725600
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eef743b1-8ca2-4539-a0fd-867696bc6fdc,no_churn,0.43351337,0,no_churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Female,38,Yes,Yes,Medical Leave,Suburban,College,1672725600
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,01879e92-5c59-4ee2-b3bc-034a08dc76f2,churn,0.44374657,1,churn,-0.163350823332457,-0.0020194721705229,0.0148007488095299,0.0224722994040439,0.0162800409889678,-0.134598045195862,-0.0567570377286119,0.0466461381468525,Male,33,Yes,No,Employed,Suburban,Bachelor,1672725600
69,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3cffaab-da3a-43f6-8bf4-d3ad720cf93f,no_churn,0.009420129,0,no_churn,-0.075761258430266,-0.0037192669398245,-0.0226646902775246,-0.0346571710500029,-0.008282523997168,0.0500806365560856,-0.0382854592593321,-0.055736417933349,Male,34,No,No,Disabled,Suburban,College,1672725600
55,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e528259d-7bda-4c55-8187-881b361bd839,churn,0.044972237,1,churn,-0.117260077930368,-0.0074364497143687,-0.0303981856879363,-0.0129026516727481,-0.0504738885283495,0.0041276378414022,-0.0325044753667589,-0.0221780611088615,Male,36,No,Yes,Employed,Urban,High School or Below,1672725600
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,1343adfd-d7fc-49f8-818b-88d3f500e83f,no_churn,0.025328526,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Female,22,Yes,Yes,Employed,Rural,High School or Below,1672725600
59,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,9fc0e5bb-cc14-4521-ac30-17c36bae9996,no_churn,0.0119176664999999,0,no_churn,-0.0578189737839329,-0.0040971677219022,0.0029319865858815,-0.0289047966160796,-0.0321508464348517,-0.121517392153855,-0.0156044797375216,-0.011864483397494,Male,56,No,Yes,Employed,Suburban,High School or Below,1672725600
28,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,10e9d356-2f78-42fc-b95e-91ca0204ed56,no_churn,0.0210413279999999,0,no_churn,-0.0691946613480195,-0.0035595039286727,-0.0017829853345347,-0.0428844365409395,0.0091169083940667,-0.0768864427676044,-0.0409704990407954,-0.0428645314204823,Male,22,No,Yes,Employed,Suburban,College,1672725600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0e10add6-7e2d-4f96-acea-69a2fa7c1202,no_churn,0.34058458,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,36,Yes,No,Employed,Suburban,Bachelor,1672725600
17,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5d29eeb5-e92c-4703-8889-dc1d4a407f89,no_churn,0.1000006,0,no_churn,0.13954665951449,0.0011702561387755,0.0445671431301161,-0.0848471675975815,0.0260573769709662,0.101303786038779,-0.0183878396112049,0.0016985631325223,Male,57,No,No,Unemployed,Suburban,College,1672725600
34,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,1a017713-a5b7-4875-90fa-d4da22184de6,no_churn,0.103955805,0,no_churn,-0.0807824282774163,-0.007018222093684,-0.0430930337351583,-0.0236674816731101,-0.0524701189351071,0.0674781598992012,0.0622858469686252,0.0315744619086945,Female,33,No,Yes,Medical Leave,Suburban,College,1672725600
17,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1e24629c-f74a-41ec-8849-490abf5c5941,no_churn,0.32938272,0,no_churn,0.0344681612534895,-0.103572956703338,-0.0305035452864649,-0.0091562526757843,-0.0839200801840434,0.0760685703211765,-0.0361947840270386,-0.0512152638324005,Female,80,No,No,Employed,Suburban,College,1672725600
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b12856e9-c4c3-46f8-bf7f-fbcbfcac2d03,no_churn,0.2831284,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,39,No,No,Unemployed,Urban,Bachelor,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,250d43b8-b891-42cc-bea5-c17b216d5bb1,no_churn,0.38457993,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,37,No,No,Employed,Urban,High School or Below,1672725600
28,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,d4a0238c-738e-4709-9fc5-b7f2dc382ecc,no_churn,0.037502732,0,no_churn,-0.0617343560780682,-0.0073996049491688,-0.0148171785673912,-0.0273426694799309,0.0090584770396526,-0.0801461474670213,-0.0443229328021698,-0.042321740741936,Female,44,Yes,Yes,Employed,Urban,College,1672725600
17,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3bee48c1-563b-412c-ab40-efe99400fee6,no_churn,0.1000006,0,no_churn,0.13954665951449,0.0011702561387755,0.0445671431301161,-0.0848471675975815,0.0260573769709662,0.101303786038779,-0.0183878396112049,0.0016985631325223,Female,29,No,No,Employed,Suburban,Bachelor,1672725600
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cb88433e-89a4-4d07-9d23-7c523d2bd653,no_churn,0.6574218,0,no_churn,0.0745353631725993,-0.0045007626715596,0.110633630758703,0.0081765183559946,0.0627048813889996,0.0832088715869122,0.0438775497695496,0.0337544727467684,Female,61,No,Yes,Employed,Suburban,Bachelor,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5a0c8ee-1b91-431c-96b7-b7a51ac3c4c9,churn,0.8192347,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,41,No,No,Employed,Suburban,College,1672725600
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a903e64a-a942-4aac-bbf8-a4885b8da77e,no_churn,0.049669754,0,no_churn,-0.0922121903504285,-0.0058160800093901,0.009917119392976,-0.0121141608069592,-0.132585653503875,0.0352037582874891,-0.021754560917434,-0.0163310506918242,Male,65,No,Yes,Employed,Suburban,Bachelor,1672725600
26,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7ba2e6ff-314d-4eb5-9ca2-7b0738b4e087,no_churn,0.018855056,0,no_churn,-0.127392150956448,-0.0147013290959148,-0.0395387643229332,-0.0298227755744846,-0.0447171784758029,0.0352120298787758,-0.0236421213572612,-0.0244238617365226,Male,38,No,Yes,Unemployed,Urban,High School or Below,1672725600
37,No,No phone service,Low Speed,In_Store_Support,Two year,0hrs,Disabled,e0180337-1222-4f06-a417-9d1a5c2d4ea8,no_churn,0.07151723,0,no_churn,-0.0614318087443825,0.0223116834129359,0.0023970369580456,-0.035341931735511,-0.0389602925258532,-0.127229086272127,-0.0134913249363125,-0.0172804288427323,Male,26,Yes,Yes,Employed,Suburban,College,1672725600
17,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,44a578ce-3842-460c-8c1b-153293cc0191,no_churn,0.32938272,0,no_churn,0.0344681612534895,-0.103572956703338,-0.0305035452864649,-0.0091562526757843,-0.0839200801840434,0.0760685703211765,-0.0361947840270386,-0.0512152638324005,Female,29,Yes,Yes,Employed,Suburban,High School or Below,1672725600
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8822421b-6b44-47cb-ae88-c5e050acbe80,no_churn,0.109623365,0,no_churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Male,58,No,No,Employed,Suburban,College,1672725600
67,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,3e63e182-9e6a-4162-be7d-8f94b2275453,no_churn,0.00594837,0,no_churn,-0.0497155932256282,-0.0029672907540043,0.0010117308303961,-0.0416158434452518,0.0026247659809632,-0.129257449355969,-0.0246216720260781,-0.0244848001821992,Female,75,No,No,Employed,Suburban,Bachelor,1672725600
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,36ce28fa-9782-4018-9a4a-575b246d407f,no_churn,0.38374004,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,22,No,No,Employed,Suburban,High School or Below,1672725600
6,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,35483ca9-46bb-42b1-8110-a14d8f300350,no_churn,0.028853483,0,no_churn,-0.0769061457395446,-0.007379721413672,-0.0483880088525984,-0.0695142730999668,0.0205040738674142,0.0670158730577577,-0.0616341861253022,-0.0377237616383354,Female,79,No,No,Employed,Urban,College,1672725600
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1b4bc4db-d318-4721-afe6-d17fcf4fcd1f,churn,0.5748593,1,churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,67,No,Yes,Disabled,Urban,College,1672725600
23,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,661c6684-5304-41bf-96ac-74250ffba922,no_churn,0.22946121,0,no_churn,-0.0551294706133194,-0.0165305450379082,0.0124664962880842,-0.107465932145833,-0.049716901749075,0.0405974243471609,-0.0226291267116175,-0.0306180942133778,Female,35,No,Yes,Employed,Rural,High School or Below,1672725600
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,1a3f6efd-4b7f-4ad0-9b69-89af9eea4052,no_churn,0.21931852,0,no_churn,0.0937419156504256,0.0015386971950647,-0.0364447332921872,0.0030332447389855,-0.076443307904201,0.114344973562879,0.129538163008883,0.071664900118385,Female,53,Yes,No,Unemployed,Suburban,Bachelor,1672725600
70,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,07ad84e7-fd74-45b1-8f41-4b6f62238912,no_churn,0.087954685,0,no_churn,-0.194686893906865,-0.0038341033193773,-0.0569462148537059,-0.0498003512283048,-0.016627396438007,0.0491486383189658,-0.0072203316534887,0.0459405021553811,Male,60,No,No,Employed,Suburban,High School or Below,1672725600
69,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6ed2b7cb-6ee2-4db0-a181-3fdb035a6617,no_churn,0.010701317,0,no_churn,-0.0246259542269672,-0.0008790457861141,0.0140374453174263,-0.0067169391354764,0.0226383977216573,0.067617048809634,-0.0075660500587764,-0.0135310550112262,Female,31,No,No,Employed,Urban,Bachelor,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,adec2cff-7781-4271-9e4f-f4d106f02301,no_churn,0.5301736,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,21,No,Yes,Employed,Suburban,College,1672725600
12,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,22b4df4d-bc05-4873-bdec-2b5b72210c22,no_churn,0.024981597,0,no_churn,0.0601402581300499,-0.0008836596675246,-0.0352289865954844,-0.0028658016424742,-0.0028069718903952,-0.109584911573793,-0.0297974782398159,-0.039228756625489,Female,34,Yes,Yes,Employed,Suburban,Bachelor,1672725600
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7547bec8-e78e-4127-ac6d-fd7ee3969a9d,no_churn,0.37865856,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,20,No,No,Unemployed,Suburban,High School or Below,1672725600
38,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bbba3a6d-6628-4eb1-a276-0e2abba54520,no_churn,0.021294074,0,no_churn,-0.0647761037213422,-0.019460081985344,-0.062414487404776,-0.0888852190532816,-0.0484314229822212,0.046946759538323,-0.0145093514816107,-0.0174962421243435,Female,40,No,Yes,Employed,Suburban,High School or Below,1672725600
20,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6966e6c6-e651-404e-b969-85e343add3b8,no_churn,0.021111663,0,no_churn,-0.0768321443469449,-0.0061500615389377,-0.0338184803820786,-0.0657643370983078,-0.0024462181011494,0.0433240992699484,-0.0620692724126729,-0.0652697374775198,Female,35,No,No,Employed,Rural,High School or Below,1672725600
62,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Active,50907a63-116b-47fa-961b-e6f494970eab,no_churn,0.052418433,0,no_churn,-0.135421726316745,-0.0024576740525299,-0.0101211343739487,-0.0089459533951776,0.0390976243093973,-0.196628199525958,0.0247793327816089,0.0406715772746974,Male,80,No,Yes,Unemployed,Rural,Bachelor,1672725600
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4a937b22-186d-49b4-85d5-d8ad93c7a528,no_churn,0.3458254,0,no_churn,-0.186631058046924,-0.00508314541461,0.0442724641011682,-0.0405815170101686,-0.0222387186769901,0.0783850869780235,-0.0304243919298005,0.0574417958827143,Female,51,No,No,Employed,Suburban,High School or Below,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dfdbed6f-edd7-4e5f-811f-54d0543acc27,no_churn,0.38457993,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,52,No,Yes,Employed,Suburban,Bachelor,1672725600
36,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,da924287-39a8-40d2-837d-d5ebb487dac5,no_churn,0.063316114,0,no_churn,-0.108181440256521,-0.0172493796907656,-0.0785359058552512,-0.08597675881766,0.0208557408486649,0.0406515375225626,-0.017732640475906,-0.0228573031286396,Female,53,No,Yes,Employed,Rural,College,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3c5c8634-4794-48fd-95f9-4292729018d8,churn,0.5232862,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,57,Yes,No,Medical Leave,Suburban,College,1672725600
67,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3a18e7af-2116-4174-98b7-b0243dc1a8fe,no_churn,0.13180523,0,no_churn,-0.100248688165107,-0.0021711403617882,0.0362978269585073,-0.0045193828392621,0.0556675949794953,0.0703850076666367,-0.0284811916298394,-0.0246228435765624,Female,36,No,Yes,Employed,Suburban,High School or Below,1672725600
33,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,34f08253-ae87-488e-b0e3-9b4806c86dc2,no_churn,0.13482477,0,no_churn,-0.0768873643951428,-0.0026636329711254,-0.0940568170760616,-0.0421850646342136,-0.009054401623066,0.0592089628154417,0.0362498680829594,0.0405289665476425,Female,80,No,Yes,Employed,Suburban,Bachelor,1672725600
35,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,54147d5f-7992-4569-ba51-ca897d2f5bcb,no_churn,0.05702629,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,41,Yes,No,Unemployed,Suburban,College,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3d8048b4-ecbb-4232-b9ea-21bd00572773,churn,0.81620747,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,41,No,Yes,Employed,Urban,College,1672725600
23,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,4032ef42-3aaf-4319-8077-629d5a05b0b1,no_churn,0.011827184,0,no_churn,-0.0378330144377378,0.0417357602258107,0.0069391120378713,-0.0048426811951867,0.0324727335589886,-0.22376008080284,-0.0262279335278344,-0.027510048655431,Female,78,No,Yes,Employed,Suburban,Bachelor,1672725600
69,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,7e781ce8-a411-4b21-9bc0-2ffe150a1075,no_churn,0.009420129,0,no_churn,-0.0561883776490231,-0.0036750736571048,-0.0173570679797194,-0.021410969408389,-0.0003435104971322,-0.118680345182383,-0.0227244675478959,-0.0286463409759016,Male,44,No,No,Employed,Rural,Bachelor,1672725600
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,153c50fc-294e-4896-bca9-da153369848e,churn,0.8803482,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Female,72,Yes,Yes,Employed,Suburban,High School or Below,1672725600
11,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,44b61632-a179-40b6-8c10-ec67e8274c8a,no_churn,0.26794708,0,no_churn,-0.0002346510248935,-0.0090207124060543,-0.0787213495599644,-0.0490146227072182,-0.157390515166499,0.0436093224400246,0.0579750006453105,0.0437713764842192,Male,57,Yes,Yes,Employed,Suburban,College,1672725600
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8c5fbcc4-a968-42bb-87d8-b60210903f0e,no_churn,0.23970574,0,no_churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Female,53,No,Yes,Medical Leave,Urban,College,1672725600
28,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,3b202de5-2c1f-4916-ba39-ba5b97224856,no_churn,0.6017692,1,churn,0.0632734805034215,-0.0003544316085753,0.059116319839668,-0.023409956306159,0.165841875358765,0.131522639708073,0.130482199974031,0.144501734198329,Female,67,No,No,Employed,Rural,Master,1672725600
48,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,9bd5e217-663d-4c64-be32-cc7cf0e4de14,no_churn,0.0158363,0,no_churn,-0.0288838086491159,-0.0002538082667524,0.0009745264482262,-0.0039628851991801,0.0752813691960909,-0.169744819098451,-0.0009500666439998,0.0685133412309733,Female,39,Yes,Yes,Unemployed,Suburban,College,1672725600
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,430f923a-a2aa-409e-9afe-3f7d69bd3983,no_churn,0.0060860309999999,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Male,58,Yes,Yes,Employed,Rural,Master,1672725600
4,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,bb70ec59-0b0b-43e9-b5c4-afb6d3a15b5d,churn,0.44867063,1,churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,59,No,Yes,Employed,Suburban,Bachelor,1672725600
49,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,11be5ce9-3657-4dc4-914f-60e898ad541f,no_churn,0.19536307,0,no_churn,-0.0660371671619759,-0.0025316833256511,0.0346752496523004,0.072753148420652,-0.0319276775838079,0.0651439692210806,0.0813950876873786,0.0473362600424479,Female,63,No,No,Employed,Urban,College,1672725600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9bf5d27d-a658-4a3a-843a-40adf84140aa,churn,0.4451415,1,churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,76,No,No,Unemployed,Rural,Bachelor,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,73e342a9-8a3f-47c6-9791-290c52fd4184,churn,0.87802345,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,68,No,Yes,Employed,Suburban,High School or Below,1672725600
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e3deb5ec-25c3-4864-89f6-9f6238eebe15,no_churn,0.0275589079999999,0,no_churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Female,21,No,Yes,Unemployed,Suburban,Master,1672725600
69,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,4afab6da-2509-4a4d-b1e7-ae9359b935ea,no_churn,0.010701317,0,no_churn,-0.0387548845042965,-0.0028464266061928,-0.0155853832423144,-0.0167859864933325,-0.0134530006896602,-0.145174345080704,-0.012877703076856,-0.0235484220750549,Male,30,Yes,No,Employed,Rural,Master,1672725600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8ce450bb-d5a2-412d-8840-42fed06bb1dd,no_churn,0.03236928,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,36,Yes,Yes,Unemployed,Suburban,Master,1672725600
66,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,39776413-ebfc-466c-8784-19364ed87b53,no_churn,0.006828681,0,no_churn,-0.0343791872024849,-0.00302957732094,-0.0327798979300587,-0.0190488912658656,-0.000835691038701,-0.127770553598775,-0.0219228900941379,-0.029259465118157,Male,58,Yes,No,Unemployed,Urban,Bachelor,1672725600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,45b67437-efdc-4c40-8f96-57f83131b2ca,no_churn,0.02452991,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,32,No,Yes,Retired,Suburban,College,1672725600
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9fd972a7-db6a-4f02-9f40-bb04655b5c98,churn,0.35491621,1,churn,0.104645721635188,-0.0083058418455584,-0.0201628864512349,-0.088874697084193,-0.0468476858687608,0.0829323964433933,-0.0491734718568659,-0.0723277048785894,Male,54,Yes,Yes,Disabled,Suburban,High School or Below,1672725600
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0425c60b-27c1-4b51-98d7-8fb9d40f7ac2,no_churn,0.29549828,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,20,No,Yes,Employed,Urban,Doctor,1672725600
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d479a9b3-4733-45b9-8d61-60a4151c6e3f,no_churn,0.2831284,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,33,No,Yes,Employed,Suburban,Master,1672725600
4,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9bdbe7fb-d66d-4a21-af51-9d8a3f68253a,no_churn,0.2803087,0,no_churn,0.0924996759238547,-0.0145595505272285,-0.0016076459707073,-0.104886848020788,-0.11635605107489,0.073356737885424,-0.0322688501865013,-0.0228603204200953,Male,74,No,Yes,Employed,Suburban,Bachelor,1672725600
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2c51791d-355e-4901-bd9e-101e630139aa,no_churn,0.45591956,0,no_churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Male,71,No,No,Employed,Urban,Bachelor,1672725600
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,88351eeb-6a5e-4833-8534-7dfb074f66e6,no_churn,0.2831284,0,no_churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,68,No,No,Employed,Suburban,College,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,85c4d80b-9c5a-4db8-a2a3-2c722d2afe2f,no_churn,0.30501375,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,62,No,No,Employed,Rural,College,1672725600
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac8b453f-6b14-4699-ba14-ceb702d2b548,no_churn,0.37865856,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,80,No,Yes,Employed,Suburban,Master,1672725600
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8fff34ff-db6f-45e5-965e-44eb259674bd,churn,0.41542354,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Female,22,No,Yes,Employed,Rural,Bachelor,1672725600
57,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5bd68f58-4666-4fba-9e11-42c45904bbce,no_churn,0.29062226,0,no_churn,-0.216190439968441,-0.0033860561529036,-0.0538602255125715,-0.0756458348492196,0.0416002947143897,0.0221556886517828,0.0141785820350924,0.0321218371302347,Male,73,No,No,Employed,Rural,High School or Below,1672725600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,58b87c8c-2df5-405e-bd13-d9b278636ff0,churn,0.4451415,1,churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,61,No,Yes,Employed,Suburban,Bachelor,1672725600
65,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,ea23cf06-fb25-49d9-ba66-bd830fe3717b,no_churn,0.0100563459999999,0,no_churn,-0.0860354082647973,-0.001501459194169,0.0048810658195179,0.0389385800536365,0.0902066980803647,0.0754827785148154,0.0621922094914043,0.0633570064745799,Male,80,No,Yes,Employed,Urban,Master,1672725600
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4c037771-e1bd-4826-993d-8165006315b7,no_churn,0.38457993,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,31,No,No,Employed,Suburban,Bachelor,1672725600
25,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,5c41a4cc-44cf-48b8-b8d8-97b741b18698,no_churn,0.09806115,0,no_churn,-0.143309056570923,0.0249344487624614,-0.0077728980116455,-0.0335353752415983,-0.116267998908864,0.0779925313104308,-0.0119460109393423,0.0408782071554287,Male,57,No,No,Employed,Rural,Bachelor,1672725600
53,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,da0606b3-12a4-4700-ba3b-41b1a63ab5af,no_churn,0.0666592,0,no_churn,-0.109768602657441,-0.0049690444353655,-0.0444528382149474,-0.0613720363100765,0.0213232100807181,0.0273517703066863,-0.0450312632913482,-0.0521073463268658,Female,40,Yes,No,Retired,Suburban,Master,1672725600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e95f3fef-14ed-4012-9fe6-d565e09f4121,no_churn,0.7094084,0,no_churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,68,No,Yes,Employed,Urban,High School or Below,1672725600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c45488a-ec02-4a5b-8918-63100222c308,churn,0.82104206,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,27,No,No,Employed,Suburban,Bachelor,1672725600
20,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5dd877bc-80c1-495c-8aba-75cca180b7f8,no_churn,0.021111663,0,no_churn,-0.0768321443469449,-0.0061500615389377,-0.0338184803820786,-0.0657643370983078,-0.0024462181011494,0.0433240992699484,-0.0620692724126729,-0.0652697374775198,Female,77,Yes,No,Unemployed,Urban,College,1672725600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ccb8516f-c2e4-477c-bd92-a65d2fe94342,no_churn,0.36646244,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Female,45,No,Yes,Employed,Suburban,Bachelor,1672725600
28,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,d0a5a488-97c4-49f0-96dd-a5b082db7757,no_churn,0.0210413279999999,0,no_churn,-0.0691946613480195,-0.0035595039286727,-0.0017829853345347,-0.0428844365409395,0.0091169083940667,-0.0768864427676044,-0.0409704990407954,-0.0428645314204823,Male,41,No,Yes,Employed,Suburban,High School or Below,1672725600
70,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b57152ab-9b63-462c-b57f-f90a020b3b12,no_churn,0.009819938,0,no_churn,-0.0665351205695333,-0.0011471455082755,0.0004747463187595,-0.0019390410918276,-0.0318324890411895,0.0586661507887856,-0.0243367175475941,-0.0423765353277667,Male,54,No,Yes,Unemployed,Rural,College,1672725600
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5de366e5-bfa4-4858-a0f0-63916eb58d00,no_churn,0.049669754,0,no_churn,-0.0922121903504285,-0.0058160800093901,0.009917119392976,-0.0121141608069592,-0.132585653503875,0.0352037582874891,-0.021754560917434,-0.0163310506918242,Female,45,Yes,Yes,Retired,Suburban,College,1672725600
17,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,b08d4d30-f15b-45ef-85e5-4ba546e7471f,no_churn,0.6574218,0,no_churn,0.172792204954849,-0.004214438959334,0.0521994640200409,0.0602854882294741,0.150935551631392,0.13847215623342,0.0789103633200102,0.0399264045906329,Female,65,No,Yes,Employed,Urban,Bachelor,1672725600
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d1371cdf-6bd0-4861-8d06-8ff67213de91,no_churn,0.22287607,0,no_churn,-0.228564006189945,-0.0019239534143116,-0.0122076800013701,-0.0683959354966236,0.0190483803479401,0.0321523572143951,-0.0400608938795812,0.0642589116648196,Male,73,No,Yes,Employed,Suburban,Bachelor,1672725600
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,6d3ce2c6-c78d-48f3-86a1-bce2f95fb1da,churn,0.44374657,1,churn,-0.163350823332457,-0.0020194721705229,0.0148007488095299,0.0224722994040439,0.0162800409889678,-0.134598045195862,-0.0567570377286119,0.0466461381468525,Female,34,No,No,Employed,Rural,Bachelor,1672725600
67,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cfb37e1e-3d5c-4c02-bf48-129f5380a147,no_churn,0.13180523,0,no_churn,-0.100248688165107,-0.0021711403617882,0.0362978269585073,-0.0045193828392621,0.0556675949794953,0.0703850076666367,-0.0284811916298394,-0.0246228435765624,Female,60,No,No,Employed,Suburban,High School or Below,1672725600
65,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,9b634b8b-f691-4acc-8e44-863478d57c86,no_churn,0.22714774,0,no_churn,-0.260381757087762,-0.0029154157145421,0.0323006406078639,-0.0737683144720904,-0.009911115371251,0.0468482379991292,0.0069664607148843,0.0078351110016774,Male,50,No,Yes,Employed,Suburban,College,1672725600
19,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,4dd14bf5-5f48-4e9f-aada-c098d27c97be,no_churn,0.20248808,0,no_churn,0.0261160041475886,-0.0088470081347622,0.0799496205328978,0.0883572345189168,-0.112343639811625,0.0774170247921029,0.0928658508656735,0.0759587671692133,Female,56,No,No,Unemployed,Urban,Bachelor,1672725600
35,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,a67a7a7a-4013-4cd7-9ee8-8a76bab2a37e,no_churn,0.05702629,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,30,No,No,Employed,Urban,College,1672725600
25,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b70ec1a6-1196-4972-8d11-68127625adea,no_churn,0.09806115,0,no_churn,-0.143309056570923,0.0249344487624614,-0.0077728980116455,-0.0335353752415983,-0.116267998908864,0.0779925313104308,-0.0119460109393423,0.0408782071554287,Female,32,Yes,Yes,Employed,Suburban,High School or Below,1672725600
29,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,55d9b491-8dc9-4c96-9411-18d28b96d595,no_churn,0.084562585,0,no_churn,0.0639187716465676,0.192646497676824,0.0903864964943068,0.0145894205811237,0.0852632142461334,0.136545597508043,0.0091062906215256,-0.001482433742085,Male,56,No,Yes,Employed,Rural,High School or Below,1672725600
62,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,2c4c2888-62f0-4f2e-ac3a-83f696672360,no_churn,0.027089987,0,no_churn,-0.0822627600627856,-0.0036967818511038,-0.0178973542669518,-0.0091872365025665,-0.0545125376405121,-0.118430204791403,0.0100524927386868,0.0169082307263306,Male,33,Yes,Yes,Employed,Suburban,Doctor,1672812000
72,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,3bcede54-bb37-4003-ac9f-dcfbcac3aaf5,no_churn,0.0044286093,0,no_churn,-0.100631517303391,-0.0014939014426818,0.0303817592295672,-0.0077293200333406,-0.0533983322605854,0.0743459650010117,0.0438921018245128,0.0456070960942815,Male,47,No,Yes,Employed,Suburban,Master,1672812000
72,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,fb8f6a96-619d-427e-95f9-a427c146b9ba,no_churn,0.0075889869999999,0,no_churn,-0.104638007851722,0.0011859508387124,0.0272281589081967,0.0226876711541763,0.0932011685856378,0.108256954588996,0.121192251958732,0.0951930359511425,Male,41,No,Yes,Employed,Suburban,Bachelor,1672812000
71,Yes,Yes,Low Speed,In_Store_Support,Two year,<80hrs,Active,a8a75264-1a50-43b0-9a58-70fa1051178c,no_churn,0.014398006,0,no_churn,-0.106486869947612,-0.004092620944757,0.0060140609739482,-0.022497896771074,-0.0473567156227727,-0.126051880859427,-0.0007898075714683,0.032235577947049,Female,31,No,No,Employed,Suburban,Bachelor,1672812000
36,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,ea4ead27-0c0f-4d77-b97d-ce5c0763148c,no_churn,0.07737949,0,no_churn,-0.039356916413244,-0.0001446064745323,-0.0266356401057055,0.0031732928068322,0.0783143137618935,0.103968276218711,0.163671920228517,0.0779832144081956,Female,31,No,No,Disabled,Urban,Master,1672812000
71,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,700efecf-3699-412e-b96f-43d9bdb9da7f,no_churn,0.014398006,0,no_churn,-0.0979470666123052,-0.0029626219403508,0.0247815060963148,-0.0330410634639702,0.0233674549853822,-0.137178488563086,0.057878368502179,0.0528157575610384,Male,48,No,No,Unemployed,Suburban,High School or Below,1672812000
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,f544235a-85e7-4fd4-ade5-ae95c393d567,no_churn,0.006746459,0,no_churn,-0.183507899201095,-0.0034090795211523,-0.0268098287749626,-0.0151991345979604,-0.0441373304414582,0.0459916095219523,-0.0161851401975627,0.0267306496761648,Female,34,Yes,No,Retired,Suburban,College,1672812000
50,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,f0376d0e-ea05-43b7-b77b-bc94e5eebdf4,no_churn,0.014597311,0,no_churn,-0.0815306023927405,-0.0017169357085731,-0.0145134821266947,-0.0561799971915752,0.0315234234351737,-0.193689451404734,0.0232963844781443,0.0537845087084497,Male,45,No,Yes,Employed,Suburban,College,1672812000
16,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,d08f4437-9a22-4404-aa87-ae43f83765e5,no_churn,0.16925524,0,no_churn,0.0929035650369769,-0.0056466418072523,0.104161506290202,-0.0177454087463866,0.14251007961564,0.0913348204246995,-0.0107384920757613,0.0167420448855409,Male,45,Yes,Yes,Unemployed,Rural,College,1672812000
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,a0a1514f-5c5a-4e5b-b28a-b1d73f1998a3,no_churn,0.0029460771,0,no_churn,-0.0888679454632415,0.0004140714108666,0.0469375664046424,0.0784975225393532,0.104284359967032,0.136951092755594,0.096850324625866,0.0940735304393365,Male,72,No,No,Employed,Suburban,High School or Below,1672812000
42,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,b45586a9-bcf7-44d8-8602-f0ed58eb2db8,no_churn,0.0976705,0,no_churn,-0.0721363987421318,-0.0026752916878103,-0.0149169353096112,-0.0178617193312857,-0.0190420620355507,-0.106997597088448,0.025995816239938,0.0486080372695505,Male,25,Yes,No,Employed,Suburban,Bachelor,1672812000
70,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,b3bd85d4-d3b2-4589-b685-ddcdb66287ff,no_churn,0.020104917,0,no_churn,-0.0512012583663818,-0.0025332093117867,0.0156869951501812,-0.0524027103912976,-0.0362354883909029,-0.191068485880605,0.0270833081239834,0.0216446956974505,Female,35,No,No,Employed,Suburban,College,1672812000
33,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,c37a5060-4a3b-432d-bc39-2e74bb5ac2d3,no_churn,0.016697021,0,no_churn,-0.0632371959098736,-0.0054204565142936,-0.0128555267093679,-0.0191499520084971,-0.0646435399036545,-0.143343110225792,0.0242156603489729,0.0254079677996924,Male,68,No,No,Employed,Rural,College,1672812000
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,cbf142e5-4574-4fce-ad29-2f8ae2acb55f,no_churn,0.0040287776,0,no_churn,-0.104226255749682,-0.0058795473533609,0.0099165956128035,-0.0506376004922003,-0.130272168650081,0.0445669249944148,0.0229862347646121,0.0428529991196956,Female,46,No,Yes,Employed,Suburban,High School or Below,1672812000
33,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,7059d3bc-49bc-4267-a1ad-b8320d174758,no_churn,0.14512913,0,no_churn,-0.0746116626448838,-0.0007365624056183,-0.0023919674049284,0.0135412203712803,-0.0249752139937481,0.0874123114544636,0.113456332195155,0.0664698734539069,Female,49,No,No,Unemployed,Suburban,Bachelor,1672812000
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,633a3c71-0e36-4b5f-b910-232c224bcb4b,no_churn,0.0026771226,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Female,35,No,No,Employed,Rural,College,1672812000
31,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,7f63d34f-fedc-41c7-b575-4f4108731fdd,churn,0.13953659,0,no_churn,0.0984139112485536,0.115453330774817,0.0673581578914672,0.096303061413937,0.0169332391151419,0.138183094391143,0.0417873935657826,0.0265416727946831,Male,34,Yes,No,Employed,Suburban,Bachelor,1672812000
34,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,c80026dc-c72e-45ad-9a55-ca4a96f24ab7,no_churn,0.09555272,0,no_churn,-0.182546092925367,-0.0115123965673944,-0.0368345679445622,-0.0374923447283379,-0.0177520503095217,0.0763352243970553,0.0154650159322352,0.0253110608159931,Male,32,No,Yes,Unemployed,Suburban,Doctor,1672812000
24,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,295217e7-914b-47c7-aa8a-c426909589f6,no_churn,0.13636732,0,no_churn,-0.0528255801813702,-0.0066583148164136,0.0400036005692072,-0.0087482713235203,-0.0177962401963486,-0.104238758813299,0.0469061313610791,0.0393312821736572,Female,54,Yes,No,Unemployed,Suburban,College,1672812000
49,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9eab7212-7ae3-43b5-ac87-11aef87f8fbf,no_churn,0.065611854,0,no_churn,-0.095584477917273,-0.0040903457198146,-0.109098417956329,-0.0041907148111749,0.0286873301473315,0.0507751531506528,-0.0388086484127416,-0.0567160297237387,Female,71,Yes,No,Unemployed,Suburban,High School or Below,1672812000
67,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,a2446654-0e65-493c-bccc-41dae04537c3,no_churn,0.019951284,0,no_churn,-0.0459363112333539,-0.0032666339248316,-0.0173091190155537,-0.0210869099903357,-0.0174795516080212,-0.131319315578976,-0.0147665836543001,-0.0178617274351199,Female,80,No,Yes,Employed,Suburban,College,1672812000
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a203e058-8284-4522-9b43-74997a96966d,no_churn,0.23298864,0,no_churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Female,66,No,No,Employed,Suburban,Bachelor,1672812000
39,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,09e5973d-75b4-4df5-a17d-bf5827064036,no_churn,0.027360616,0,no_churn,-0.0498519559605574,-0.0197305682706428,-0.0621642390847864,-0.120504827666382,-0.0328957071172499,0.049537242613087,-0.013771141886591,-0.019644951956161,Female,66,No,Yes,Employed,Rural,High School or Below,1672812000
39,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eec9f13c-8ea1-4111-bd85-02e6636e3d31,no_churn,0.03900362,0,no_churn,0.059482950290112,0.190932720304027,0.0843239134441591,0.0260857380630022,0.048267112172507,0.130707148306901,0.0103819244949045,0.0207923525479782,Male,79,No,Yes,Unemployed,Suburban,High School or Below,1672812000
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7daf9e60-7057-420b-93f1-edffa1fd3748,no_churn,0.06205434,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,21,No,No,Employed,Suburban,Bachelor,1672812000
54,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,c40d9816-710c-4366-a98e-a87bb8d8e64a,no_churn,0.08439946,0,no_churn,0.0153389508162945,-0.0049936849657933,-0.0319614829374586,0.0109408095702929,0.0453635731566828,-0.14165275238096,-0.0341309654211727,-0.0479305976424257,Female,31,No,No,Employed,Suburban,Master,1672812000
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,53f3a951-2340-44bc-af4f-afe826d8a55d,no_churn,0.24379337,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Male,39,Yes,Yes,Unemployed,Suburban,College,1672812000
43,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,f566ff4a-7136-4770-a72d-c5243d81b86b,no_churn,0.08854212,0,no_churn,-0.050546701008152,-0.0072788123702048,-0.014080725436961,-0.0446540290746997,-0.0057577717659114,-0.089056828566263,-0.0248738671203864,-0.032777417285506,Female,59,No,Yes,Employed,Suburban,College,1672812000
24,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,de99cfb6-1268-45c8-a341-006eebec2458,no_churn,0.17797565,0,no_churn,-0.128073557374173,-0.0073451610270785,-0.0340112414421673,-0.0350584589335448,-0.05176729785313,0.038357243711971,-0.0294467683885159,-0.0216809098577323,Female,31,No,Yes,Unemployed,Suburban,Doctor,1672812000
47,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,d94a9d5f-c2b8-4dfc-b680-b3eda69ab804,no_churn,0.018470237,0,no_churn,-0.0404012392602317,0.0296583863192972,0.011326742784995,-0.0345417832210432,-0.0218304816089312,-0.191643676164676,-0.0109908975139114,-0.0106032047807366,Male,43,No,No,Employed,Suburban,Bachelor,1672812000
10,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bceece0d-9cef-43e5-8639-dd93aac615e8,no_churn,0.043261867,0,no_churn,-0.0629121946883333,0.0707824617278038,0.0258273043847339,-0.0864297645411761,0.0178447357725599,0.0760013974548428,-0.0609905726843089,-0.0491495176711578,Female,25,No,No,Employed,Rural,College,1672812000
69,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,07b51f24-e22d-47ea-b0e8-1dfb733b574f,no_churn,0.03188501,0,no_churn,-0.0246259542269672,-0.0008790457861141,0.0140374453174263,-0.0067169391354764,0.0226383977216573,0.067617048809634,-0.0075660500587764,-0.0135310550112262,Female,42,Yes,Yes,Unemployed,Suburban,Bachelor,1672812000
28,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c73d48f9-3c8e-4cd0-9707-a18fa8a15444,no_churn,0.13334787,0,no_churn,-0.179207639071801,0.0440200199918035,0.0159383861814058,-0.0958139780052897,-0.0284949917249923,0.0524792041648288,-0.0144636933101992,-0.0334834595206484,Female,59,No,No,Employed,Suburban,Bachelor,1672812000
63,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0a0e4bde-384a-426d-a3a7-4490536a9da6,no_churn,0.0114775739999999,0,no_churn,-0.0311485538941906,-0.0011909335426207,0.0143656077792547,-0.0064498157047273,0.0297138890642963,0.0671969569174234,-0.0078642457965906,-0.0036490568813133,Male,34,No,Yes,Employed,Urban,Bachelor,1672812000
48,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,f44d7fdc-6d89-4a46-bdd1-9abf2be08108,no_churn,0.0915467,0,no_churn,-0.0260306243468403,-0.0114671470757639,0.0176738181212385,-0.0166443090293614,0.0255374646703239,-0.148698550358076,-0.0358492699519229,-0.0635475346663406,Male,26,No,No,Employed,Suburban,College,1672812000
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2d307f12-0a5f-47a2-8815-1f2537def95b,churn,0.30051342,1,churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,77,Yes,Yes,Employed,Suburban,College,1672812000
47,No,No phone service,Low Speed,In_Store_Support,One year,0hrs,Disabled,85309f9d-ea2c-4046-9e96-ab50cd8b98b0,no_churn,0.06303325,0,no_churn,-0.0334215127152947,0.0217777237026666,0.006854769197198,0.051665298928201,0.012079938360066,0.0046061325290975,-0.0154644520444162,-0.0071240441209374,Male,62,No,No,Unemployed,Suburban,High School or Below,1672812000
11,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7ef7760a-f7c0-41db-b975-ceddc778d5f4,no_churn,0.19392747,0,no_churn,0.198507117814143,0.0035663072452734,-0.0301344191285079,0.06002460763837,0.0996351533111101,0.129396095896236,-0.0207205450686888,-0.02722578288789,Male,36,Yes,No,Employed,Urban,High School or Below,1672812000
43,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,22cff6e2-7fbb-4e84-9bcb-2d5e483094b1,no_churn,0.11048023,0,no_churn,-0.100797134643899,0.014413678386436,-0.0014622836040962,-0.0416151230894593,-0.0315288746790429,0.05408991961237,-0.0445212862803327,-0.0566050479622572,Male,53,No,Yes,Retired,Suburban,High School or Below,1672812000
29,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c4be27cb-b3df-4d30-a7ff-e5a3cd695fd9,no_churn,0.07776458,0,no_churn,-0.0677996351278488,-0.0151601513509149,-0.018133588206424,-0.0602203437428488,-0.0558969225676855,0.0379686910874079,-0.0330561051186668,-0.0367280968376326,Male,26,No,No,Unemployed,Suburban,Master,1672812000
28,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0ecfd135-0140-4777-9850-4175fe761046,no_churn,0.10322035,0,no_churn,0.0023614266970344,0.127907056369077,0.0512354876043355,0.0428465428937124,0.0279087995095051,0.0986602358745767,-0.0102607801477097,-0.0295738001300196,Male,42,No,No,Unemployed,Rural,College,1672812000
4,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,025ac60d-3201-4221-af09-eb08e8302b52,churn,0.6583793,0,no_churn,0.180155157942281,0.0017270769333117,-0.0387425006451303,0.0475350049988264,0.0838537503055522,0.139718244270753,0.133194823730646,0.113532289669856,Male,58,No,Yes,Employed,Suburban,Bachelor,1672812000
33,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,9db6816a-7fe1-475b-a4f3-d853a75b50ad,no_churn,0.43722457,0,no_churn,-0.0902990775241596,-0.0021922797727165,0.0154027498330742,-0.0972111955426226,-0.107240034821989,0.069598650588141,0.0482254943512907,0.058022873070322,Male,62,No,No,Employed,Suburban,Bachelor,1672812000
68,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,901056de-0361-40c6-ad79-83dd96930e6c,no_churn,0.058713775,0,no_churn,-0.0963336254139994,-0.0015496860122584,0.0123105084391681,-0.0138603722921288,0.0278790467601174,-0.236165114730866,0.0398904854228021,0.058802606530462,Male,65,No,Yes,Employed,Suburban,Bachelor,1672812000
53,Yes,No,Medium Speed,Phone_Support,One year,<80hrs,Active,544d33de-9174-4e22-98c6-48a0941a0d47,no_churn,0.15846147,0,no_churn,0.0495454021492014,-0.0009194117739207,0.028520761511927,0.0836831452816159,0.116700677321187,0.0236825764304285,0.0761885084314053,0.103572197273461,Female,24,No,No,Employed,Suburban,College,1672812000
54,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,b8a47588-cf68-4b34-8967-fbd391297f0f,no_churn,0.21280678,0,no_churn,-0.0939066433715925,-0.0075862044248424,-0.0410591917868259,-0.0122427512128342,-0.119020668780631,0.0242132366635269,0.0091344059774746,0.041441666344981,Male,77,No,No,Employed,Suburban,College,1672812000
70,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,a1dc5d35-f5be-48a4-be64-184d9a0af8cc,no_churn,0.06780277,0,no_churn,-0.122710479696207,-0.0012217850869637,-0.0017255923339871,-0.114925089585295,0.025402241963493,0.078238842095543,0.0581248852217686,0.0896241599542372,Female,51,No,Yes,Medical Leave,Urban,Bachelor,1672812000
71,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,a15e835e-1ca8-4e72-9708-dbbb56aad9c7,churn,0.009834363,0,no_churn,-0.0859251236599993,0.0010912571599874,0.0713748818320709,0.0727997003725795,-0.0752123021626448,0.0912730607427693,0.107230418052077,0.0883419602387221,Female,33,No,Yes,Disabled,Suburban,High School or Below,1672812000
24,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,61b6a2c8-9e99-4c5e-a47a-c81d2127f375,churn,0.41484153,1,churn,-0.0778274899239113,-0.0049310277111726,-0.0937036884392728,-0.0423417665812667,0.072071448292063,0.0644809204848752,0.0584099768595842,0.0899821450620947,Male,46,No,Yes,Unemployed,Rural,College,1672812000
6,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d8f7ea7f-f9e5-4827-9f55-80e6544fa064,churn,0.8070924,1,churn,0.173132350293977,-0.0017252048846057,-0.0123679655505202,0.0108901603938147,0.144539393514606,0.134499406783252,0.196092011362161,0.0859137029780095,Female,45,No,No,Disabled,Suburban,College,1672812000
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,d899a8fe-78fc-4748-aa48-da2b230cf036,no_churn,0.6287493,0,no_churn,-0.0007238749660336,-0.0066455253772073,-0.0716252436800732,-0.0375994672634078,-0.14277619085382,0.0464891081298446,0.0623538397222728,0.0415012044178729,Male,79,No,Yes,Employed,Urban,Bachelor,1672812000
64,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,0743c5f9-c4ee-4fe6-b40f-9b16931ea0aa,no_churn,0.08784818,0,no_churn,-0.0831888968771272,-0.0032932010192962,-0.0043547873599163,-0.0230844419687491,-0.0429797278650676,-0.153075400203088,0.0208988221060462,0.0200514806574619,Female,65,Yes,Yes,Employed,Rural,College,1672812000
68,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,eb58f52a-ab22-4c50-ad76-05b3b2343ea6,no_churn,0.067417555,0,no_churn,-0.0660712745712953,-0.0024411349908768,-0.0226286188765334,-0.014643866078286,-0.0462329490415322,-0.149183725930106,0.006672260090836,0.0255031563756983,Female,25,No,Yes,Employed,Suburban,Bachelor,1672812000
46,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,1a6e475b-a102-4ef8-bbe1-7eca9279f6b4,no_churn,0.2973579,0,no_churn,-0.0524328303763377,-0.0032534126738573,0.0057557162739522,0.0813454221641222,0.0975909276556922,0.122287681366233,0.206009750404783,0.083670604134495,Male,52,Yes,Yes,Employed,Suburban,Doctor,1672812000
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,8e1d22ea-b0aa-444c-a38b-ada2fb6ec5ba,no_churn,0.018566482,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Male,22,No,No,Employed,Suburban,College,1672812000
54,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,dd8aa0be-6189-4f1a-8d6d-6c89276353b3,churn,0.22775254,1,churn,-0.0537167288061391,-0.0008457417652607,-0.0560151926647813,-0.0069794836862274,-0.0440733655229269,-0.0945461648086348,0.0217337069487257,0.0454168174516598,Male,69,No,No,Employed,Rural,Bachelor,1672812000
55,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,34c9cf7a-2963-4904-8961-607ea8c0b126,churn,0.30522257,1,churn,-0.0556355443852589,-0.0023639010211263,0.0273864641249747,-0.0426255785020748,-0.0448108832793423,-0.137085321874793,0.0362796649011761,0.0564956153688581,Female,61,No,No,Employed,Suburban,College,1672812000
66,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,b63858d0-f19e-4bea-ade3-9baaa656a72b,churn,0.28077388,1,churn,-0.104024906097657,-0.001914289787237,0.0185586396560574,-0.0086671380793541,0.0004056113587103,-0.147097208076593,-0.0023362404245108,0.026049379407159,Female,42,No,No,Employed,Suburban,Bachelor,1672812000
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,3106e388-37af-459f-9b8a-905feb38fd9f,churn,0.005050731,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,54,No,No,Medical Leave,Suburban,High School or Below,1672812000
64,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,9578b317-d8d0-48c0-a1c4-440981fb4e7f,no_churn,0.05688036,0,no_churn,-0.178368582037347,-0.003952933253895,0.0153225408674734,0.0238413612561453,-0.0221231570204872,0.0510132372727639,0.0792145520650228,0.0310268301667565,Male,72,Yes,Yes,Employed,Suburban,Bachelor,1672812000
39,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,e52e8a24-ce35-47fd-a82c-ececab625f69,no_churn,0.49792162,0,no_churn,-0.0218324937042416,-0.0017159086006358,0.0087194865508354,0.0367355610043341,0.018926624049327,0.0963713336194268,0.123047913768878,0.0507213375323408,Female,69,No,Yes,Unemployed,Rural,Bachelor,1672812000
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,0b96d890-d490-427b-ab9e-8d55fcb23eab,no_churn,0.2536831,0,no_churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Female,39,Yes,Yes,Employed,Urban,College,1672812000
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,c29f5903-0287-4e64-9666-ecd34059b1f1,no_churn,0.017741516,0,no_churn,-0.0965766116029408,-0.0024235979126751,0.0148606131701262,0.051391232625001,-0.0077969230896542,-0.102994310152444,-0.0053416571539764,-0.0094782311878407,Male,71,No,No,Employed,Rural,Bachelor,1672812000
20,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,aabe706c-19ce-4a78-852f-c05e63d09fc5,no_churn,0.40966386,0,no_churn,-0.0982791790921146,-0.0064501078666035,-0.0419778265377863,0.010245706202786,-0.11193598265123,0.034928710805625,-0.0224113758604471,-0.0331460961472839,Male,58,No,No,Employed,Rural,Doctor,1672812000
61,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,da77a170-c749-45a4-b3fc-77bb809f763d,no_churn,0.03966927,0,no_churn,-0.0950545638517132,-0.0031859947990596,-0.0613918395480004,0.0389607758369129,-0.0025855152116582,-0.0865732574874846,-0.0183564351611858,-0.0408393200345653,Male,41,Yes,No,Unemployed,Urban,High School or Below,1672812000
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,2f95a8d6-221e-4eef-b219-86871a0262c6,no_churn,0.2951934,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,27,No,No,Unemployed,Rural,Bachelor,1672812000
25,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,3e7b6575-492b-4c3a-97f2-5da77b812520,no_churn,0.30234873,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Male,80,No,Yes,Unemployed,Suburban,High School or Below,1672812000
3,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,0ade749b-1a34-47bc-b489-fd7255ee6748,churn,0.6094344,1,churn,0.245211355144356,-0.003322817795597,-0.0370596961964656,0.126144841373025,0.0091002984539591,0.112943029611088,-0.0231742310292793,-0.0250392535069113,Male,24,No,No,Employed,Suburban,College,1672812000
64,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,1b1ac88a-a6ac-4b2b-b496-e46ca517ee1b,no_churn,0.06734446,0,no_churn,-0.229370706424984,-0.0040508037171639,0.0366861774643257,0.0217739780948977,0.0171588082714606,0.055173879068202,-0.0098606992326858,-0.0082012843295979,Female,69,No,No,Employed,Suburban,High School or Below,1672812000
39,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,08764d6d-b002-4856-94c6-a3f8008356e7,churn,0.1182996,1,churn,0.172979886336761,-0.0074497649034128,0.045067349157016,0.232219777084301,0.073665908306375,0.104792601222653,0.0331491861535141,0.0383465356292617,Male,54,No,Yes,Employed,Rural,Bachelor,1672812000
72,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,e6fda8b8-ef14-409a-9955-b7dfbdcdbedb,no_churn,0.009903346,0,no_churn,-0.126428118461336,-0.0041476193846028,-0.023128766806476,-0.0127823603018896,-0.0138063386060275,0.0442263343744343,-0.0129174409447659,-0.0200418409370649,Female,71,No,No,Employed,Rural,High School or Below,1672812000
42,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8b44a41d-1ccf-4b42-9f2c-00b8075c67eb,churn,0.4172229,1,churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Female,34,No,Yes,Employed,Urban,High School or Below,1672812000
55,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,f88cc101-76e5-4ea1-94eb-c31b5431da2c,no_churn,0.19397172,0,no_churn,-0.166056578587622,-0.0067878725384071,-0.0312326409601337,0.0233233010487947,-0.0567137108945098,0.0180454815858229,-0.0268982739170132,-0.022705857259607,Male,64,No,No,Unemployed,Rural,College,1672812000
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,53da19dd-18c7-4e0c-af3b-00a874a30bc5,no_churn,0.2806936,0,no_churn,0.0407697956688571,-0.0071328572962738,-0.0601449740659336,-0.0559257238312966,-0.160315474656181,0.0555860438660056,-0.0438479515204744,-0.028015011473617,Male,28,No,Yes,Unemployed,Urban,College,1672812000
41,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,a4e43015-a425-4748-b64e-55ab79c560dc,churn,0.3457111,0,no_churn,-0.0064122303006388,0.0524019354164192,0.0262931515085802,-0.0136320726859867,0.0048209377379953,0.0946217893525408,0.0511886036561281,0.0516917393390576,Male,28,No,No,Unemployed,Suburban,Master,1672812000
46,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,4dfe18a0-0920-4e23-abf6-be93cfbadbfa,no_churn,0.017207937,0,no_churn,-0.0823695955532639,-0.003093676226299,0.0008735462084587,-0.0207362812635256,-0.0397611193716511,-0.189430216594792,0.0399759641162381,0.0255152247510523,Male,77,No,Yes,Employed,Urban,Master,1672812000
63,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,555f183d-fd9c-4468-ae51-f77862aef0a9,churn,0.04743097,0,no_churn,-0.131627060667797,-0.0038525154266244,-0.030095815236109,-0.0120861497569239,-0.0554327931487387,-0.0740650897900377,0.0129857949195866,0.025147476716047,Male,25,Yes,Yes,Unemployed,Suburban,Bachelor,1672812000
67,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,313487a3-aa64-484a-ba59-65e445c2afdd,no_churn,0.10850489,0,no_churn,-0.170317781858148,-0.0014326165084276,0.015916001219648,-0.0081965647324341,0.053670286390261,0.0449595668172332,0.0046623776991782,0.0617125780922288,Male,54,Yes,Yes,Employed,Suburban,College,1672812000
13,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,2b1d90e4-db22-4ac6-bba4-72aed4d8d31f,churn,0.44200817,1,churn,0.0005861403081121,0.0110489906272187,-0.0540363423286453,-0.0621527138998135,0.0173222677301055,0.104018629418952,-0.008185343638438,0.0752055507233126,Female,49,No,Yes,Unemployed,Urban,Bachelor,1672812000
14,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,ea2dc3a5-64ba-4598-96d8-ae4add6310c2,no_churn,0.59334046,0,no_churn,0.119009654288866,0.0159808194199649,-0.0200273559862216,0.0158461799322913,0.063081302729488,0.137671174016477,0.144892931177437,0.110471527620334,Female,21,Yes,Yes,Employed,Rural,High School or Below,1672812000
22,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,daa0e2f5-ff3d-4744-a320-8958b16aed90,churn,0.13191317,1,churn,-0.0566799491857818,-0.0065015724173281,-0.0918556993635229,-0.0317896529991594,-0.0242283676355828,0.0582585161286124,-0.0029286506951029,0.0014135112782946,Male,22,No,No,Employed,Urban,Bachelor,1672812000
35,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,21ab83d4-56ec-4532-ac3f-19dddd92575e,no_churn,0.2095397,0,no_churn,-0.19198005744111,-0.0046966955455081,-0.0748843503834223,-0.0637833499974567,0.028088348072124,0.0348143823519876,0.0337220848477727,0.0406934872225701,Male,56,No,Yes,Employed,Rural,Bachelor,1672812000
39,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,7d7b313b-d4d7-4582-9bb1-a5474d44791d,no_churn,0.33643296,1,churn,-0.0858227631876343,0.0371520645595774,-0.0494580844616029,-0.00406711337273,0.0336917048872601,0.0839759699113164,0.0443356988593768,0.0236663705749197,Female,64,Yes,Yes,Employed,Rural,Bachelor,1672812000
37,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,1eab657f-4382-43c0-99b4-03e26b5c7945,churn,0.21782273,1,churn,-0.225314359582844,-0.0061425642261019,-0.0593962030968941,-0.0360764031526196,-0.035420677113052,0.0487940124140368,0.0289410388183569,0.0355890027413988,Female,28,No,Yes,Employed,Suburban,Master,1672812000
44,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,d13ed187-06f4-4cfb-b0f6-2da00acd6aa4,no_churn,0.16453354,0,no_churn,-0.186298573116228,-0.0052455314733015,-0.0075889800353616,-0.0864035384936869,0.0358028551081133,0.0234308535947639,0.0157105726932877,0.0715661894058939,Female,44,Yes,No,Unemployed,Suburban,Master,1672812000
36,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,5e14371b-009d-4472-a67a-c5f503411531,no_churn,0.09194022,0,no_churn,-0.179902908187742,-0.0042289345147219,-0.118821524884988,0.0051426321537292,0.032530557322716,0.0482855479701174,0.004844008020882,0.0347911360416765,Male,62,Yes,Yes,Employed,Suburban,Bachelor,1672812000
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,8d92da5e-c3e0-4b7c-a8d2-c2fd5695c0b6,no_churn,0.40597218,0,no_churn,0.0937419156504256,0.0015386971950647,-0.0364447332921872,0.0030332447389855,-0.076443307904201,0.114344973562879,0.129538163008883,0.071664900118385,Male,68,Yes,No,Unemployed,Suburban,Bachelor,1672812000
59,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,2fea81ed-e717-4edc-bb8e-93d696ad8438,no_churn,0.29994294,0,no_churn,-0.0022129566289697,0.131349686512032,0.0776685844061887,0.03612225818831,-0.0061327896647537,0.137391204132603,0.203782355068169,0.0730055184747584,Male,25,No,Yes,Unemployed,Suburban,High School or Below,1672812000
34,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,b32f118c-4116-4a9e-b8fa-a2e1865c4135,no_churn,0.073587805,0,no_churn,-0.0731603919461213,-0.004950427925396,-0.0287990188974254,-0.0851703387247835,-0.0314157332107242,0.0392128012142711,0.0658915074201104,0.0293654518137373,Male,69,Yes,Yes,Employed,Suburban,Bachelor,1672812000
49,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,5531c96a-076d-46c9-8dfd-c5fcd517b62b,no_churn,0.10818693,0,no_churn,-0.126416154368421,-0.0037506429349014,-0.0054961336003452,-0.0195935741062385,-0.021342643832977,0.0433276668497819,0.09538343788583,0.053028563905832,Female,35,No,No,Employed,Suburban,High School or Below,1672812000
2,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,36386ca1-a2b5-497f-9136-5a7cc9091279,churn,0.47397223,1,churn,0.0715399221470579,-0.0050936512818952,0.0320958351855551,-0.171175847270688,0.0012579218859536,0.110740030604284,-0.0139379082426421,0.0580475441834642,Male,47,Yes,Yes,Unemployed,Suburban,Bachelor,1672812000
13,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,480dd844-0bbf-458e-93f0-b6f24576fabe,no_churn,0.15610097,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,42,No,Yes,Medical Leave,Urban,Bachelor,1672812000
70,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9ec0bfbf-e202-4d17-a2ee-4da13ff2bc5a,no_churn,0.021461176,0,no_churn,-0.113116043622513,-0.0019129147400599,0.0313632447487634,0.0281675788753227,0.0530031911158403,0.077420096759688,-0.0329543828921532,-0.0519969211844181,Male,26,No,Yes,Employed,Suburban,College,1672812000
32,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c452db9b-3cd1-42eb-a8da-8912b335cae5,no_churn,0.029943977,0,no_churn,0.0795575850830118,-0.0023330453964081,0.0228228413786564,0.0487728637606232,0.0746817069740063,0.0854535738543381,-0.0227208815872472,-0.0352607919761794,Male,54,No,Yes,Employed,Suburban,Doctor,1672812000
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,21c89c9a-40aa-4dee-a16f-7366f7b973ef,churn,0.5266072,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,74,No,No,Unemployed,Suburban,Master,1672812000
70,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,3017b472-228a-41f8-b1da-74d53149f037,no_churn,0.011036713,0,no_churn,-0.0665351205695333,-0.0011471455082755,0.0004747463187595,-0.0019390410918276,-0.0318324890411895,0.0586661507887856,-0.0243367175475941,-0.0423765353277667,Male,80,No,No,Employed,Urban,College,1672812000
5,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,14b7d758-7429-4137-b2d8-db6a9ef4cc7d,no_churn,0.12386978,0,no_churn,0.168476494117085,-0.0028472651446827,0.0897450085861692,-0.129350917527081,-0.0015086134622833,0.113466978027136,-0.0387119573211566,-0.0233121081147055,Female,26,Yes,Yes,Retired,Urban,High School or Below,1672812000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ff4fb5a5-f0eb-4d2f-862d-6ca6dd7677c7,no_churn,0.5698023,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,42,Yes,Yes,Unemployed,Suburban,High School or Below,1672812000
17,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f850f3df-aa22-48e4-80f1-66756ce7953f,no_churn,0.08159515,0,no_churn,0.24012721687327,-0.0001885494934322,0.0899831314456605,0.0710314276683948,0.161815011532508,0.155615708638061,-0.0167676238371313,-0.0206424697700458,Male,35,No,No,Unemployed,Urban,College,1672812000
8,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,73be6061-acdd-41b5-a3f7-03f830ccd19a,no_churn,0.013258738,0,no_churn,0.0170887389093059,-0.0114536998776293,-0.0265589734563127,-0.134057152302548,0.0231934106326843,0.0437875892383363,-0.0535683541087382,-0.069957709336395,Female,42,No,No,Employed,Suburban,College,1672812000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,69fa163b-3cfe-46cf-8263-afb30f35165b,no_churn,0.3617694,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,65,No,Yes,Employed,Suburban,High School or Below,1672812000
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9cccbeee-9b24-42e4-9761-91291c048015,churn,0.5602762,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,60,No,No,Employed,Suburban,College,1672812000
23,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,fafe50cb-0e08-4f85-a778-d94da141ef8f,no_churn,0.039395604,0,no_churn,-0.0613883491493197,-0.0042870816809227,-0.0511846075106313,-0.0212407618140969,-0.0238046425155607,-0.0652303418269184,-0.0178660605522236,-0.0240243066303719,Male,65,No,Yes,Employed,Suburban,Bachelor,1672812000
23,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,9b977b14-bd91-43dd-96fd-fe33a8275419,no_churn,0.05760542,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Male,49,No,Yes,Employed,Suburban,College,1672812000
67,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c8de1b11-7eea-4a62-9f5a-f13d52b9e075,no_churn,0.009914643,0,no_churn,-0.0453875448013741,-0.0033155600272357,-0.0909554900211014,-0.0084555376186926,-0.0129341604558385,0.0485186477169372,-0.0133636833915625,-0.0331328217978443,Male,44,No,No,Employed,Suburban,High School or Below,1672812000
29,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,63c3680b-bec8-4364-b53c-c961db4b3c24,no_churn,0.0233140329999999,0,no_churn,-0.0917881999234032,-0.0174387920604749,-0.0273645596629558,-0.115377592671539,0.028091449460453,0.0426828264580126,-0.0313859387849606,-0.0464453434383904,Male,72,No,No,Employed,Urban,High School or Below,1672812000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a1a6d81d-430c-4c2f-b64b-2da1637ed8f7,no_churn,0.30543727,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,42,No,No,Unemployed,Urban,Master,1672812000
54,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7cfefcd6-eb7e-40b6-9ab1-bbf46a55d8d3,no_churn,0.026673716,0,no_churn,-0.0404522017236558,-0.0040014583010452,-0.0164657534912748,-0.0088703437321964,0.0227527016688691,-0.14018966181553,-0.0265219661559785,-0.0552774693705578,Male,61,No,No,Employed,Suburban,High School or Below,1672812000
65,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,166c9725-b570-4517-a2b2-0d27cde6af17,no_churn,0.009751555,0,no_churn,0.112411982277899,0.0037767795094805,0.0561293186515104,0.115187496587168,0.0943073672163154,0.115694564573923,0.006601777867836,0.0168645630317587,Male,48,No,No,Employed,Suburban,College,1672812000
23,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a4f4d775-fc55-489a-a386-bb46b01d1031,no_churn,0.0076411176,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Female,65,Yes,No,Employed,Suburban,High School or Below,1672812000
14,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ba10184c-c923-41ac-a47e-87dbf05e1440,no_churn,0.1905694,0,no_churn,-0.0603585450986975,-0.0152507106324628,-0.084689900987214,-0.0380086863341603,-0.0392200661266724,0.0455385447728986,-0.0284306936617849,-0.0486060926926074,Female,65,No,Yes,Unemployed,Suburban,Bachelor,1672812000
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,53df64f0-d2ef-43af-add3-97cec8c66c4f,no_churn,0.14527288,0,no_churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Male,25,No,No,Employed,Suburban,Master,1672812000
17,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,0b05ef21-6960-40fd-b6c7-f1811c527d37,no_churn,0.08566723,0,no_churn,0.0350235518068529,-0.0031617897190517,-0.0152960565262401,-0.0280326619704101,-0.0645126250465273,-0.112291177733359,-0.0326552263260418,-0.0381001687193384,Female,72,No,Yes,Employed,Urban,Bachelor,1672812000
1,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,22b06b9e-af99-49cd-b8a5-8ada1ff22c1f,no_churn,0.6105512,0,no_churn,0.259567123440502,-0.0064766157105304,0.0021464946904734,-0.0432825557966134,-0.0409205725193305,0.122598053317724,-0.0367980051564882,-0.036824352650965,Male,24,No,No,Unemployed,Suburban,College,1672812000
56,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e27b6dbd-2fec-441d-9023-909745b117fe,no_churn,0.0145106619999999,0,no_churn,-0.105368416322453,-0.007090721649547,-0.018851110692658,-0.0499779427582507,-0.0344338630348465,0.0231243542057563,-0.0240350681463496,-0.0323933848112483,Female,22,Yes,Yes,Employed,Suburban,High School or Below,1672812000
36,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,834ccbb8-8966-4430-b313-a868d2bbd731,no_churn,0.070802726,0,no_churn,-0.108181440256521,-0.0172493796907656,-0.0785359058552512,-0.08597675881766,0.0208557408486649,0.0406515375225626,-0.017732640475906,-0.0228573031286396,Male,42,No,No,Employed,Urban,College,1672812000
65,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,69e06bd7-1f9c-445f-ae11-535909d3b845,no_churn,0.0047089714,0,no_churn,-0.0856817143698481,-0.0035678377919612,-0.0475621388473882,-0.0117709494274458,0.011371392444862,0.0519040071317522,-0.031573857483454,-0.0521450526453008,Female,31,No,No,Employed,Suburban,College,1672812000
65,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6d91d297-839e-4deb-aab2-058b427f58bb,no_churn,0.02048975,0,no_churn,-0.0856890899025074,-0.0061075681073998,-0.0331128650451501,-0.0404709038659348,-0.074063469507173,0.0324361798718018,-0.0191167181793571,-0.0229017168296377,Male,58,No,Yes,Unemployed,Suburban,College,1672812000
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1bc4331a-ffa1-4152-a0aa-79191e14e9c6,churn,0.44525945,1,churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Male,72,No,No,Employed,Urban,Bachelor,1672812000
34,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b5325dcc-d554-4094-ac35-53edf46c30a2,no_churn,0.043526094,0,no_churn,-0.0940123708960891,-0.0084189655765294,-0.0232995847279016,-0.0965672449632074,-0.0274747237415613,0.0320231000933381,-0.033091609169005,-0.0181847528316939,Female,79,No,Yes,Unemployed,Suburban,High School or Below,1672812000
3,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,ae75c1e9-f480-463d-af3a-97a0198b7dfd,no_churn,0.5271936,0,no_churn,0.117189913605155,-0.0068580273731276,0.0143552925438234,-0.144648401127342,0.0368217257359174,0.0993939368973678,-0.0470795709900903,-0.0610532779300228,Male,29,No,No,Unemployed,Suburban,High School or Below,1672812000
28,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,ff91763c-694d-4cb1-b483-0671219228ab,no_churn,0.020453067,0,no_churn,-0.0617343560780682,-0.0073996049491688,-0.0148171785673912,-0.0273426694799309,0.0090584770396526,-0.0801461474670213,-0.0443229328021698,-0.042321740741936,Male,49,No,Yes,Employed,Rural,High School or Below,1672812000
24,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,5afdca7f-8cfb-4383-8458-269a6200df4e,no_churn,0.039599035,0,no_churn,-0.0308318502309066,-0.0051652327577357,0.0267833723883177,-0.0101401787516351,0.0056981728912796,-0.158572180222754,-0.0341031662520435,-0.0626950890670195,Male,61,Yes,Yes,Disabled,Rural,College,1672812000
11,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b01c0c28-df1b-4321-9c26-3a0a45f79bae,no_churn,0.059035424,0,no_churn,0.0165029124394231,-0.0083173733558942,0.024093759858888,-0.206930172173215,0.0530149317532414,0.068805768158154,-0.0547792847520213,-0.0614166929369639,Female,65,No,Yes,Retired,Suburban,High School or Below,1672812000
66,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,7974d9aa-5001-4e21-932d-96caaef650f7,no_churn,0.0061994297,0,no_churn,-0.0272905725936107,-0.0032692634649174,0.0106829276758344,-0.05085129652256,-0.0005376898601389,-0.139755955041042,-0.0260441149368671,-0.0269601877715103,Female,61,No,Yes,Employed,Suburban,College,1672812000
71,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,801d7c9a-a0af-4b5e-8a38-223ca74ed8ac,no_churn,0.001378673,0,no_churn,-0.0699393872593555,-0.0034220957183788,-0.0091480118228128,-0.0305604376317251,-0.0185571559423169,-0.101297590729064,-0.0109259133116393,-0.0251755602414232,Female,46,No,Yes,Employed,Urban,Bachelor,1672812000
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bf8b8fc3-5b73-47eb-a540-b235b84220cd,no_churn,0.54445326,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Male,64,No,No,Employed,Urban,High School or Below,1672812000
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a64abcce-3552-4ecd-9b3d-91f67ae1bc11,no_churn,0.0048126359999999,0,no_churn,-0.0922121903504285,-0.0058160800093901,0.009917119392976,-0.0121141608069592,-0.132585653503875,0.0352037582874891,-0.021754560917434,-0.0163310506918242,Female,25,No,Yes,Employed,Rural,High School or Below,1672812000
71,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,2a440133-2e47-40ca-9add-2708c67f1e0f,no_churn,0.002985232,0,no_churn,-0.058155640932473,-0.003282948284941,-0.010206971296825,-0.0182029242101134,-0.0106858769631571,-0.142637856166202,-0.0105815483582819,-0.0152723854258329,Female,49,No,Yes,Unemployed,Suburban,Bachelor,1672812000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,16ef9349-b27e-41b0-b986-4bd1b2e3da82,no_churn,0.24639481,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,29,Yes,Yes,Unemployed,Urban,High School or Below,1672812000
22,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,417ad0f9-d550-4d55-962b-0a4d09c98c5d,churn,0.2540451,1,churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Male,26,No,No,Unemployed,Urban,College,1672812000
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9d690c37-0b08-4855-bb30-b8fb6e653674,no_churn,0.38245523,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,80,No,Yes,Unemployed,Suburban,Master,1672812000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4243a4b3-dced-417d-b20a-b7c5dcc2e867,no_churn,0.065126106,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,48,Yes,No,Employed,Suburban,College,1672812000
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,85b84a7e-0a27-4dc0-a0e0-7fcd9137cb46,no_churn,0.037775345,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Female,42,No,Yes,Medical Leave,Suburban,High School or Below,1672812000
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9a03f883-af28-4e2e-abff-3a4e7ccc8fd4,churn,0.2936945,1,churn,-0.0860099105183917,-0.0136266317766603,-0.0199907035270189,-0.0903977639372624,0.0207897824298015,0.0665653166078937,-0.0681881572153542,-0.0781680830774303,Male,22,Yes,Yes,Employed,Urban,Bachelor,1672812000
48,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ec451a3-a1fe-4d8c-aefe-f3027aa92faf,no_churn,0.0496909129999999,0,no_churn,-0.0149871990681549,0.0012863216780533,0.0876333795515893,-0.0097618047557443,0.086568582630698,0.0973741942523975,-0.0089846596353163,-0.0082891634847692,Female,75,No,Yes,Unemployed,Rural,College,1672812000
22,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,49196a91-c28c-4d50-883d-95e49803f1c9,no_churn,0.26373577,0,no_churn,-0.141744764766445,0.0271369879991016,-0.0111439835933788,-0.0294951389442121,0.0218424151441468,0.058206174891161,-0.0406077532513927,-0.0432200886833379,Male,32,No,No,Medical Leave,Suburban,College,1672812000
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,20531dff-924b-4d52-aa17-ecff9f2cf2c6,churn,0.21200044,1,churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Female,40,No,No,Medical Leave,Suburban,Doctor,1672812000
12,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,28a408ea-1599-4d32-a3d3-366b771eff6d,no_churn,0.10626707,0,no_churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Female,30,No,No,Unemployed,Rural,Bachelor,1672812000
8,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,559c487c-c8fa-410f-8fdf-44f735a1e187,no_churn,0.33653796,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,25,Yes,Yes,Unemployed,Rural,Doctor,1672812000
7,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bdebde4f-a11d-49ce-b272-1ebc91d66b3e,no_churn,0.35832188,0,no_churn,-0.0841092957961927,-0.0046852015686818,0.0006189757252468,-0.117864995164095,0.0196362009534459,0.0598313123058142,-0.0687543292158898,-0.0736988188863051,Male,35,No,No,Employed,Suburban,College,1672812000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bb3c877b-c62a-44ba-a9ee-6223932ea79d,no_churn,0.3294307,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,80,No,Yes,Unemployed,Suburban,College,1672812000
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b6f6a2d3-15ca-4fb6-8484-a2aa4e40e213,no_churn,0.0025882046,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Female,44,No,Yes,Employed,Suburban,College,1672812000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bf1bf231-2e85-4a63-99de-4f1e9817b8f3,no_churn,0.30501375,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,80,No,No,Employed,Suburban,College,1672812000
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,981159f9-658d-4d94-8775-adad5df6c359,no_churn,0.0079789655,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Female,55,Yes,Yes,Unemployed,Suburban,College,1672812000
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,50f50b6e-7fae-45a2-99be-f16c0db05e0d,no_churn,0.123848066,0,no_churn,0.104645721635188,-0.0083058418455584,-0.0201628864512349,-0.088874697084193,-0.0468476858687608,0.0829323964433933,-0.0491734718568659,-0.0723277048785894,Female,60,No,Yes,Employed,Suburban,Bachelor,1672812000
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4e6262bb-cea5-44a2-9a79-ba43c530ee6f,no_churn,0.010001014,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Female,45,No,No,Unemployed,Rural,Master,1672812000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3125e92-6ad0-4c37-bc39-9031101303d9,churn,0.49483657,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,60,Yes,No,Employed,Suburban,Bachelor,1672812000
27,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,1a28a496-7f1e-4d36-8c4c-52fa87eedf51,no_churn,0.02441017,0,no_churn,-0.0430800164549327,-0.0037705138693127,-0.0185975335873263,-0.0300150148313514,0.0130039550744731,-0.10248380361676,-0.0399205964476095,-0.0441626300255484,Male,39,No,Yes,Employed,Suburban,High School or Below,1672812000
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4689b445-2675-43c3-a402-4c2471ab44ad,no_churn,0.262038,0,no_churn,-0.0619198506640987,-0.0057941890840629,0.0470482736951453,-0.0716529104372602,-0.0321101488921522,0.0805304530545527,-0.0629735205481665,-0.0721542567589267,Female,55,No,No,Employed,Rural,College,1672812000
30,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,defa8578-56cd-49c7-9752-2500994086b6,no_churn,0.0131788505,0,no_churn,0.138579048439242,-0.0048931426134913,0.0386638271690026,0.0932840216604927,0.0662221584244616,0.110773316464656,-0.0274726470375935,-0.0341827301260127,Male,75,No,No,Employed,Suburban,High School or Below,1672812000
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,adbf61c0-a187-4c7d-a41b-7f21092f4db5,no_churn,0.1660506,0,no_churn,0.0178654369620198,-0.0072588299265044,-0.118955401215626,-0.14222616350613,0.027698098746232,0.0593481954684648,-0.0468802862455777,-0.0586171995048061,Male,79,No,No,Employed,Suburban,Master,1672812000
62,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5212078-86e5-49b4-a2ed-b0a1f4543e8a,no_churn,0.0049836645,0,no_churn,-0.100780400460535,-0.004271214217133,-0.0131214721660035,-0.0236517970109889,-0.0143496947674793,0.0430604077768748,-0.0468867144862633,-0.0490252663151841,Female,36,No,Yes,Employed,Rural,High School or Below,1672812000
2,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6473f6ef-1538-4e51-82af-10970dd2ed2a,no_churn,0.54987216,0,no_churn,0.22183124821855,0.153174818897087,0.0721517998411809,0.0274313188855103,0.0305375740981799,0.161350421206748,-0.0252509638096808,-0.0308378591581367,Male,52,No,No,Unemployed,Suburban,College,1672812000
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c33deb91-f45a-4166-9823-9f6011d4addd,no_churn,0.25231534,0,no_churn,-0.058536786772338,-0.0053885930786964,-0.0186938588558859,-0.0613051777694181,-0.0473255809368038,0.0473433416239731,-0.0505139986814629,-0.0546054972642923,Male,70,No,Yes,Employed,Rural,Master,1672812000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,875c79dd-4161-4a20-b910-e20ae84425d7,churn,0.6599781,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,68,Yes,No,Employed,Rural,College,1672812000
16,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,20ba61be-e046-4868-afaf-b35fb08a4eec,churn,0.15057342,1,churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Male,44,No,No,Employed,Suburban,Master,1672812000
16,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5c89c74e-8cf7-408b-a20c-94e5892a2919,churn,0.30783147,1,churn,0.0635024438729124,-0.0029567171904091,0.0059521956040407,-0.0535279209800501,0.0451332327869749,0.083716826033924,-0.0469842395451269,-0.0413143497236706,Male,57,Yes,No,Employed,Suburban,College,1672812000
28,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f9ef96a-feab-4c8b-b113-3069eb68d864,no_churn,0.15538813,0,no_churn,-0.108946141301221,0.0944195973898149,0.0275272327631637,-0.0173900221673193,0.0025343539303503,0.081461117218746,-0.0279736360096512,-0.030658651073636,Female,55,No,No,Employed,Urban,Doctor,1672812000
13,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,65251b53-f408-4dae-9cd7-3c693aa9d9f3,no_churn,0.295719,0,no_churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Female,45,No,No,Employed,Urban,High School or Below,1672812000
52,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bd249811-b447-47d7-a703-83a3b016beeb,no_churn,0.017612828,0,no_churn,-0.0556147162001798,-0.0027398695200827,-0.0710780185724797,-0.0493664863496087,0.047246332086288,0.0576681547306452,-0.0366468693573369,-0.0584946773771116,Female,78,No,Yes,Employed,Urban,College,1672812000
25,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fd75628a-3eb6-439f-8a3a-af285ca61663,no_churn,0.047767606,0,no_churn,-0.0675932197259499,-0.0065429991103883,-0.0333641284324221,-0.104445415954451,0.0203348340632692,0.0352935298300144,-0.0530476315822124,-0.0496611205143199,Male,47,No,Yes,Unemployed,Suburban,College,1672812000
62,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c15ff03-ce71-4097-ab97-b3626e298f67,no_churn,0.019512752,0,no_churn,-0.106852996430689,-0.0041257743049573,-0.0353302849548435,-0.008115303979157,0.0052987498783932,0.0497696348736644,-0.0364290431507561,-0.053241132727835,Female,78,No,Yes,Employed,Urban,College,1672812000
24,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,94444795-2b50-4205-b8be-ad6127d3f63c,no_churn,0.13393883,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Female,79,No,Yes,Employed,Suburban,Master,1672812000
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,077e2739-c257-4e30-8137-0cc95136ce59,no_churn,0.15760368,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,24,Yes,Yes,Employed,Suburban,High School or Below,1672812000
36,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a5a7143b-f554-42d7-bb79-eb4b444c6dba,no_churn,0.3960853,0,no_churn,-0.229732177642682,-0.0060026363717861,-0.0627388313787196,-0.0512300093619069,-0.0134421900699999,0.042759351231316,0.0202589809894379,0.0361013594829637,Female,64,No,Yes,Employed,Suburban,High School or Below,1672812000
55,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3765c26b-8ffa-4270-a048-358d105afaec,no_churn,0.2713916,0,no_churn,-0.128512273963606,-0.0042978597430555,-0.0421089373307222,-0.0440408479113648,0.0693453748681531,0.0362380074422981,-0.0126448960490415,0.0169952834310242,Female,78,No,Yes,Employed,Rural,Bachelor,1672812000
20,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ba151d10-d926-4d63-851a-d1927499f0fd,churn,0.8168803,1,churn,0.0504620670837812,-0.0032113210714305,0.0955938843824515,-0.0105444309027006,0.128404776090065,0.129951181263714,0.143122105426955,0.13719559263438,Female,26,No,No,Employed,Suburban,College,1672812000
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6bd70e89-c29a-46d4-9fb6-8b48828e3ebc,no_churn,0.012400872,0,no_churn,-0.0888679454632415,0.0004140714108666,0.0469375664046424,0.0784975225393532,0.104284359967032,0.136951092755594,0.096850324625866,0.0940735304393365,Female,61,Yes,No,Employed,Rural,Bachelor,1672812000
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,74ad3f24-6d21-43c7-a4f0-51b4f005b070,no_churn,0.67362887,0,no_churn,-0.0301380587705443,-0.0003536363527746,0.0517686688999765,0.100202966517536,0.12587757981606,0.120076089666636,0.175137310921182,0.0684029420581828,Female,56,No,No,Employed,Suburban,High School or Below,1672812000
34,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5b64c2b6-3f3e-4074-9b23-1402eee4fb47,churn,0.6486161,1,churn,-0.0227327055265504,-0.0007245197915835,0.125608619521681,0.0851202918440503,0.0983039000171993,0.128578486313436,0.113701126878696,0.110729302531854,Female,25,Yes,No,Unemployed,Rural,Bachelor,1672812000
13,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2b5e2352-7ae2-4458-9cf5-35477888eea3,churn,0.6807155,1,churn,-0.0155682724841699,-0.0021854796035404,-0.0420590759164861,-0.185053138296744,0.0581723946295642,0.0787359667641248,0.050473110771818,0.0904583420235394,Male,24,Yes,No,Unemployed,Suburban,College,1672812000
23,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6c098616-1171-4340-bf29-16d5b4f93a03,no_churn,0.22793505,0,no_churn,-0.208403339992601,-0.0092096043926358,-0.131635162198709,-0.0161205255300592,0.0521924330447654,0.016902178405835,0.0406827099202382,0.0465651590808192,Female,47,No,Yes,Employed,Suburban,Bachelor,1672812000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,0f12700b-e42c-4743-8974-db77c6a66c11,churn,0.46183255,1,churn,-0.0872472555291824,-0.0039484918374728,0.0041250379548728,-0.0184996408672668,0.0329322523496193,0.039680549341283,0.0322052688050462,0.0748451794484208,Male,62,No,Yes,Employed,Suburban,High School or Below,1672812000
8,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b4360b14-612f-472c-803d-f1694428ee5c,churn,0.7236574,1,churn,-0.0498606280304056,-0.0051260093649398,0.0076344681470527,-0.118629299618619,0.0851242315972103,0.0813465256700874,-0.0452456881050602,0.0775397729760425,Male,45,No,Yes,Employed,Rural,High School or Below,1672812000
29,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d4301ed3-caea-43cb-8262-7ca1d0bb88a9,churn,0.72852486,1,churn,-0.182243991801333,-0.0044693432966778,-0.0042940975969122,-0.141527498486485,0.0217798907648466,0.0555027292674094,0.0090527284334712,0.0671734308369468,Female,22,No,No,Employed,Rural,Bachelor,1672812000
31,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3b647789-930e-429d-8157-9a9f206a1f5e,churn,0.6408407,1,churn,0.0592509700560458,-0.0032593910940704,0.0913371032512259,0.0299128238932098,0.164485474690664,0.0882706205393697,0.152111486251197,0.111531439482642,Male,77,No,No,Employed,Urban,College,1672812000
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,c6023f27-d6ed-44d4-b047-44263f83e19f,churn,0.78865767,1,churn,0.152877954029609,-0.0052489550821519,0.0417478584767559,0.0125175184075214,0.128538128399832,0.126614837906418,0.125098866693916,0.128827647536164,Female,37,No,No,Unemployed,Suburban,College,1672812000
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d86b4d35-de0f-4107-8fdb-939ecd5c815a,churn,0.92663306,1,churn,0.28576325065625,-0.0058190515033993,0.0225769700165892,-0.0226332648363313,0.10749517364311,0.146923640928599,0.0959087346455999,0.100758397041773,Female,51,No,No,Unemployed,Suburban,Master,1672812000
28,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,fa4b1e1a-44f1-4eb2-b23c-922d10381778,churn,0.17340276,1,churn,-0.0411958884211708,-0.0020971554385687,-0.0998010538516609,-0.0124516247893188,0.0332055553129976,-0.0820878712035664,0.0372853425535868,0.0681165448054525,Male,55,No,No,Unemployed,Suburban,Bachelor,1672812000
17,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,71db5411-4fae-4fb8-a662-cf8d131742dd,churn,0.42260024,1,churn,0.114859702811773,-0.0042776085656441,-0.0290779795569324,0.0084470129225883,0.114534969904416,0.10672786244224,0.133770066390371,0.0971009392499036,Male,75,No,No,Unemployed,Suburban,Bachelor,1672812000
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b138e0bc-8c0c-4921-be2c-f689e50c2eb6,no_churn,0.60947835,0,no_churn,-0.0291133224578698,-0.006427148306866,-0.10344513162092,-0.0122065538833521,-0.0203492535362602,0.0575459260086609,-0.0720151606529907,-0.04701550764903,Male,76,Yes,No,Unemployed,Suburban,College,1672812000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,64607f90-0e88-421c-ae25-896818c5f8a0,churn,0.85818934,1,churn,0.100840801609656,-0.0019263738755398,0.130669963886648,0.0208634934348629,0.0675531155518001,0.141734045685771,0.0074887515014961,0.0516461639045337,Male,79,No,Yes,Employed,Suburban,Bachelor,1672812000
28,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6804fc6e-a370-4ab8-b983-bb7fa2254362,no_churn,0.2320612,0,no_churn,-0.101184238875576,-0.0035441955110582,-0.130805366434515,-0.0924153491563993,0.049389510458277,0.0627445727082158,0.0272426643745711,0.0195462511826735,Male,43,Yes,No,Employed,Rural,Bachelor,1672812000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4dbbbc6c-d5a3-4558-8e6d-412fa90acec5,no_churn,0.63791126,0,no_churn,-0.0510016338137484,-0.0064025696553289,-0.13102742253026,-0.0241855000945724,-0.0366295341943805,0.0580935481802225,-0.0568811358947641,-0.0109919043407535,Female,54,No,Yes,Medical Leave,Suburban,Bachelor,1672812000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3e9b980e-0211-48f1-8c63-52927c190a7e,churn,0.81246024,1,churn,0.195450942286052,-0.0023992554105279,0.0493881414187853,0.0463963990265165,0.076285516857979,0.164607026064914,0.120709748905847,0.0805353362188816,Male,24,No,Yes,Employed,Rural,High School or Below,1672812000
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f4dcacb1-31b9-45b3-a0fb-87357194573c,churn,0.59830964,1,churn,-0.21237786204013,-0.0034742006718443,0.0437033484697622,-0.0039537361231487,0.0057866830820057,0.0565002071794515,-0.0909556522557704,-0.0159216057462799,Male,35,No,No,Unemployed,Suburban,Bachelor,1672812000
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0d461f7b-eb71-48d8-8e58-b25267fbee87,churn,0.3128343,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,68,No,Yes,Employed,Suburban,High School or Below,1672812000
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7f634353-87ec-4b5b-8984-508029ca4a55,no_churn,0.16416833,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Female,34,Yes,Yes,Employed,Rural,Bachelor,1672812000
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9a0e126c-4b8f-4ec2-96b9-e6097b02c923,no_churn,0.54876643,0,no_churn,-0.202230725927748,-0.0034604697977374,0.0292869976651763,-0.0768591100109915,0.0288970926080401,0.0354260854800213,-0.0033338323725547,-0.0136212351936956,Male,37,No,No,Unemployed,Suburban,High School or Below,1672812000
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,70fb7846-7689-4acb-ac56-17e511f272af,churn,0.7371859,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Female,51,No,No,Disabled,Urban,Doctor,1672812000
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,421dff1d-d1ea-4625-8d93-58d3983ae450,churn,0.64124256,1,churn,0.139772688874195,-0.0028218852629288,-0.0417809144479997,0.0192830842147941,0.0813032548378396,0.148109085489796,0.0468570225021721,0.069561044905854,Female,64,No,Yes,Unemployed,Suburban,Bachelor,1672812000
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3e2fb096-b67e-44ef-9217-d944ec046245,no_churn,0.21955325,0,no_churn,-0.0858322118093838,-0.0020607548352199,0.0155154117004076,0.050640581763364,0.045311682596166,0.090737888354015,0.0002622751576654,-0.0136010208192601,Male,53,No,No,Employed,Suburban,College,1672812000
56,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,0b7d4129-5759-4a2d-8461-965c43f8573d,no_churn,0.15731245,0,no_churn,-0.0415347654766992,-0.0025897056759458,0.0427382592159574,0.0278166807562229,0.0833615213036409,0.0762942033556828,0.0661036105455969,-0.0112159503617476,Female,43,No,No,Retired,Suburban,Bachelor,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,64a4fdec-7c5e-4d27-85f8-d7995575c2ef,churn,0.2386074,1,churn,0.138180435841841,-0.0016973123841125,-0.0224454076405163,0.108437865678516,-0.0204996745365315,-0.0274409686240142,0.116640810923291,0.0997981010114381,Male,36,No,Yes,Unemployed,Rural,Master,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,83bec071-12d6-428e-b559-77b26b24dd44,churn,0.8822181,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Male,29,No,Yes,Unemployed,Suburban,Bachelor,1672812000
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,db6dbf53-d5fd-44ca-b8f6-161a4b608b50,churn,0.34476623,1,churn,-0.256789881099621,-0.0022438365488551,-0.0166779053722029,-0.0629815762671614,0.0215583706256529,0.0613922512952694,-0.046144032512393,0.0628604567455659,Male,28,No,No,Unemployed,Urban,College,1672812000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9038af80-305f-4321-be9a-7bdfc83eac12,churn,0.8380956,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Male,79,No,Yes,Medical Leave,Urban,High School or Below,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c73b48cb-32cd-44bd-a456-67f297c0a3d4,churn,0.88269573,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,35,No,No,Employed,Rural,College,1672812000
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c5cf3434-de89-41e2-9fb5-586fa16daec3,no_churn,0.19784324,0,no_churn,-0.303627033243292,-0.0033448333572732,-0.0407594173155075,-0.0329453564760888,0.0123908037782075,0.033911819560285,0.0301632035241436,0.0351846616302827,Male,60,No,Yes,Unemployed,Suburban,High School or Below,1672812000
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f5627271-1c31-4776-ba0f-ade3c3484d05,no_churn,0.61103755,1,churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Female,49,No,No,Employed,Suburban,Master,1672812000
56,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,c3acc5ed-d41d-4d56-9524-0a0f7172f26d,no_churn,0.260749,0,no_churn,-0.0313889850353825,-0.0038548623716815,0.0238667923539378,-0.068328064046409,-0.0314069066391857,-0.200471930524018,0.052375301203383,0.0401825008575178,Male,28,No,Yes,Employed,Suburban,High School or Below,1672812000
47,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,4333e294-b724-4ace-9eeb-0a868aeac39a,no_churn,0.26290736,0,no_churn,0.0644057483569304,-0.0023079098348898,-0.0264797132263629,0.0559046586752083,0.114928515084139,0.103113018540353,0.034525183617934,0.0568843504729011,Male,75,No,No,Medical Leave,Suburban,High School or Below,1672812000
45,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,188939c2-25bb-4dc0-86fe-028c2010e7a7,no_churn,0.1592025,0,no_churn,-0.148741361983612,-0.0035059404314961,0.023161629723454,0.0187787358042714,-0.0447095886257739,-0.140712915248369,0.0065594095340748,0.0376438792490262,Male,71,No,Yes,Unemployed,Suburban,Master,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2dd0b2a1-6c30-4047-801b-e7b36979e366,churn,0.86824965,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,35,No,Yes,Unemployed,Suburban,College,1672812000
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5ebca1ff-bf37-46f6-9194-3c94c6e2c667,no_churn,0.3236068,0,no_churn,0.20334686058155,-0.0013519813869061,-0.0262697934035804,0.0455462101048033,0.128501406370087,0.164957719162612,0.118620785753646,0.0789559833237399,Female,47,Yes,Yes,Employed,Rural,High School or Below,1672812000
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,878c9e0d-6b31-4cd9-af16-aa0f71d8e6ab,no_churn,0.17996758,0,no_churn,-0.121386461380189,-0.0019129688298926,0.0708569329871988,-0.0043930902611828,0.0859569150630886,0.0651897292199919,-0.0406976238269999,-0.0234088125556991,Female,27,No,No,Employed,Suburban,High School or Below,1672812000
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f6d90027-4ca8-47c0-9092-0826b359bd56,churn,0.6141337,1,churn,0.178349407054957,-0.002785498956764,0.0264676671872621,0.042644468078106,0.106936447794069,0.156118588438167,0.145335634526864,0.0679071444574401,Male,31,No,No,Medical Leave,Urban,High School or Below,1672812000
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29aa167e-141e-4dd1-86f0-330b761d7c8f,no_churn,0.5075413,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Female,76,No,No,Employed,Rural,Bachelor,1672812000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7fc53fcb-8abb-4294-9559-80fd7bc29f9b,churn,0.4335299,1,churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,68,No,No,Employed,Suburban,Bachelor,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2796b13-a511-4c6a-aba8-d7575fc0ad07,no_churn,0.56720537,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,26,Yes,No,Unemployed,Suburban,Bachelor,1672812000
44,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e96c16d-87ea-43bf-b1d2-7c096624aa9b,no_churn,0.21501186,0,no_churn,-0.21790306037763,-0.0051135269100268,-0.0726777462827885,0.0335458000408561,0.0026359465965106,0.0343075710786797,-0.019418073874749,-0.0244030600825317,Male,78,No,Yes,Unemployed,Suburban,Bachelor,1672812000
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,064a2447-b38d-4f1c-8fb9-3f7acb672eef,no_churn,0.06606453,0,no_churn,-0.198403172116819,-0.0040427815598559,0.0307451330072399,0.0245059451791166,-0.0118277738306187,0.0530707641951039,-0.0068371949322954,-0.0053954226944279,Male,33,No,Yes,Employed,Suburban,High School or Below,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,769b7e9d-d778-4011-a0dd-68a2c817f22f,churn,0.48443654,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,39,No,No,Employed,Rural,Bachelor,1672812000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,200eea25-5a11-408c-88d2-cfa63c957572,churn,0.68684226,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,74,No,No,Retired,Rural,High School or Below,1672812000
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aad8c565-d240-4f95-9128-b382ac29ba39,no_churn,0.4147289,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,47,Yes,No,Unemployed,Rural,College,1672812000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e3033a86-f03f-4cc1-b790-fb8e1c8999c6,no_churn,0.52144,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,31,Yes,No,Disabled,Suburban,College,1672812000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bf425feb-49b2-491f-9974-68b66bef8a94,no_churn,0.47008193,0,no_churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,62,No,No,Employed,Suburban,College,1672812000
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f4fe75c-77f7-4468-9e1f-c80ab4039de9,churn,0.3952789,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,28,No,Yes,Retired,Urban,High School or Below,1672812000
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,54d0ee7b-d857-4d43-9832-deb739da0784,no_churn,0.2527191,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Female,43,Yes,Yes,Employed,Suburban,Bachelor,1672812000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,45dc8c40-61cc-42c5-98df-6fee292e738a,no_churn,0.5973206,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,47,Yes,No,Unemployed,Urban,College,1672812000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,84cfb014-fd5d-42bc-a54a-d80607b6f074,churn,0.5705199,1,churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Female,33,Yes,Yes,Unemployed,Suburban,Master,1672812000
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,245d1fe4-e579-4acf-983c-13a80faf0619,no_churn,0.7039566,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,55,No,No,Employed,Urban,Bachelor,1672812000
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0772f96c-d9be-4478-98ec-65873dc93840,churn,0.47108644,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,49,Yes,No,Employed,Urban,High School or Below,1672812000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2e1fe634-5e40-453b-99bc-545c8527a496,churn,0.9201852,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,27,No,No,Employed,Urban,College,1672812000
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f5d4b5e8-91fb-4014-befc-2d225b36290f,churn,0.4346822,1,churn,-0.123674579317894,-0.0031219617692477,0.0684470034906007,0.0635545280058067,0.0451992422121838,0.0899869103807032,-0.0131617587693108,-0.0401488026430979,Female,46,No,No,Employed,Suburban,Doctor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dc67bdf6-64ad-434b-8214-d10020588ac3,no_churn,0.76724035,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,42,No,No,Employed,Suburban,High School or Below,1672812000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d34df3af-1ed2-4db9-81bf-96f8b77e2b20,no_churn,0.6941168,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,47,Yes,Yes,Employed,Suburban,Bachelor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0186ab66-aaf4-4daa-9769-d848016b8d41,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,52,No,Yes,Employed,Suburban,Bachelor,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e9c0fc5f-46cf-4680-95d7-56b5f64f80d8,no_churn,0.08487406,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Female,42,No,No,Unemployed,Suburban,College,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3f21182-245e-4a94-8e85-e96aa577ed60,churn,0.87906355,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,26,No,No,Employed,Rural,Bachelor,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2f3282f6-c034-4ee7-bfa0-a91263929458,churn,0.33074126,1,churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Female,44,No,No,Employed,Suburban,High School or Below,1672812000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e171047e-2919-481c-a6b5-0abb33825fe2,no_churn,0.38187993,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,59,No,Yes,Unemployed,Suburban,Bachelor,1672812000
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,58a9a525-d97d-4e63-9426-63fe220b2bb4,churn,0.4799714,1,churn,-0.136845008376044,-0.0031616279803529,0.0738014654319249,0.0174931920513699,0.0610184745216611,0.0714242741147745,-0.0144474559036825,-0.0517181896020611,Male,73,No,Yes,Employed,Urban,Bachelor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,070e4fc3-e24b-49b5-881f-932c47599eab,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,33,No,Yes,Unemployed,Suburban,Bachelor,1672812000
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a481f9fd-59e2-4cfc-8380-6fd0b6cfd6e8,no_churn,0.25453746,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Female,37,No,Yes,Employed,Urban,High School or Below,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,10c7c1ec-4e6e-4e63-9a19-a996cdf6bfbc,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,26,No,Yes,Employed,Suburban,Bachelor,1672812000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,883bc901-f5a4-43b4-ab41-3c7ef09a9005,no_churn,0.40219003,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,51,Yes,Yes,Employed,Suburban,Bachelor,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ff005aa8-1710-4b09-bd60-24103fc5db28,churn,0.7309507,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,45,No,Yes,Employed,Suburban,College,1672812000
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d2d4741-b184-4bd2-a2d7-7070ba089793,no_churn,0.4182854,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,74,No,Yes,Unemployed,Suburban,High School or Below,1672812000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5edcd28b-f585-4d59-80dc-e7c2fbda234d,no_churn,0.4995786,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,70,No,No,Employed,Rural,High School or Below,1672812000
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad299348-b501-4dd1-b440-f97d5448689a,no_churn,0.5695883,0,no_churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Male,35,No,No,Medical Leave,Urban,College,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5ff0078b-6298-46b2-9653-d45c455ea929,churn,0.8782551,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,72,No,No,Employed,Urban,College,1672812000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,856a55bd-f612-47d8-806a-1a91dace9313,churn,0.5961847,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,59,No,Yes,Employed,Suburban,High School or Below,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1cc72905-27fa-4a48-bce3-a42512b871e7,no_churn,0.53919935,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,31,No,Yes,Employed,Suburban,Bachelor,1672812000
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c68fc8c7-f88d-4bb5-841f-ff0e23438c81,no_churn,0.117610134,0,no_churn,-0.123674579317894,-0.0031219617692477,0.0684470034906007,0.0635545280058067,0.0451992422121838,0.0899869103807032,-0.0131617587693108,-0.0401488026430979,Female,62,No,No,Unemployed,Suburban,College,1672812000
72,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,c4d27b0a-b0ca-4e9d-a3ed-f2ed842d73be,no_churn,0.0040287776,0,no_churn,-0.0841645231691745,-0.0039519517497137,0.002304315173269,-0.0197736891835666,-0.0562808058421251,-0.143697027857979,0.0122678359369638,0.0242696939256438,Female,60,No,No,Unemployed,Rural,Master,1672812000
24,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,c5f6e9cd-ae86-4b41-923d-582fb9220168,no_churn,0.13636732,0,no_churn,-0.0114635580671711,-0.0027967216662,0.087196627525991,-0.022735043209559,0.0377219669822079,0.0993577512383854,0.114124895100749,0.0750679392693837,Male,62,Yes,No,Employed,Suburban,Bachelor,1672812000
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4f8b1198-c40e-4fe6-a67d-0de70a92d9ee,no_churn,0.23298864,0,no_churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Male,38,No,No,Employed,Suburban,Bachelor,1672812000
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9f79eb03-7eb4-4ae3-a67c-fe57ccc887a8,no_churn,0.0079789655,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Female,52,No,Yes,Employed,Suburban,Bachelor,1672812000
68,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,1dd469a2-94ab-48c1-89eb-90510116a9eb,no_churn,0.067417555,0,no_churn,-0.0967176896260298,-0.0024839345736836,-0.0284382707431905,-0.0443167065213492,-0.104625812546747,0.0436202935736218,0.0253420957783419,0.0152605419805877,Female,54,Yes,No,Employed,Suburban,Bachelor,1672812000
39,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,f5f2c527-cd8f-4d5c-a674-2ee91b4d98a2,no_churn,0.49792162,0,no_churn,-0.0218324937042416,-0.0017159086006358,0.0087194865508354,0.0367355610043341,0.018926624049327,0.0963713336194268,0.123047913768878,0.0507213375323408,Female,31,Yes,Yes,Unemployed,Suburban,Master,1672812000
39,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9dcbbc4d-f9be-468e-9d61-15b6facbac13,no_churn,0.03900362,0,no_churn,0.059482950290112,0.190932720304027,0.0843239134441591,0.0260857380630022,0.048267112172507,0.130707148306901,0.0103819244949045,0.0207923525479782,Female,42,No,Yes,Unemployed,Rural,High School or Below,1672812000
34,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,34434fc4-b882-43fc-a6b8-0bc7ad3010f5,no_churn,0.043526094,0,no_churn,-0.0940123708960891,-0.0084189655765294,-0.0232995847279016,-0.0965672449632074,-0.0274747237415613,0.0320231000933381,-0.033091609169005,-0.0181847528316939,Male,63,No,Yes,Employed,Rural,Bachelor,1672812000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7e926277-12a1-4213-bf44-dcd2eb8f4b93,no_churn,0.52144,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,29,No,Yes,Employed,Suburban,High School or Below,1672812000
52,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,e10f53d0-377e-4d51-93ab-911d2a36ef7c,no_churn,0.0048126359999999,0,no_churn,-0.0648513047048527,-0.0034181399452972,0.0027307003897476,-0.0178390858116381,-0.0459407259867293,-0.112459787249772,-0.0136248549846823,-0.0136229552295844,Male,53,No,No,Employed,Suburban,Bachelor,1672812000
54,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,850952d6-60ac-40dc-9298-b9180ec51c64,no_churn,0.21280678,0,no_churn,-0.0939066433715925,-0.0075862044248424,-0.0410591917868259,-0.0122427512128342,-0.119020668780631,0.0242132366635269,0.0091344059774746,0.041441666344981,Male,57,No,No,Employed,Suburban,College,1672812000
34,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b027d8de-6229-4766-9d1e-e8a7a1273798,no_churn,0.09555272,0,no_churn,-0.182546092925367,-0.0115123965673944,-0.0368345679445622,-0.0374923447283379,-0.0177520503095217,0.0763352243970553,0.0154650159322352,0.0253110608159931,Female,57,No,No,Unemployed,Suburban,Bachelor,1672812000
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,34ce7ecf-f2e0-494d-b9d9-d109eda068a2,no_churn,0.020453067,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Female,43,Yes,Yes,Employed,Suburban,College,1672812000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3deffc1a-e1f1-45f0-b591-41472c224615,no_churn,0.260749,0,no_churn,0.019883272899342,-0.0033970857153508,0.091605737213913,0.0493750280423046,0.125572173345263,0.113616174020117,0.202662201537751,0.0876563585605981,Male,55,No,No,Unemployed,Suburban,Master,1672812000
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,48963bfc-083b-438f-b456-cf6725ff89b1,no_churn,0.54876643,0,no_churn,-0.202230725927748,-0.0034604697977374,0.0292869976651763,-0.0768591100109915,0.0288970926080401,0.0354260854800213,-0.0033338323725547,-0.0136212351936956,Male,44,Yes,No,Medical Leave,Suburban,Bachelor,1672812000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,42949283-1612-4974-a67f-16548105d763,churn,0.4335299,1,churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,49,No,No,Employed,Suburban,High School or Below,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7aa1125c-d04f-4f78-81fe-19e8afbff694,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,26,Yes,No,Employed,Suburban,High School or Below,1672812000
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,7c64d7bb-6d83-4209-bac5-dcdeed0d36dd,no_churn,0.2536831,0,no_churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Female,70,Yes,No,Unemployed,Suburban,College,1672812000
49,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,db219530-8d88-48fc-9d9c-b41d90e691ed,no_churn,0.065611854,0,no_churn,-0.095584477917273,-0.0040903457198146,-0.109098417956329,-0.0041907148111749,0.0286873301473315,0.0507751531506528,-0.0388086484127416,-0.0567160297237387,Male,79,No,Yes,Employed,Urban,Bachelor,1672812000
13,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,661b5e9d-1947-4817-abd1-4a01fe350473,no_churn,0.295719,0,no_churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Male,73,Yes,No,Employed,Urban,Bachelor,1672812000
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,80d9f810-b8c2-490a-9cd4-dbf86d7cef4a,no_churn,0.7039566,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,78,No,Yes,Medical Leave,Suburban,College,1672812000
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,76019382-54bc-4953-b27c-2a446bb38d66,churn,0.21200044,1,churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Female,53,Yes,No,Employed,Urban,College,1672812000
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,6244769d-06f0-46db-ab33-f6f918dd1162,no_churn,0.037775345,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Female,77,No,Yes,Employed,Rural,Bachelor,1672812000
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3d0afb35-7138-4ba8-9a5f-6a7bf9970634,no_churn,0.020453067,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Male,37,No,No,Employed,Suburban,Bachelor,1672812000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c4d43094-01b7-4f7d-888d-0955a2322775,no_churn,0.63791126,0,no_churn,-0.0510016338137484,-0.0064025696553289,-0.13102742253026,-0.0241855000945724,-0.0366295341943805,0.0580935481802225,-0.0568811358947641,-0.0109919043407535,Female,74,No,Yes,Employed,Suburban,Bachelor,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8d65e865-8d18-488b-9303-e16d8f960706,churn,0.7309507,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,44,Yes,Yes,Unemployed,Suburban,Master,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2b270564-ade4-4841-a895-ed296ad9f9d8,churn,0.88269573,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,44,No,No,Disabled,Rural,Bachelor,1672812000
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,72026a2a-f7a1-4af2-ad68-bb305a89f378,no_churn,0.63791126,0,no_churn,-0.0510016338137484,-0.0064025696553289,-0.13102742253026,-0.0241855000945724,-0.0366295341943805,0.0580935481802225,-0.0568811358947641,-0.0109919043407535,Male,69,No,No,Disabled,Suburban,Bachelor,1672812000
59,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,cc77e64b-6130-49a0-87a6-0d537bf43d34,no_churn,0.29994294,0,no_churn,-0.0022129566289697,0.131349686512032,0.0776685844061887,0.03612225818831,-0.0061327896647537,0.137391204132603,0.203782355068169,0.0730055184747584,Male,43,No,No,Retired,Suburban,Bachelor,1672812000
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,47864b01-56d7-4bbb-8be8-c0e9e085ee0d,churn,0.21200044,1,churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Male,24,No,Yes,Unemployed,Urban,High School or Below,1672812000
8,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,66adc7dc-4a3a-4268-b6a6-811788eed306,churn,0.7236574,1,churn,-0.0498606280304056,-0.0051260093649398,0.0076344681470527,-0.118629299618619,0.0851242315972103,0.0813465256700874,-0.0452456881050602,0.0775397729760425,Male,68,Yes,No,Employed,Suburban,Bachelor,1672812000
36,Yes,No,Low Speed,Phone_Support,One year,<50hrs,Active,eaa9820d-cf9a-42d0-bdb1-e08ba4343d95,no_churn,0.09194022,0,no_churn,-0.0756211335391344,-0.0006724404526175,-0.0188212046128865,0.0011540333940138,-0.0487583118475777,-0.0599703222504831,0.0186045674954766,0.0550586618395391,Male,59,Yes,Yes,Employed,Suburban,College,1672812000
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4558c58b-b9ed-4fa2-905d-5fd7e648465a,churn,0.3128343,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Male,25,Yes,No,Employed,Urban,Bachelor,1672812000
22,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,90d5a9bd-aff8-448e-8e5c-8849e2fba113,no_churn,0.26373577,0,no_churn,-0.141744764766445,0.0271369879991016,-0.0111439835933788,-0.0294951389442121,0.0218424151441468,0.058206174891161,-0.0406077532513927,-0.0432200886833379,Female,52,Yes,Yes,Employed,Suburban,High School or Below,1672812000
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad2666d0-a16e-4cf9-9806-a3c7b47ba1e6,no_churn,0.0079789655,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Male,55,Yes,No,Employed,Urban,High School or Below,1672812000
46,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,e78d6afc-7c7c-4f4a-92d4-59c52081cdda,no_churn,0.017207937,0,no_churn,-0.0823695955532639,-0.003093676226299,0.0008735462084587,-0.0207362812635256,-0.0397611193716511,-0.189430216594792,0.0399759641162381,0.0255152247510523,Female,38,No,No,Employed,Rural,College,1672812000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c89e9ee1-d0b3-440f-b489-d3d659b5b92d,no_churn,0.4995786,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,24,No,No,Employed,Rural,Bachelor,1672812000
11,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,33e142e3-64f7-4231-832e-2f573d65e1eb,no_churn,0.059035424,0,no_churn,0.0165029124394231,-0.0083173733558942,0.024093759858888,-0.206930172173215,0.0530149317532414,0.068805768158154,-0.0547792847520213,-0.0614166929369639,Male,79,No,Yes,Employed,Rural,High School or Below,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,377ec8b9-7c1f-49ee-9763-eee678d47cc3,churn,0.7309507,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,43,Yes,Yes,Employed,Suburban,College,1672812000
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,546c15b7-3f9b-41ef-ab03-282661c52af8,no_churn,0.67362887,0,no_churn,-0.0301380587705443,-0.0003536363527746,0.0517686688999765,0.100202966517536,0.12587757981606,0.120076089666636,0.175137310921182,0.0684029420581828,Male,48,Yes,Yes,Employed,Suburban,College,1672812000
63,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,886bffbd-e300-4f67-b435-b15ad463165c,no_churn,0.0114775739999999,0,no_churn,-0.0457525288408396,-0.0028354013793068,-0.0086153982409086,-0.0202200153129342,-0.0121325049023835,-0.146069481844279,-0.0129744929231492,-0.0204263276720121,Male,21,Yes,Yes,Employed,Suburban,High School or Below,1672812000
3,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,22d5e9e9-e5ad-48cc-86e6-cd52344c684c,churn,0.6094344,1,churn,0.245211355144356,-0.003322817795597,-0.0370596961964656,0.126144841373025,0.0091002984539591,0.112943029611088,-0.0231742310292793,-0.0250392535069113,Female,65,No,Yes,Unemployed,Suburban,High School or Below,1672812000
11,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b9843be8-4ddb-47cc-a709-8981a6d7665b,no_churn,0.19392747,0,no_churn,0.198507117814143,0.0035663072452734,-0.0301344191285079,0.06002460763837,0.0996351533111101,0.129396095896236,-0.0207205450686888,-0.02722578288789,Female,60,No,Yes,Employed,Rural,College,1672812000
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,45a655c6-afe3-4d7c-b8d3-97029d154d18,no_churn,0.0025882046,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,31,No,Yes,Unemployed,Suburban,High School or Below,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2677413e-7183-430f-80a7-246eddb265d0,churn,0.88269573,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,34,No,Yes,Employed,Rural,Bachelor,1672812000
34,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,48467a87-35f9-45fa-b6e9-929700bfbf88,no_churn,0.09555272,0,no_churn,-0.182546092925367,-0.0115123965673944,-0.0368345679445622,-0.0374923447283379,-0.0177520503095217,0.0763352243970553,0.0154650159322352,0.0253110608159931,Male,29,No,No,Employed,Suburban,High School or Below,1672812000
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b69db006-8de7-49a4-9a3f-1ed16a0b68bd,no_churn,0.2951934,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,63,No,No,Employed,Suburban,Bachelor,1672812000
24,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,838b19e3-b39a-46bd-beaf-cda89f852d95,churn,0.41484153,1,churn,-0.0778274899239113,-0.0049310277111726,-0.0937036884392728,-0.0423417665812667,0.072071448292063,0.0644809204848752,0.0584099768595842,0.0899821450620947,Female,49,No,No,Employed,Suburban,High School or Below,1672812000
48,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e189bafc-6f8f-4237-9bfd-572c7e5ac8a2,no_churn,0.0915467,0,no_churn,-0.0149871990681549,0.0012863216780533,0.0876333795515893,-0.0097618047557443,0.086568582630698,0.0973741942523975,-0.0089846596353163,-0.0082891634847692,Female,65,No,No,Employed,Suburban,Bachelor,1672812000
32,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,82d4d6c1-4991-495f-b354-97737f985949,no_churn,0.029943977,0,no_churn,0.0163690615058385,-0.0049476179722296,-0.021564607100463,-0.0803746871571093,0.0223253492775893,-0.125871901068476,-0.0246829179417909,-0.0302788319566025,Male,21,No,Yes,Employed,Urban,Doctor,1672812000
6,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,0783445a-0efd-428a-afc7-b17b0ae76c83,churn,0.8070924,1,churn,0.173132350293977,-0.0017252048846057,-0.0123679655505202,0.0108901603938147,0.144539393514606,0.134499406783252,0.196092011362161,0.0859137029780095,Male,57,Yes,No,Employed,Suburban,Doctor,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1868e372-8eee-4208-a6b4-c1afebc960fb,churn,0.48443654,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,39,No,No,Medical Leave,Suburban,College,1672812000
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,ac607073-6fd2-42a5-b578-638583f6461f,no_churn,0.2951934,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,75,Yes,Yes,Employed,Urban,Bachelor,1672812000
47,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,31c400af-1921-4d5c-a5ba-d4e917e9ceb8,no_churn,0.06303325,0,no_churn,-0.113713549830927,0.0305769349386901,0.0076713756069602,-0.0425374017195281,-0.034158438391214,0.0287988132227292,-0.0380839762805135,-0.0395799077323317,Male,58,Yes,Yes,Employed,Suburban,High School or Below,1672812000
65,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,471513f3-40b3-4e07-a970-ac567109e52e,no_churn,0.009751555,0,no_churn,0.112411982277899,0.0037767795094805,0.0561293186515104,0.115187496587168,0.0943073672163154,0.115694564573923,0.006601777867836,0.0168645630317587,Male,24,Yes,No,Unemployed,Suburban,Bachelor,1672812000
36,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8524b202-07b0-49ee-bb6a-8bb099d89295,no_churn,0.070802726,0,no_churn,-0.108181440256521,-0.0172493796907656,-0.0785359058552512,-0.08597675881766,0.0208557408486649,0.0406515375225626,-0.017732640475906,-0.0228573031286396,Male,52,No,No,Unemployed,Urban,College,1672812000
30,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,de3775be-9cc0-42d3-ab8e-94726dbb5ace,no_churn,0.0131788505,0,no_churn,0.138579048439242,-0.0048931426134913,0.0386638271690026,0.0932840216604927,0.0662221584244616,0.110773316464656,-0.0274726470375935,-0.0341827301260127,Male,65,Yes,No,Employed,Rural,Bachelor,1672812000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca0511be-d6b5-47ef-85f7-c61052b2f299,churn,0.9201852,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,32,No,Yes,Employed,Suburban,High School or Below,1672812000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,baca6193-f6b9-49c2-9baa-7b98e07d9fc4,churn,0.5705199,1,churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Female,68,No,Yes,Disabled,Suburban,College,1672812000
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e36e83c9-1390-4260-943d-b4b39c081491,churn,0.30051342,1,churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,21,Yes,No,Employed,Suburban,High School or Below,1672812000
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ecc621a-5771-4b83-97dd-78ec71f354ac,no_churn,0.0079789655,0,no_churn,-0.137635384112209,-0.0026301879894163,0.0280203540255024,0.0191061862265451,0.045279620916317,0.0670455064843099,-0.0233537952733604,-0.0108584510386936,Male,61,No,No,Employed,Suburban,Master,1672812000
23,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,33340107-19d8-4864-8ca1-d6164eea9362,no_churn,0.039395604,0,no_churn,-0.108278890839129,-0.0073291030780819,-0.0472686410059759,-0.0282120352093261,-0.0228293508102797,0.0336314929834406,-0.0300698849192212,-0.0219237073203476,Female,45,Yes,Yes,Employed,Rural,High School or Below,1672812000
34,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,0e0ebf69-4737-4932-9570-ff8909319e07,churn,0.6486161,1,churn,-0.0227327055265504,-0.0007245197915835,0.125608619521681,0.0851202918440503,0.0983039000171993,0.128578486313436,0.113701126878696,0.110729302531854,Female,78,No,Yes,Unemployed,Suburban,College,1672812000
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ea26f455-00f2-4cbc-ab1d-f1d46564be8b,no_churn,0.262038,0,no_churn,-0.0619198506640987,-0.0057941890840629,0.0470482736951453,-0.0716529104372602,-0.0321101488921522,0.0805304530545527,-0.0629735205481665,-0.0721542567589267,Female,21,No,No,Unemployed,Urban,High School or Below,1672812000
39,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,42ec9a0b-4506-48e5-8d4b-2c30d515846d,no_churn,0.33643296,1,churn,-0.0858227631876343,0.0371520645595774,-0.0494580844616029,-0.00406711337273,0.0336917048872601,0.0839759699113164,0.0443356988593768,0.0236663705749197,Male,69,No,No,Unemployed,Suburban,Bachelor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4ed91a88-5aa6-4608-b64b-d9760ee60216,churn,0.86824965,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,41,No,No,Employed,Suburban,Master,1672812000
13,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a94070c1-347e-4a6c-9bf1-03f80bd2a4a2,no_churn,0.15610097,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,50,No,No,Employed,Suburban,Master,1672812000
33,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,cdcb59a6-a9f9-42f3-b1f0-b3494331669f,no_churn,0.43722457,0,no_churn,-0.0902990775241596,-0.0021922797727165,0.0154027498330742,-0.0972111955426226,-0.107240034821989,0.069598650588141,0.0482254943512907,0.058022873070322,Female,54,No,Yes,Employed,Suburban,Master,1672812000
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e40f788e-9cff-46af-b899-7adcc1979378,churn,0.5266072,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,23,No,Yes,Employed,Suburban,Bachelor,1672812000
12,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7fb780db-48d5-4476-ab94-57143ae0b25f,no_churn,0.10626707,0,no_churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,59,Yes,No,Employed,Suburban,College,1672812000
23,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,399d0c72-b0b5-4f28-ade4-a6136fc1ae7c,no_churn,0.22793505,0,no_churn,-0.208403339992601,-0.0092096043926358,-0.131635162198709,-0.0161205255300592,0.0521924330447654,0.016902178405835,0.0406827099202382,0.0465651590808192,Female,65,No,Yes,Employed,Suburban,College,1672812000
2,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1c8c9aaa-022d-4207-87de-d954b0a74b28,no_churn,0.54987216,0,no_churn,0.22183124821855,0.153174818897087,0.0721517998411809,0.0274313188855103,0.0305375740981799,0.161350421206748,-0.0252509638096808,-0.0308378591581367,Female,39,No,Yes,Employed,Rural,Bachelor,1672812000
25,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,e436bf6e-a755-4716-b9a3-98cbb9b6559e,no_churn,0.30234873,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Male,61,Yes,Yes,Unemployed,Suburban,Doctor,1672812000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,944fcc70-1e04-41f7-9bcf-78af4e873b73,churn,0.6599781,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,52,No,No,Unemployed,Suburban,Bachelor,1672812000
39,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,c0a0409e-631b-4714-99a7-cccb1ec97d2b,no_churn,0.03900362,0,no_churn,-0.0350559774980001,0.0420809357684811,0.01928219583001,-0.0706561115612248,-0.008089905546667,-0.158307625831476,-0.0066964060072223,-0.0115832567732286,Male,47,Yes,No,Unemployed,Suburban,High School or Below,1672812000
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,179e9de6-5f0c-441c-a500-64e7ca29307c,no_churn,0.117610134,0,no_churn,-0.123674579317894,-0.0031219617692477,0.0684470034906007,0.0635545280058067,0.0451992422121838,0.0899869103807032,-0.0131617587693108,-0.0401488026430979,Female,60,Yes,No,Unemployed,Suburban,High School or Below,1672812000
31,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,3c59de19-de8a-45bb-9477-7fad55fefa3a,no_churn,0.13953659,0,no_churn,0.0984139112485536,0.115453330774817,0.0673581578914672,0.096303061413937,0.0169332391151419,0.138183094391143,0.0417873935657826,0.0265416727946831,Male,52,No,Yes,Employed,Rural,High School or Below,1672812000
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2a8fffea-3a25-46d6-8ef2-ecd23c786c63,churn,0.34476623,1,churn,-0.256789881099621,-0.0022438365488551,-0.0166779053722029,-0.0629815762671614,0.0215583706256529,0.0613922512952694,-0.046144032512393,0.0628604567455659,Male,70,No,Yes,Unemployed,Suburban,College,1672812000
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0ea5ff11-cee4-459e-bca8-dae565764a3c,no_churn,0.020453067,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Male,40,No,Yes,Employed,Rural,College,1672812000
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1a24a53f-a411-470d-91b4-db28be76b885,no_churn,0.21955325,0,no_churn,-0.0858322118093838,-0.0020607548352199,0.0155154117004076,0.050640581763364,0.045311682596166,0.090737888354015,0.0002622751576654,-0.0136010208192601,Male,35,No,No,Unemployed,Suburban,High School or Below,1672812000
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,d87c176c-d199-4aec-a1b6-31b78fd9704e,no_churn,0.018566482,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Male,25,Yes,No,Employed,Suburban,College,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,23faa2a7-6a60-46ef-b4f4-5b79fb94f8ae,no_churn,0.56720537,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,53,Yes,No,Employed,Urban,Bachelor,1672812000
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,f74a5a75-27c0-4f09-9f30-25934389fb07,no_churn,0.020104917,0,no_churn,-0.123168491578908,-0.0007315923104943,0.005711372229889,0.0228961478377641,-0.0927238459363616,0.0331915815518004,0.083884758230115,0.0652472538914025,Male,39,No,Yes,Employed,Suburban,High School or Below,1672812000
37,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,268b6dbd-8375-4b35-8b65-8f62b761c2e6,no_churn,0.06205434,0,no_churn,-0.0734984791088663,-0.0116095979246892,0.0018743007999182,-0.0657372535649483,-0.0848869813531837,0.0433542785942609,-0.0473378526171654,-0.0246845653878699,Male,68,No,No,Employed,Suburban,College,1672812000
47,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,7ed98168-e6d5-4299-9235-ea8e55376737,no_churn,0.26290736,0,no_churn,0.0644057483569304,-0.0023079098348898,-0.0264797132263629,0.0559046586752083,0.114928515084139,0.103113018540353,0.034525183617934,0.0568843504729011,Male,55,No,Yes,Employed,Suburban,High School or Below,1672812000
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,37e48557-79ee-4ecb-a5db-22dd97781409,no_churn,0.010001014,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Female,66,No,No,Retired,Suburban,Bachelor,1672812000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e0570268-f659-498e-b7bf-3d9dce66e252,churn,0.8380956,1,churn,0.21513867869593,-0.0003965206454631,0.0267515726250167,0.0497056209079892,0.124369528095613,0.117223421019353,0.0436335078782212,0.0545480464968613,Female,24,No,Yes,Employed,Suburban,High School or Below,1672812000
12,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3c75aeb1-8ff5-42e1-9286-a892c0aaccb9,no_churn,0.10626707,0,no_churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,26,No,No,Employed,Suburban,High School or Below,1672812000
33,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,e37ffca0-7a11-43f0-95fa-070c64e7419f,no_churn,0.14512913,0,no_churn,-0.0746116626448838,-0.0007365624056183,-0.0023919674049284,0.0135412203712803,-0.0249752139937481,0.0874123114544636,0.113456332195155,0.0664698734539069,Female,32,No,Yes,Employed,Urban,High School or Below,1672812000
16,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dd47d34a-606c-4bdb-aa0a-8761b72cc4b5,churn,0.15057342,1,churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Male,57,No,No,Unemployed,Suburban,High School or Below,1672812000
17,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8eb72ce3-18eb-472c-be46-1ebf5b251282,no_churn,0.08566723,0,no_churn,0.0659663834471848,-0.0042896226109041,-0.140329441710001,0.0035952939468188,-0.152986700173669,0.0503427924201514,-0.0185827655524372,-0.0154234074560554,Female,49,No,No,Unemployed,Urban,College,1672812000
24,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f8b71f58-aeaf-4e46-99af-e30c00fbf997,no_churn,0.039599035,0,no_churn,-0.003700437923444,-0.0111924395220921,0.0982244875640753,0.0067360725530943,0.101994141812484,0.10358855230852,-0.020049366274743,-0.0477040830204168,Female,24,No,Yes,Employed,Rural,Bachelor,1672812000
25,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,ab65ee16-4189-4727-b069-2ee38cc67fce,no_churn,0.30234873,0,no_churn,0.0207757252628834,-0.0083911755409462,-0.0800915126394102,0.136362383855449,0.0686988443042901,0.0988138167727993,-0.0248649936646143,-0.0075398971110917,Male,31,No,No,Employed,Rural,Bachelor,1672812000
49,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,a5917adb-9294-4f7d-8b90-6f4b6ad8c3a2,no_churn,0.10818693,0,no_churn,-0.126416154368421,-0.0037506429349014,-0.0054961336003452,-0.0195935741062385,-0.021342643832977,0.0433276668497819,0.09538343788583,0.053028563905832,Female,59,No,No,Unemployed,Suburban,Bachelor,1672812000
56,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d62e0fcd-14e7-4268-a088-472d14b1ba99,no_churn,0.15731245,0,no_churn,-0.0415347654766992,-0.0025897056759458,0.0427382592159574,0.0278166807562229,0.0833615213036409,0.0762942033556828,0.0661036105455969,-0.0112159503617476,Female,38,Yes,No,Employed,Suburban,High School or Below,1672812000
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,224126ca-54a8-45d7-98ce-bdd9f4548eeb,churn,0.2936945,1,churn,-0.0860099105183917,-0.0136266317766603,-0.0199907035270189,-0.0903977639372624,0.0207897824298015,0.0665653166078937,-0.0681881572153542,-0.0781680830774303,Female,53,No,Yes,Medical Leave,Suburban,Master,1672812000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,53554bfe-2773-4d16-b20e-89198abb8215,churn,0.46183255,1,churn,-0.0872472555291824,-0.0039484918374728,0.0041250379548728,-0.0184996408672668,0.0329322523496193,0.039680549341283,0.0322052688050462,0.0748451794484208,Female,37,Yes,Yes,Employed,Urban,Bachelor,1672812000
20,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,c0f599de-d249-415b-92bf-109c57140d97,no_churn,0.40966386,0,no_churn,-0.0982791790921146,-0.0064501078666035,-0.0419778265377863,0.010245706202786,-0.11193598265123,0.034928710805625,-0.0224113758604471,-0.0331460961472839,Male,21,No,No,Employed,Suburban,Bachelor,1672812000
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e7666586-1807-4803-b246-0946fc246a65,no_churn,0.6941168,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,59,No,No,Unemployed,Suburban,College,1672812000
41,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,c53553ba-69d9-453f-a8a1-7503551c498d,churn,0.3457111,0,no_churn,-0.0064122303006388,0.0524019354164192,0.0262931515085802,-0.0136320726859867,0.0048209377379953,0.0946217893525408,0.0511886036561281,0.0516917393390576,Female,26,Yes,No,Employed,Suburban,College,1672812000
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9c4b34c0-d7ef-4624-8abe-ca2dd713bfcc,no_churn,0.67362887,0,no_churn,-0.0301380587705443,-0.0003536363527746,0.0517686688999765,0.100202966517536,0.12587757981606,0.120076089666636,0.175137310921182,0.0684029420581828,Male,26,Yes,Yes,Employed,Urban,Bachelor,1672812000
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f15d109c-c605-4660-9311-63c85667edb4,no_churn,0.2527191,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,21,No,Yes,Employed,Urban,College,1672812000
50,Yes,Yes,Low Speed,Phone_Support,Two year,100hrs+,Active,bb811120-2ae3-4f37-a94a-5ff8155db2a6,churn,0.014597311,0,no_churn,-0.0815306023927405,-0.0017169357085731,-0.0145134821266947,-0.0561799971915752,0.0315234234351737,-0.193689451404734,0.0232963844781443,0.0537845087084497,Female,49,Yes,No,Unemployed,Rural,High School or Below,1672812000
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,1ee9c1d9-4740-4787-b1e8-053621a8eaa2,no_churn,0.006746459,0,no_churn,-0.0962077636670164,-0.0037643835173003,-0.0011779996823406,-0.0321102001581584,-0.0493703962388644,-0.127424793745226,0.0174339951766387,0.0235953885935168,Female,45,Yes,No,Unemployed,Urban,Bachelor,1672812000
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,24ff6ed1-5677-4373-b692-b598491dcee9,no_churn,0.16416833,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Male,27,No,No,Employed,Rural,Master,1672812000
23,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fac220bd-acfd-4510-88c9-dfc49ecee2c3,no_churn,0.0076411176,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Female,33,No,No,Employed,Suburban,High School or Below,1672812000
36,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,15ed0b1a-293c-40fc-8f44-7e4ea0bfc205,no_churn,0.070802726,0,no_churn,-0.108181440256521,-0.0172493796907656,-0.0785359058552512,-0.08597675881766,0.0208557408486649,0.0406515375225626,-0.017732640475906,-0.0228573031286396,Male,54,No,Yes,Employed,Urban,Master,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,80d8442d-5173-4769-b1bc-206559ddd672,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,41,No,No,Employed,Rural,Bachelor,1672812000
31,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,f6f0c260-ed9e-48c2-bbeb-4215f4a04529,churn,0.13953659,0,no_churn,0.0984139112485536,0.115453330774817,0.0673581578914672,0.096303061413937,0.0169332391151419,0.138183094391143,0.0417873935657826,0.0265416727946831,Male,66,No,Yes,Unemployed,Suburban,College,1672812000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,33901d8d-abd1-45c3-92c7-6a0ab11586ab,churn,0.4335299,1,churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Female,35,No,Yes,Disabled,Urban,High School or Below,1672812000
39,Yes,No,Fiber optic,Phone_Support,Two year,0hrs,Disabled,d4c22aff-c34c-4b44-9bf8-1817f6c2eae4,churn,0.1182996,1,churn,0.0843230953478814,-0.0035233765586144,0.0309089483039588,0.123942937874463,-0.0229738580479715,-0.232017030299157,0.0051235866646675,0.0051895476039135,Female,56,Yes,No,Medical Leave,Suburban,College,1672812000
56,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,de24a740-cc89-47e2-9215-c21f3a4eb3b8,no_churn,0.260749,0,no_churn,-0.0313889850353825,-0.0038548623716815,0.0238667923539378,-0.068328064046409,-0.0314069066391857,-0.200471930524018,0.052375301203383,0.0401825008575178,Female,59,No,No,Employed,Urban,Master,1672812000
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bde48bc5-2922-41d9-9974-2a6f7efb660e,no_churn,0.25231534,0,no_churn,-0.058536786772338,-0.0053885930786964,-0.0186938588558859,-0.0613051777694181,-0.0473255809368038,0.0473433416239731,-0.0505139986814629,-0.0546054972642923,Male,43,No,Yes,Medical Leave,Suburban,Master,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e713b33-2bce-4f68-9ecd-9f2f76e990a1,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,36,Yes,Yes,Retired,Suburban,Bachelor,1672812000
67,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3fc7989d-7cd5-4ae9-b841-bc4b951f68ab,no_churn,0.009914643,0,no_churn,-0.0453875448013741,-0.0033155600272357,-0.0909554900211014,-0.0084555376186926,-0.0129341604558385,0.0485186477169372,-0.0133636833915625,-0.0331328217978443,Female,47,Yes,Yes,Employed,Urban,College,1672812000
65,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,0090b6e6-cafe-4b8a-aaa3-9f9a590177ed,no_churn,0.0047089714,0,no_churn,-0.0565527047382784,-0.0029058074804743,-0.0161867660533153,-0.0155025534944797,0.0017469285272818,-0.124477683937657,-0.0217104849441057,-0.0334370815854345,Female,44,Yes,No,Medical Leave,Rural,Bachelor,1672812000
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,04079ec0-2b72-4b43-8902-ab465652d093,no_churn,0.15760368,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,54,Yes,No,Unemployed,Suburban,Master,1672812000
1,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,bc7b820b-c62f-4924-b067-1868e6937218,no_churn,0.065126106,0,no_churn,0.0794745222219535,-0.0043986017969473,-0.0151990483888585,-0.0475973100341434,-0.030266431349537,-0.114716877958308,-0.0295008355540448,-0.0474655081523997,Male,77,No,No,Employed,Suburban,High School or Below,1672812000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0fbfd445-52c9-430a-a2f4-952380c1d5e4,no_churn,0.47008193,0,no_churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,42,No,No,Unemployed,Suburban,College,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3d0001e-e11c-41f4-880c-cf28d557ec02,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,27,Yes,No,Retired,Urban,High School or Below,1672812000
71,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,e1f5d6a9-147a-430f-a693-772bafc4b410,no_churn,0.017741516,0,no_churn,-0.180818005854749,-0.004272438938824,0.0098333606631149,0.0513949364043764,-0.0218593711828589,0.0436608250565632,-0.0022367802101962,-0.0247286777880344,Female,30,Yes,Yes,Unemployed,Rural,Bachelor,1672812000
34,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,04426891-35d4-47af-9d70-9e20791c288b,churn,0.6486161,1,churn,-0.0227327055265504,-0.0007245197915835,0.125608619521681,0.0851202918440503,0.0983039000171993,0.128578486313436,0.113701126878696,0.110729302531854,Female,36,No,No,Employed,Urban,Master,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c94092dd-8468-4885-ae82-e6acd1e572fd,churn,0.33074126,1,churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Female,32,No,Yes,Disabled,Rural,Bachelor,1672812000
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,877927a0-ea09-400b-91e2-07d7e1032cfb,no_churn,0.020104917,0,no_churn,-0.123168491578908,-0.0007315923104943,0.005711372229889,0.0228961478377641,-0.0927238459363616,0.0331915815518004,0.083884758230115,0.0652472538914025,Female,47,No,Yes,Unemployed,Suburban,Bachelor,1672812000
63,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,e8657be6-7582-4c83-8725-0eb840bf13b2,no_churn,0.04743097,0,no_churn,-0.106589219546368,-0.0060165371487528,-0.0732032515139508,-0.0003902160562756,-0.085562909680375,0.0285077993424783,-0.0047353500239296,-0.0110364662136453,Male,23,Yes,No,Employed,Rural,Master,1672812000
39,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d08acc44-fb34-4a7a-bfaa-aa9af82cecec,no_churn,0.027360616,0,no_churn,-0.0498519559605574,-0.0197305682706428,-0.0621642390847864,-0.120504827666382,-0.0328957071172499,0.049537242613087,-0.013771141886591,-0.019644951956161,Female,45,No,Yes,Employed,Suburban,High School or Below,1672812000
24,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,706dc998-ee4c-453c-bdee-9166da4177dc,no_churn,0.039599035,0,no_churn,-0.003700437923444,-0.0111924395220921,0.0982244875640753,0.0067360725530943,0.101994141812484,0.10358855230852,-0.020049366274743,-0.0477040830204168,Male,38,No,No,Employed,Urban,Bachelor,1672812000
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,57e7ef19-7513-40ad-83fe-328c0d1d6775,churn,0.44525945,1,churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Female,41,No,Yes,Employed,Suburban,Bachelor,1672812000
23,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b207187a-8161-4e10-81ee-78fab8f9edd9,no_churn,0.0076411176,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Male,51,No,No,Employed,Suburban,High School or Below,1672812000
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,960fca24-3d89-40da-9c0a-6a5cc5b954c9,no_churn,0.0026771226,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Male,67,No,Yes,Employed,Suburban,Bachelor,1672812000
14,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4862a40e-7ea5-47a2-9a4d-bb70940276ce,no_churn,0.1905694,0,no_churn,-0.0603585450986975,-0.0152507106324628,-0.084689900987214,-0.0380086863341603,-0.0392200661266724,0.0455385447728986,-0.0284306936617849,-0.0486060926926074,Male,24,Yes,No,Employed,Suburban,College,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d4aa362d-5b9f-4039-b323-6ce7a717bff5,no_churn,0.53919935,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,60,No,Yes,Unemployed,Suburban,Doctor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,57a5cd74-cdf5-4481-8b1e-5c7c40aaa995,churn,0.8963182,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,66,No,No,Employed,Suburban,Bachelor,1672812000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,263a151a-6177-40b9-8125-1f20050ab8d9,no_churn,0.30543727,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,56,No,Yes,Medical Leave,Suburban,High School or Below,1672812000
59,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,bf52d335-8003-4f30-ab82-3e5fd835a670,no_churn,0.29994294,0,no_churn,-0.0022129566289697,0.131349686512032,0.0776685844061887,0.03612225818831,-0.0061327896647537,0.137391204132603,0.203782355068169,0.0730055184747584,Female,72,Yes,Yes,Disabled,Rural,College,1672812000
36,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,d81db9cf-9c3a-4b9e-aad3-91bf88f7b9d1,no_churn,0.07737949,0,no_churn,-0.039356916413244,-0.0001446064745323,-0.0266356401057055,0.0031732928068322,0.0783143137618935,0.103968276218711,0.163671920228517,0.0779832144081956,Male,75,No,No,Unemployed,Rural,Master,1672812000
30,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b631930c-5c04-4139-bf9e-74aff57c521f,no_churn,0.0131788505,0,no_churn,0.138579048439242,-0.0048931426134913,0.0386638271690026,0.0932840216604927,0.0662221584244616,0.110773316464656,-0.0274726470375935,-0.0341827301260127,Female,69,No,Yes,Employed,Rural,College,1672812000
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6374bd0a-bd0a-40a9-ac25-d60ee915147a,no_churn,0.0048126359999999,0,no_churn,-0.0922121903504285,-0.0058160800093901,0.009917119392976,-0.0121141608069592,-0.132585653503875,0.0352037582874891,-0.021754560917434,-0.0163310506918242,Female,77,No,No,Employed,Suburban,High School or Below,1672812000
16,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,2ca23a82-d129-47db-af12-77e8d4e0baa2,no_churn,0.16925524,0,no_churn,0.0929035650369769,-0.0056466418072523,0.104161506290202,-0.0177454087463866,0.14251007961564,0.0913348204246995,-0.0107384920757613,0.0167420448855409,Male,28,No,Yes,Employed,Suburban,College,1672812000
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e7b9ef0c-801f-4e3c-9a8c-3814fee6fd47,churn,0.78865767,1,churn,0.152877954029609,-0.0052489550821519,0.0417478584767559,0.0125175184075214,0.128538128399832,0.126614837906418,0.125098866693916,0.128827647536164,Male,74,No,No,Employed,Suburban,Bachelor,1672812000
54,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3ab281d7-de70-42cf-8fe1-7d6ee8726d05,no_churn,0.026673716,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Female,43,No,No,Employed,Rural,College,1672812000
39,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b1931dc4-060d-4cfe-a7d7-ff4a844a02f6,churn,0.1182996,1,churn,0.172979886336761,-0.0074497649034128,0.045067349157016,0.232219777084301,0.073665908306375,0.104792601222653,0.0331491861535141,0.0383465356292617,Male,29,No,No,Employed,Urban,College,1672812000
70,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,7ac83573-eb96-4b41-bf74-01b0b57dc5f8,no_churn,0.020104917,0,no_churn,-0.0512012583663818,-0.0025332093117867,0.0156869951501812,-0.0524027103912976,-0.0362354883909029,-0.191068485880605,0.0270833081239834,0.0216446956974505,Male,59,Yes,Yes,Employed,Urban,College,1672812000
4,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,2e54584c-9262-4cd0-8eea-a48f3809c309,no_churn,0.6583793,0,no_churn,0.180155157942281,0.0017270769333117,-0.0387425006451303,0.0475350049988264,0.0838537503055522,0.139718244270753,0.133194823730646,0.113532289669856,Female,35,No,No,Employed,Rural,College,1672812000
70,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,988994e9-4ab4-41c0-85c8-a2fbcebc2ad9,no_churn,0.021461176,0,no_churn,-0.0665233164437631,-0.0031911918201694,0.008400813602293,-0.0111752377658558,-0.0045238291834539,-0.148784206972305,-0.0191733672086047,-0.0240558163791138,Female,40,No,Yes,Employed,Rural,High School or Below,1672812000
4,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,45b9041f-66a5-4bb7-9207-600108e1acab,no_churn,0.6583793,0,no_churn,0.180155157942281,0.0017270769333117,-0.0387425006451303,0.0475350049988264,0.0838537503055522,0.139718244270753,0.133194823730646,0.113532289669856,Male,66,Yes,Yes,Employed,Suburban,High School or Below,1672812000
33,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,7e54c16d-e4dd-4d31-bc7c-727eb9df2e7a,no_churn,0.016697021,0,no_churn,-0.156312761547965,-0.0543643619163867,-0.0482236115314253,-0.0349816995579431,-0.0472738763331608,0.0593716766083298,0.0122586227556803,0.0304998590811555,Female,54,No,No,Employed,Urban,Bachelor,1672812000
13,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3c9e9a8e-6f97-4920-b140-bec830ac708b,no_churn,0.15610097,0,no_churn,-0.049522186395452,-0.0089918370282975,-0.0566110985499562,-0.0828043600479759,0.0168221467785315,0.0514249287074289,-0.0624215403564903,-0.0729222040519198,Male,62,No,No,Retired,Urban,College,1672812000
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1851f726-86ca-48f8-8857-2ccc8e133511,no_churn,0.4147289,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,71,Yes,Yes,Unemployed,Suburban,College,1672812000
28,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e210835a-451e-4f62-963d-27ef42a75541,no_churn,0.15538813,0,no_churn,-0.108946141301221,0.0944195973898149,0.0275272327631637,-0.0173900221673193,0.0025343539303503,0.081461117218746,-0.0279736360096512,-0.030658651073636,Female,47,No,No,Employed,Suburban,College,1672812000
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,e27c4c5d-f184-47d6-a4b1-5d011773c661,churn,0.005050731,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Female,22,No,No,Employed,Suburban,Bachelor,1672812000
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3db1cfb-1788-4a89-874f-4cd97449da4d,no_churn,0.1660506,0,no_churn,0.0178654369620198,-0.0072588299265044,-0.118955401215626,-0.14222616350613,0.027698098746232,0.0593481954684648,-0.0468802862455777,-0.0586171995048061,Female,44,No,No,Employed,Suburban,Bachelor,1672812000
3,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,0ac62daa-e726-4035-952f-264069422750,churn,0.6094344,1,churn,0.245211355144356,-0.003322817795597,-0.0370596961964656,0.126144841373025,0.0091002984539591,0.112943029611088,-0.0231742310292793,-0.0250392535069113,Male,63,No,Yes,Employed,Urban,High School or Below,1672812000
36,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cf263d40-822f-411a-b640-908d7330b219,no_churn,0.070802726,0,no_churn,-0.108181440256521,-0.0172493796907656,-0.0785359058552512,-0.08597675881766,0.0208557408486649,0.0406515375225626,-0.017732640475906,-0.0228573031286396,Female,64,Yes,No,Unemployed,Suburban,College,1672812000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8f2c8b2f-7717-435a-bb75-5d1eb21fde73,churn,0.46183255,1,churn,-0.0872472555291824,-0.0039484918374728,0.0041250379548728,-0.0184996408672668,0.0329322523496193,0.039680549341283,0.0322052688050462,0.0748451794484208,Female,72,No,Yes,Employed,Urban,Bachelor,1672812000
66,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,e02353c4-d4fd-4b57-b667-ca03d934f601,no_churn,0.0061994297,0,no_churn,-0.0272905725936107,-0.0032692634649174,0.0106829276758344,-0.05085129652256,-0.0005376898601389,-0.139755955041042,-0.0260441149368671,-0.0269601877715103,Female,42,Yes,Yes,Unemployed,Rural,Bachelor,1672812000
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3cadb53c-d780-4459-8946-354551885c5b,no_churn,0.4147289,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,75,No,Yes,Employed,Suburban,High School or Below,1672812000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,32d07a89-b7b5-4c23-9048-31cba043514a,churn,0.46183255,1,churn,-0.0872472555291824,-0.0039484918374728,0.0041250379548728,-0.0184996408672668,0.0329322523496193,0.039680549341283,0.0322052688050462,0.0748451794484208,Female,59,Yes,No,Disabled,Suburban,High School or Below,1672812000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c5f015cc-32b4-4c79-81b1-d2158cffd159,no_churn,0.260749,0,no_churn,0.019883272899342,-0.0033970857153508,0.091605737213913,0.0493750280423046,0.125572173345263,0.113616174020117,0.202662201537751,0.0876563585605981,Male,34,No,No,Unemployed,Suburban,College,1672812000
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,181d85b7-25ef-4855-86d2-2fe4b8004010,no_churn,0.67362887,0,no_churn,-0.0301380587705443,-0.0003536363527746,0.0517686688999765,0.100202966517536,0.12587757981606,0.120076089666636,0.175137310921182,0.0684029420581828,Male,62,No,No,Unemployed,Rural,Master,1672812000
42,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,83c2ba0a-60a5-4f74-a3d6-929360e9c5e8,churn,0.4172229,1,churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,57,Yes,No,Employed,Suburban,College,1672812000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2d9ca61b-ca00-48bb-92c7-d5220b671356,churn,0.5705199,1,churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,77,No,Yes,Employed,Suburban,College,1672812000
17,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,23267252-09e9-476b-a6e9-d80bd356f541,churn,0.42260024,1,churn,0.114859702811773,-0.0042776085656441,-0.0290779795569324,0.0084470129225883,0.114534969904416,0.10672786244224,0.133770066390371,0.0971009392499036,Female,55,No,Yes,Unemployed,Suburban,High School or Below,1672812000
56,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,121ced8f-be05-4a60-99f0-52355f7de385,no_churn,0.0145106619999999,0,no_churn,-0.105368416322453,-0.007090721649547,-0.018851110692658,-0.0499779427582507,-0.0344338630348465,0.0231243542057563,-0.0240350681463496,-0.0323933848112483,Male,24,No,No,Employed,Suburban,College,1672812000
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dbaedcc4-d3c2-480b-8c91-8b728c60bcd9,no_churn,0.5695883,0,no_churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Female,36,Yes,Yes,Unemployed,Suburban,Bachelor,1672812000
23,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,be9b9457-4881-4859-bbea-d683e42a6d24,no_churn,0.05760542,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Female,71,No,No,Employed,Suburban,College,1672812000
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,df4b0742-792b-48a0-b928-437aeeaf672b,churn,0.2936945,1,churn,-0.0860099105183917,-0.0136266317766603,-0.0199907035270189,-0.0903977639372624,0.0207897824298015,0.0665653166078937,-0.0681881572153542,-0.0781680830774303,Female,50,Yes,Yes,Unemployed,Suburban,College,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7d2c87f1-c51d-43ce-9078-7536cb8a6e02,churn,0.86824965,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,51,No,No,Employed,Suburban,College,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4eb5f6fe-1004-4a36-812c-53e8c260e300,no_churn,0.08487406,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Male,66,No,No,Employed,Urban,College,1672812000
43,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dceccfe9-2d6e-4b5a-a544-91d3eb520d1f,no_churn,0.11048023,0,no_churn,-0.100797134643899,0.014413678386436,-0.0014622836040962,-0.0416151230894593,-0.0315288746790429,0.05408991961237,-0.0445212862803327,-0.0566050479622572,Male,76,No,Yes,Unemployed,Rural,Bachelor,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6f266095-8ae7-49ec-95c2-93506258a7b4,no_churn,0.08487406,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Male,48,No,Yes,Employed,Rural,Master,1672812000
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0304a30b-4522-4283-83f0-e81e0a8f4348,no_churn,0.38245523,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,21,No,No,Employed,Rural,High School or Below,1672812000
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,b6212506-720a-453d-8f69-9583b4a4c596,no_churn,0.0026771226,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Male,66,No,Yes,Employed,Suburban,High School or Below,1672812000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,3f4d18b4-da61-4bfa-b442-d8ca52ada6f7,no_churn,0.3617694,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,40,No,Yes,Unemployed,Urban,College,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,013210e4-81f7-430a-8cbf-ba3a20ae8876,churn,0.33074126,1,churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Female,20,No,Yes,Retired,Suburban,Bachelor,1672812000
33,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,d1b7ab87-1b3d-4e5b-b270-272b1e26777f,no_churn,0.14512913,0,no_churn,-0.0746116626448838,-0.0007365624056183,-0.0023919674049284,0.0135412203712803,-0.0249752139937481,0.0874123114544636,0.113456332195155,0.0664698734539069,Female,47,Yes,Yes,Employed,Suburban,College,1672812000
67,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,d843dc1b-a035-4d37-b25e-b9e69634c6b0,no_churn,0.019951284,0,no_churn,-0.0459363112333539,-0.0032666339248316,-0.0173091190155537,-0.0210869099903357,-0.0174795516080212,-0.131319315578976,-0.0147665836543001,-0.0178617274351199,Female,67,No,Yes,Employed,Urban,High School or Below,1672812000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cf829110-8c75-4410-aed5-4ae6a7c3899d,no_churn,0.260749,0,no_churn,0.019883272899342,-0.0033970857153508,0.091605737213913,0.0493750280423046,0.125572173345263,0.113616174020117,0.202662201537751,0.0876563585605981,Female,35,No,Yes,Disabled,Rural,High School or Below,1672812000
1,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ae6022a1-51b4-4c37-bdad-2df6a3f4c8b8,no_churn,0.6105512,0,no_churn,0.259567123440502,-0.0064766157105304,0.0021464946904734,-0.0432825557966134,-0.0409205725193305,0.122598053317724,-0.0367980051564882,-0.036824352650965,Female,39,No,No,Employed,Suburban,Bachelor,1672812000
13,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,294f7be0-640f-4656-a2d8-0f1e0e923eae,churn,0.44200817,1,churn,0.0005861403081121,0.0110489906272187,-0.0540363423286453,-0.0621527138998135,0.0173222677301055,0.104018629418952,-0.008185343638438,0.0752055507233126,Male,77,Yes,No,Unemployed,Rural,High School or Below,1672812000
52,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,5303789b-299d-43b5-a27b-005a6510d87f,no_churn,0.0048126359999999,0,no_churn,-0.0648513047048527,-0.0034181399452972,0.0027307003897476,-0.0178390858116381,-0.0459407259867293,-0.112459787249772,-0.0136248549846823,-0.0136229552295844,Female,34,Yes,Yes,Unemployed,Suburban,Bachelor,1672812000
67,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,17a5a9bb-a35a-4097-b994-8caa06944f8d,no_churn,0.019951284,0,no_churn,-0.0459363112333539,-0.0032666339248316,-0.0173091190155537,-0.0210869099903357,-0.0174795516080212,-0.131319315578976,-0.0147665836543001,-0.0178617274351199,Female,59,No,No,Disabled,Suburban,High School or Below,1672812000
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,df69c449-08c6-4936-a826-f1a7436185d9,churn,0.6141337,1,churn,0.178349407054957,-0.002785498956764,0.0264676671872621,0.042644468078106,0.106936447794069,0.156118588438167,0.145335634526864,0.0679071444574401,Male,55,No,No,Medical Leave,Urban,College,1672812000
30,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bccc4e75-2b19-41dd-a778-b459256d3733,no_churn,0.0131788505,0,no_churn,0.138579048439242,-0.0048931426134913,0.0386638271690026,0.0932840216604927,0.0662221584244616,0.110773316464656,-0.0274726470375935,-0.0341827301260127,Female,26,No,No,Unemployed,Suburban,Bachelor,1672812000
48,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3effac0d-541c-4ea2-8d37-e5c089a1f4b9,no_churn,0.0915467,0,no_churn,-0.0149871990681549,0.0012863216780533,0.0876333795515893,-0.0097618047557443,0.086568582630698,0.0973741942523975,-0.0089846596353163,-0.0082891634847692,Male,75,No,Yes,Disabled,Suburban,College,1672812000
33,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,0c997bcf-cbf8-4c86-8017-5a8f3c32adf3,no_churn,0.14512913,0,no_churn,-0.082428855614321,-0.001353903532763,-0.0068915926082809,-0.0135533815572216,-0.0537400515707622,-0.0856553723428396,0.0341553505721276,0.0604416541373029,Female,73,No,Yes,Employed,Suburban,High School or Below,1672812000
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,53c60a4f-fc6e-406c-848a-ebd3124b15f7,churn,0.3128343,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,39,No,Yes,Employed,Suburban,College,1672812000
6,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,96b3b274-8275-4d8d-87eb-066bfdf14bb7,churn,0.8070924,1,churn,0.173132350293977,-0.0017252048846057,-0.0123679655505202,0.0108901603938147,0.144539393514606,0.134499406783252,0.196092011362161,0.0859137029780095,Male,53,No,No,Employed,Suburban,High School or Below,1672812000
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7f9785d0-c673-4d1b-8413-73c8a22ff60f,no_churn,0.260749,0,no_churn,0.019883272899342,-0.0033970857153508,0.091605737213913,0.0493750280423046,0.125572173345263,0.113616174020117,0.202662201537751,0.0876563585605981,Male,61,No,Yes,Employed,Urban,Bachelor,1672812000
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7652654e-89d4-40a6-8d59-3672ec5e66c7,no_churn,0.15760368,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,47,No,Yes,Employed,Urban,Bachelor,1672812000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a65c2c61-6a0c-4088-81e3-896a20d63c4f,no_churn,0.30501375,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,25,No,No,Employed,Suburban,Bachelor,1672812000
13,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,c1aa12c7-f763-452a-b1f0-b9897188de7a,churn,0.44200817,1,churn,0.0005861403081121,0.0110489906272187,-0.0540363423286453,-0.0621527138998135,0.0173222677301055,0.104018629418952,-0.008185343638438,0.0752055507233126,Male,46,No,No,Employed,Suburban,High School or Below,1672812000
43,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3ffb0429-01ff-4cdc-ba10-1bfae636612a,no_churn,0.08854212,0,no_churn,-0.0617937472567973,-0.0045578352376469,-0.0235592483615801,-0.0691523726925152,-0.0510050841722477,0.0478330754852504,-0.0328912060260972,-0.0408315505416976,Male,22,No,No,Employed,Rural,High School or Below,1672812000
65,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,475c052d-3446-46d4-9957-01a55b5dcb65,no_churn,0.02048975,0,no_churn,-0.0856890899025074,-0.0061075681073998,-0.0331128650451501,-0.0404709038659348,-0.074063469507173,0.0324361798718018,-0.0191167181793571,-0.0229017168296377,Female,73,No,Yes,Employed,Suburban,Bachelor,1672812000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c2f923d4-d19e-4225-a0dd-13bdff43883e,no_churn,0.40219003,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,28,Yes,No,Employed,Urban,Bachelor,1672812000
6,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,ac93bd34-0f11-4566-b9bc-2f6795e2ad5a,churn,0.8070924,1,churn,0.173132350293977,-0.0017252048846057,-0.0123679655505202,0.0108901603938147,0.144539393514606,0.134499406783252,0.196092011362161,0.0859137029780095,Female,61,Yes,Yes,Employed,Urban,Master,1672812000
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fb7e0b41-4765-4ccb-90ef-75e3033900fd,churn,0.6141337,1,churn,0.178349407054957,-0.002785498956764,0.0264676671872621,0.042644468078106,0.106936447794069,0.156118588438167,0.145335634526864,0.0679071444574401,Female,30,No,No,Employed,Suburban,College,1672812000
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,dd55ac3c-8627-4cea-bc4c-d8aff59609d4,no_churn,0.020453067,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Female,45,Yes,No,Employed,Urban,Bachelor,1672812000
68,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,6bfc4eda-4d09-4e4d-8dcd-d3dc4f8fd7b2,no_churn,0.058713775,0,no_churn,-0.0963336254139994,-0.0015496860122584,0.0123105084391681,-0.0138603722921288,0.0278790467601174,-0.236165114730866,0.0398904854228021,0.058802606530462,Male,57,Yes,No,Employed,Rural,High School or Below,1672812000
71,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,3fe13f64-2720-4950-9759-9edb91c492ee,no_churn,0.017741516,0,no_churn,-0.180818005854749,-0.004272438938824,0.0098333606631149,0.0513949364043764,-0.0218593711828589,0.0436608250565632,-0.0022367802101962,-0.0247286777880344,Male,25,No,No,Employed,Urban,Bachelor,1672812000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e94ea790-0d46-41bf-a2a9-6f17db2a2195,no_churn,0.40219003,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,74,No,Yes,Disabled,Suburban,Bachelor,1672812000
11,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,9da81de6-9d42-436d-b498-ebc41ba8efef,no_churn,0.059035424,0,no_churn,0.0137238186627018,-0.0092888920440236,0.0054405968220771,-0.0533215391113435,0.0146691380434594,-0.0871108053889793,-0.0301494698115402,-0.0329889996518886,Male,34,Yes,Yes,Employed,Rural,Bachelor,1672812000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bb560a8c-58ce-4ef6-854f-8b67da3d7d03,no_churn,0.30501375,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,65,No,Yes,Employed,Urban,Master,1672812000
24,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,0f07447b-1f62-488a-928f-3c3af833f239,churn,0.41484153,1,churn,-0.0778274899239113,-0.0049310277111726,-0.0937036884392728,-0.0423417665812667,0.072071448292063,0.0644809204848752,0.0584099768595842,0.0899821450620947,Male,56,No,Yes,Employed,Urban,High School or Below,1672812000
5,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,328f5dd3-79a0-4b24-83ec-f571f64ac6e4,no_churn,0.12386978,0,no_churn,0.168476494117085,-0.0028472651446827,0.0897450085861692,-0.129350917527081,-0.0015086134622833,0.113466978027136,-0.0387119573211566,-0.0233121081147055,Female,38,No,No,Employed,Rural,High School or Below,1672812000
28,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,57b5ef16-7741-4945-a2d4-23417bf77219,no_churn,0.15538813,0,no_churn,-0.108946141301221,0.0944195973898149,0.0275272327631637,-0.0173900221673193,0.0025343539303503,0.081461117218746,-0.0279736360096512,-0.030658651073636,Male,53,No,Yes,Unemployed,Suburban,College,1672812000
24,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f1f36d4-a345-40d7-a5f9-8b978ea586cb,no_churn,0.13393883,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Female,41,No,No,Employed,Urban,Bachelor,1672812000
64,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,3be25743-1e31-478a-9912-4c5e91156916,no_churn,0.08784818,0,no_churn,-0.0831888968771272,-0.0032932010192962,-0.0043547873599163,-0.0230844419687491,-0.0429797278650676,-0.153075400203088,0.0208988221060462,0.0200514806574619,Female,70,No,No,Unemployed,Suburban,Bachelor,1672812000
28,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e750fc09-ecba-485a-98b9-6153114c9161,no_churn,0.10322035,0,no_churn,0.0023614266970344,0.127907056369077,0.0512354876043355,0.0428465428937124,0.0279087995095051,0.0986602358745767,-0.0102607801477097,-0.0295738001300196,Male,58,No,Yes,Employed,Suburban,College,1672812000
67,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8e5d13de-59b2-4ced-b950-9c01bae8b8b0,no_churn,0.009914643,0,no_churn,-0.0453875448013741,-0.0033155600272357,-0.0909554900211014,-0.0084555376186926,-0.0129341604558385,0.0485186477169372,-0.0133636833915625,-0.0331328217978443,Female,20,No,Yes,Employed,Urban,High School or Below,1672812000
20,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,38f5bd5c-ce13-459c-8188-f221dcd0211e,no_churn,0.40966386,0,no_churn,-0.0982791790921146,-0.0064501078666035,-0.0419778265377863,0.010245706202786,-0.11193598265123,0.034928710805625,-0.0224113758604471,-0.0331460961472839,Female,39,No,No,Employed,Urban,College,1672812000
49,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8a5f8404-5e3e-4dac-bd52-5cb3ee8473ec,no_churn,0.065611854,0,no_churn,-0.095584477917273,-0.0040903457198146,-0.109098417956329,-0.0041907148111749,0.0286873301473315,0.0507751531506528,-0.0388086484127416,-0.0567160297237387,Male,24,No,No,Employed,Suburban,Doctor,1672812000
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,28704c72-7712-4e1d-ad52-4a96ccc02003,no_churn,0.0025882046,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,54,No,No,Employed,Rural,College,1672812000
65,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,21d37e6e-6a04-4237-8129-ab9386659590,no_churn,0.02048975,0,no_churn,-0.0856890899025074,-0.0061075681073998,-0.0331128650451501,-0.0404709038659348,-0.074063469507173,0.0324361798718018,-0.0191167181793571,-0.0229017168296377,Male,28,Yes,Yes,Unemployed,Urban,Bachelor,1672812000
62,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bf17ef1b-e498-4476-a2d6-eed00bfd2277,no_churn,0.0049836645,0,no_churn,-0.100780400460535,-0.004271214217133,-0.0131214721660035,-0.0236517970109889,-0.0143496947674793,0.0430604077768748,-0.0468867144862633,-0.0490252663151841,Female,78,No,No,Unemployed,Rural,College,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,da7cb4cb-2eec-4d3a-8f38-94071f3af276,churn,0.86824965,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,75,No,Yes,Unemployed,Suburban,College,1672812000
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e69a6d30-06b5-40f9-a4b9-6839dd7c599e,churn,0.64124256,1,churn,0.139772688874195,-0.0028218852629288,-0.0417809144479997,0.0192830842147941,0.0813032548378396,0.148109085489796,0.0468570225021721,0.069561044905854,Male,48,No,No,Employed,Suburban,Bachelor,1672812000
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,8e4f19eb-27a2-4bc3-9506-59560d370c03,churn,0.005050731,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,63,No,No,Employed,Suburban,High School or Below,1672812000
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad07ed4f-18ec-4d6d-a517-5a745c12c041,no_churn,0.4147289,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,41,Yes,Yes,Employed,Urban,Bachelor,1672812000
15,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f7763012-0ce3-45b2-866e-8e8231e99dd4,churn,0.21200044,1,churn,0.202516437466493,0.0032674268932169,0.061180902133583,0.0478659837869781,0.0730231232558435,0.151073402856518,-0.0253771481927651,-0.015548960703486,Female,42,No,Yes,Unemployed,Urban,Doctor,1672812000
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,636254fa-9fda-4ae6-ae06-13ab9f04758b,no_churn,0.2536831,0,no_churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Female,55,Yes,Yes,Employed,Suburban,College,1672812000
62,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,48b7db2d-2b4a-451b-bdc5-67ed430c75a6,no_churn,0.0049836645,0,no_churn,-0.0665709280865121,-0.0039271000177541,-0.0124131512141684,-0.0196394365982996,0.0010736662054659,-0.111063982131036,-0.0283770702489346,-0.0281081503069253,Female,60,No,Yes,Unemployed,Suburban,College,1672812000
54,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,1f082459-c176-46f5-ae23-8b72449679ba,churn,0.22775254,1,churn,-0.0537167288061391,-0.0008457417652607,-0.0560151926647813,-0.0069794836862274,-0.0440733655229269,-0.0945461648086348,0.0217337069487257,0.0454168174516598,Male,76,No,Yes,Employed,Suburban,High School or Below,1672812000
30,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5d83f371-ae6c-4859-af14-5c26979349a7,churn,0.46183255,1,churn,-0.0872472555291824,-0.0039484918374728,0.0041250379548728,-0.0184996408672668,0.0329322523496193,0.039680549341283,0.0322052688050462,0.0748451794484208,Male,57,No,Yes,Employed,Suburban,College,1672812000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,ed05c34f-2352-481f-9765-beb5acd75fb9,no_churn,0.3617694,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,78,No,No,Unemployed,Rural,Bachelor,1672812000
47,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2f13024d-b061-48cc-bad3-c18015d766a8,no_churn,0.26290736,0,no_churn,0.0644057483569304,-0.0023079098348898,-0.0264797132263629,0.0559046586752083,0.114928515084139,0.103113018540353,0.034525183617934,0.0568843504729011,Male,66,No,Yes,Employed,Rural,College,1672812000
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,59087a0d-b41d-41ff-ad4c-d455633513ec,no_churn,0.010001014,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Female,31,No,No,Employed,Suburban,College,1672812000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,84ca8b5d-6570-4ef4-8a9d-0437412a3ea2,no_churn,0.037775345,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,70,Yes,No,Employed,Rural,College,1672812000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,174ffd1e-92bb-4dce-af48-ccf15392c216,churn,0.85818934,1,churn,0.100840801609656,-0.0019263738755398,0.130669963886648,0.0208634934348629,0.0675531155518001,0.141734045685771,0.0074887515014961,0.0516461639045337,Female,32,No,No,Employed,Urban,Master,1672812000
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,9a5767ed-6886-4ad9-a4a8-8b4c485ed355,no_churn,0.020104917,0,no_churn,-0.123168491578908,-0.0007315923104943,0.005711372229889,0.0228961478377641,-0.0927238459363616,0.0331915815518004,0.083884758230115,0.0652472538914025,Male,71,No,Yes,Unemployed,Rural,Bachelor,1672812000
23,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b332b80d-4f70-4e11-bd9c-f9886156cdcb,no_churn,0.0076411176,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Male,34,Yes,Yes,Unemployed,Rural,High School or Below,1672812000
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,95c9ea4e-c07d-41b9-bde2-2db6bc0f7133,churn,0.44525945,1,churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Female,25,No,Yes,Employed,Suburban,Master,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,596a0d4a-e11d-4a09-a3ec-ef539ed8297f,no_churn,0.08487406,0,no_churn,-0.0213186058069823,-0.0045182669000132,-0.0151898719595374,0.0403681748934286,-0.0427987492287502,-0.132135336681504,-0.03094767278385,-0.0524858225763091,Male,46,Yes,No,Unemployed,Suburban,Bachelor,1672812000
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,19ddde6e-9f41-4527-81a5-c2eee1c230e5,no_churn,0.0040287776,0,no_churn,-0.104226255749682,-0.0058795473533609,0.0099165956128035,-0.0506376004922003,-0.130272168650081,0.0445669249944148,0.0229862347646121,0.0428529991196956,Male,67,No,Yes,Unemployed,Suburban,College,1672812000
60,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,93cb3285-a53c-4608-8987-ac894e3ba439,no_churn,0.06606453,0,no_churn,-0.0826076605174193,-0.003035611706764,-0.0700540743986175,0.0341660220404537,-0.0028163196131026,-0.106523897739512,-0.0169209239042356,-0.0212336845924528,Female,59,No,Yes,Employed,Suburban,Bachelor,1672812000
2,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,d790d599-beac-4420-b233-5a5c09f4531b,churn,0.47397223,1,churn,0.0715399221470579,-0.0050936512818952,0.0320958351855551,-0.171175847270688,0.0012579218859536,0.110740030604284,-0.0139379082426421,0.0580475441834642,Male,80,No,Yes,Employed,Suburban,High School or Below,1672812000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9a7aef75-1f4e-4b98-83c2-30d2aa4304d1,no_churn,0.3294307,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,53,Yes,Yes,Employed,Suburban,Doctor,1672812000
68,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,fb9e3a4a-8ee2-4cf2-bc7e-f913eb1e9b28,no_churn,0.058713775,0,no_churn,-0.12472661960187,0.0005081694303044,0.0009059116473872,-0.0175212366883715,0.0682152873043742,0.06535122050067,0.0924775329436124,0.113763583863456,Male,67,No,No,Employed,Suburban,High School or Below,1672812000
29,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,c026f05f-1687-484a-8640-fb9ed6e00de8,churn,0.72852486,1,churn,-0.182243991801333,-0.0044693432966778,-0.0042940975969122,-0.141527498486485,0.0217798907648466,0.0555027292674094,0.0090527284334712,0.0671734308369468,Male,52,No,No,Employed,Rural,Bachelor,1672812000
56,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca47a635-547e-4323-84b2-00b6a512f0b0,no_churn,0.0145106619999999,0,no_churn,-0.105368416322453,-0.007090721649547,-0.018851110692658,-0.0499779427582507,-0.0344338630348465,0.0231243542057563,-0.0240350681463496,-0.0323933848112483,Male,24,No,Yes,Employed,Suburban,Bachelor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,9c7c1759-14f4-49dd-8a75-d2764deb53b4,churn,0.86824965,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,26,No,No,Employed,Rural,Master,1672812000
25,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ceb6a3b7-508f-466f-bdc6-6bbeb6ceb0d7,no_churn,0.047767606,0,no_churn,-0.0675932197259499,-0.0065429991103883,-0.0333641284324221,-0.104445415954451,0.0203348340632692,0.0352935298300144,-0.0530476315822124,-0.0496611205143199,Female,37,No,No,Unemployed,Suburban,College,1672812000
71,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,46ba2e31-71e8-4545-8350-61d5db21e800,no_churn,0.002985232,0,no_churn,-0.0455545980939405,-0.001045819904848,0.0197348929924737,-0.0028409378654941,0.0290157138840004,0.0686256500529361,-0.0063018002402532,-0.0106592532327158,Female,68,Yes,Yes,Unemployed,Suburban,Bachelor,1672812000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7b95a32d-4524-4104-a8b0-eac74ae26c3d,no_churn,0.4995786,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,73,No,No,Unemployed,Suburban,Bachelor,1672812000
72,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,46ab7499-7daf-46b7-be0f-7f47e1d0b34f,no_churn,0.009903346,0,no_churn,-0.115000865098737,-0.0031576178529212,-0.0130715615276062,0.0236653778535037,-0.0218066383015138,-0.117432798024583,-0.0105406328682329,-0.0116814175693593,Male,73,No,No,Employed,Suburban,Master,1672812000
71,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,d7fddcd1-effa-4bd8-a4bd-2a1184da79f1,no_churn,0.001378673,0,no_churn,-0.0699393872593555,-0.0034220957183788,-0.0091480118228128,-0.0305604376317251,-0.0185571559423169,-0.101297590729064,-0.0109259133116393,-0.0251755602414232,Male,46,Yes,Yes,Employed,Rural,High School or Below,1672812000
72,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,29dc0155-8c61-4f90-a42c-4efa03e8a905,no_churn,0.009903346,0,no_churn,-0.115000865098737,-0.0031576178529212,-0.0130715615276062,0.0236653778535037,-0.0218066383015138,-0.117432798024583,-0.0105406328682329,-0.0116814175693593,Male,26,Yes,No,Unemployed,Suburban,Bachelor,1672812000
39,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,07538c9c-dc71-4360-b314-9a76943e407b,no_churn,0.027360616,0,no_churn,-0.0158658317142362,-0.0061090376441279,-0.0115568059767429,-0.0634966152314882,0.0033279842682532,-0.121987335242829,-0.0185311764128891,-0.0348073350428785,Female,23,No,No,Employed,Suburban,College,1672812000
22,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f63e932f-c7ad-44f0-8d91-a125288abb9a,churn,0.2540451,1,churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Male,27,No,No,Employed,Rural,Bachelor,1672812000
63,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,68aa0163-9cef-434c-8058-be0e74e9051e,no_churn,0.04743097,0,no_churn,-0.106589219546368,-0.0060165371487528,-0.0732032515139508,-0.0003902160562756,-0.085562909680375,0.0285077993424783,-0.0047353500239296,-0.0110364662136453,Male,27,No,Yes,Unemployed,Suburban,Master,1672812000
22,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1cb0f732-bc81-4f6c-9bb7-a1a85b837b28,churn,0.2540451,1,churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,78,No,Yes,Unemployed,Suburban,College,1672812000
8,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3abc393e-180b-479f-8f03-3fbff1811230,no_churn,0.33653796,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,77,No,Yes,Employed,Suburban,High School or Below,1672812000
48,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,e0bb84de-cf9f-4dcb-a689-b576c35871be,no_churn,0.0496909129999999,0,no_churn,-0.0260306243468403,-0.0114671470757639,0.0176738181212385,-0.0166443090293614,0.0255374646703239,-0.148698550358076,-0.0358492699519229,-0.0635475346663406,Male,29,No,Yes,Employed,Suburban,Bachelor,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,87b342f2-87f1-42d1-9162-6bf6112d274d,churn,0.2386074,1,churn,0.0434781019522233,-0.0031665302224428,-0.0580223315558214,0.0433276157961699,-0.0075865207820606,0.0493950871059132,0.0296247897417561,0.061423640521516,Male,78,No,No,Unemployed,Suburban,Bachelor,1672812000
69,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0c90d978-8557-412d-af7d-195e01a882c2,no_churn,0.03188501,0,no_churn,-0.0246259542269672,-0.0008790457861141,0.0140374453174263,-0.0067169391354764,0.0226383977216573,0.067617048809634,-0.0075660500587764,-0.0135310550112262,Female,31,No,Yes,Employed,Suburban,Bachelor,1672812000
24,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d7722487-1c5d-4745-84eb-e25665afe90e,no_churn,0.17797565,0,no_churn,-0.128073557374173,-0.0073451610270785,-0.0340112414421673,-0.0350584589335448,-0.05176729785313,0.038357243711971,-0.0294467683885159,-0.0216809098577323,Male,27,No,Yes,Unemployed,Suburban,Bachelor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ac0e920-f40e-4722-8452-3335a45b6f9a,churn,0.8782551,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,51,No,No,Employed,Suburban,High School or Below,1672812000
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,9a512c27-eb29-41df-8ab2-e2b71cd9cc9b,no_churn,0.19784324,0,no_churn,-0.151228475461439,-0.0022038947274268,-0.0219444749288868,-0.049097226108397,-0.0438642619165057,-0.0726360965358435,0.0295545520266478,0.042393724908743,Male,29,No,No,Employed,Suburban,College,1672812000
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4d2d7f09-b8e1-4cab-b2a6-8d8fb5f815de,no_churn,0.21955325,0,no_churn,-0.0858322118093838,-0.0020607548352199,0.0155154117004076,0.050640581763364,0.045311682596166,0.090737888354015,0.0002622751576654,-0.0136010208192601,Female,75,No,No,Unemployed,Urban,Master,1672812000
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,007ba6a4-a7de-4093-923c-7a89191cbefb,churn,0.5602762,1,churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,45,Yes,Yes,Employed,Suburban,College,1672812000
17,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2658c9dc-266a-4d53-ae7e-584993f32298,no_churn,0.08159515,0,no_churn,0.24012721687327,-0.0001885494934322,0.0899831314456605,0.0710314276683948,0.161815011532508,0.155615708638061,-0.0167676238371313,-0.0206424697700458,Male,64,Yes,No,Employed,Suburban,College,1672812000
71,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,9730fdd1-4410-4c6e-8591-6baea99ba1c9,no_churn,0.001378673,0,no_churn,-0.0699393872593555,-0.0034220957183788,-0.0091480118228128,-0.0305604376317251,-0.0185571559423169,-0.101297590729064,-0.0109259133116393,-0.0251755602414232,Female,71,No,No,Unemployed,Suburban,Bachelor,1672812000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a84e79f9-e6b8-4a0a-ae5b-c919be88af9d,churn,0.4335299,1,churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,60,No,No,Employed,Suburban,High School or Below,1672812000
39,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,6bb7a66a-bb3d-4649-9a0f-5368460cf18b,no_churn,0.027360616,0,no_churn,-0.0158658317142362,-0.0061090376441279,-0.0115568059767429,-0.0634966152314882,0.0033279842682532,-0.121987335242829,-0.0185311764128891,-0.0348073350428785,Male,23,No,No,Employed,Rural,High School or Below,1672812000
17,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c5292d4e-f646-48fa-b694-dead6a0c45e4,no_churn,0.08159515,0,no_churn,0.24012721687327,-0.0001885494934322,0.0899831314456605,0.0710314276683948,0.161815011532508,0.155615708638061,-0.0167676238371313,-0.0206424697700458,Male,51,Yes,No,Employed,Suburban,High School or Below,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ad4b750-3529-4032-8b8e-8118b7fe61a4,churn,0.48443654,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,54,No,Yes,Employed,Suburban,High School or Below,1672812000
28,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,15400182-3af6-4054-8b58-f87b1b74968c,no_churn,0.13334787,0,no_churn,-0.179207639071801,0.0440200199918035,0.0159383861814058,-0.0958139780052897,-0.0284949917249923,0.0524792041648288,-0.0144636933101992,-0.0334834595206484,Female,73,Yes,No,Employed,Suburban,Bachelor,1672812000
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,55d8c540-8329-4279-bede-db5c3da956d5,no_churn,0.3236068,0,no_churn,0.20334686058155,-0.0013519813869061,-0.0262697934035804,0.0455462101048033,0.128501406370087,0.164957719162612,0.118620785753646,0.0789559833237399,Female,79,No,Yes,Unemployed,Urban,Bachelor,1672812000
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1caeb0f4-ce91-4cae-a674-6a40e3142c19,no_churn,0.16416833,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Female,65,No,No,Employed,Suburban,Bachelor,1672812000
11,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3fe0bd76-8698-4bb8-afa8-cc8c269d3055,no_churn,0.19392747,0,no_churn,0.198507117814143,0.0035663072452734,-0.0301344191285079,0.06002460763837,0.0996351533111101,0.129396095896236,-0.0207205450686888,-0.02722578288789,Male,55,No,Yes,Unemployed,Suburban,High School or Below,1672812000
34,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,9f4255ab-4939-46cd-9d6f-ebb56ea00e62,no_churn,0.043526094,0,no_churn,-0.0419194827916453,-0.0038041795562821,-0.0392141437591362,-0.0463940873190404,-0.0368480751510742,-0.0616363878792617,-0.0164967436894585,-0.0227130530820886,Male,26,No,Yes,Employed,Suburban,High School or Below,1672812000
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7bf351ff-2637-42cb-98fd-7f12e48720f1,churn,0.81246024,1,churn,0.195450942286052,-0.0023992554105279,0.0493881414187853,0.0463963990265165,0.076285516857979,0.164607026064914,0.120709748905847,0.0805353362188816,Male,33,No,No,Employed,Urban,High School or Below,1672812000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,935f0b49-5d5e-418e-9aae-49a30c93be28,no_churn,0.065126106,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,72,Yes,Yes,Employed,Suburban,Bachelor,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29bb158f-aac7-4995-a29e-68b9d7eb3729,churn,0.33074126,1,churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Female,47,No,No,Employed,Suburban,Bachelor,1672812000
55,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,df47d8f6-5aae-4479-a8a0-efd71400979c,no_churn,0.2713916,0,no_churn,-0.128512273963606,-0.0042978597430555,-0.0421089373307222,-0.0440408479113648,0.0693453748681531,0.0362380074422981,-0.0126448960490415,0.0169952834310242,Male,68,No,Yes,Unemployed,Suburban,College,1672812000
46,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,329a49e3-33e0-4e40-a34d-3e51e1d99c52,no_churn,0.2973579,0,no_churn,-0.11484090756051,-0.0043531964716748,0.01043449601686,0.0175904413156877,-0.0283695062904735,-0.199066869652379,0.0389995912714039,0.0505797982817966,Female,37,Yes,Yes,Employed,Rural,High School or Below,1672812000
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,5c32e05e-1bb7-4bbe-a1de-9089dfc5d1b1,churn,0.005050731,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,54,No,Yes,Medical Leave,Suburban,High School or Below,1672812000
22,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,5ff68ad1-6f77-46e9-b026-b2281121473c,churn,0.13191317,1,churn,-0.035754934778497,-0.0100851950155629,-0.0486320466738288,-0.0309434915544716,-0.0388234727302233,-0.0597801951691599,-0.0029007587855721,0.0278939424844406,Female,74,Yes,Yes,Employed,Suburban,Bachelor,1672812000
41,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,fdfff1e9-6917-45b4-9d3f-bb58768a924e,churn,0.3457111,0,no_churn,-0.0064122303006388,0.0524019354164192,0.0262931515085802,-0.0136320726859867,0.0048209377379953,0.0946217893525408,0.0511886036561281,0.0516917393390576,Male,73,No,Yes,Employed,Suburban,College,1672812000
13,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,94ac9df0-52b1-4e4f-ab35-8e0bea20ae0c,no_churn,0.295719,0,no_churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Female,39,No,No,Employed,Suburban,Bachelor,1672812000
35,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,28a69565-7383-442e-ae76-6cd0c51e1a32,no_churn,0.2951934,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,53,Yes,Yes,Retired,Suburban,College,1672812000
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,385f52b2-712c-4957-8b04-89691c087fe0,no_churn,0.61103755,1,churn,0.045309157588199,-0.0024930316132667,0.131343222179921,0.118338634657648,0.0460635933726553,0.145513135492347,0.138860789584023,0.0654193125783785,Female,52,No,Yes,Employed,Suburban,College,1672812000
28,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d1ed945f-e105-40cb-b5ec-d91b0765568f,no_churn,0.13334787,0,no_churn,-0.179207639071801,0.0440200199918035,0.0159383861814058,-0.0958139780052897,-0.0284949917249923,0.0524792041648288,-0.0144636933101992,-0.0334834595206484,Male,42,No,Yes,Unemployed,Urban,Bachelor,1672812000
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a090c893-ee0c-488f-9f84-41aef2db5d92,no_churn,0.1660506,0,no_churn,0.0178654369620198,-0.0072588299265044,-0.118955401215626,-0.14222616350613,0.027698098746232,0.0593481954684648,-0.0468802862455777,-0.0586171995048061,Female,31,No,No,Employed,Urban,Master,1672812000
24,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,657d326d-50d0-46f8-b687-2c6eb739c741,no_churn,0.17797565,0,no_churn,-0.128073557374173,-0.0073451610270785,-0.0340112414421673,-0.0350584589335448,-0.05176729785313,0.038357243711971,-0.0294467683885159,-0.0216809098577323,Male,34,Yes,No,Employed,Rural,High School or Below,1672812000
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,95fb29ee-8357-412f-96b0-8dafaa2ba7ba,churn,0.005050731,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Female,72,Yes,No,Retired,Suburban,High School or Below,1672812000
62,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,2d779a18-2e66-4b2a-835b-0a758f6779b5,no_churn,0.0049836645,0,no_churn,-0.0665709280865121,-0.0039271000177541,-0.0124131512141684,-0.0196394365982996,0.0010736662054659,-0.111063982131036,-0.0283770702489346,-0.0281081503069253,Male,20,Yes,Yes,Employed,Urban,College,1672812000
13,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2df9501d-79c5-4f2e-9538-51298d7ba1d2,churn,0.6807155,1,churn,-0.0155682724841699,-0.0021854796035404,-0.0420590759164861,-0.185053138296744,0.0581723946295642,0.0787359667641248,0.050473110771818,0.0904583420235394,Female,71,No,Yes,Employed,Rural,College,1672812000
17,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9775f807-a9a7-401e-8de8-bfe239f98960,churn,0.42260024,1,churn,0.114859702811773,-0.0042776085656441,-0.0290779795569324,0.0084470129225883,0.114534969904416,0.10672786244224,0.133770066390371,0.0971009392499036,Male,38,No,Yes,Employed,Suburban,Bachelor,1672812000
56,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4a6cb242-3316-4249-a5e7-a48513787375,no_churn,0.0145106619999999,0,no_churn,-0.105368416322453,-0.007090721649547,-0.018851110692658,-0.0499779427582507,-0.0344338630348465,0.0231243542057563,-0.0240350681463496,-0.0323933848112483,Female,70,Yes,Yes,Employed,Suburban,College,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f5c586b2-56c8-45ec-b2e5-0730b39c8584,churn,0.7309507,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,25,No,No,Employed,Suburban,Bachelor,1672812000
29,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a1ccfe6d-db57-464a-a8bf-f4088762ebcc,no_churn,0.07776458,0,no_churn,-0.0677996351278488,-0.0151601513509149,-0.018133588206424,-0.0602203437428488,-0.0558969225676855,0.0379686910874079,-0.0330561051186668,-0.0367280968376326,Male,68,No,No,Unemployed,Suburban,College,1672812000
68,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,1ea4906c-33f7-4b5e-b5c1-a458af51bc86,no_churn,0.058713775,0,no_churn,-0.12472661960187,0.0005081694303044,0.0009059116473872,-0.0175212366883715,0.0682152873043742,0.06535122050067,0.0924775329436124,0.113763583863456,Female,80,No,No,Employed,Rural,College,1672812000
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,1db1072a-0c27-44e5-8f49-da5b6a32833f,no_churn,0.018566482,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,56,No,Yes,Unemployed,Suburban,Bachelor,1672812000
6,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,43f75bb6-021b-41c2-af84-7224be4a33b8,no_churn,0.24379337,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,76,No,Yes,Employed,Suburban,College,1672812000
47,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c087961d-54de-4148-aae2-944a35c1e31a,no_churn,0.06303325,0,no_churn,-0.113713549830927,0.0305769349386901,0.0076713756069602,-0.0425374017195281,-0.034158438391214,0.0287988132227292,-0.0380839762805135,-0.0395799077323317,Female,28,No,Yes,Employed,Suburban,College,1672812000
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c55c8075-5ec1-431e-b615-86d8798309dd,no_churn,0.0025882046,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Male,70,Yes,Yes,Unemployed,Suburban,Bachelor,1672812000
62,Yes,No,Low Speed,In_Store_Support,Two year,100hrs+,Active,cf22666b-703b-45bf-957f-8f8b71406592,churn,0.027089987,0,no_churn,-0.0822627600627856,-0.0036967818511038,-0.0178973542669518,-0.0091872365025665,-0.0545125376405121,-0.118430204791403,0.0100524927386868,0.0169082307263306,Female,25,No,Yes,Retired,Suburban,Bachelor,1672812000
28,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,2a8e72ad-d1c1-4eb8-9528-2a015d1cac2d,no_churn,0.020453067,0,no_churn,-0.0617343560780682,-0.0073996049491688,-0.0148171785673912,-0.0273426694799309,0.0090584770396526,-0.0801461474670213,-0.0443229328021698,-0.042321740741936,Female,80,No,Yes,Medical Leave,Suburban,High School or Below,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5919a649-9914-4440-b832-923ec3158c98,churn,0.8822181,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Male,70,No,Yes,Unemployed,Suburban,High School or Below,1672812000
31,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,cf945416-293d-4111-ae42-6becf567be10,no_churn,0.13953659,0,no_churn,0.0984139112485536,0.115453330774817,0.0673581578914672,0.096303061413937,0.0169332391151419,0.138183094391143,0.0417873935657826,0.0265416727946831,Male,48,No,Yes,Employed,Rural,High School or Below,1672812000
71,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,7956b25b-9b58-435d-84d8-bc0446c600c1,churn,0.009834363,0,no_churn,-0.0859251236599993,0.0010912571599874,0.0713748818320709,0.0727997003725795,-0.0752123021626448,0.0912730607427693,0.107230418052077,0.0883419602387221,Male,56,No,No,Medical Leave,Suburban,College,1672812000
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,0df75196-895a-4539-9ba9-80cc77d1ae1d,no_churn,0.2536831,0,no_churn,-0.0495380285069131,-0.0053204339254989,-0.016011347007161,-0.0188358158622395,0.0399588051460159,0.0476044463490961,0.0317355420114472,0.072122746677287,Male,27,No,Yes,Medical Leave,Suburban,College,1672812000
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4a04cb3e-0f89-4585-ba9c-ee5519e185c7,churn,0.7371859,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Male,73,No,Yes,Medical Leave,Urban,Bachelor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,723cb4e9-bf20-46bf-a70f-da4045108a7b,no_churn,0.76724035,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,40,Yes,Yes,Employed,Rural,College,1672812000
71,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,5511d8a1-9e40-49f9-ac20-b98d0483c184,churn,0.009834363,0,no_churn,-0.0859251236599993,0.0010912571599874,0.0713748818320709,0.0727997003725795,-0.0752123021626448,0.0912730607427693,0.107230418052077,0.0883419602387221,Male,74,No,Yes,Employed,Urban,College,1672812000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,38bef63e-7aca-48ba-96f4-b604b96cc3ac,no_churn,0.38187993,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,61,Yes,Yes,Employed,Urban,Bachelor,1672812000
24,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fc1d6a30-a8c4-4d42-9302-5dc62321f21a,no_churn,0.13393883,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Male,32,No,Yes,Employed,Urban,College,1672812000
71,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,4da006b5-c911-46c1-8475-ae440e7a7d9f,no_churn,0.017741516,0,no_churn,-0.0965766116029408,-0.0024235979126751,0.0148606131701262,0.051391232625001,-0.0077969230896542,-0.102994310152444,-0.0053416571539764,-0.0094782311878407,Male,59,Yes,No,Medical Leave,Rural,Bachelor,1672812000
71,Yes,Yes,Low Speed,In_Store_Support,Two year,100hrs+,Active,029217fc-6559-454e-8e07-d2ecbce2a644,churn,0.009834363,0,no_churn,-0.0516169331623314,-0.0007500910956878,0.0312196392191071,0.0233068163577081,-0.0269661223629191,-0.16575087700181,0.054052301783995,0.0474791161932444,Male,71,No,No,Employed,Urban,Bachelor,1672812000
70,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,23390545-c99f-457a-96d0-e6239061a46f,no_churn,0.021461176,0,no_churn,-0.113116043622513,-0.0019129147400599,0.0313632447487634,0.0281675788753227,0.0530031911158403,0.077420096759688,-0.0329543828921532,-0.0519969211844181,Female,39,No,Yes,Employed,Urban,College,1672812000
16,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,6199221d-b338-40cd-b47f-b451c24997ec,no_churn,0.16925524,0,no_churn,0.0929035650369769,-0.0056466418072523,0.104161506290202,-0.0177454087463866,0.14251007961564,0.0913348204246995,-0.0107384920757613,0.0167420448855409,Female,30,No,Yes,Employed,Rural,Master,1672812000
23,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a482db3e-f2e9-4ff9-8bee-8dc957c776aa,no_churn,0.039395604,0,no_churn,-0.0613883491493197,-0.0042870816809227,-0.0511846075106313,-0.0212407618140969,-0.0238046425155607,-0.0652303418269184,-0.0178660605522236,-0.0240243066303719,Male,40,No,Yes,Employed,Suburban,High School or Below,1672812000
71,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,733115e7-a16a-49df-a08f-500e1a77ab3b,no_churn,0.017741516,0,no_churn,-0.180818005854749,-0.004272438938824,0.0098333606631149,0.0513949364043764,-0.0218593711828589,0.0436608250565632,-0.0022367802101962,-0.0247286777880344,Female,50,Yes,No,Unemployed,Suburban,College,1672812000
22,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,442cd1ab-1ecf-4d78-83da-19368370fae7,churn,0.13191317,1,churn,-0.035754934778497,-0.0100851950155629,-0.0486320466738288,-0.0309434915544716,-0.0388234727302233,-0.0597801951691599,-0.0029007587855721,0.0278939424844406,Male,46,Yes,No,Employed,Suburban,Doctor,1672812000
5,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8ae1de93-1b17-4668-975a-a5d4915f3662,no_churn,0.12386978,0,no_churn,0.168476494117085,-0.0028472651446827,0.0897450085861692,-0.129350917527081,-0.0015086134622833,0.113466978027136,-0.0387119573211566,-0.0233121081147055,Female,47,Yes,Yes,Unemployed,Suburban,Bachelor,1672812000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6a35cc10-8420-4b00-91c2-f2a2153f70f8,no_churn,0.30501375,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,52,No,No,Disabled,Rural,Bachelor,1672812000
53,Yes,No,Medium Speed,Phone_Support,One year,<80hrs,Active,b327a255-ead5-479f-a04e-da0b2caf036d,no_churn,0.15846147,0,no_churn,0.0495454021492014,-0.0009194117739207,0.028520761511927,0.0836831452816159,0.116700677321187,0.0236825764304285,0.0761885084314053,0.103572197273461,Male,49,Yes,Yes,Employed,Suburban,Bachelor,1672812000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,74ab773b-79d7-4e60-86e5-c85187fcb424,churn,0.48443654,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,23,No,No,Employed,Rural,College,1672812000
24,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,30eaef4b-43b8-4ee9-921f-51ba5cfb468e,no_churn,0.13393883,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Male,25,No,No,Disabled,Urban,Master,1672812000
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,973bb3fb-5b1e-4479-9096-789459d01716,no_churn,0.5698023,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,76,No,No,Medical Leave,Suburban,High School or Below,1672812000
59,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,c2b1de8d-164e-4df8-87cc-60ead7dc50ad,no_churn,0.29994294,0,no_churn,-0.0022129566289697,0.131349686512032,0.0776685844061887,0.03612225818831,-0.0061327896647537,0.137391204132603,0.203782355068169,0.0730055184747584,Male,42,No,Yes,Employed,Urban,College,1672812000
31,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,2492239d-e35d-407a-9304-3dcff627f98f,no_churn,0.13953659,0,no_churn,0.0984139112485536,0.115453330774817,0.0673581578914672,0.096303061413937,0.0169332391151419,0.138183094391143,0.0417873935657826,0.0265416727946831,Female,75,No,Yes,Employed,Suburban,College,1672812000
46,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,b72ff639-ff77-4dc5-96ec-8b268ee275ee,no_churn,0.2973579,0,no_churn,-0.0524328303763377,-0.0032534126738573,0.0057557162739522,0.0813454221641222,0.0975909276556922,0.122287681366233,0.206009750404783,0.083670604134495,Female,41,No,Yes,Medical Leave,Suburban,College,1672812000
39,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,8a9ec790-829d-4803-a9c5-f2e0aa554a0a,no_churn,0.33643296,1,churn,-0.0858227631876343,0.0371520645595774,-0.0494580844616029,-0.00406711337273,0.0336917048872601,0.0839759699113164,0.0443356988593768,0.0236663705749197,Male,62,No,No,Unemployed,Suburban,College,1672812000
55,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad6d07bd-1727-4806-91c4-56c94c46fa86,churn,0.4335299,1,churn,-0.152118152810031,-0.003714603563003,0.0594495584903324,0.0242641423812528,0.0577612444436181,0.0715237213958198,-0.0301279554956545,-0.0455785164041208,Male,44,Yes,Yes,Medical Leave,Suburban,High School or Below,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8a5ccb18-3e92-45b0-aa97-6c5171bd8b63,churn,0.8188736,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,39,Yes,Yes,Employed,Rural,High School or Below,1672812000
33,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,dba6d915-a00b-4f33-bee9-aa7ca6af94a0,no_churn,0.14512913,0,no_churn,-0.0746116626448838,-0.0007365624056183,-0.0023919674049284,0.0135412203712803,-0.0249752139937481,0.0874123114544636,0.113456332195155,0.0664698734539069,Male,61,No,Yes,Employed,Urban,High School or Below,1672812000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,10c0a506-a1d2-44c2-bbd4-c30c8e15583f,no_churn,0.47008193,0,no_churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,25,No,No,Employed,Suburban,Bachelor,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ec986369-5b54-4268-9fbc-55f4728b0074,no_churn,0.76724035,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,53,No,No,Employed,Rural,Bachelor,1672812000
28,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f08c4887-5494-4307-ab8f-98bb6ca084f3,churn,0.17340276,1,churn,-0.130133552232583,-0.0063377364826192,-0.0919589103078033,-0.0372255912281252,0.0921231928834458,0.0403429000440337,0.029095871675945,0.0696867227477559,Male,21,No,Yes,Employed,Suburban,Master,1672812000
33,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,f4576832-3fb9-44e1-bef8-02915db2286b,no_churn,0.43722457,0,no_churn,-0.0902990775241596,-0.0021922797727165,0.0154027498330742,-0.0972111955426226,-0.107240034821989,0.069598650588141,0.0482254943512907,0.058022873070322,Male,26,Yes,No,Unemployed,Suburban,High School or Below,1672812000
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,09cfa598-0de4-4780-bb98-a7df6d8f5339,no_churn,0.4147289,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,34,No,No,Employed,Rural,College,1672812000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a0a70a51-7641-4871-84f6-fb0a179fdacc,churn,0.8822181,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Male,55,No,Yes,Employed,Suburban,College,1672812000
70,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4870a7be-1428-4ba4-b05d-a280fcd9c692,no_churn,0.011036713,0,no_churn,-0.0665351205695333,-0.0011471455082755,0.0004747463187595,-0.0019390410918276,-0.0318324890411895,0.0586661507887856,-0.0243367175475941,-0.0423765353277667,Female,36,Yes,Yes,Employed,Rural,Bachelor,1672812000
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ddfb80e0-97c7-44a1-827e-a43417f93373,no_churn,0.4147289,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,67,Yes,No,Unemployed,Suburban,Bachelor,1672812000
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,443e1bd6-bdfc-4413-80e4-b674aa26d0ba,churn,0.44525945,1,churn,0.224596935205118,-0.0094509359719268,0.0404281730716866,0.0352098849373032,0.0626108415303679,0.126944429270461,-0.0139480415572506,-0.0037995456508542,Female,49,No,No,Unemployed,Rural,Bachelor,1672812000
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eadafec0-c73f-4bee-b7c6-0b30f71be59e,no_churn,0.08487406,0,no_churn,-0.0159984850040564,-0.0033009015565221,-0.0633232411015706,0.0903139033758998,-0.0475688375136269,0.0867831964724246,-0.0249433475135447,-0.0323002495938635,Male,56,No,Yes,Employed,Rural,College,1672812000
20,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,cd261836-f303-4015-8a2e-c484e828cd46,no_churn,0.40966386,0,no_churn,-0.0982791790921146,-0.0064501078666035,-0.0419778265377863,0.010245706202786,-0.11193598265123,0.034928710805625,-0.0224113758604471,-0.0331460961472839,Male,62,Yes,No,Employed,Suburban,College,1672812000
66,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,7fd3058f-c359-4382-a47c-c8ca23872791,no_churn,0.0061994297,0,no_churn,-0.0272905725936107,-0.0032692634649174,0.0106829276758344,-0.05085129652256,-0.0005376898601389,-0.139755955041042,-0.0260441149368671,-0.0269601877715103,Female,22,Yes,Yes,Employed,Suburban,Bachelor,1672812000
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ed8ca78-c39a-4c92-9398-1ad5070d80aa,no_churn,0.06606453,0,no_churn,-0.198403172116819,-0.0040427815598559,0.0307451330072399,0.0245059451791166,-0.0118277738306187,0.0530707641951039,-0.0068371949322954,-0.0053954226944279,Female,76,No,No,Employed,Suburban,College,1672812000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,24b71bf1-c195-4f6c-a59a-fc5d0db00888,no_churn,0.24639481,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,78,No,No,Medical Leave,Suburban,College,1672812000
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,97af2a77-2665-4b58-b96f-42040f6b79ed,no_churn,0.23298864,0,no_churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Female,80,No,No,Employed,Suburban,Bachelor,1672812000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab954783-5983-435c-a542-a17c846a50ff,no_churn,0.40219003,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,35,No,Yes,Employed,Suburban,Master,1672812000
64,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,d854cc4d-b805-4129-a7cc-fb174a8527b4,no_churn,0.06734446,0,no_churn,-0.229370706424984,-0.0040508037171639,0.0366861774643257,0.0217739780948977,0.0171588082714606,0.055173879068202,-0.0098606992326858,-0.0082012843295979,Male,39,No,Yes,Employed,Suburban,High School or Below,1672812000
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d202415-05f9-4dcb-bd06-05b321b3703b,no_churn,0.2527191,0,no_churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,32,No,No,Employed,Suburban,Master,1672812000
68,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,50ca1fda-4d29-4c4b-a7cc-756635170d4d,no_churn,0.067417555,0,no_churn,-0.0660712745712953,-0.0024411349908768,-0.0226286188765334,-0.014643866078286,-0.0462329490415322,-0.149183725930106,0.006672260090836,0.0255031563756983,Male,76,Yes,Yes,Employed,Suburban,College,1672812000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,7f22699d-f61f-403f-81f8-93763cd20b64,no_churn,0.24639481,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,41,Yes,Yes,Unemployed,Suburban,Master,1672812000
7,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1f0fe519-8e3e-49a4-b728-f568d625ee9d,no_churn,0.23298864,0,no_churn,-0.0160979910043533,-0.0075428653158269,-0.0094079473460715,-0.0560136004499145,-0.135667494651079,0.0424211493328402,-0.035017488262838,-0.0252843286054849,Male,21,No,Yes,Unemployed,Suburban,College,1672812000
48,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,62c3e5b3-8013-44d8-b40e-51227c1149e3,no_churn,0.0915467,0,no_churn,-0.0260306243468403,-0.0114671470757639,0.0176738181212385,-0.0166443090293614,0.0255374646703239,-0.148698550358076,-0.0358492699519229,-0.0635475346663406,Female,70,Yes,No,Employed,Suburban,High School or Below,1672812000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,137a8dba-1a75-45ba-a6aa-3a4d44070650,no_churn,0.037775345,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,51,No,No,Employed,Urban,High School or Below,1672812000
17,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,561dd489-8add-483a-b1fa-9428f457515e,churn,0.42260024,1,churn,0.114859702811773,-0.0042776085656441,-0.0290779795569324,0.0084470129225883,0.114534969904416,0.10672786244224,0.133770066390371,0.0971009392499036,Female,56,No,Yes,Unemployed,Rural,College,1672812000
39,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,81727c64-23ac-42b3-8311-1b3a68bf7179,no_churn,0.027360616,0,no_churn,-0.0498519559605574,-0.0197305682706428,-0.0621642390847864,-0.120504827666382,-0.0328957071172499,0.049537242613087,-0.013771141886591,-0.019644951956161,Female,46,No,Yes,Employed,Suburban,College,1672812000
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,bfe350f5-bde5-4243-b56d-964b91808672,churn,0.7371859,1,churn,-0.139933976492721,-0.0022637385001326,-0.0174164330811163,0.0167495408610375,-0.0254581424523985,0.0681129890616102,-0.0643280891572794,0.0355116959087354,Male,71,No,Yes,Employed,Suburban,Bachelor,1672812000
14,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,1d869b35-9ab0-48c0-9b83-5fb2939d78dc,no_churn,0.48916784,0,no_churn,-0.0195175693179385,0.0032295533414617,-0.0091148344605153,-0.164698461563887,-0.0964384008634078,0.066140214728698,0.0181888729493493,0.0498511382267361,Female,47,No,Yes,Disabled,Suburban,Bachelor,1672898400
62,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,c10e638c-f34f-4b38-a1a7-ff69ad0ebbf3,no_churn,0.049306545,0,no_churn,-0.0941797460039197,-0.0013114490964471,0.0422728116374855,-0.0020629881294007,0.0905734140398272,0.0594956173209357,0.0533036835206985,0.0928825079958551,Male,30,No,No,Retired,Suburban,College,1672898400
9,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,b5fbf586-e41a-4414-8a3f-97733095b587,no_churn,0.23582165,0,no_churn,-0.0104793158514257,-0.014630070981475,-0.0369833078049123,-0.0800638604310279,-0.139621759007423,0.0428717842694823,-0.0019630326353399,0.01184341195265,Male,77,Yes,Yes,Employed,Suburban,Doctor,1672898400
72,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,3c07f2aa-dbcd-46f1-a8e7-c6ae92ec69ed,no_churn,0.007358268,0,no_churn,-0.101555706210963,-0.0012598445815274,-0.006021146919661,-0.0125208996422543,-0.0376776283653589,-0.151619039472912,0.0209496061843356,0.0206785050241614,Male,60,No,No,Employed,Urban,Bachelor,1672898400
53,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,ef0ddf3d-22f7-4841-a725-74c2f932b12d,churn,0.117791906,0,no_churn,-0.100045246568734,-0.0072921131136536,0.0146838590158949,-0.100693409793566,-0.103864382057254,0.0362517401803415,0.0189338284544828,0.0329995737972603,Female,32,Yes,No,Employed,Suburban,High School or Below,1672898400
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,a418a52b-22d7-4f1b-aa81-9ae9e72e84a3,no_churn,0.04067414,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Male,48,No,No,Employed,Suburban,Bachelor,1672898400
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,2f398fdc-9d1b-413a-a3b9-309d4027ea34,no_churn,0.02988388,0,no_churn,-0.109762417778193,-0.0231846063891771,0.0224734289892103,-0.0771289535418827,0.0577791934725155,0.0449545576220134,0.0414578636094029,0.0643847832469146,Male,28,No,Yes,Disabled,Urban,High School or Below,1672898400
37,Yes,Yes,Medium Speed,In_Store_Support,One year,100hrs+,Active,7c88b73c-2b3d-4916-9a5b-07742a39e973,no_churn,0.10735047,0,no_churn,-0.040828496385011,-0.000254050165513,0.0164648653474523,-0.0520170151699858,-0.0108844036515074,-0.0723924280075516,0.0558268847868748,0.0600584937809435,Male,64,No,No,Employed,Rural,College,1672898400
59,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,8ef917f7-11f2-4c3b-ba3d-e2bda1e26ba0,no_churn,0.055307675,0,no_churn,-0.141855393520248,-0.007600945809645,-0.0075445462012066,-0.0799082554907931,-0.0929467952173581,0.0388089224011037,0.0151607668378756,0.0068600943231217,Male,69,No,Yes,Employed,Suburban,Bachelor,1672898400
21,Yes,No,Medium Speed,Phone_Support,One year,100hrs+,Active,69669637-d307-4ed2-aad5-bd763c9d259a,no_churn,0.09847749,0,no_churn,-0.0391261149023375,-0.0048906224815436,0.0073959696410929,0.0347377292950477,0.0958497676914703,-0.0549644435110894,0.101307922942542,0.0939969762223336,Female,41,No,Yes,Unemployed,Suburban,Master,1672898400
17,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,840dfc47-2496-4c96-8804-e5cfa6020ddc,no_churn,0.14506584,0,no_churn,0.0638246024074851,-0.0100244445238422,0.010570363126244,0.0287009795795165,-0.090177063226256,0.0939227785532966,0.0346296324140894,-0.0328063276377906,Female,50,No,Yes,Employed,Suburban,Doctor,1672898400
30,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,315f18dd-eb16-4bba-8ab4-1a9bd0db9e6f,churn,0.12910187,1,churn,-0.0554658803483835,-0.0031763875850083,-0.109729871540185,-0.0191107963816648,0.040530168064397,-0.135532443205575,0.0335402922235152,0.0599187667576188,Male,61,No,No,Employed,Suburban,Master,1672898400
23,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,26848978-6f67-4ee9-aa29-f6e77be3fb77,no_churn,0.014675152,0,no_churn,-0.0641651909797974,-0.0032946364840972,0.0151242137727149,-0.0535867856394179,-0.0584422904645452,-0.158374258684216,0.0262428536765128,0.0274699428986014,Female,36,No,No,Unemployed,Suburban,College,1672898400
33,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,926795d9-f773-4284-8b56-85b16a935e24,churn,0.19584459,1,churn,-0.0768873643951428,-0.0026636329711254,-0.0940568170760616,-0.0421850646342136,-0.009054401623066,0.0592089628154417,0.0362498680829594,0.0405289665476425,Male,30,Yes,No,Unemployed,Suburban,College,1672898400
18,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,b1c69eb6-2ee8-4a13-a575-4594784a52bd,no_churn,0.17905767,0,no_churn,-0.0481565148078698,-0.0191666124135008,-0.0330773015317117,-0.0487234721223558,-0.0784051700838426,0.0279024897073941,-0.0256705647194758,0.006270994664992,Female,79,Yes,Yes,Unemployed,Urban,Bachelor,1672898400
41,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,9324d737-ad99-4531-bee7-e43c0610442e,no_churn,0.025999842,0,no_churn,-0.0624557031149197,-0.0026636521346881,-0.0585002102192629,0.0779652696503035,0.126417960953222,0.0428516400927037,0.0376767051408023,0.0121818402465578,Female,38,No,No,Unemployed,Urban,High School or Below,1672898400
70,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,331444fd-47bd-44e8-8671-94d45ba1cbeb,no_churn,0.12036532,0,no_churn,-0.134474604665302,-0.0322821666672825,-0.0319962918619557,0.0120162548313919,0.0517054227050903,0.0968986027995379,0.0394663547096752,0.0679736108853649,Male,71,No,No,Unemployed,Suburban,Bachelor,1672898400
68,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,796f8eae-37fd-4131-b7b5-64d5b3fb454b,no_churn,0.028028661,0,no_churn,-0.0947769894846806,-0.0011134306593521,-0.0088561516230765,0.0037626409754102,-0.04873940680347,0.0732209420253457,0.0828234786147004,0.0379861017220537,Male,41,Yes,Yes,Unemployed,Suburban,College,1672898400
50,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a06851a4-52b1-4577-84e3-8c84878da086,no_churn,0.09873677,0,no_churn,-0.0377602880347876,-0.0024829002596925,0.0387803917733981,-0.184020917158741,0.0163106444943696,0.0683357503611296,-0.0379366923138877,-0.0544188079823743,Female,55,Yes,No,Unemployed,Suburban,Master,1672898400
64,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,41b8255b-2ff0-4c37-a4d9-c35c49758a84,no_churn,0.016961647,0,no_churn,-0.0609698744565503,-0.0033500091930545,-0.0233239505979145,-0.0276021977369055,-0.0197293896174596,-0.104244368135587,-0.0127133393477743,-0.0170930237881839,Male,80,No,Yes,Employed,Rural,High School or Below,1672898400
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d98fdfa5-2ab5-4db3-b764-8fded87fcc5a,no_churn,0.30451798,0,no_churn,0.30628236253594,0.128325248379788,0.0528269362293031,0.0465828247534045,0.0714544340281645,0.151404328398203,-0.0175479281771822,-0.0083543445362192,Male,24,Yes,No,Unemployed,Suburban,Bachelor,1672898400
57,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,35b06bdb-8786-4ca4-a031-419e060ada2c,no_churn,0.01190822,0,no_churn,-0.0353973422891249,-0.0050920123790274,-0.0460546600704401,-0.0622006759673786,0.0465885574198182,0.0523983842749566,-0.0373468505589426,-0.0519215512411756,Male,56,No,Yes,Employed,Suburban,High School or Below,1672898400
71,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a3b27f9d-316a-46ae-8e35-877451545d3b,no_churn,0.004495225,0,no_churn,-0.0571057582113007,-0.00368569897415,0.0016734813954462,-0.0290940157308068,0.0021204870766814,0.056373049927788,-0.01651269171286,-0.0127950062667878,Male,20,No,No,Employed,Suburban,College,1672898400
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,95db255c-e449-47c5-8af5-a76cc9c23385,no_churn,0.29635593,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,73,No,Yes,Unemployed,Suburban,College,1672898400
53,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,70ffff4f-d3e8-4df9-b290-f7a8c93e4b53,no_churn,0.05543285,0,no_churn,-0.0436379785889585,-0.0031588721764819,0.0054177121500288,-0.0447928373436389,-0.0500007147893029,-0.0632884490137621,-0.0181417036256243,-0.0214233095238341,Female,52,No,No,Retired,Suburban,Bachelor,1672898400
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2a9fbf44-a0e6-44cd-8e3b-ee3daa1f7e9f,churn,0.3762319,1,churn,-0.0495805231878876,-0.0093213903712785,-0.0175755110610225,-0.0970726227096565,-0.0379580846685712,0.046630867434078,-0.0526925228774234,-0.0395851803856203,Male,36,Yes,Yes,Employed,Urban,College,1672898400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fad6555c-87af-4617-9101-78a87c0dbec2,churn,0.51403666,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,71,Yes,Yes,Employed,Suburban,High School or Below,1672898400
20,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6699a5a9-053c-4400-afc2-ffecb8619a4f,no_churn,0.0152880745,0,no_churn,-0.144515433939159,0.0401997810615193,0.0022020085847407,-0.0498994159031917,0.0217223509221548,0.0568053309676133,-0.054961210353972,-0.0605795630335433,Male,79,No,No,Unemployed,Urban,Master,1672898400
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,59b2acbd-6adb-4569-bbf8-e20bfb0b9a50,no_churn,0.17472649,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Male,29,No,No,Medical Leave,Urban,High School or Below,1672898400
38,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,62032d95-ba2c-4ebf-85c4-4c723da92579,no_churn,0.07300944,0,no_churn,-0.0468208822074029,-0.0141981078814569,-0.0140612452428104,-0.038849475073548,-0.0870015924570725,0.0184403147157354,-0.0344531745706444,-0.018081988158774,Female,78,No,No,Employed,Suburban,College,1672898400
22,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c8310966-b29c-4b59-83a8-f7a95976d226,no_churn,0.13763852,0,no_churn,-0.0245194260685821,-0.0018569098492116,0.0762612269482724,0.0129467873501835,0.0673731239944572,0.0848546369031282,-0.03605473467318,-0.0234853991782711,Male,57,No,No,Unemployed,Suburban,Bachelor,1672898400
23,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e6d1f1a7-e3e1-46a7-a769-2b60817fbae0,no_churn,0.10832604,0,no_churn,-0.0660166502413812,-0.0095205635063757,0.0418463233117654,-0.127502230356858,0.0234140049754387,0.0588801883439555,-0.0418460525247428,-0.0682811730758294,Female,78,Yes,Yes,Employed,Suburban,Bachelor,1672898400
25,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,a68ec033-4c35-46dd-9b79-a0807cf36adf,churn,0.53622526,1,churn,-0.0341648845245436,-0.0120896924975386,0.0372197142786535,-0.0443733567517119,-0.188182831957893,0.0454554778241799,-0.0192212945930259,0.0263307168821302,Male,44,No,Yes,Employed,Suburban,College,1672898400
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,a8248918-3ce2-454b-96ec-3c05eee5871d,no_churn,0.0154882689999999,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,68,Yes,No,Employed,Suburban,High School or Below,1672898400
20,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,53dcb961-6394-4874-a15e-0c91a9ea3a08,no_churn,0.15227228,0,no_churn,0.103612043827652,-0.0041456526463116,-0.0390790508377631,0.0290915205004421,0.106580563380794,0.109697506812718,0.159828718881145,0.130673917858076,Male,40,No,Yes,Employed,Suburban,Doctor,1672898400
40,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,4ea5c31d-b972-4e01-8ef7-6a6fda8d1c1d,churn,0.41363907,1,churn,-0.0137490754578539,-0.0119177679967469,0.0197516266615275,-0.009758649326086,-0.067790556675045,0.107751104050021,0.11431157645512,0.0745790576985291,Male,74,No,No,Employed,Suburban,Master,1672898400
10,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,146d29f1-18d6-4339-b02b-c64dcca095f4,churn,0.596614,1,churn,-0.0078406214717051,-0.0028111428540069,-0.07455559331122,-0.110707258225898,0.0073961022882303,0.0837509840080883,-0.024117023779363,0.0898583985651839,Female,34,No,Yes,Employed,Suburban,Bachelor,1672898400
6,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,9ec4fbb8-db61-4149-9ec7-41bb56b63925,churn,0.75013286,1,churn,0.120208450977216,-0.0017941840331332,0.114868799673518,0.0108846767359159,0.0736620815750302,0.136348524325595,0.121074662862088,0.133220839701503,Female,50,Yes,No,Employed,Suburban,Master,1672898400
48,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,23d3ace6-6724-4d30-bb64-10f9606b3fc7,no_churn,0.07479454,0,no_churn,-0.0315032384489859,-0.0017006216213849,0.0215348758359141,0.0059650874146609,0.148365426418895,0.0623408832909081,0.0796449560825385,0.109659813603612,Female,58,No,No,Employed,Suburban,Master,1672898400
11,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,e85b2c96-9124-4bef-ac85-9b4186c6d124,no_churn,0.48725763,0,no_churn,0.0148809758510287,-0.0055390567170434,0.0520774856268508,-0.0823506086165252,-0.104398479822576,0.0746732403804344,0.0632367387556951,0.0499768896648674,Male,58,No,Yes,Employed,Suburban,Bachelor,1672898400
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,3200e9d1-d1ce-4a89-9c3e-0fbfeba54220,no_churn,0.73291415,0,no_churn,0.145752244288001,-0.0022370019746267,0.017900008130523,-0.0222656776006397,0.109668474727741,0.14939499354582,0.166963226460016,0.132464253655044,Female,59,Yes,No,Unemployed,Suburban,High School or Below,1672898400
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,be27e9fc-8e17-46a3-a0c2-5470d10d1357,no_churn,0.019220114,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Female,48,No,Yes,Employed,Suburban,Bachelor,1672898400
65,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b4c6ca8a-5598-4f80-908a-c67c7054c582,no_churn,0.14813478,0,no_churn,-0.17218411429847,-0.0108692656282437,-0.0223914045304991,-0.0124389455168784,-0.0921214723822959,0.0390194820343094,0.0082189064149042,0.0304073283824709,Male,39,Yes,Yes,Disabled,Suburban,Bachelor,1672898400
5,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,0997fdd3-f40a-4bd6-8a08-d584356d79bb,churn,0.7705016,1,churn,0.109800991897609,-0.0050573812619768,-0.0047577811318478,-0.0567389768861721,-0.190644726255687,0.0601513678719857,0.0073494450891848,0.0583709070432814,Male,80,No,Yes,Employed,Suburban,High School or Below,1672898400
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,67067370-8fed-43d0-a05b-925754216d71,no_churn,0.3211703,0,no_churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Female,59,Yes,No,Unemployed,Suburban,Master,1672898400
70,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,7a74375e-b477-4281-bd31-81bd0022607b,churn,0.13805729,0,no_churn,-0.198117114387169,-0.0066997039658963,0.0120646872762836,0.0424140772871578,-0.0652165101198716,0.0051890082264617,0.0119693519549127,0.0393700507360517,Female,63,No,No,Employed,Urban,Bachelor,1672898400
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,11df3e2e-892d-4227-bb94-f770bd9fc672,no_churn,0.13263561,0,no_churn,-0.237816839871948,-0.0022087159891452,-0.0126894937690758,-0.0724828595430335,0.0120369601988204,0.0448704171105237,0.0092164796505221,0.0160478996043821,Male,50,Yes,Yes,Employed,Suburban,Bachelor,1672898400
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,ada96425-e8d7-4b93-8d2f-081845bcadf1,no_churn,0.009577353,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Female,31,No,Yes,Employed,Suburban,Bachelor,1672898400
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,eefe0875-c72d-45fd-af80-f59e47ad4123,no_churn,0.12405669,0,no_churn,-0.106666554326775,-0.0031142367511711,0.0283672173201739,0.0129386603261446,-0.0945540502911444,0.0532553327074765,-0.0001977363463447,0.0109452151682671,Female,58,No,No,Unemployed,Suburban,College,1672898400
49,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,5f4234ac-d57e-4ac9-b536-1393ddd71927,no_churn,0.037011642,0,no_churn,-0.0845593776034002,-0.0020276805411049,-0.049528510837481,-0.0149474765547165,-0.020363580168032,-0.123933902261015,-0.0094789575023423,0.0358133317405918,Male,42,No,Yes,Employed,Suburban,College,1672898400
26,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,f0123709-3e72-425b-8ef9-d17c23116ba4,no_churn,0.45912257,0,no_churn,-0.186851534227853,-0.007605973055688,-0.064108465461104,0.0455052871453699,-0.0648089619278471,0.0343882155683968,0.0065689348492014,0.0278863467051814,Male,79,No,No,Disabled,Rural,Doctor,1672898400
4,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,5a20c89d-e49c-4df9-bc82-b0e819e91361,no_churn,0.50956804,0,no_churn,0.252572721335841,-0.004381128262903,-0.023077320452794,0.17158727392462,0.0061289743704946,0.0832981969064576,0.0639674741655289,0.0325443247973089,Male,66,Yes,No,Unemployed,Suburban,College,1672898400
52,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,a8e119f7-1b2b-4acf-aaea-c0aaa2ea08c7,churn,0.31326404,1,churn,0.0085417395025706,-0.002426200766713,0.114628588402938,0.0305840278062987,0.124694108369649,0.132385671755956,0.1295093876387,0.0953898703764389,Male,44,No,No,Unemployed,Suburban,Bachelor,1672898400
50,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,98f32f8d-b12c-41cc-a600-06f5932ce20d,no_churn,0.22144324,0,no_churn,-0.0530434459038406,-0.0046366868528275,0.0887648075847027,0.0982410083039485,-0.0737260862579387,0.0525543633045708,0.118485832757069,0.048834064462826,Male,51,No,Yes,Employed,Suburban,Bachelor,1672898400
70,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Active,01b5440a-9130-4713-b842-3ab2712c57b6,no_churn,0.2513981,0,no_churn,-0.159136484496139,-0.0016181817958386,0.0417241708853907,-0.0269422380790456,-0.061364262193947,-0.174419687715781,0.057426879184095,0.0653036491189959,Female,58,No,Yes,Unemployed,Urban,Bachelor,1672898400
41,Yes,No,Fiber optic,Phone_Support,One year,0hrs,Disabled,8f486874-7fcc-42cf-955e-9da2723650bb,no_churn,0.091547795,0,no_churn,-0.028888515943745,-0.0062860637815902,-0.0002625764739605,0.0492669246977129,0.0013506621497072,-0.23592145723077,-0.0110756751626104,-0.017209448565718,Female,29,No,No,Unemployed,Suburban,High School or Below,1672898400
47,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,2acfd88f-ae0a-4b09-bc54-1c3b52f4dd04,no_churn,0.21040812,0,no_churn,-0.0713018057043109,-0.0043208103005144,0.0475145928680558,0.101255388307745,-0.158131892171982,0.0605341391000865,-0.020329775452883,-0.0107588050295726,Female,61,No,Yes,Unemployed,Suburban,Master,1672898400
22,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,576840d7-5f56-4721-8168-afe802ccbd9f,churn,0.46570405,1,churn,0.0554912664391395,-0.0018908473398369,0.110856770014843,0.135424632129125,-0.0094667914510091,0.104918956310698,-0.0121923671634067,0.0032846185181006,Female,66,No,No,Employed,Suburban,Bachelor,1672898400
67,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,7ba2c2e8-d2d5-4067-8751-abaf5dcc1fe3,no_churn,0.0740163,0,no_churn,-0.0961455645349451,-0.0030784225438765,-0.0224142048909379,0.02299825118248,-0.0262998667439387,-0.113540851833113,-0.0171979713378641,-0.0133475229254327,Male,56,No,No,Unemployed,Suburban,Bachelor,1672898400
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,3c496532-f57a-41dd-acbb-de3b953751b4,churn,0.66734827,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Male,35,No,Yes,Unemployed,Suburban,College,1672898400
3,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,fecfefa4-d075-4d63-84fd-bbad6f5d04c0,churn,0.8668174,1,churn,-0.0096200635892319,0.0557257164628572,-0.0107767334150594,-0.0956732455422025,-0.0016682621172503,0.0905229742149049,-0.0401891656432235,-0.0112640376709532,Female,44,No,No,Employed,Suburban,College,1672898400
24,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,b15fb466-e6b6-4178-b1ec-d88c48b861c7,no_churn,0.14464933,0,no_churn,0.0004799929018463,-0.0017527717801931,-0.0155663095740783,0.0461621881395603,0.0024924745107637,0.117843032744477,0.200695762843861,0.0981194878006317,Female,62,Yes,Yes,Employed,Suburban,Doctor,1672898400
62,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,3872662e-1f6c-4b32-96a2-2cce68533658,no_churn,0.18956272,0,no_churn,-0.149788399622403,-0.0026590755153301,0.006353609432017,0.0095491163821679,-0.0998442090988464,0.0537084089584095,0.0323351435511904,0.0238192540790441,Male,51,No,Yes,Employed,Suburban,Bachelor,1672898400
44,No,No phone service,High Speed,In_Store_Support,One year,<50hrs,Active,21f01815-c42a-4402-9936-03f0c61feb0d,no_churn,0.21474606,0,no_churn,0.0037380963838086,0.067059615123926,0.0208250381342031,0.0110959362438779,0.0559471300469294,-0.0925438066152719,0.111035726252831,0.0638161162557662,Male,20,No,Yes,Unemployed,Suburban,Bachelor,1672898400
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,027afde6-a7cf-4ec6-9a24-9f4c5acf5e4f,churn,0.65217,1,churn,0.271522209296863,0.124746870434128,0.0389900229016029,0.0012653549676178,-0.0415494683012138,0.168939300938382,0.077766061568891,0.0659601681229423,Male,65,No,Yes,Employed,Urban,College,1672898400
45,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,79ed0995-14ae-4f35-8c8a-1709c3fba0c8,no_churn,0.15161918,0,no_churn,-0.124671098641084,0.0039180443043233,-0.0382314167045842,0.0262428522202912,0.0690773002129117,0.0928700789333242,0.0583295124246046,0.0684385766951618,Female,41,No,Yes,Disabled,Urban,College,1672898400
26,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,9419c5e1-b703-4e02-976c-4221d15111df,no_churn,0.09522721,0,no_churn,-0.117087802743463,-0.0059334557777401,-0.085347620773482,-0.0326040734522848,-0.106745285111315,0.0527170297715611,0.0414491144798284,0.0322402270366433,Female,47,Yes,No,Employed,Suburban,High School or Below,1672898400
2,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,596fcab0-bc04-432e-b304-dc6a58c7486f,no_churn,0.4227811,0,no_churn,0.218511969193905,-0.0071118077004757,-0.0150823579761663,-0.0145665379546835,0.0934249369895496,0.135640696840082,0.0612422609037093,0.105581356310304,Female,36,No,Yes,Employed,Rural,College,1672898400
33,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,ad60a940-9bfb-4faf-ab72-7d2f5b1a6cdf,no_churn,0.34987947,0,no_churn,-0.122790596889472,0.01221134713227,-0.0435834144924319,0.0113251290446623,0.0787465861512555,0.0650706492883637,0.0666834403733992,0.0674773776095025,Female,22,No,No,Employed,Urban,Bachelor,1672898400
24,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,0afc6103-617a-4494-82ba-c5d0e8acbbd6,churn,0.3442123,1,churn,-0.0395732466450226,0.0192297134385444,-0.0481965728109571,-0.0367574376667653,0.0387337705870504,0.0847962651016223,0.0270266546944094,0.0553813695809913,Male,62,No,No,Employed,Suburban,College,1672898400
57,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,26942ba6-3a0b-4b79-8b28-31ecc05d2c2c,no_churn,0.40639046,0,no_churn,-0.143803672638073,-0.0321308290154229,-0.0332812040047019,-0.0037842765297409,-0.114383246947459,0.0555911085330535,0.0256971099489601,0.0270688574893574,Female,28,Yes,Yes,Employed,Suburban,Bachelor,1672898400
10,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,2641838f-33c9-48c0-a518-a26f3ea7e60e,no_churn,0.12819877,0,no_churn,-0.0153108298556708,-0.0058107234152976,-0.0716688521745618,-0.074516023009628,-0.0728147310485565,-0.0757604957971307,0.0489177204100269,0.0479377823598588,Female,77,Yes,No,Employed,Urban,College,1672898400
5,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,3f01dad3-6358-437f-a43c-c565f38f597b,churn,0.52728677,1,churn,0.217898974864297,0.015269486772222,0.0068704510352563,0.0408107029227744,0.0606862890299134,0.161491695791597,0.104044047378584,0.0594855365680268,Female,31,No,No,Employed,Suburban,High School or Below,1672898400
13,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,add9dc38-27bc-467d-b928-dde02ee5018b,churn,0.18679734,0,no_churn,0.117639632652827,-0.007700336635662,-0.0285019954582276,0.0188639018120375,0.156313355866023,0.124353196621832,0.129500166074122,0.13050593194359,Female,30,Yes,No,Disabled,Suburban,College,1672898400
21,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,948ea2cc-6015-46aa-a431-ac92cfb92c1b,no_churn,0.12932558,0,no_churn,0.073570547749523,-0.007086855728412,0.0122274784750334,0.066394013528461,-0.0372829079705843,0.121677027424248,0.134864581674156,0.0066099716902135,Male,76,Yes,No,Retired,Urban,Master,1672898400
71,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,9c663ef4-63ac-4171-91a7-46bb3bda9db9,no_churn,0.0068509015,0,no_churn,-0.0800873235105427,-0.0030326619876723,-0.0153048699021474,-0.0114201279755798,-0.0346132753980054,-0.175198272794769,0.0270074159855448,0.0236229625591568,Female,20,Yes,No,Disabled,Suburban,College,1672898400
40,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,418e9665-1384-490c-a1c1-5af8d3c0f8c2,no_churn,0.12663896,0,no_churn,-0.0699869743634008,-0.0173199423574078,0.0554329450024488,0.0353408509044129,0.0721276196069629,0.0925877553907503,-0.0330745252252017,-0.0184672123979908,Female,78,No,Yes,Unemployed,Suburban,Bachelor,1672898400
29,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,b79b1b44-0510-492d-8a14-fbf9326e2b90,no_churn,0.02579174,0,no_churn,-0.0597067392723693,-0.0044944050712001,-0.0177956081321553,-0.041808878912052,-0.0237621022360326,-0.0783827614672009,-0.0198741564058582,-0.0232015016472087,Male,44,No,No,Unemployed,Suburban,College,1672898400
10,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d48f30fa-837e-4ddd-84c8-d1340678df68,no_churn,0.10889326,0,no_churn,-0.0457616907794908,-0.0108286723909441,-0.0307204845403066,-0.0682545536643556,-0.0425068681955781,0.0481069614114403,-0.0360374891603532,-0.0290233530595014,Female,71,No,No,Unemployed,Suburban,Bachelor,1672898400
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8b7578cb-6921-4a40-95f1-9821154f2839,no_churn,0.5911771,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,50,No,Yes,Unemployed,Rural,Bachelor,1672898400
11,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,4304f279-ff73-4781-aa5a-69b338e8d78c,no_churn,0.041815855,0,no_churn,-0.0095578135533287,-0.0117683726590075,-0.0189013674103444,-0.0262312970829407,-0.0436069361736918,-0.0784236429189968,-0.027838791271406,-0.0326979297818434,Male,76,No,No,Employed,Suburban,Bachelor,1672898400
11,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8ab3dd8d-b153-4cf3-be57-aa103b3a497e,no_churn,0.0083822569999999,0,no_churn,0.198507117814143,0.0035663072452734,-0.0301344191285079,0.06002460763837,0.0996351533111101,0.129396095896236,-0.0207205450686888,-0.02722578288789,Female,66,No,Yes,Employed,Suburban,Bachelor,1672898400
53,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,1a34e113-53c9-49f6-a7b5-cde5e739eaa1,no_churn,0.012458239,0,no_churn,-0.0468267913572708,-0.0035836050744728,0.0055577267165335,-0.0478675876597935,0.0130254649995731,-0.134884131025819,-0.0262587129511848,-0.0281885155202871,Female,68,No,Yes,Employed,Suburban,College,1672898400
61,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,de942de7-47a3-40a7-91cf-90757eee1687,no_churn,0.0055726063,0,no_churn,-0.0359196460862858,-0.0034560489030991,0.0071547436068613,-0.0355762044110451,0.0128183445238573,0.0578547589052686,-0.0184821718334114,-0.0034199287643423,Male,63,No,Yes,Medical Leave,Suburban,Bachelor,1672898400
14,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3643e61e-bc4c-48ca-a72c-41c4f460e90f,no_churn,0.043986633,0,no_churn,-0.0603585450986975,-0.0152507106324628,-0.084689900987214,-0.0380086863341603,-0.0392200661266724,0.0455385447728986,-0.0284306936617849,-0.0486060926926074,Female,61,No,Yes,Unemployed,Urban,Bachelor,1672898400
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b040181f-70fa-46ad-b860-f41ce7460d03,churn,0.3294307,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,25,Yes,Yes,Employed,Urban,Bachelor,1672898400
26,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,23cecc23-4506-48c2-b678-7b758f6fb2bf,no_churn,0.012753818,0,no_churn,-0.123165666204159,-0.0072693325417822,-0.0444384528099999,-0.0499715910424038,0.0127995004418244,0.0355403932888566,-0.0479716463152999,-0.0445493560634531,Male,63,No,No,Unemployed,Urban,College,1672898400
14,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,9a0e7583-739b-4184-acf3-1166335c2588,churn,0.1124936,0,no_churn,-0.0004396483545042,-0.0047782790114797,0.0261682499338894,-0.0292652616792202,-0.0222120379946045,-0.139033436598656,-0.0420302767143221,-0.0474354618173219,Female,58,No,No,Unemployed,Urban,Doctor,1672898400
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,80340cb9-78cf-4080-806a-987844eb1a1a,churn,0.5259791,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,76,No,Yes,Employed,Urban,College,1672898400
6,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,38f27d1b-3d2d-46d3-a8e0-2bedcbdb6dc4,no_churn,0.0074302927,0,no_churn,-0.0769061457395446,-0.007379721413672,-0.0483880088525984,-0.0695142730999668,0.0205040738674142,0.0670158730577577,-0.0616341861253022,-0.0377237616383354,Male,64,No,No,Disabled,Suburban,High School or Below,1672898400
60,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,bfe820b9-efab-4f9c-9594-567cbeb25f5f,no_churn,0.007112223,0,no_churn,-0.043885505143935,-0.0035077624906625,-0.0113083207939052,-0.0232578822027062,-0.023544354130172,-0.136455404325206,-0.0131870350411463,-0.0138798866032811,Female,34,No,Yes,Medical Leave,Urban,College,1672898400
47,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8d336c6d-50d8-4ab8-a17d-b30a19f99bdd,no_churn,0.0097625519999999,0,no_churn,-0.0914809181748205,-0.0067637082369037,-0.0271650254343148,-0.0415458045747254,-0.06057097929066,0.0277098646490958,-0.0330702940615083,-0.0261392864962726,Male,56,No,Yes,Employed,Suburban,Master,1672898400
41,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,56976803-c03c-499a-bf54-8a3dc86273ba,no_churn,0.011835072,0,no_churn,-0.0773128739905041,-0.0097457608263357,-0.0201352163062802,-0.0754499397177096,-0.04100182430946,0.0352661365400399,-0.0375659879992599,-0.0230806844487324,Female,54,Yes,Yes,Employed,Suburban,College,1672898400
5,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,22da5a0b-51c4-4a6d-9d4a-ecb27855dd68,no_churn,0.31267878,0,no_churn,0.166816312769961,0.191388473389161,0.0489357426269725,0.0673332066343618,0.104667458624663,0.131823459082652,-0.0059474681025676,0.0006233438420895,Male,38,Yes,No,Employed,Suburban,Bachelor,1672898400
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9237a881-077e-4f24-946e-65bb40bdc537,churn,0.40571207,1,churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,52,No,Yes,Employed,Suburban,College,1672898400
11,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5a6f6e6b-2459-461c-a61f-db1afcfd3ad6,no_churn,0.03073073,0,no_churn,-0.0160790138536867,-0.0091269464064134,-0.027990186785737,-0.17710761742459,0.0300567201788817,0.0524693428643331,-0.0545847427182889,-0.0666637083518981,Female,28,Yes,No,Employed,Suburban,High School or Below,1672898400
40,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,894dc483-1e3d-4e9a-b019-51a64e5fbc3c,no_churn,0.009189039,0,no_churn,-0.0599868071326363,-0.0069046121144674,-0.0009218613737357,-0.0277352391069871,-0.0342734393402679,-0.107321742006334,-0.0150137930056553,-0.016868658211406,Female,47,No,No,Employed,Suburban,High School or Below,1672898400
25,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b2d81a8b-679b-454c-a073-fa1093475660,no_churn,0.13630672,0,no_churn,0.0131395715365306,0.0910431102675283,0.0278907166292265,-0.121325711303134,0.0209191412312247,0.0749751121517329,-0.0356385221204254,-0.0436962326774482,Male,59,Yes,Yes,Unemployed,Urban,Bachelor,1672898400
45,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,43703100-24a7-4002-9857-a814c3d7c056,no_churn,0.02911608,0,no_churn,-0.0713866330418295,-0.0035836180516707,-0.0128691042827176,-0.0349881914128309,-0.0210234681380916,-0.0891095381892228,-0.0154920044821665,-0.0165735947145822,Female,38,No,Yes,Employed,Urban,High School or Below,1672898400
25,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,05fbafc2-99cc-44dd-bc39-c659e5e1a9ae,no_churn,0.041780923,0,no_churn,-0.0675932197259499,-0.0065429991103883,-0.0333641284324221,-0.104445415954451,0.0203348340632692,0.0352935298300144,-0.0530476315822124,-0.0496611205143199,Female,80,No,Yes,Medical Leave,Suburban,Bachelor,1672898400
33,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9e0c1bce-5002-471c-8a32-d128106b55db,no_churn,0.018295517,0,no_churn,-0.0976564141305243,-0.0088466689619417,-0.0083080433230315,-0.113392540774203,-0.0329330648286304,0.0371314216588052,-0.0220848404276512,-0.0229360010461641,Female,76,No,Yes,Employed,Suburban,College,1672898400
48,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6c41d55d-3a06-4e78-af47-3b389a25fb9f,no_churn,0.17413208,0,no_churn,-0.162290164707747,0.0038294566586137,-0.0056943822662151,-0.0290653228186602,0.0365303886808669,0.0171388386515673,-0.0276120518065226,-0.0418629131230227,Male,77,No,Yes,Employed,Suburban,Bachelor,1672898400
49,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7e447473-598b-4829-8bde-cc6c5e1ec8af,no_churn,0.21097812,0,no_churn,-0.118400895191307,-0.0058997711061965,-0.0538697961527941,-0.022280002044481,-0.0506544769206448,0.0322598031343113,-0.0304069092992085,-0.0197741044026588,Male,72,No,Yes,Unemployed,Rural,High School or Below,1672898400
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,644d96dd-7d62-4eab-a407-3aa3ba6d3acc,no_churn,0.58408403,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,62,Yes,No,Employed,Suburban,Bachelor,1672898400
28,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,807f8d2e-0a80-4576-bf07-98e378ce5cda,no_churn,0.06943426,0,no_churn,-0.117353807027666,-0.0107501571114153,-0.0322355752303974,-0.0616722679380836,0.0183070492925162,0.0366875935406551,-0.0507861006373332,-0.0478895524175641,Female,38,No,No,Medical Leave,Suburban,Master,1672898400
38,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,10229215-6643-40dc-b394-24155e9bc8b3,no_churn,0.13580324,0,no_churn,-0.0728474496261878,-0.0103943814112608,0.0143389924861548,-0.107916536389967,0.0138464560503143,0.0566590103753333,-0.0364326849618373,-0.0675674377241921,Female,78,No,No,Employed,Rural,College,1672898400
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4a6e6936-cccd-40a7-a5b0-a3f5e2908915,churn,0.16210152,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,29,Yes,Yes,Employed,Urban,High School or Below,1672898400
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8bc0d253-a0e9-43fc-80d8-2cff0016efbf,no_churn,0.1412339,0,no_churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Female,36,No,Yes,Employed,Suburban,College,1672898400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a8fd732c-982c-440f-9fcb-ee6f3c546287,churn,0.6094375,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,29,No,Yes,Unemployed,Suburban,High School or Below,1672898400
53,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d897ce5b-60e0-4e30-95fa-6a3dfd193847,no_churn,0.015001637,0,no_churn,-0.0628563476808813,-0.0030755357024827,-0.092128577291678,0.0071493081943299,0.0576395423658323,0.0044519820110963,-0.0349307514766223,-0.0552757705056683,Female,25,No,No,Employed,Suburban,Bachelor,1672898400
38,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e2c0f5b4-76ad-4881-8402-3c40c7d0b0bf,no_churn,0.007472948,0,no_churn,-0.0468208822074029,-0.0141981078814569,-0.0140612452428104,-0.038849475073548,-0.0870015924570725,0.0184403147157354,-0.0344531745706444,-0.018081988158774,Female,20,No,No,Unemployed,Suburban,Bachelor,1672898400
30,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,60c182a1-41b8-4f01-9ed2-dd190fd17a03,churn,0.45806277,1,churn,0.0632811755150896,0.0251668819481528,0.0146686192528795,-0.0650619058664142,0.0155305125646145,0.0957642874736848,-0.0286574996469607,-0.0383848859293357,Female,23,Yes,No,Employed,Rural,High School or Below,1672898400
14,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5bc9c0c3-bb8e-41d2-adac-7b5618fdc914,no_churn,0.1970691,0,no_churn,-0.0295150177738287,-0.0187355325568205,-0.0845621480371846,-0.052174699141924,-0.004622744157823,0.0567484422038251,-0.0469841410711342,-0.0723469759761428,Male,31,Yes,No,Unemployed,Suburban,College,1672898400
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8be90b9f-1d72-4ffe-9fb6-9bc304fd884d,no_churn,0.37634555,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,78,No,No,Unemployed,Suburban,Master,1672898400
6,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,94b4f25f-ef3c-46e1-93d2-da16e4ff6848,no_churn,0.27042025,0,no_churn,-0.0279181993105703,0.0206651146976128,0.0164484083362594,-0.0555282427211932,0.0372477154014086,0.0935320320588607,-0.036806487441604,-0.0220474414997897,Female,63,No,No,Employed,Suburban,Master,1672898400
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fb3f2afc-b0ac-41e6-9eeb-f5c91b984af3,no_churn,0.12312233,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Female,42,No,No,Medical Leave,Suburban,College,1672898400
11,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d7cc1d84-c02b-49f1-a14d-79ff7b03b81f,no_churn,0.21526428,0,no_churn,0.0715217033935732,-0.0013486217641911,0.0069386832952659,0.0278408189290348,-0.0838756516118155,0.0773365029335855,-0.0102651335554128,-0.0019190943439571,Female,50,Yes,No,Employed,Urban,Bachelor,1672898400
56,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c7c45eb2-efcf-49db-9dc9-07f0f1de88b0,no_churn,0.051347822,0,no_churn,-0.15461431478634,0.0258605595152039,0.026397439330658,-0.0220794581771497,-0.0499105513910944,0.0503510167899094,-0.0157394374341856,-0.0092914037560149,Female,63,No,No,Employed,Suburban,High School or Below,1672898400
70,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,96e5e7b1-e2e8-428a-a9e3-1cbcf9e59b12,no_churn,0.008539816,0,no_churn,-0.0985431188153052,-0.0029214840811437,-0.0120312321604797,-0.0545688790532221,0.0022176170321654,0.0509716911312716,-0.0296626108560485,-0.0494881355594043,Male,38,No,No,Employed,Rural,High School or Below,1672898400
33,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bfaae54b-000f-421d-a21a-c2bd1315421a,no_churn,0.11686388,0,no_churn,-0.0910004308008137,-0.0078449338425343,-0.0237707709476126,-0.100623106098592,-0.0169913899778839,0.032476880705326,-0.0318745188999673,-0.0233978819304138,Male,40,No,Yes,Employed,Suburban,High School or Below,1672898400
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9d0111cf-8fa9-41cc-8324-a012606fe4ae,no_churn,0.0065298113,0,no_churn,-0.105037670865684,-0.0063458150326755,-0.0341905429302073,-0.0325990818117111,-0.0616095238014804,0.033615551359353,-0.0172032273216382,-0.0256558414165056,Male,49,No,No,Employed,Suburban,College,1672898400
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,066ddbb4-80e7-4f7f-b529-814f54dd0936,no_churn,0.030197894,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Male,77,Yes,No,Employed,Suburban,Bachelor,1672898400
11,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c9dac1e8-1ef4-4cc4-ba6e-7c55dc8f81f6,churn,0.1287668,1,churn,0.155522155965145,0.0050326409837907,0.0211459295103577,0.0293984551036737,0.148618550523479,0.140765559208348,-0.0325677279714818,-0.0152750410152839,Male,66,Yes,No,Unemployed,Suburban,Bachelor,1672898400
56,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4833b95f-4e15-4cc4-94f4-339bfd49783b,no_churn,0.031138025,0,no_churn,0.0054577220164355,-0.0032942992278549,-0.0482778607560976,-0.0624003422870191,0.0623896587070339,0.0369573525972828,-0.0351098224720317,-0.0447485596121077,Female,23,No,No,Employed,Urban,College,1672898400
8,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,614e8b12-4066-4eac-8ea2-dc9375db3770,churn,0.5884273,1,churn,0.153205648657163,0.134409182422578,0.073847244880676,0.003603249802818,0.0972289042167176,0.149339366411955,-0.0153569973602679,-0.0253027440077858,Female,37,No,No,Employed,Urban,Bachelor,1672898400
56,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,3e4426b0-6def-454d-b1b6-2f8532e73581,no_churn,0.0064369495999999,0,no_churn,0.0040043917576622,-0.0030984011210421,0.0132402550363985,0.0066707274708824,-0.0025531001037415,-0.222005366387111,-0.0346652709964837,-0.0306193867336514,Male,66,No,No,Employed,Rural,Bachelor,1672898400
7,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fac1a14d-d5ed-4e5a-94e2-a1e773a3365a,churn,0.100623086,1,churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Male,50,No,Yes,Retired,Suburban,High School or Below,1672898400
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,93aa101e-b73b-4e2f-9312-85383cd26ffe,no_churn,0.0152845569999999,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Male,80,No,Yes,Employed,Suburban,College,1672898400
25,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e794909f-d3b2-48e0-9662-a79b293eaf19,no_churn,0.06915902,0,no_churn,0.0131395715365306,0.0910431102675283,0.0278907166292265,-0.121325711303134,0.0209191412312247,0.0749751121517329,-0.0356385221204254,-0.0436962326774482,Female,70,No,Yes,Employed,Urban,Doctor,1672898400
60,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8e2d6d4e-0249-4426-a849-1763833f7f23,no_churn,0.006719405,0,no_churn,-0.092649319980228,-0.0050573253402217,-0.0169138500955887,-0.0380517622931438,-0.0043795261997729,0.0409649151818848,-0.049219685934986,-0.0437195966887884,Male,47,No,No,Employed,Rural,College,1672898400
13,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5c82c282-69b5-4e25-abb3-74203ab2bbbd,churn,0.51824623,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Male,80,No,No,Unemployed,Suburban,Bachelor,1672898400
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2f4cd995-4860-4e23-9255-3162b5239d3c,no_churn,0.13791518,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,48,No,Yes,Unemployed,Suburban,College,1672898400
69,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,8a4c9591-b216-441c-9fbf-e37d26c82455,no_churn,0.0056522302,0,no_churn,-0.0576186361545842,-0.0034522538298006,0.003754260429423,-0.0311706272638366,0.0002212899631649,-0.124990667535826,-0.0222585373420497,-0.0335109806184846,Female,29,Yes,Yes,Employed,Suburban,Bachelor,1672898400
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,de394f93-f18d-4c71-bbb4-b60acbeaf2e7,churn,0.61263496,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,40,No,No,Unemployed,Suburban,High School or Below,1672898400
3,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1c635519-b953-4d7d-8a95-c204ced353a0,churn,0.68354994,1,churn,0.161613272228469,0.100333902419598,0.035026849505034,0.0103736431736433,0.0672107398850857,0.145553695003159,-0.007110937844568,0.0045121021671366,Female,30,No,Yes,Employed,Suburban,Bachelor,1672898400
33,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,b474b94e-3f14-428e-8c9c-37e3d096155c,no_churn,0.020842602,0,no_churn,-0.0247360410079454,-0.0030432949870919,0.0131875141813634,-0.0377680603037788,0.0086961366370906,-0.12481550296231,-0.0359450093594296,-0.0646018945099604,Male,28,No,No,Disabled,Suburban,College,1672898400
18,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ee2501ff-612a-4855-91a1-ae8ea95ace75,no_churn,0.2023763,0,no_churn,-0.020945282536868,0.0697312598336611,0.0248026183250658,-0.0207879253399914,0.0162800450986651,0.0690203961471706,-0.0365958508678522,-0.0537933154072379,Male,54,No,Yes,Employed,Rural,High School or Below,1672898400
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,440acf9f-eb46-4cc8-b166-339b3dd81763,no_churn,0.03283556,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,74,No,Yes,Employed,Suburban,College,1672898400
65,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,6090b870-4255-450d-960e-ad83b58e8e6d,no_churn,0.0341505,0,no_churn,-0.0613185093785432,-0.0046264730323309,-0.0323985597325918,-0.0287254151161687,0.0031309961012993,-0.0795569205407628,-0.0349977818547449,-0.0305334897221291,Male,65,No,Yes,Employed,Suburban,College,1672898400
69,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,acb14c2e-3f9d-4b07-a7b2-67304ebaf6f0,no_churn,0.016439337,0,no_churn,-0.0773499880423014,-0.0037824831966645,-0.0535738370888248,-0.0146368116872008,0.0123916526018547,0.0581249788865625,-0.0339154674374776,-0.0562841949984795,Female,67,Yes,No,Employed,Suburban,College,1672898400
35,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,94b2868a-07e2-49f0-a59f-7d193599a07d,no_churn,0.0077299215,0,no_churn,-0.126870740562308,-0.0101845303821028,-0.0435427571779746,-0.0948360014757781,0.0201282810829161,0.0334629838925957,-0.0179145052071089,-0.0259355470348054,Male,57,No,No,Disabled,Suburban,Master,1672898400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,18990560-1731-4ceb-92ad-64ff54e7d65c,no_churn,0.03703545,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,47,No,Yes,Employed,Suburban,College,1672898400
19,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,811efb95-3b69-4b06-8691-5c39d9390c44,no_churn,0.105073154,0,no_churn,-0.0345459882214527,-0.0134163495596567,0.0128133010313649,-0.0860376488370275,0.0308364173072641,0.0541883374632288,-0.054115194997903,-0.0787490278886434,Male,25,No,Yes,Employed,Suburban,Master,1672898400
40,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,268d0eb3-23e8-4345-b0f2-494f8131c499,no_churn,0.012736125,0,no_churn,-0.0538067784041959,-0.0067390376442199,-0.0194927933269536,-0.0299205770082699,0.0095984058227986,-0.107623499705114,-0.0225029556835943,-0.0385389170883172,Female,50,No,Yes,Unemployed,Suburban,Master,1672898400
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,de6f69b4-b791-4398-a3e9-8baead635c57,no_churn,0.37994048,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,24,Yes,Yes,Employed,Urban,Bachelor,1672898400
72,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dc71514a-5009-4b3f-aeab-b1870584f8a7,no_churn,0.002311258,0,no_churn,-0.106289492960677,-0.004076397622648,-0.0106384632665867,-0.0283073919576781,-0.0105079665088669,0.0482807456631417,-0.0353939574647665,-0.0520932271512265,Female,25,No,No,Employed,Suburban,College,1672898400
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e9d8654e-5756-4a0e-82cb-226011b7bee5,no_churn,0.05286279,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Male,54,No,No,Employed,Urban,College,1672898400
70,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8b8e255e-8cb0-4dfd-966c-0c88a60a1018,no_churn,0.14983487,0,no_churn,-0.166967835288315,-0.0014779317102511,0.0194622694194549,-0.0561082262310628,0.0508904289748352,0.0642885736368043,0.0063417409677094,0.0745448281116114,Male,77,No,No,Employed,Rural,Bachelor,1672898400
8,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e71440ac-3241-4725-9da4-fe3c85a3984a,churn,0.6112857,1,churn,0.136401777713618,-0.0008756143899699,0.0367710411827374,-0.0023967429198364,0.0963913339120335,0.162652018138815,0.159345892627771,0.142684142675889,Female,30,Yes,No,Employed,Suburban,College,1672898400
42,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f63bc76b-f32f-4334-8f65-f3c03441ace1,no_churn,0.52151614,0,no_churn,0.0273155452860282,-0.0006459741052822,0.0928414587321003,0.0285324438645329,0.109344348336963,0.132555657544763,0.153134950058084,0.0578954327444626,Male,36,No,Yes,Unemployed,Suburban,College,1672898400
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1f76539e-9cc0-4160-af20-ea3545daa321,churn,0.84119266,1,churn,0.0953162487865392,-0.0035150100949613,0.100055034748893,-0.0108654946015212,0.153904763352157,0.138239987011657,0.104684411203471,0.118820586167872,Female,27,No,Yes,Unemployed,Suburban,College,1672898400
48,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,88d2fad8-fe5d-439a-8ba1-003ea45ebf02,no_churn,0.2248497,0,no_churn,-0.200334195883961,-0.00258915637889,-0.0307348802728483,-0.157310232908849,0.0217469720443841,0.0303482063730734,0.0364274651742016,0.0534196674483609,Male,59,No,Yes,Unemployed,Suburban,Doctor,1672898400
10,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9d89e693-0de7-40ea-8a10-4a5bddb9f22a,churn,0.738323,1,churn,0.128370263782663,-0.0048730245833212,0.0306020867374127,-0.0297680900887371,0.101809654234612,0.148304838425888,0.213805412936908,0.129389379903937,Male,72,No,No,Employed,Suburban,High School or Below,1672898400
69,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,9ec9a353-bf63-4be2-b79d-f29f972d0d0b,no_churn,0.2457843,0,no_churn,-0.0539934898730643,-0.0003335834146128,0.0001509431305203,-0.042470353423796,0.0106669910713389,-0.079503522369705,0.0522901297054886,0.0775000691070454,Male,74,No,Yes,Employed,Rural,Bachelor,1672898400
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,645609fc-3bd1-48af-ab44-cca3a7de7649,churn,0.9516408,1,churn,0.209152205038404,-0.0063884705977534,0.105582049020823,-0.0426433605119655,0.0531259193079677,0.152358124826842,0.056368726560504,0.0834186531765772,Female,79,No,No,Unemployed,Rural,Bachelor,1672898400
14,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d8682804-bb01-4d19-a7c2-6869cb6faa50,churn,0.5691051,1,churn,0.0342282355843144,-0.0059068576291156,-0.0868261678915951,-0.0818707681873547,0.0582839145028992,0.0990057117384458,0.0737138982225769,0.107528421548504,Male,21,No,Yes,Employed,Rural,College,1672898400
29,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,296b30fa-baa9-4781-b459-160684961b0d,churn,0.5821383,1,churn,0.061389503302089,-0.0009954975635082,0.0217365992032864,0.057396227005147,0.163766217476768,0.132887518022653,0.113694336083936,0.132765621484541,Female,38,Yes,Yes,Employed,Suburban,Bachelor,1672898400
30,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,287a6126-9135-4591-b24f-e5bf33180fd0,churn,0.41368246,1,churn,-0.168997263379024,-0.0037590187198475,-0.0457916639610539,-0.0807896463812448,0.0326588870531304,0.044025316574116,-0.0351028350090928,0.0598967354879096,Male,35,No,No,Employed,Suburban,College,1672898400
47,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,012cc16c-bfae-4a26-9d89-7d2199cc3b90,no_churn,0.45561868,1,churn,-0.121317505868174,-0.0042286779581991,-0.0578273769502266,-0.0945523847028926,0.0816938009096338,0.0682264950918761,0.0421715569459229,0.0818079406209653,Female,45,No,Yes,Employed,Suburban,High School or Below,1672898400
13,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9d4b5419-478d-4530-8870-770cc731f727,churn,0.8554195,1,churn,0.115684097684025,-0.0028660380943256,0.0959160857958158,-0.0072996381394295,0.160370386829891,0.137686693250998,0.0942153518124541,0.113933587586635,Male,25,No,No,Employed,Rural,College,1672898400
49,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,84447617-9c0b-4cea-8333-b55218c7ac56,no_churn,0.38059592,0,no_churn,-0.114684870378051,-0.0051030376303606,0.0084030925899151,-0.11795326475989,0.0546109053634063,0.052392699125321,0.0318075577896161,0.0848341015460209,Male,46,No,Yes,Employed,Urban,College,1672898400
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,12819b65-28f3-4201-b564-8352223d067d,churn,0.3294656,1,churn,-0.0888679454632415,0.0004140714108666,0.0469375664046424,0.0784975225393532,0.104284359967032,0.136951092755594,0.096850324625866,0.0940735304393365,Male,54,No,No,Unemployed,Suburban,College,1672898400
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,ebbead46-7778-47cf-8cb4-e7cc7358b901,churn,0.61411357,1,churn,-0.127166433188304,-0.0088642010445255,-0.136642949554662,-0.051296025280244,0.0769239689024107,0.025657895281547,0.0262388149692378,0.0544561108739981,Female,25,No,No,Employed,Suburban,College,1672898400
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6017afca-d2c6-4937-8bbf-1089c9f334a0,no_churn,0.28651476,0,no_churn,-0.0543244490093911,-0.0046433567632084,0.102865933329986,0.0230110506694927,0.0341868483564576,0.118759697645955,0.0832713596401936,0.0858467717114035,Female,36,No,No,Employed,Suburban,High School or Below,1672898400
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d81e8a3f-b278-4564-bfeb-2efeadb5d29b,no_churn,0.22902581,0,no_churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Male,70,Yes,Yes,Employed,Suburban,College,1672898400
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,190880c4-1b75-41a3-9433-e76ba3c7f96b,churn,0.19012639,0,no_churn,-0.288451467467512,-0.0039072399919086,0.0147909504390145,-0.0139344971830405,-0.0001021232590665,-0.0069044048290334,0.0223998402118377,0.0295827904851648,Female,41,No,No,Employed,Suburban,College,1672898400
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6b15ab05-bc01-4c57-8831-72d18e4a7c75,no_churn,0.27498284,0,no_churn,-0.0090010468037053,-0.0016474712232411,0.114026984789525,0.0276920400368544,0.0419136140024238,0.117733812329916,0.058482582644483,0.0020828655753211,Female,60,Yes,No,Employed,Suburban,Bachelor,1672898400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5f32d89e-f091-44cd-b9cc-d5cf85fe86c9,no_churn,0.057223305,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Female,52,No,No,Disabled,Rural,Bachelor,1672898400
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,60e7f030-d84d-46a1-b6d5-a8abe893fa9b,churn,0.73673356,1,churn,0.189493258686034,-0.0025013677661627,0.0383391750245846,0.076009764277569,0.101403175404539,0.161817028745609,0.0913155234883925,0.0750972995955726,Male,32,No,Yes,Unemployed,Suburban,High School or Below,1672898400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,69e2676f-4740-49f3-ad63-cec1326a22eb,churn,0.62429214,1,churn,-0.0490929088305892,-0.003603456713663,0.0644740732423542,0.0699868120628707,0.0164710423789802,0.100792520366886,-0.0206946085539311,0.046632441197089,Male,53,No,Yes,Retired,Suburban,College,1672898400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,da730324-d68b-47ab-8aae-49e8c8b5f587,churn,0.66832554,1,churn,0.144830386683298,-0.0040514498605352,0.115108480650651,0.0215906953494868,0.119262710945086,0.145603476665683,0.0992276846251024,0.0744018757234334,Female,71,No,Yes,Unemployed,Suburban,College,1672898400
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,36a93409-32b3-4ec1-99c9-1efad2e7d8d7,no_churn,0.374714,0,no_churn,-0.190763425151245,-0.0044461680174208,0.0491932873454698,0.0314267599358208,0.0346460786396892,0.0762114950150316,0.0440372986819511,0.0155494818123406,Female,70,No,Yes,Employed,Urban,High School or Below,1672898400
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,e5a81d0d-17f1-480d-a30a-d1c0ee8ece53,no_churn,0.07896148,0,no_churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Female,55,Yes,Yes,Unemployed,Suburban,College,1672898400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4afeda2f-45e5-4d08-972f-e3578872f16c,no_churn,0.5940826,0,no_churn,0.0710626581738779,-0.0024480891843268,0.0753837550352091,0.0440574254738749,0.0497886399729941,0.142973975598543,0.11807181540039,0.0829924096695322,Female,72,No,No,Employed,Rural,College,1672898400
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f289fa35-a31a-4251-acc8-d02284a97e5a,no_churn,0.6106553,0,no_churn,0.219952129634812,-0.0006744721554787,-0.0156230571928608,0.114801776761624,0.0978264735435004,0.141496236501462,0.0774940885409159,0.0857006816995817,Male,20,Yes,Yes,Employed,Suburban,Bachelor,1672898400
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6ca9f004-ef7e-4ddc-aa52-d9d7760f7b5e,no_churn,0.56902915,0,no_churn,-0.0532038682571601,-0.0040252988411157,-0.118680291917481,-0.0046677128345254,-0.0526591346674194,0.0586219068574337,-0.0677349623005102,-0.0066767902036554,Female,31,No,Yes,Employed,Rural,Doctor,1672898400
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,36b6b5b4-6acd-4b1b-8929-31b450ce3b42,churn,0.36215007,1,churn,-0.267257254929991,-0.0039074310518071,0.0189742889565195,-0.0128811605641249,0.0057897728772604,0.0132107278764169,-0.0282849742790494,0.0253298782894307,Female,42,No,No,Employed,Suburban,Master,1672898400
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,90abf361-f645-4956-bb45-faf7218946a6,churn,0.47845185,1,churn,-0.0866750721977587,-0.0034817090997239,-0.109123679036784,0.0036776566609478,-0.0219397353004205,0.071007197723793,-0.0058185872139802,0.0233277774878843,Male,70,Yes,Yes,Employed,Rural,College,1672898400
68,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,91e5f841-7ae6-42f1-b5c9-6afcddd939e6,no_churn,0.36694473,0,no_churn,-0.165662898965138,-0.0019868667938271,0.0058107729480298,-0.0553639357176916,0.0442340377040182,0.032796766852075,0.0176298237651371,0.0785637686588779,Male,69,No,Yes,Employed,Urban,Bachelor,1672898400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,320d6065-c1e3-4194-a285-bbc230a30077,churn,0.80585575,1,churn,0.245502653689118,-0.0017039011296401,0.0561606771476226,0.0689250662828635,0.0771069894972879,0.153725644515371,0.0631311919791915,0.0581255321872367,Male,64,No,No,Employed,Suburban,High School or Below,1672898400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b211c947-c43f-47ab-82ff-61e83196c4fb,churn,0.8745962,1,churn,0.222147846840708,-0.0040052244714024,0.0677643768527013,0.128821435551163,0.10118883184693,0.123289165715705,0.0387064173067665,0.0455610086877277,Female,21,Yes,Yes,Employed,Rural,College,1672898400
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,fa17da5c-f150-4019-a59d-6bd2ac83e5ec,churn,0.6365417,1,churn,0.0419563489242955,-0.001950171990793,0.11481332888764,0.136427081117781,0.0516569349089604,0.133383407173806,0.0665400246901572,0.0811469051197673,Male,56,No,No,Employed,Rural,Bachelor,1672898400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d57eaa57-622c-4f3d-a142-7d5736b4cc77,churn,0.74472594,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,70,No,No,Employed,Suburban,College,1672898400
22,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,85cb2370-5d1a-4d04-ba75-76065ff16ff0,no_churn,0.44010273,0,no_churn,-0.0887343706265164,-0.0025079317860218,0.0405642439202438,0.0653744247582108,-0.0546267303301465,0.0918214258424586,-0.0036126546508785,-0.0307241668917868,Female,50,No,Yes,Employed,Suburban,Master,1672898400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c57d9243-6b36-44ea-9502-fb5f078b9a57,churn,0.6304078,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,36,No,No,Retired,Suburban,College,1672898400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d67509a7-f4c8-4737-8420-5b840e41e955,no_churn,0.5407169,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,31,Yes,No,Employed,Suburban,Bachelor,1672898400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,86a41d1f-b3af-413c-8f88-e446ba8c1a51,churn,0.57685477,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Male,64,No,No,Employed,Suburban,Bachelor,1672898400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ad1d3372-37e9-4d84-acc4-5c5ccb5f0ee3,churn,0.6202666,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,71,Yes,No,Employed,Rural,High School or Below,1672898400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d4bbd2ee-7ecf-458d-ba41-5c146d58fb4a,churn,0.83776665,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,40,Yes,Yes,Disabled,Urban,College,1672898400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fae67016-a837-4613-94dd-b82dc5d5174a,churn,0.80625665,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,34,No,No,Medical Leave,Rural,Master,1672898400
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7a9b01be-3e43-43d4-9332-b744143b9b77,churn,0.4562439,1,churn,0.0626876453486238,-0.001059270129931,0.104769205206412,0.189686188888882,0.129825686464219,0.121890357492589,0.0131656942656309,0.024567805612869,Male,37,Yes,No,Unemployed,Suburban,Bachelor,1672898400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f0d20f34-585c-4ff4-ba33-4fc5f1727bab,no_churn,0.26659098,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Female,65,No,No,Employed,Rural,High School or Below,1672898400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,38f2d425-02b0-4585-98e5-76fcadfd7f10,no_churn,0.45451066,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,60,No,No,Unemployed,Suburban,Doctor,1672898400
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,89ecc1de-5b4e-48bc-8c48-962e5760f607,churn,0.42521486,1,churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,22,No,Yes,Employed,Suburban,Master,1672898400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,08005608-daba-4307-8dfb-760e459d4a35,no_churn,0.64135456,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,58,No,No,Employed,Suburban,College,1672898400
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f9a0fd28-badb-4681-9d53-b068190cd6be,churn,0.39180088,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Male,73,Yes,Yes,Unemployed,Suburban,Bachelor,1672898400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c51ad928-7e32-43d5-80cf-42c41e511e45,no_churn,0.67202294,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,61,Yes,No,Unemployed,Suburban,Bachelor,1672898400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,699d880b-adda-4734-95b4-d31fe5630dcb,churn,0.7457109,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,30,Yes,Yes,Unemployed,Rural,High School or Below,1672898400
55,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,663e4b68-0572-41b1-bf2f-c39ca606bb94,no_churn,0.022502188,0,no_churn,-0.190656090610346,-0.0055371340882993,-0.0601035101295474,0.0269888563151107,0.0200824753084816,0.0348157044718573,-0.028903481469506,-0.0257129693119077,Female,77,Yes,Yes,Employed,Suburban,Bachelor,1672898400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,21b2e7c2-31ef-4631-ad50-d6757ae64688,no_churn,0.59747964,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,57,Yes,Yes,Unemployed,Suburban,High School or Below,1672898400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8806068d-ba5c-4408-ab3e-8ce4b31c401c,churn,0.6879144,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,24,No,Yes,Employed,Suburban,Doctor,1672898400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5696000a-1425-4056-aee2-2b5623b90e1e,churn,0.86391306,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,79,No,Yes,Unemployed,Suburban,High School or Below,1672898400
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f425ddcc-e8d3-4df3-95d6-37ec8230821b,churn,0.3406615,1,churn,0.0728345984588986,0.0004050265961268,0.0886339709109779,0.110778395099787,0.11636298157051,0.142153280764337,0.0002317216134906,0.0152358643748357,Male,21,Yes,No,Unemployed,Suburban,High School or Below,1672898400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9850b2f3-010a-4102-9bd5-6e911f2c7db5,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,27,No,Yes,Employed,Suburban,Bachelor,1672898400
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f9481bec-3b4e-47ac-b1cf-a82e805f18ae,churn,0.5512953,1,churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,52,Yes,Yes,Employed,Suburban,Bachelor,1672898400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0d963b8c-83d0-4255-9ba9-24fd59e8c19a,no_churn,0.5758077,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,63,No,No,Employed,Urban,Bachelor,1672898400
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,02c820db-5fa4-4a93-b079-a8335f7f5a94,churn,0.540524,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,53,No,Yes,Unemployed,Suburban,College,1672898400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6aa93421-07b2-494f-82fc-da900d3eb92c,churn,0.54626364,1,churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Female,46,No,No,Medical Leave,Suburban,High School or Below,1672898400
35,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,fdbdd960-158e-41f8-a07a-15ac53368ed4,churn,0.17936361,1,churn,0.181413907381539,0.0002320140613846,0.0922556564422575,0.195910653480241,0.126713658728449,0.0445494769192646,0.0024186638371065,-0.0125201776309768,Female,30,No,No,Employed,Suburban,Bachelor,1672898400
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f39c6ad2-0e57-4f48-bb99-bdde229e6258,no_churn,0.35573637,0,no_churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Male,29,No,No,Employed,Suburban,College,1672898400
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6f6b8153-682c-445c-a13c-8d85edbee17c,no_churn,0.07421712,0,no_churn,0.0388624520388611,-0.0017016445719309,0.142707523978606,0.131208334491057,0.0999981675719664,0.132957771469569,0.0228461054062972,0.02653164923051,Female,63,Yes,Yes,Employed,Suburban,College,1672898400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ffc8acca-4191-4b9c-ae9b-a51c0299535d,churn,0.3767333,1,churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,30,No,No,Unemployed,Suburban,High School or Below,1672898400
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,28c5249b-0fab-4908-92f0-8823c9fac751,no_churn,0.60284877,0,no_churn,0.0260109654622647,-0.0027277490180495,-0.0004126156547135,0.158723728370042,0.0303532502362395,0.114279389110939,-0.0269701825291485,-0.021328276289123,Male,35,No,Yes,Employed,Suburban,Bachelor,1672898400
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2bf26b4b-3833-451b-b270-a7e38491bc15,no_churn,0.14586732,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Male,29,No,No,Employed,Suburban,College,1672898400
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29cd77fc-77ef-4377-9ee9-a0327030b169,no_churn,0.4720484,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,38,Yes,No,Employed,Suburban,Master,1672898400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dcde48ec-58f6-4339-bc6f-672d865f38cf,no_churn,0.468198,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,66,No,No,Employed,Suburban,College,1672898400
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b6e66936-cd2e-4ff9-a54c-3bad7419e63b,churn,0.66769594,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,26,No,Yes,Employed,Suburban,College,1672898400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,993c402a-c44b-447d-8224-9bc486750a42,churn,0.6835642,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,57,No,Yes,Unemployed,Urban,College,1672898400
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b11fe283-4e39-4b0f-b518-0dbf4c3be6f8,churn,0.21532361,1,churn,0.0388624520388611,-0.0017016445719309,0.142707523978606,0.131208334491057,0.0999981675719664,0.132957771469569,0.0228461054062972,0.02653164923051,Female,48,No,No,Employed,Suburban,College,1672898400
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b23395ff-d2c5-450e-836c-797811255866,no_churn,0.2244686,0,no_churn,-0.173711776780388,-0.0025089984478836,-0.0536363660858114,0.0077115763193251,0.0490511066120234,0.0639114047996145,-0.0275317414499295,-0.0539780180129946,Male,40,No,Yes,Medical Leave,Rural,College,1672898400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,29571b71-a46d-4582-b373-342a8a25f81f,churn,0.697126,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,40,No,Yes,Unemployed,Suburban,College,1672898400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7de3b177-85d5-42ca-88e0-f4e037ae4744,churn,0.68526477,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,43,No,Yes,Unemployed,Suburban,High School or Below,1672898400
11,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,c3bd5d1f-98e7-46e6-a834-e1ace010f671,no_churn,0.48725763,0,no_churn,0.0148809758510287,-0.0055390567170434,0.0520774856268508,-0.0823506086165252,-0.104398479822576,0.0746732403804344,0.0632367387556951,0.0499768896648674,Female,25,No,Yes,Unemployed,Rural,Master,1672898400
38,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,837a46c5-e756-4e5a-aaf3-a0e785985f62,no_churn,0.13580324,0,no_churn,-0.0728474496261878,-0.0103943814112608,0.0143389924861548,-0.107916536389967,0.0138464560503143,0.0566590103753333,-0.0364326849618373,-0.0675674377241921,Male,78,No,No,Unemployed,Rural,College,1672898400
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2bd33932-3a16-4760-b1e4-035202374bb5,churn,0.16210152,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,51,Yes,Yes,Employed,Urban,Bachelor,1672898400
11,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5b3c7810-1d9a-4636-b1e6-eeb4e72b3342,no_churn,0.21526428,0,no_churn,0.0715217033935732,-0.0013486217641911,0.0069386832952659,0.0278408189290348,-0.0838756516118155,0.0773365029335855,-0.0102651335554128,-0.0019190943439571,Female,57,No,No,Employed,Suburban,Bachelor,1672898400
40,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,22505bf9-eff9-4c80-a044-1e0f42a59dc3,churn,0.41363907,1,churn,-0.0137490754578539,-0.0119177679967469,0.0197516266615275,-0.009758649326086,-0.067790556675045,0.107751104050021,0.11431157645512,0.0745790576985291,Female,30,No,No,Unemployed,Suburban,Bachelor,1672898400
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4820d900-d01b-4437-9066-a44354a1287d,no_churn,0.0152845569999999,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Male,41,No,No,Employed,Suburban,High School or Below,1672898400
14,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9330d8a4-b6ff-406c-b104-5fd29b0840e6,churn,0.5691051,1,churn,0.0342282355843144,-0.0059068576291156,-0.0868261678915951,-0.0818707681873547,0.0582839145028992,0.0990057117384458,0.0737138982225769,0.107528421548504,Female,69,No,Yes,Unemployed,Suburban,High School or Below,1672898400
8,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8096f768-46bb-49d3-91af-cde9f835ab7f,churn,0.5884273,1,churn,0.153205648657163,0.134409182422578,0.073847244880676,0.003603249802818,0.0972289042167176,0.149339366411955,-0.0153569973602679,-0.0253027440077858,Female,66,No,Yes,Employed,Suburban,College,1672898400
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,87da99e3-cbf2-4db6-b9f8-77eb92bd4f98,churn,0.65217,1,churn,0.271522209296863,0.124746870434128,0.0389900229016029,0.0012653549676178,-0.0415494683012138,0.168939300938382,0.077766061568891,0.0659601681229423,Female,53,No,No,Unemployed,Suburban,High School or Below,1672898400
50,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,41cc0672-35b2-46ab-8a02-202ba5fe3b65,no_churn,0.09873677,0,no_churn,-0.0377602880347876,-0.0024829002596925,0.0387803917733981,-0.184020917158741,0.0163106444943696,0.0683357503611296,-0.0379366923138877,-0.0544188079823743,Female,40,No,Yes,Retired,Suburban,High School or Below,1672898400
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,062dcb05-7766-4cf6-b512-541708a3912c,no_churn,0.374714,0,no_churn,-0.190763425151245,-0.0044461680174208,0.0491932873454698,0.0314267599358208,0.0346460786396892,0.0762114950150316,0.0440372986819511,0.0155494818123406,Female,67,No,Yes,Employed,Suburban,High School or Below,1672898400
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,cdaa2c0c-fc1a-4f47-8de6-7a99ba04989d,no_churn,0.02988388,0,no_churn,-0.109762417778193,-0.0231846063891771,0.0224734289892103,-0.0771289535418827,0.0577791934725155,0.0449545576220134,0.0414578636094029,0.0643847832469146,Female,45,Yes,No,Employed,Urban,Bachelor,1672898400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a68c7302-6162-4d79-8caf-138ee171599f,no_churn,0.03703545,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,35,No,Yes,Employed,Suburban,College,1672898400
45,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6cc1dd9e-2e78-4b4b-b3f2-eef6effa9b9c,no_churn,0.02911608,0,no_churn,-0.135975748520814,-0.0083558226686727,-0.0336105255388974,-0.0280639012706706,-0.0317194682321132,0.0286596929344887,-0.0365108673804206,-0.0234495111077012,Male,47,No,Yes,Unemployed,Urban,Master,1672898400
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,84ecb499-5cee-464c-8d1a-698e2d8c9ad8,no_churn,0.17472649,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Female,55,No,No,Employed,Suburban,High School or Below,1672898400
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,071c7cfa-a3d9-4947-9669-581aec5f201d,no_churn,0.02988388,0,no_churn,-0.109762417778193,-0.0231846063891771,0.0224734289892103,-0.0771289535418827,0.0577791934725155,0.0449545576220134,0.0414578636094029,0.0643847832469146,Male,41,No,No,Retired,Urban,College,1672898400
40,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,d7d5633c-6300-4a9f-a31a-e2f8ecaba359,no_churn,0.28651476,0,no_churn,-0.110424873054626,-0.0031879381923863,0.0097761032723701,0.0126544987983925,-0.0336076668639725,-0.20015657307491,0.0103119976101425,0.0456082977809455,Female,67,No,Yes,Employed,Suburban,High School or Below,1672898400
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,506b2624-f13f-4ee7-8449-fcd5a391d42e,no_churn,0.27498284,0,no_churn,-0.0090010468037053,-0.0016474712232411,0.114026984789525,0.0276920400368544,0.0419136140024238,0.117733812329916,0.058482582644483,0.0020828655753211,Male,26,No,Yes,Employed,Suburban,High School or Below,1672898400
7,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e2401bae-d170-4fca-a857-bda8979f0179,churn,0.100623086,1,churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Female,78,No,Yes,Employed,Rural,Bachelor,1672898400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c52c896b-c26b-4e47-a730-7eb251ecd843,churn,0.6094375,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,39,Yes,No,Medical Leave,Suburban,College,1672898400
56,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,79519203-dfa7-4183-ae14-6dfcb64a1fbc,no_churn,0.0064369495999999,0,no_churn,0.0177647705153412,0.0011979818317922,0.0582944985349058,0.0778311687966197,0.111865096503989,0.0645520433305228,-0.0293000998436036,-0.0005649420067857,Female,65,No,No,Unemployed,Suburban,Master,1672898400
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f344e647-c317-4c50-9a75-2ca62998bab4,churn,0.5259791,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,33,Yes,No,Employed,Rural,College,1672898400
33,Yes,Yes,High Speed,Web_Chat_Support,One year,0hrs,Disabled,0b602d87-2294-4b41-8b61-49e65f85855f,no_churn,0.020842602,0,no_churn,-0.0247360410079454,-0.0030432949870919,0.0131875141813634,-0.0377680603037788,0.0086961366370906,-0.12481550296231,-0.0359450093594296,-0.0646018945099604,Female,34,No,No,Unemployed,Suburban,College,1672898400
25,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,30838068-ed04-433a-9cd2-e7363a7705e7,churn,0.53622526,1,churn,-0.0341648845245436,-0.0120896924975386,0.0372197142786535,-0.0443733567517119,-0.188182831957893,0.0454554778241799,-0.0192212945930259,0.0263307168821302,Male,26,No,No,Employed,Rural,College,1672898400
17,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,85a8f4c6-e0a4-4ed6-9cda-760f7f3dc88a,no_churn,0.14506584,0,no_churn,0.0638246024074851,-0.0100244445238422,0.010570363126244,0.0287009795795165,-0.090177063226256,0.0939227785532966,0.0346296324140894,-0.0328063276377906,Female,38,Yes,No,Unemployed,Urban,High School or Below,1672898400
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e8f84942-680f-474b-a259-9f85068fa920,no_churn,0.37994048,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,21,No,Yes,Employed,Rural,Master,1672898400
53,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,cda60c17-c13e-4995-b88b-98dd61d5d39f,no_churn,0.117791906,0,no_churn,-0.100045246568734,-0.0072921131136536,0.0146838590158949,-0.100693409793566,-0.103864382057254,0.0362517401803415,0.0189338284544828,0.0329995737972603,Male,67,No,Yes,Employed,Suburban,High School or Below,1672898400
33,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,30704b2e-454e-4492-972a-51281f330746,no_churn,0.11686388,0,no_churn,-0.0910004308008137,-0.0078449338425343,-0.0237707709476126,-0.100623106098592,-0.0169913899778839,0.032476880705326,-0.0318745188999673,-0.0233978819304138,Female,41,No,Yes,Employed,Suburban,Bachelor,1672898400
11,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,686f60da-7449-4230-9d7e-395615cd5141,no_churn,0.48725763,0,no_churn,0.0148809758510287,-0.0055390567170434,0.0520774856268508,-0.0823506086165252,-0.104398479822576,0.0746732403804344,0.0632367387556951,0.0499768896648674,Female,32,No,Yes,Retired,Suburban,High School or Below,1672898400
18,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,70fef6e5-55c6-4b15-85b7-35c6fbe9d2de,no_churn,0.17905767,0,no_churn,-0.0481565148078698,-0.0191666124135008,-0.0330773015317117,-0.0487234721223558,-0.0784051700838426,0.0279024897073941,-0.0256705647194758,0.006270994664992,Female,41,No,No,Employed,Suburban,College,1672898400
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,aad622fb-1ba6-44bf-a0df-f74941002add,no_churn,0.0152845569999999,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Male,61,No,Yes,Employed,Suburban,High School or Below,1672898400
41,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,9c68dfcd-8fe2-4fc9-91c3-b44bfeb9cdad,no_churn,0.025999842,0,no_churn,-0.0624557031149197,-0.0026636521346881,-0.0585002102192629,0.0779652696503035,0.126417960953222,0.0428516400927037,0.0376767051408023,0.0121818402465578,Female,39,No,Yes,Employed,Rural,Doctor,1672898400
62,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,2fd1f4d6-dc1d-440e-abde-a8bac79dc2a4,no_churn,0.049306545,0,no_churn,-0.0941797460039197,-0.0013114490964471,0.0422728116374855,-0.0020629881294007,0.0905734140398272,0.0594956173209357,0.0533036835206985,0.0928825079958551,Female,31,No,Yes,Employed,Suburban,College,1672898400
6,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f00fa34a-7d8e-48db-9ca8-8bc20622d670,no_churn,0.0074302927,0,no_churn,-0.0769061457395446,-0.007379721413672,-0.0483880088525984,-0.0695142730999668,0.0205040738674142,0.0670158730577577,-0.0616341861253022,-0.0377237616383354,Male,40,No,Yes,Employed,Urban,College,1672898400
53,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1a155629-a8cc-4148-b97d-53e9504ebdc5,no_churn,0.05543285,0,no_churn,-0.0812392551822904,-0.0063142387496554,0.0185912347783778,-0.0206993276553839,-0.132133166501544,0.0308014116512549,-0.0181024616811555,-0.0165970149598615,Male,56,No,Yes,Employed,Suburban,Master,1672898400
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,4d7a5fc0-9987-414c-8b6a-cba62cdac4bb,no_churn,0.73291415,0,no_churn,0.145752244288001,-0.0022370019746267,0.017900008130523,-0.0222656776006397,0.109668474727741,0.14939499354582,0.166963226460016,0.132464253655044,Male,62,Yes,Yes,Employed,Suburban,High School or Below,1672898400
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8d1f7516-1aca-4134-a5c0-dfcbcdfcdbde,no_churn,0.56902915,0,no_churn,-0.0532038682571601,-0.0040252988411157,-0.118680291917481,-0.0046677128345254,-0.0526591346674194,0.0586219068574337,-0.0677349623005102,-0.0066767902036554,Female,24,No,No,Employed,Rural,Bachelor,1672898400
9,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,8e22ba39-5eaa-40e5-bf0a-0e25f14cf858,no_churn,0.23582165,0,no_churn,-0.0104793158514257,-0.014630070981475,-0.0369833078049123,-0.0800638604310279,-0.139621759007423,0.0428717842694823,-0.0019630326353399,0.01184341195265,Male,62,No,Yes,Employed,Suburban,High School or Below,1672898400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1bf0fd0c-69dd-4504-a171-6028d0110213,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,53,No,Yes,Unemployed,Rural,College,1672898400
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b0546aa5-0ff6-4705-98a2-26394676bf1c,churn,0.84119266,1,churn,0.0953162487865392,-0.0035150100949613,0.100055034748893,-0.0108654946015212,0.153904763352157,0.138239987011657,0.104684411203471,0.118820586167872,Male,42,Yes,No,Employed,Suburban,High School or Below,1672898400
43,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b5284d4d-b099-40eb-9366-da02d699693c,churn,0.47845185,1,churn,-0.0866750721977587,-0.0034817090997239,-0.109123679036784,0.0036776566609478,-0.0219397353004205,0.071007197723793,-0.0058185872139802,0.0233277774878843,Female,68,No,Yes,Retired,Suburban,College,1672898400
53,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,8ef8ec61-b809-4835-8a25-940f788a8753,no_churn,0.117791906,0,no_churn,-0.100045246568734,-0.0072921131136536,0.0146838590158949,-0.100693409793566,-0.103864382057254,0.0362517401803415,0.0189338284544828,0.0329995737972603,Female,22,No,No,Employed,Suburban,Bachelor,1672898400
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8e3c6b10-b3f9-4705-84c3-8777ba55db0a,no_churn,0.22902581,0,no_churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,27,Yes,No,Unemployed,Rural,High School or Below,1672898400
59,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,d77a10ca-319b-4a14-baf1-268fb89a8d02,no_churn,0.055307675,0,no_churn,-0.141855393520248,-0.007600945809645,-0.0075445462012066,-0.0799082554907931,-0.0929467952173581,0.0388089224011037,0.0151607668378756,0.0068600943231217,Female,64,No,Yes,Employed,Rural,High School or Below,1672898400
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef55f7a4-9f8d-4f2d-8fd7-c54641543dda,churn,0.61263496,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,66,Yes,Yes,Employed,Urban,High School or Below,1672898400
64,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,51c6d793-e0c0-4b15-bb63-596a4e19eaad,no_churn,0.016961647,0,no_churn,-0.0939495266729954,-0.0051008421019878,-0.054747381792863,-0.0417082112043863,-0.0282238464182091,0.0331045934030589,-0.0216457828990496,-0.0467551540656677,Female,78,No,No,Employed,Urban,College,1672898400
26,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,959cd5e3-1b36-4b48-9f82-89f98e1ecc29,no_churn,0.45912257,0,no_churn,-0.186851534227853,-0.007605973055688,-0.064108465461104,0.0455052871453699,-0.0648089619278471,0.0343882155683968,0.0065689348492014,0.0278863467051814,Male,67,No,No,Employed,Rural,College,1672898400
68,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,e98d2bc3-a0e9-470a-a18d-0b023a7f05ce,no_churn,0.028028661,0,no_churn,-0.0661177363792921,-0.002894963928702,-0.0182050216829975,-0.0189112486676094,-0.0403404191760273,-0.171929807646266,0.0248445100146909,0.0245285347743174,Female,57,No,Yes,Employed,Rural,Bachelor,1672898400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,229a78cd-de15-4150-8701-47a6a6620be7,no_churn,0.67202294,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,49,No,Yes,Unemployed,Urban,High School or Below,1672898400
11,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9061ce16-1178-4a78-807c-63411feae8a9,no_churn,0.041815855,0,no_churn,-0.0323613280964491,-0.0070196624349955,-0.0323399159960354,-0.0613402958320875,-0.0427430499526417,0.0528508342708755,-0.031715151452754,-0.0250242475407139,Female,30,No,Yes,Employed,Suburban,High School or Below,1672898400
53,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,5210e465-0b9d-428e-9692-db618ae0ec7c,no_churn,0.05543285,0,no_churn,-0.0436379785889585,-0.0031588721764819,0.0054177121500288,-0.0447928373436389,-0.0500007147893029,-0.0632884490137621,-0.0181417036256243,-0.0214233095238341,Female,50,No,No,Employed,Suburban,Bachelor,1672898400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,100hrs+,Active,cf559a69-60f7-4c72-8535-efc1093ffc93,no_churn,0.057223305,0,no_churn,-0.191679019488074,-0.0025043397255285,0.0262617146699267,0.0200190191381807,0.0082193905905842,-0.115136149969603,0.0288894981056,0.0269037351599399,Female,73,No,No,Employed,Suburban,Bachelor,1672898400
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c84e15d0-c4b1-43a9-9aec-18be6f9fdaba,no_churn,0.37634555,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,60,No,Yes,Unemployed,Urban,College,1672898400
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,9c057ff2-1c57-4b3a-85c0-2ddc38de45da,churn,0.13805729,0,no_churn,-0.106483233105232,-0.0024400761447122,0.0186573176417141,0.0518575607984621,-0.0137966242944276,-0.160468239825218,-0.0335831648200746,-0.022769692259053,Male,26,Yes,No,Employed,Urban,Bachelor,1672898400
6,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,592802d6-e427-436c-9f5a-d1badad5efe1,no_churn,0.0074302927,0,no_churn,-0.0178939686160356,-0.0039660068834928,-0.0075095587477335,-0.0329378111951518,0.007958501653502,-0.146768980302022,-0.0375119348363114,-0.0303963936611944,Female,62,No,No,Employed,Suburban,Master,1672898400
47,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,295bdc28-17c9-49f8-9a72-35e825204ebf,no_churn,0.21040812,0,no_churn,-0.0713018057043109,-0.0043208103005144,0.0475145928680558,0.101255388307745,-0.158131892171982,0.0605341391000865,-0.020329775452883,-0.0107588050295726,Male,51,No,No,Medical Leave,Suburban,Bachelor,1672898400
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a93cc399-b467-4ffd-977f-2e76e78d6063,no_churn,0.1412339,0,no_churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Male,45,Yes,Yes,Medical Leave,Suburban,High School or Below,1672898400
10,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a9c778b1-722a-4a1a-9aac-be0952e8d2f8,churn,0.738323,1,churn,0.128370263782663,-0.0048730245833212,0.0306020867374127,-0.0297680900887371,0.101809654234612,0.148304838425888,0.213805412936908,0.129389379903937,Male,36,No,Yes,Disabled,Suburban,Master,1672898400
11,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,49884a1e-7f87-4d73-9f2b-16402bfea332,churn,0.1287668,1,churn,0.155522155965145,0.0050326409837907,0.0211459295103577,0.0293984551036737,0.148618550523479,0.140765559208348,-0.0325677279714818,-0.0152750410152839,Male,38,Yes,No,Unemployed,Rural,College,1672898400
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c7875a6a-8d57-402d-8466-5aa0c2f040f7,no_churn,0.14586732,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Male,71,No,No,Employed,Suburban,Master,1672898400
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1dc246e8-4105-4b92-850e-45e045ea00a4,churn,0.61411357,1,churn,-0.127166433188304,-0.0088642010445255,-0.136642949554662,-0.051296025280244,0.0769239689024107,0.025657895281547,0.0262388149692378,0.0544561108739981,Male,39,No,Yes,Unemployed,Suburban,College,1672898400
65,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,ff298995-962b-4b77-9a5b-f8baf7a4f79f,no_churn,0.14813478,0,no_churn,-0.17218411429847,-0.0108692656282437,-0.0223914045304991,-0.0124389455168784,-0.0921214723822959,0.0390194820343094,0.0082189064149042,0.0304073283824709,Male,66,No,Yes,Unemployed,Suburban,High School or Below,1672898400
41,Yes,No,Medium Speed,Phone_Support,Two year,100hrs+,Active,8176878b-81fe-47c6-8702-ff7bf201248a,no_churn,0.025999842,0,no_churn,-0.0077128113027356,-0.0009308373143721,0.0165659770664387,0.0396404336634805,0.112088112591846,-0.132756396640125,0.0627189618397824,0.0713604082315578,Female,44,No,No,Unemployed,Rural,High School or Below,1672898400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2c2f438f-99ed-49b7-b75d-e5c4f5c2a458,churn,0.3767333,1,churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,75,No,No,Unemployed,Suburban,High School or Below,1672898400
28,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,27d9fa61-c070-4ed2-a578-c41922c53e7d,no_churn,0.06943426,0,no_churn,-0.117353807027666,-0.0107501571114153,-0.0322355752303974,-0.0616722679380836,0.0183070492925162,0.0366875935406551,-0.0507861006373332,-0.0478895524175641,Male,66,No,Yes,Unemployed,Suburban,College,1672898400
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,59e21f3f-0a3a-4274-a1bb-3124b859c711,no_churn,0.009577353,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Female,42,No,Yes,Unemployed,Rural,Bachelor,1672898400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,644b3ce4-cb30-4428-a023-dcc78c7c3962,churn,0.7457109,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,77,No,Yes,Unemployed,Suburban,Bachelor,1672898400
6,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,e62dd355-fe62-461b-ac21-4b7c4e59ec4f,no_churn,0.03703545,0,no_churn,0.0134219032968667,-0.0082439987719044,-0.0059934978491401,-0.0188418262812228,0.0166153701112853,-0.0668115742227019,-0.0308574666305503,-0.0369817255931229,Male,57,Yes,Yes,Employed,Urban,College,1672898400
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,758c51ee-0bb2-4c9e-844b-4ce080ad16e9,no_churn,0.37994048,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,64,No,No,Employed,Urban,College,1672898400
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,45929499-87cd-47ed-981d-9e19eeb9ed00,churn,0.61411357,1,churn,-0.127166433188304,-0.0088642010445255,-0.136642949554662,-0.051296025280244,0.0769239689024107,0.025657895281547,0.0262388149692378,0.0544561108739981,Male,75,No,Yes,Unemployed,Suburban,High School or Below,1672898400
8,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3d3993fc-6b03-4875-a23a-a7727bf46889,churn,0.6112857,1,churn,0.136401777713618,-0.0008756143899699,0.0367710411827374,-0.0023967429198364,0.0963913339120335,0.162652018138815,0.159345892627771,0.142684142675889,Female,48,Yes,Yes,Medical Leave,Rural,Bachelor,1672898400
30,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,15cfdc41-225e-469e-a2a0-b21d5e49410b,churn,0.12910187,1,churn,-0.0573433132846366,-0.0061605380220498,-0.0694263740875612,0.0024496426467339,0.111754231566847,0.0739585588454974,0.0598489704160783,0.0847736256842108,Female,30,No,Yes,Employed,Suburban,High School or Below,1672898400
52,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,1fd5b82a-d7f6-4497-8a49-cb614adb7c19,churn,0.31326404,1,churn,-0.0724815404508353,-0.0042926676295792,0.0258944859636176,-0.0340370450402133,-0.0319173295434393,-0.211453454538259,0.0398793596546875,0.0493820374662755,Male,69,No,Yes,Disabled,Urban,College,1672898400
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c1cf6a12-2d48-4be3-b067-3ff795c2c524,no_churn,0.35573637,0,no_churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Male,20,Yes,No,Unemployed,Rural,Bachelor,1672898400
45,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,1365eaa8-22b5-400d-9f07-3a3cc72a12f5,no_churn,0.15161918,0,no_churn,-0.124671098641084,0.0039180443043233,-0.0382314167045842,0.0262428522202912,0.0690773002129117,0.0928700789333242,0.0583295124246046,0.0684385766951618,Male,74,No,No,Retired,Rural,High School or Below,1672898400
30,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,d8578c88-1236-4148-afe2-c16568be8a72,churn,0.12910187,1,churn,-0.0573433132846366,-0.0061605380220498,-0.0694263740875612,0.0024496426467339,0.111754231566847,0.0739585588454974,0.0598489704160783,0.0847736256842108,Male,79,No,No,Unemployed,Suburban,College,1672898400
7,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,adfce936-5d3c-440d-bda9-24df2e613ad2,churn,0.100623086,1,churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Female,51,Yes,Yes,Employed,Urban,High School or Below,1672898400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5cb5b7f8-55ed-4dab-abf8-45271e19108c,churn,0.8745962,1,churn,0.222147846840708,-0.0040052244714024,0.0677643768527013,0.128821435551163,0.10118883184693,0.123289165715705,0.0387064173067665,0.0455610086877277,Female,49,Yes,Yes,Employed,Suburban,High School or Below,1672898400
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,62d484f4-9ac0-4ed5-8096-0b74838d7b73,no_churn,0.020842602,0,no_churn,-0.115783634749059,-0.0046070134203,0.0374821190081274,-0.105427677101588,0.0455229328196037,0.0191662238253047,-0.039003415524221,-0.0497090192631003,Female,76,No,No,Employed,Suburban,College,1672898400
6,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,6df7a7bb-379d-457b-9e11-f41d4a0c8ee3,no_churn,0.0074302927,0,no_churn,-0.0178939686160356,-0.0039660068834928,-0.0075095587477335,-0.0329378111951518,0.007958501653502,-0.146768980302022,-0.0375119348363114,-0.0303963936611944,Male,37,No,Yes,Employed,Suburban,High School or Below,1672898400
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8501bb7e-5d58-48d6-9c90-586164cf77a0,no_churn,0.03283556,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,60,Yes,Yes,Unemployed,Urban,High School or Below,1672898400
53,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,85668889-e90b-4d31-91ec-852ad17974e0,no_churn,0.05543285,0,no_churn,-0.0812392551822904,-0.0063142387496554,0.0185912347783778,-0.0206993276553839,-0.132133166501544,0.0308014116512549,-0.0181024616811555,-0.0165970149598615,Female,71,No,Yes,Unemployed,Suburban,Master,1672898400
5,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,a20ae957-57a3-4484-95e2-68eb3a727112,churn,0.52728677,1,churn,0.217898974864297,0.015269486772222,0.0068704510352563,0.0408107029227744,0.0606862890299134,0.161491695791597,0.104044047378584,0.0594855365680268,Male,68,No,No,Employed,Rural,Master,1672898400
57,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,83d1e0b3-759a-41a6-b665-54dad814ec49,no_churn,0.02988388,0,no_churn,-0.109762417778193,-0.0231846063891771,0.0224734289892103,-0.0771289535418827,0.0577791934725155,0.0449545576220134,0.0414578636094029,0.0643847832469146,Male,59,No,No,Employed,Rural,High School or Below,1672898400
23,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,b11179ea-75ab-4efb-b38b-814dcbd07b7e,no_churn,0.014675152,0,no_churn,-0.0641651909797974,-0.0032946364840972,0.0151242137727149,-0.0535867856394179,-0.0584422904645452,-0.158374258684216,0.0262428536765128,0.0274699428986014,Male,79,Yes,No,Employed,Rural,Bachelor,1672898400
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,972c880e-2e27-48cf-8b74-111ad1ff78fa,no_churn,0.2244686,0,no_churn,-0.173711776780388,-0.0025089984478836,-0.0536363660858114,0.0077115763193251,0.0490511066120234,0.0639114047996145,-0.0275317414499295,-0.0539780180129946,Female,72,No,No,Employed,Suburban,Bachelor,1672898400
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,13ef8aa4-d291-4064-b2cd-3e3032ca9711,no_churn,0.009577353,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,56,No,Yes,Employed,Suburban,High School or Below,1672898400
65,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,445c09ea-ca73-4d9b-97af-d939d7ebdd59,no_churn,0.14813478,0,no_churn,-0.114575946225286,-0.0036800482376929,0.0015536239310858,-0.0131591753310658,-0.0897304667144271,-0.0656068376515122,0.0125903690777022,0.0335823280918475,Female,27,No,Yes,Unemployed,Urban,College,1672898400
20,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,681ad3ad-49b5-416a-a67b-90220db77817,no_churn,0.0152880745,0,no_churn,-0.144515433939159,0.0401997810615193,0.0022020085847407,-0.0498994159031917,0.0217223509221548,0.0568053309676133,-0.054961210353972,-0.0605795630335433,Male,33,No,Yes,Unemployed,Rural,High School or Below,1672898400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6bc251c5-9be8-467c-b38b-3b2c933c4921,no_churn,0.26659098,0,no_churn,-0.172567841779346,-0.0079624211837108,-0.067256213033761,0.032384533778677,-0.0020018959458866,0.0492544931935117,-0.0346606853297089,-0.0662161196719898,Female,20,No,Yes,Medical Leave,Suburban,Bachelor,1672898400
56,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,71f7a5db-d1ee-43df-8524-9d0f200ba312,no_churn,0.0064369495999999,0,no_churn,0.0040043917576622,-0.0030984011210421,0.0132402550363985,0.0066707274708824,-0.0025531001037415,-0.222005366387111,-0.0346652709964837,-0.0306193867336514,Male,47,No,Yes,Unemployed,Suburban,College,1672898400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,d2da6dfd-06ab-4489-a70e-1c00e4bd9516,churn,0.51403666,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,73,Yes,Yes,Retired,Suburban,College,1672898400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,da0447d3-670c-4769-a032-7c9123a57b55,churn,0.6094375,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,40,No,No,Employed,Urban,Bachelor,1672898400
41,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,a44f8ad4-c05e-4cf2-9f02-57e434fd3b28,no_churn,0.091547795,0,no_churn,0.114111312110126,-0.0063819435290133,0.0579520109723307,0.182071089253695,0.12369611914517,0.120676785009528,0.0071260958992752,0.0218176273246717,Male,37,No,Yes,Unemployed,Rural,College,1672898400
10,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,406fc6c8-e76e-4130-8faa-c583b5d796c3,no_churn,0.10889326,0,no_churn,-0.0457616907794908,-0.0108286723909441,-0.0307204845403066,-0.0682545536643556,-0.0425068681955781,0.0481069614114403,-0.0360374891603532,-0.0290233530595014,Male,49,Yes,No,Employed,Suburban,Bachelor,1672898400
38,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,16b10ee0-6bfb-4a3d-898c-0ec66733baf4,no_churn,0.07300944,0,no_churn,0.122676926731901,0.0017302152816773,0.0457815621268218,0.0128271567525189,0.0633038545518957,0.0421857475079559,-0.003763540931277,-0.0352283834874924,Male,41,Yes,Yes,Retired,Suburban,High School or Below,1672898400
17,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,640e66e9-3db7-43e9-aac9-144b207647d5,no_churn,0.14506584,0,no_churn,0.0276212340526035,-0.0056349668802067,-0.0525668996308923,-0.0611107696626459,-0.066848412002746,-0.121912077776306,0.0513101310923957,0.0301156073481797,Male,36,No,No,Employed,Suburban,Bachelor,1672898400
50,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,a376021b-791b-412e-a655-331c4c8f2fb1,no_churn,0.22144324,0,no_churn,-0.0530434459038406,-0.0046366868528275,0.0887648075847027,0.0982410083039485,-0.0737260862579387,0.0525543633045708,0.118485832757069,0.048834064462826,Male,20,No,Yes,Unemployed,Suburban,College,1672898400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c851ac41-fab1-49ed-aa2b-6fa07bb5acea,no_churn,0.03703545,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,37,Yes,Yes,Employed,Suburban,Bachelor,1672898400
17,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,ed57e3fc-72a0-456d-81c4-78bacaeb5489,no_churn,0.14506584,0,no_churn,0.0638246024074851,-0.0100244445238422,0.010570363126244,0.0287009795795165,-0.090177063226256,0.0939227785532966,0.0346296324140894,-0.0328063276377906,Male,20,Yes,Yes,Employed,Suburban,High School or Below,1672898400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,58f41ccb-24d0-475d-97be-703be659dc14,churn,0.62429214,1,churn,-0.0490929088305892,-0.003603456713663,0.0644740732423542,0.0699868120628707,0.0164710423789802,0.100792520366886,-0.0206946085539311,0.046632441197089,Female,73,No,No,Employed,Suburban,College,1672898400
72,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dbff2b8e-fddc-4db6-93bd-ce5ffdcad208,no_churn,0.002311258,0,no_churn,-0.106289492960677,-0.004076397622648,-0.0106384632665867,-0.0283073919576781,-0.0105079665088669,0.0482807456631417,-0.0353939574647665,-0.0520932271512265,Female,45,No,Yes,Employed,Rural,College,1672898400
69,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,fe4d6602-491b-4935-825d-496526a7e24c,no_churn,0.2457843,0,no_churn,-0.0539934898730643,-0.0003335834146128,0.0001509431305203,-0.042470353423796,0.0106669910713389,-0.079503522369705,0.0522901297054886,0.0775000691070454,Male,56,Yes,No,Unemployed,Rural,Master,1672898400
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5159274-ce6b-4af8-9f38-65e876790893,no_churn,0.37994048,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,20,Yes,Yes,Employed,Rural,College,1672898400
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,20e95b9a-9536-49ae-bd17-f1545930a02b,no_churn,0.29635593,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,51,No,No,Unemployed,Suburban,College,1672898400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e32833d5-8016-4daa-8301-677897359241,churn,0.83776665,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,62,No,Yes,Employed,Suburban,Master,1672898400
38,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9def202b-eddb-4f00-bb00-dc57dd16f535,no_churn,0.07300944,0,no_churn,-0.0468208822074029,-0.0141981078814569,-0.0140612452428104,-0.038849475073548,-0.0870015924570725,0.0184403147157354,-0.0344531745706444,-0.018081988158774,Male,70,No,Yes,Unemployed,Suburban,Bachelor,1672898400
45,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,92f9a282-8170-49a1-b610-80025d85af52,no_churn,0.02911608,0,no_churn,-0.0713866330418295,-0.0035836180516707,-0.0128691042827176,-0.0349881914128309,-0.0210234681380916,-0.0891095381892228,-0.0154920044821665,-0.0165735947145822,Male,57,No,No,Employed,Rural,Bachelor,1672898400
70,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c3dcf23a-82c0-4cce-86fe-329a162faf31,no_churn,0.14983487,0,no_churn,-0.166967835288315,-0.0014779317102511,0.0194622694194549,-0.0561082262310628,0.0508904289748352,0.0642885736368043,0.0063417409677094,0.0745448281116114,Male,66,Yes,No,Employed,Suburban,Bachelor,1672898400
11,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,72f8dc64-926f-485c-a1ed-7027f966af9b,no_churn,0.21526428,0,no_churn,0.0715217033935732,-0.0013486217641911,0.0069386832952659,0.0278408189290348,-0.0838756516118155,0.0773365029335855,-0.0102651335554128,-0.0019190943439571,Male,73,No,No,Employed,Urban,Master,1672898400
62,Yes,No,High Speed,Phone_Support,One year,<50hrs,Active,e5b20346-dac0-4d1f-aeff-4a2a5fa2c1ff,no_churn,0.049306545,0,no_churn,0.0060255158724248,-0.0006924193776285,0.0275384984216907,0.0293312470133241,0.101789619159172,-0.0520542629882584,0.124717998126216,0.0868176589420363,Male,45,No,No,Retired,Suburban,College,1672898400
23,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,298caed5-dc80-4d71-9eca-7b1daa009fa9,no_churn,0.10832604,0,no_churn,-0.0660166502413812,-0.0095205635063757,0.0418463233117654,-0.127502230356858,0.0234140049754387,0.0588801883439555,-0.0418460525247428,-0.0682811730758294,Female,27,No,Yes,Employed,Suburban,College,1672898400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,88c7df67-4a20-494d-a006-80e250fa3121,no_churn,0.07896148,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,28,No,No,Employed,Rural,High School or Below,1672898400
59,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,72ce1eb2-4191-453a-8d22-97948857a68f,no_churn,0.055307675,0,no_churn,-0.141855393520248,-0.007600945809645,-0.0075445462012066,-0.0799082554907931,-0.0929467952173581,0.0388089224011037,0.0151607668378756,0.0068600943231217,Male,25,Yes,No,Employed,Suburban,Master,1672898400
6,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,bddbfbf2-941e-48da-a1d7-fb1e421a9b8d,no_churn,0.0074302927,0,no_churn,-0.0178939686160356,-0.0039660068834928,-0.0075095587477335,-0.0329378111951518,0.007958501653502,-0.146768980302022,-0.0375119348363114,-0.0303963936611944,Male,61,Yes,Yes,Employed,Urban,High School or Below,1672898400
23,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,08fc0eaf-0565-46ce-80e5-179425749bd3,no_churn,0.014675152,0,no_churn,-0.106325066586915,-0.0025380565444356,0.0410986242915623,-0.10353987954084,-0.0713241390641815,0.0768605888386991,0.0669730239338241,0.049768753475455,Female,22,No,Yes,Employed,Suburban,Master,1672898400
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,736d8f69-a3b7-440c-acb3-726a32ba6147,no_churn,0.27498284,0,no_churn,-0.0090010468037053,-0.0016474712232411,0.114026984789525,0.0276920400368544,0.0419136140024238,0.117733812329916,0.058482582644483,0.0020828655753211,Female,61,Yes,No,Unemployed,Suburban,College,1672898400
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fc6ec633-64bd-4629-9332-d8fdab6b348f,churn,0.39180088,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Male,56,Yes,Yes,Employed,Suburban,High School or Below,1672898400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3c2d4aad-64c5-4129-811b-47f9fcef6392,no_churn,0.67202294,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,70,No,No,Employed,Rural,Bachelor,1672898400
29,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,83e74405-09a2-43b6-bb68-8bd74990a4da,churn,0.5821383,1,churn,0.061389503302089,-0.0009954975635082,0.0217365992032864,0.057396227005147,0.163766217476768,0.132887518022653,0.113694336083936,0.132765621484541,Male,78,Yes,No,Employed,Urban,College,1672898400
48,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3bc54676-1377-4624-8da3-3eb2447a9776,no_churn,0.17413208,0,no_churn,-0.162290164707747,0.0038294566586137,-0.0056943822662151,-0.0290653228186602,0.0365303886808669,0.0171388386515673,-0.0276120518065226,-0.0418629131230227,Female,51,No,Yes,Employed,Suburban,Bachelor,1672898400
68,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1d4b7d4f-91eb-42bc-96af-851efd3ec861,no_churn,0.36694473,0,no_churn,-0.165662898965138,-0.0019868667938271,0.0058107729480298,-0.0553639357176916,0.0442340377040182,0.032796766852075,0.0176298237651371,0.0785637686588779,Female,70,Yes,No,Unemployed,Rural,High School or Below,1672898400
53,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4c6baecb-ba5c-428d-8d37-589fe7850152,no_churn,0.015001637,0,no_churn,-0.0628563476808813,-0.0030755357024827,-0.092128577291678,0.0071493081943299,0.0576395423658323,0.0044519820110963,-0.0349307514766223,-0.0552757705056683,Female,80,No,No,Employed,Suburban,College,1672898400
16,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c85cf7d-e32c-48da-8222-c119d6ae94e2,churn,0.540524,1,churn,0.0259011292116338,-0.0034125599317667,-0.0439768518647179,0.0613096186642906,-0.0009674806626208,0.101233092146103,-0.0271750465738659,-0.0090268324031421,Male,49,No,Yes,Disabled,Suburban,Master,1672898400
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9b741ce5-8ab5-481a-86d3-1b54ee645f89,churn,0.40571207,1,churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,23,No,No,Retired,Urban,College,1672898400
49,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,9b7a2052-beb6-46d0-b366-8371f5188c03,no_churn,0.037011642,0,no_churn,-0.144147000177636,-0.0034827285736537,-0.135595482812605,-0.0524648396027078,0.0019771340945408,0.0612322067489913,-0.0376018176924299,0.051056376028373,Female,65,No,No,Unemployed,Rural,College,1672898400
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,bac682b5-43f6-4f93-a8c7-54a390856d8e,no_churn,0.22902581,0,no_churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,80,Yes,No,Employed,Urban,High School or Below,1672898400
71,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,e60bef07-782f-4595-9c3f-3b0dcde7cec5,no_churn,0.004495225,0,no_churn,-0.0619774255278434,-0.0035120884800926,-0.0126376503555866,-0.0204225102964755,-0.015405322987508,-0.130856964756517,-0.0107781718762907,-0.0134360182639102,Male,39,No,No,Employed,Suburban,Bachelor,1672898400
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,a02d3b20-8184-4d27-8333-703da08bf0c2,no_churn,0.019220114,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,46,No,Yes,Unemployed,Suburban,High School or Below,1672898400
69,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1f9812e5-b109-4c36-968a-cb847e231a34,no_churn,0.0056522302,0,no_churn,-0.0968231939091674,-0.0039452033905945,0.0045859342339099,-0.0937985085155196,0.0162569647980762,0.0499096102533258,-0.0295950633931715,-0.0686722485356858,Male,24,No,Yes,Unemployed,Urban,Bachelor,1672898400
33,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e25afc71-0bdb-4b52-8062-5df0fb96dc8a,no_churn,0.11686388,0,no_churn,-0.0910004308008137,-0.0078449338425343,-0.0237707709476126,-0.100623106098592,-0.0169913899778839,0.032476880705326,-0.0318745188999673,-0.0233978819304138,Female,25,No,Yes,Employed,Rural,High School or Below,1672898400
56,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,1874dd22-89a3-4fea-906a-a93da4aba50d,no_churn,0.031138025,0,no_churn,0.0042659490156984,-0.0036636805080888,-0.0134771684561656,-0.022542248244772,0.0230324029804978,-0.169745122479108,-0.0319909721700605,-0.0549053128180457,Male,58,No,No,Employed,Suburban,Bachelor,1672898400
6,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,cab9b599-ce4f-43bd-afaa-b70c40752bca,no_churn,0.27042025,0,no_churn,-0.0279181993105703,0.0206651146976128,0.0164484083362594,-0.0555282427211932,0.0372477154014086,0.0935320320588607,-0.036806487441604,-0.0220474414997897,Female,24,No,Yes,Employed,Suburban,College,1672898400
53,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d8df9af4-2db1-4453-8f1f-e78b79c1340c,no_churn,0.015001637,0,no_churn,-0.0628563476808813,-0.0030755357024827,-0.092128577291678,0.0071493081943299,0.0576395423658323,0.0044519820110963,-0.0349307514766223,-0.0552757705056683,Female,66,No,Yes,Medical Leave,Urban,Bachelor,1672898400
56,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1c01ec46-0611-4721-90c1-ead06a7a1f25,no_churn,0.031138025,0,no_churn,0.0054577220164355,-0.0032942992278549,-0.0482778607560976,-0.0624003422870191,0.0623896587070339,0.0369573525972828,-0.0351098224720317,-0.0447485596121077,Female,21,No,Yes,Employed,Rural,College,1672898400
18,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,e315c82f-13d6-48b9-b7e4-411858160b74,no_churn,0.17905767,0,no_churn,-0.0481565148078698,-0.0191666124135008,-0.0330773015317117,-0.0487234721223558,-0.0784051700838426,0.0279024897073941,-0.0256705647194758,0.006270994664992,Female,67,No,Yes,Employed,Rural,College,1672898400
35,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3dead518-7ada-4a69-ac4c-fe189ca5883f,churn,0.17936361,1,churn,-0.0517744248988856,-0.0048081347018705,-0.0565681697420404,0.110153076007991,0.0103467828758039,0.024959557457696,0.0036635071445471,0.0033753649187929,Female,78,No,No,Unemployed,Suburban,Bachelor,1672898400
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,16e0c079-32d7-46be-af63-8cdfbbb6543f,no_churn,0.56902915,0,no_churn,-0.0532038682571601,-0.0040252988411157,-0.118680291917481,-0.0046677128345254,-0.0526591346674194,0.0586219068574337,-0.0677349623005102,-0.0066767902036554,Male,45,No,Yes,Employed,Suburban,College,1672898400
10,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,c72663f1-8aab-4061-9bfa-c5c96f18c944,churn,0.596614,1,churn,-0.0078406214717051,-0.0028111428540069,-0.07455559331122,-0.110707258225898,0.0073961022882303,0.0837509840080883,-0.024117023779363,0.0898583985651839,Female,72,Yes,No,Unemployed,Rural,College,1672898400
13,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,46687d84-5f18-4376-be37-6e5d90db4157,churn,0.51824623,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Female,64,No,No,Employed,Suburban,Bachelor,1672898400
40,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d6a75136-0454-411c-b8be-9dc7fea40165,no_churn,0.012736125,0,no_churn,-0.10410368775033,-0.0210871119605508,-0.0729490786514088,-0.0578777272643219,0.0050819841652173,0.0475902919242889,-0.026279893895753,-0.0274009260278216,Female,43,No,No,Unemployed,Suburban,College,1672898400
10,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,f032032d-f24b-4949-982d-dd021a3c8755,churn,0.596614,1,churn,-0.0078406214717051,-0.0028111428540069,-0.07455559331122,-0.110707258225898,0.0073961022882303,0.0837509840080883,-0.024117023779363,0.0898583985651839,Female,70,No,No,Retired,Suburban,College,1672898400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6b9e4d7a-e30a-4af3-aa35-41f7a7907523,churn,0.697126,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,66,No,No,Unemployed,Suburban,College,1672898400
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,b3c7c3d8-188a-45de-8056-b700f7ac2ab4,no_churn,0.0154882689999999,0,no_churn,-0.0684479594508752,-0.0014845965147583,0.016409173431532,0.0006848217036781,0.109919456571324,0.109068505491882,0.0801992731164273,0.0903632718485823,Male,35,No,Yes,Employed,Suburban,Doctor,1672898400
11,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,da91891c-09a4-4063-a4f0-8b7b09e92253,no_churn,0.041815855,0,no_churn,-0.0323613280964491,-0.0070196624349955,-0.0323399159960354,-0.0613402958320875,-0.0427430499526417,0.0528508342708755,-0.031715151452754,-0.0250242475407139,Male,33,No,No,Employed,Suburban,College,1672898400
40,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d5be2cda-3696-4f6c-ba23-3c746279feb3,no_churn,0.012736125,0,no_churn,-0.10410368775033,-0.0210871119605508,-0.0729490786514088,-0.0578777272643219,0.0050819841652173,0.0475902919242889,-0.026279893895753,-0.0274009260278216,Male,56,No,Yes,Employed,Urban,High School or Below,1672898400
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,c14aea22-7793-4ee9-bad0-9f65aedecc71,no_churn,0.07421712,0,no_churn,-0.0530697077671402,-0.0029703278436318,0.0338638371436491,0.0260614901616008,0.0022183357723179,-0.234364566308409,-0.014964341079667,-0.0191342037298636,Female,63,Yes,No,Unemployed,Rural,Bachelor,1672898400
56,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6e7205bb-7344-44e8-943b-2edaa7e53f5e,no_churn,0.031138025,0,no_churn,0.0054577220164355,-0.0032942992278549,-0.0482778607560976,-0.0624003422870191,0.0623896587070339,0.0369573525972828,-0.0351098224720317,-0.0447485596121077,Female,23,No,No,Employed,Suburban,Bachelor,1672898400
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3bdf978e-8071-42da-ad55-c7f9c491fd51,churn,0.73673356,1,churn,0.189493258686034,-0.0025013677661627,0.0383391750245846,0.076009764277569,0.101403175404539,0.161817028745609,0.0913155234883925,0.0750972995955726,Female,42,Yes,No,Disabled,Suburban,Bachelor,1672898400
71,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,af75f599-74f7-43a1-b884-d13f06850adf,no_churn,0.004495225,0,no_churn,-0.0619774255278434,-0.0035120884800926,-0.0126376503555866,-0.0204225102964755,-0.015405322987508,-0.130856964756517,-0.0107781718762907,-0.0134360182639102,Male,67,No,No,Disabled,Suburban,College,1672898400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,01d301d8-1301-477d-bcd8-ab205a0150e5,no_churn,0.468198,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,63,No,No,Employed,Urban,Bachelor,1672898400
33,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0c4757a8-84cb-4442-8f24-9148ac5af426,no_churn,0.11686388,0,no_churn,-0.0910004308008137,-0.0078449338425343,-0.0237707709476126,-0.100623106098592,-0.0169913899778839,0.032476880705326,-0.0318745188999673,-0.0233978819304138,Female,77,No,Yes,Employed,Suburban,College,1672898400
53,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,e054567f-e5f7-4e23-873d-e70f10256a96,no_churn,0.117791906,0,no_churn,-0.100045246568734,-0.0072921131136536,0.0146838590158949,-0.100693409793566,-0.103864382057254,0.0362517401803415,0.0189338284544828,0.0329995737972603,Female,22,No,No,Employed,Suburban,High School or Below,1672898400
38,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,be163082-ea34-4f2f-9f86-41cd4b28f309,no_churn,0.13580324,0,no_churn,-0.0728474496261878,-0.0103943814112608,0.0143389924861548,-0.107916536389967,0.0138464560503143,0.0566590103753333,-0.0364326849618373,-0.0675674377241921,Male,44,No,Yes,Employed,Suburban,College,1672898400
29,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,a68b0b84-a826-4379-89fa-de0de7b25913,no_churn,0.02579174,0,no_churn,-0.0597067392723693,-0.0044944050712001,-0.0177956081321553,-0.041808878912052,-0.0237621022360326,-0.0783827614672009,-0.0198741564058582,-0.0232015016472087,Male,36,No,No,Unemployed,Rural,College,1672898400
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,37716329-8102-429a-a3b4-72f0a84efb65,churn,0.4562439,1,churn,0.0626876453486238,-0.001059270129931,0.104769205206412,0.189686188888882,0.129825686464219,0.121890357492589,0.0131656942656309,0.024567805612869,Female,54,Yes,Yes,Employed,Suburban,High School or Below,1672898400
5,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,9084371c-605a-4db8-a9b1-4e43c7008758,churn,0.52728677,1,churn,0.217898974864297,0.015269486772222,0.0068704510352563,0.0408107029227744,0.0606862890299134,0.161491695791597,0.104044047378584,0.0594855365680268,Female,64,No,Yes,Employed,Suburban,Bachelor,1672898400
50,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,4733c889-e5e0-429d-b947-f408f7c07ccd,no_churn,0.22144324,0,no_churn,0.0342933552818612,-0.005483131179717,0.0925625688158925,0.138775937060764,0.0833146476134606,-0.0284176421784468,0.150322027749144,0.0856060979530047,Male,22,No,Yes,Unemployed,Suburban,College,1672898400
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,7945386b-96e0-4171-a304-f5ff171082c7,no_churn,0.057223305,0,no_churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,35,No,Yes,Employed,Suburban,College,1672898400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5203d6e-1754-4fdb-84c1-8ce43557b8a6,churn,0.6879144,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,22,Yes,Yes,Employed,Rural,High School or Below,1672898400
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,eeb31798-c165-44e2-bd02-d46a17ea22b5,no_churn,0.374714,0,no_churn,-0.190763425151245,-0.0044461680174208,0.0491932873454698,0.0314267599358208,0.0346460786396892,0.0762114950150316,0.0440372986819511,0.0155494818123406,Female,55,Yes,Yes,Unemployed,Suburban,High School or Below,1672898400
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c00402b1-604a-42c1-8013-fd9c784341dd,no_churn,0.58408403,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,50,No,Yes,Employed,Urban,High School or Below,1672898400
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,84a16dad-eea6-4654-bb06-4f1cb155b9f6,no_churn,0.468198,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,66,No,No,Unemployed,Rural,Bachelor,1672898400
47,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,03140f7c-cb62-455d-b0ca-d869482a809e,no_churn,0.21040812,0,no_churn,-0.0713018057043109,-0.0043208103005144,0.0475145928680558,0.101255388307745,-0.158131892171982,0.0605341391000865,-0.020329775452883,-0.0107588050295726,Male,31,No,Yes,Disabled,Suburban,High School or Below,1672898400
40,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f156c880-f3be-4495-92e4-ff0f99d70680,no_churn,0.009189039,0,no_churn,-0.0896684136377825,-0.0174677330867052,-0.0044633102399711,-0.0291579521116,-0.0881946961019912,0.0380210822643766,-0.0466499642606868,-0.0289451637370802,Male,41,No,No,Unemployed,Urban,Bachelor,1672898400
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,058e4bc1-4b01-43ae-b571-8589e74ee589,churn,0.5259791,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,38,Yes,No,Unemployed,Rural,Bachelor,1672898400
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8c819eb4-cc28-4f75-8743-3cd9ea31c14b,no_churn,0.14586732,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Female,62,Yes,Yes,Unemployed,Suburban,College,1672898400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4c8e9ef5-3a85-491b-bf90-82373347ac85,no_churn,0.5940826,0,no_churn,0.0710626581738779,-0.0024480891843268,0.0753837550352091,0.0440574254738749,0.0497886399729941,0.142973975598543,0.11807181540039,0.0829924096695322,Female,77,Yes,Yes,Employed,Urban,College,1672898400
25,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,33134bdc-5605-4c2f-8fcf-7f8f4924a809,no_churn,0.06915902,0,no_churn,0.0131395715365306,0.0910431102675283,0.0278907166292265,-0.121325711303134,0.0209191412312247,0.0749751121517329,-0.0356385221204254,-0.0436962326774482,Male,37,No,Yes,Employed,Suburban,College,1672898400
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,743803aa-2e56-425e-86a4-81f0d254009a,no_churn,0.73291415,0,no_churn,0.145752244288001,-0.0022370019746267,0.017900008130523,-0.0222656776006397,0.109668474727741,0.14939499354582,0.166963226460016,0.132464253655044,Male,48,No,No,Unemployed,Suburban,Bachelor,1672898400
24,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,558ac5a2-0079-470a-9c24-06e1d179db36,churn,0.3442123,1,churn,-0.0395732466450226,0.0192297134385444,-0.0481965728109571,-0.0367574376667653,0.0387337705870504,0.0847962651016223,0.0270266546944094,0.0553813695809913,Male,65,No,Yes,Unemployed,Suburban,College,1672898400
70,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Active,24826933-0147-4e48-9ed6-1606313f766e,no_churn,0.2513981,0,no_churn,-0.159136484496139,-0.0016181817958386,0.0417241708853907,-0.0269422380790456,-0.061364262193947,-0.174419687715781,0.057426879184095,0.0653036491189959,Male,27,No,Yes,Unemployed,Urban,High School or Below,1672898400
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,6e652e22-22f3-4a26-a446-022ab65772c2,churn,0.66734827,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Female,75,No,No,Employed,Suburban,High School or Below,1672898400
26,Yes,No,High Speed,In_Store_Support,One year,<80hrs,Active,4d2b545c-c705-4e22-9ab3-d41cbe0c3fe2,no_churn,0.09522721,0,no_churn,-0.104537385175863,-0.0043391583337142,-0.038849217495499,-0.0310593443607012,-0.0634609658944782,-0.0736962783779472,0.0139585499491158,0.0329576467411266,Female,49,No,No,Employed,Rural,High School or Below,1672898400
14,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,29c34302-3e67-49a9-bb3f-da95b4c6d517,no_churn,0.043986633,0,no_churn,-0.0333989659688631,-0.0063341661673621,-0.0310021305110149,-0.0336670901893467,-0.0264334233839053,-0.073254252308734,-0.026539603638339,-0.0383965201903811,Female,54,Yes,No,Employed,Suburban,High School or Below,1672898400
22,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,9140dc6b-2da7-4d30-b26b-0539b1ead7b0,churn,0.46570405,1,churn,0.0554912664391395,-0.0018908473398369,0.110856770014843,0.135424632129125,-0.0094667914510091,0.104918956310698,-0.0121923671634067,0.0032846185181006,Female,32,Yes,No,Unemployed,Suburban,Bachelor,1672898400
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bf759676-6dba-4e02-ba97-4ebeb61b1f4f,no_churn,0.12312233,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,20,No,Yes,Employed,Rural,College,1672898400
70,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,ca48c227-d311-4e2d-9647-68144db3e47f,no_churn,0.04067414,0,no_churn,-0.0958725427755416,-0.001996768939316,0.0048204379460185,-0.0266957167897271,0.0162468557843567,-0.243849951652183,0.0425363192939039,0.0517852162948292,Male,28,Yes,No,Disabled,Suburban,College,1672898400
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,43f23d1f-bc58-4e99-a2e9-5f61a456e519,churn,0.3406615,1,churn,0.0728345984588986,0.0004050265961268,0.0886339709109779,0.110778395099787,0.11636298157051,0.142153280764337,0.0002317216134906,0.0152358643748357,Male,74,No,No,Unemployed,Suburban,College,1672898400
9,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,04c3e845-8df8-455c-ac0d-8735f26fecc3,no_churn,0.23582165,0,no_churn,-0.0104793158514257,-0.014630070981475,-0.0369833078049123,-0.0800638604310279,-0.139621759007423,0.0428717842694823,-0.0019630326353399,0.01184341195265,Male,47,No,No,Employed,Suburban,High School or Below,1672898400
20,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c13af3f9-34da-45e8-8909-c42cfa2b7bc0,no_churn,0.0152880745,0,no_churn,-0.144515433939159,0.0401997810615193,0.0022020085847407,-0.0498994159031917,0.0217223509221548,0.0568053309676133,-0.054961210353972,-0.0605795630335433,Female,50,Yes,Yes,Employed,Rural,High School or Below,1672898400
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,35b5497e-98f6-42fb-a8d5-7854b6752fa3,churn,0.42521486,1,churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,34,No,No,Unemployed,Urban,High School or Below,1672898400
71,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,afbd065f-c988-4207-99a3-4d110585baeb,no_churn,0.0068509015,0,no_churn,-0.0800873235105427,-0.0030326619876723,-0.0153048699021474,-0.0114201279755798,-0.0346132753980054,-0.175198272794769,0.0270074159855448,0.0236229625591568,Male,42,No,No,Employed,Suburban,Bachelor,1672898400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ef69a984-9327-4236-94da-685488e34155,churn,0.6094375,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,40,No,Yes,Retired,Suburban,Bachelor,1672898400
29,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,228a40da-4735-4df5-b3d5-f50dff66d993,no_churn,0.02579174,0,no_churn,-0.0921538466696984,-0.0088829272217117,-0.0215404888923876,-0.0938243952361153,-0.0287995877814864,0.0349225070791362,-0.034892231403146,-0.0238551814030688,Female,62,Yes,Yes,Employed,Rural,College,1672898400
4,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9db63f38-8151-4b8f-837e-788b33b48347,churn,0.16210152,1,churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Female,65,No,No,Employed,Suburban,Bachelor,1672898400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a4dbceaf-6fab-4865-956d-cc83ee62ddda,no_churn,0.5407169,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Female,49,No,Yes,Retired,Suburban,College,1672898400
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c081825a-4258-4deb-b5f4-7bf4af4956c4,churn,0.6365417,1,churn,0.0419563489242955,-0.001950171990793,0.11481332888764,0.136427081117781,0.0516569349089604,0.133383407173806,0.0665400246901572,0.0811469051197673,Female,48,No,Yes,Employed,Suburban,Bachelor,1672898400
2,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,2a5bfb53-3796-42fe-9023-05e0cc6fda6c,churn,0.66734827,1,churn,0.266096716263928,-0.0060597846184828,-0.032150475374492,0.106094776486152,-0.0294053630350208,0.116025578672115,-0.0175651596968054,-0.0256999379899934,Female,57,No,No,Medical Leave,Urban,Bachelor,1672898400
21,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,df63e9c3-99fd-4b11-96f7-dadcff734b8a,no_churn,0.12932558,0,no_churn,0.073570547749523,-0.007086855728412,0.0122274784750334,0.066394013528461,-0.0372829079705843,0.121677027424248,0.134864581674156,0.0066099716902135,Male,75,No,No,Employed,Suburban,Master,1672898400
26,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,a2048d4b-ac06-4d33-9a3e-4752c7818c66,no_churn,0.45912257,0,no_churn,-0.186851534227853,-0.007605973055688,-0.064108465461104,0.0455052871453699,-0.0648089619278471,0.0343882155683968,0.0065689348492014,0.0278863467051814,Male,70,No,No,Employed,Suburban,Bachelor,1672898400
28,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1d6402db-8a3d-47af-bc28-8451a295dad2,no_churn,0.06943426,0,no_churn,-0.117353807027666,-0.0107501571114153,-0.0322355752303974,-0.0616722679380836,0.0183070492925162,0.0366875935406551,-0.0507861006373332,-0.0478895524175641,Male,27,Yes,No,Employed,Suburban,Bachelor,1672898400
13,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,8c2dd260-fb6b-4515-9764-ed95ff220c45,no_churn,0.18679734,0,no_churn,0.117639632652827,-0.007700336635662,-0.0285019954582276,0.0188639018120375,0.156313355866023,0.124353196621832,0.129500166074122,0.13050593194359,Male,35,No,Yes,Employed,Suburban,Bachelor,1672898400
13,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,68456b5d-0ab9-4c5c-ba87-1113e26dc3f5,no_churn,0.18679734,0,no_churn,0.117639632652827,-0.007700336635662,-0.0285019954582276,0.0188639018120375,0.156313355866023,0.124353196621832,0.129500166074122,0.13050593194359,Female,58,No,Yes,Employed,Urban,Bachelor,1672898400
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2486f42c-8f78-4c1b-aebe-4284cc4a0f2b,churn,0.3762319,1,churn,-0.0495805231878876,-0.0093213903712785,-0.0175755110610225,-0.0970726227096565,-0.0379580846685712,0.046630867434078,-0.0526925228774234,-0.0395851803856203,Male,77,No,No,Employed,Suburban,Bachelor,1672898400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,30878962-8c1c-4ead-99ff-e31a185d4bb4,churn,0.51403666,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,27,Yes,No,Employed,Suburban,Bachelor,1672898400
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,25911e84-a79d-432c-b006-5ad07268fc33,churn,0.5512953,1,churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,57,No,No,Employed,Rural,Bachelor,1672898400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f29f93dc-4755-481a-88bf-1e456d459b16,churn,0.6879144,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,59,No,Yes,Unemployed,Suburban,College,1672898400
70,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,8be02037-7cac-47e1-af22-38cf19e0c173,churn,0.13805729,0,no_churn,-0.198117114387169,-0.0066997039658963,0.0120646872762836,0.0424140772871578,-0.0652165101198716,0.0051890082264617,0.0119693519549127,0.0393700507360517,Male,74,No,No,Employed,Suburban,College,1672898400
6,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,88685b59-e772-426a-9020-1e18738bb596,no_churn,0.27042025,0,no_churn,-0.0279181993105703,0.0206651146976128,0.0164484083362594,-0.0555282427211932,0.0372477154014086,0.0935320320588607,-0.036806487441604,-0.0220474414997897,Male,25,No,Yes,Employed,Suburban,Bachelor,1672898400
2,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,1a5d587d-467c-4927-b828-bb9d87cc25ad,no_churn,0.4227811,0,no_churn,0.218511969193905,-0.0071118077004757,-0.0150823579761663,-0.0145665379546835,0.0934249369895496,0.135640696840082,0.0612422609037093,0.105581356310304,Female,26,No,Yes,Disabled,Urban,College,1672898400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d25c06b6-ea5f-4bd8-89cd-1c8f1106eb12,churn,0.74472594,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,71,Yes,Yes,Unemployed,Suburban,College,1672898400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f1242d5-5ee9-415c-8494-c68d0ae01d0e,no_churn,0.67202294,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,56,No,No,Medical Leave,Urban,Master,1672898400
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,66bbeb58-f02f-42eb-b708-72b4669d40da,no_churn,0.4720484,0,no_churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,35,No,Yes,Employed,Rural,Bachelor,1672898400
71,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6e802e09-a773-42d2-8caa-59393525d417,no_churn,0.004495225,0,no_churn,-0.0571057582113007,-0.00368569897415,0.0016734813954462,-0.0290940157308068,0.0021204870766814,0.056373049927788,-0.01651269171286,-0.0127950062667878,Male,61,No,No,Employed,Suburban,Bachelor,1672898400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f18aede6-82e4-465e-90d5-92667e3fa28a,no_churn,0.5940826,0,no_churn,0.0710626581738779,-0.0024480891843268,0.0753837550352091,0.0440574254738749,0.0497886399729941,0.142973975598543,0.11807181540039,0.0829924096695322,Male,74,No,Yes,Disabled,Suburban,Bachelor,1672898400
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6e1447f9-c32d-4e32-849f-62d88d20f587,no_churn,0.07421712,0,no_churn,0.0388624520388611,-0.0017016445719309,0.142707523978606,0.131208334491057,0.0999981675719664,0.132957771469569,0.0228461054062972,0.02653164923051,Female,58,No,Yes,Employed,Urban,Doctor,1672898400
66,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,5824c13c-77f6-4eb4-b9a5-aae0fb5a728d,no_churn,0.12405669,0,no_churn,-0.106666554326775,-0.0031142367511711,0.0283672173201739,0.0129386603261446,-0.0945540502911444,0.0532553327074765,-0.0001977363463447,0.0109452151682671,Male,37,No,No,Employed,Urban,Bachelor,1672898400
42,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ec2dc0fd-0d20-4852-8c3c-cb41fd4c2e05,no_churn,0.52151614,0,no_churn,0.0273155452860282,-0.0006459741052822,0.0928414587321003,0.0285324438645329,0.109344348336963,0.132555657544763,0.153134950058084,0.0578954327444626,Male,38,No,No,Employed,Urban,High School or Below,1672898400
11,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e23683b5-317d-45ab-b3c9-c4e2ca3325ab,churn,0.1287668,1,churn,0.155522155965145,0.0050326409837907,0.0211459295103577,0.0293984551036737,0.148618550523479,0.140765559208348,-0.0325677279714818,-0.0152750410152839,Male,57,No,No,Unemployed,Suburban,High School or Below,1672898400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e1c58f9c-1b06-439e-9c84-baf3081a9f47,churn,0.6202666,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,50,No,Yes,Employed,Suburban,Master,1672898400
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4618520c-786e-4f0c-8cc5-10b9021b3f49,churn,0.84119266,1,churn,0.0953162487865392,-0.0035150100949613,0.100055034748893,-0.0108654946015212,0.153904763352157,0.138239987011657,0.104684411203471,0.118820586167872,Male,72,No,No,Employed,Suburban,High School or Below,1672898400
49,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,06270838-d6f6-4a05-b497-ebaf18502a53,no_churn,0.38059592,0,no_churn,-0.114684870378051,-0.0051030376303606,0.0084030925899151,-0.11795326475989,0.0546109053634063,0.052392699125321,0.0318075577896161,0.0848341015460209,Male,40,No,No,Employed,Rural,College,1672898400
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,20c32055-b04c-47d1-96da-704da0de1eed,no_churn,0.009577353,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Male,60,No,Yes,Unemployed,Rural,College,1672898400
8,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8eef816e-6dc9-4140-af41-9f890d4dedd8,churn,0.5884273,1,churn,0.153205648657163,0.134409182422578,0.073847244880676,0.003603249802818,0.0972289042167176,0.149339366411955,-0.0153569973602679,-0.0253027440077858,Female,31,No,No,Unemployed,Suburban,College,1672898400
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2be86f8f-1b3c-48ae-8aea-64c975c454dc,churn,0.6094375,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,33,No,Yes,Employed,Suburban,Master,1672898400
40,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c588cd66-0a60-49ce-bd48-3228adc80b8a,no_churn,0.012736125,0,no_churn,-0.10410368775033,-0.0210871119605508,-0.0729490786514088,-0.0578777272643219,0.0050819841652173,0.0475902919242889,-0.026279893895753,-0.0274009260278216,Male,44,No,No,Disabled,Urban,Bachelor,1672898400
13,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,219a295c-7527-4b40-a375-440ec621b806,churn,0.51824623,1,churn,-0.0964406574604709,0.0334257704581796,-0.0013711667089364,-0.0917813912655401,-0.0555720403531995,0.0627977028457417,-0.0550319933087803,-0.0650523746757608,Female,55,No,Yes,Unemployed,Suburban,College,1672898400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,dd1df4c3-68db-41ec-8e87-9944d0324727,churn,0.62429214,1,churn,-0.0490929088305892,-0.003603456713663,0.0644740732423542,0.0699868120628707,0.0164710423789802,0.100792520366886,-0.0206946085539311,0.046632441197089,Female,58,No,Yes,Employed,Suburban,High School or Below,1672898400
71,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,0e8d9158-dfb4-41ec-9eee-a46d13fb37ac,no_churn,0.0068509015,0,no_churn,-0.10836203285523,-0.0010724786311402,-0.0072176836926337,0.0090424229030577,-0.0375436648994218,0.0703370208226988,0.0814423929303939,0.0376812080529634,Female,36,No,Yes,Employed,Suburban,College,1672898400
6,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,184461fe-ef99-430a-a210-74b2eb10cdbd,churn,0.75013286,1,churn,0.120208450977216,-0.0017941840331332,0.114868799673518,0.0108846767359159,0.0736620815750302,0.136348524325595,0.121074662862088,0.133220839701503,Male,43,No,Yes,Disabled,Suburban,Bachelor,1672898400
53,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fdaf9242-75fd-4014-9a25-1d3663953308,no_churn,0.05543285,0,no_churn,-0.0812392551822904,-0.0063142387496554,0.0185912347783778,-0.0206993276553839,-0.132133166501544,0.0308014116512549,-0.0181024616811555,-0.0165970149598615,Male,60,No,Yes,Employed,Suburban,High School or Below,1672898400
71,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,9e1569d5-f9c9-40c1-b122-23ad32dc1bf7,no_churn,0.0068509015,0,no_churn,-0.10836203285523,-0.0010724786311402,-0.0072176836926337,0.0090424229030577,-0.0375436648994218,0.0703370208226988,0.0814423929303939,0.0376812080529634,Male,64,No,Yes,Employed,Suburban,College,1672898400
8,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,7035c881-a1c6-4ca2-a2a0-85a21a8ca942,no_churn,0.73291415,0,no_churn,0.145752244288001,-0.0022370019746267,0.017900008130523,-0.0222656776006397,0.109668474727741,0.14939499354582,0.166963226460016,0.132464253655044,Male,64,No,No,Employed,Urban,Master,1672898400
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f94d9f95-4f0a-4896-b098-c1383d913fab,no_churn,0.30451798,0,no_churn,0.30628236253594,0.128325248379788,0.0528269362293031,0.0465828247534045,0.0714544340281645,0.151404328398203,-0.0175479281771822,-0.0083543445362192,Male,45,No,Yes,Employed,Urban,Bachelor,1672898400
56,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,de20df80-8ab1-48ef-b720-091d4e60bcc4,no_churn,0.031138025,0,no_churn,0.0042659490156984,-0.0036636805080888,-0.0134771684561656,-0.022542248244772,0.0230324029804978,-0.169745122479108,-0.0319909721700605,-0.0549053128180457,Female,41,Yes,No,Disabled,Urban,High School or Below,1672898400
25,No,No phone service,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,77b68405-4cf9-40ca-86f1-85169b7df537,no_churn,0.06915902,0,no_churn,0.0131395715365306,0.0910431102675283,0.0278907166292265,-0.121325711303134,0.0209191412312247,0.0749751121517329,-0.0356385221204254,-0.0436962326774482,Male,50,Yes,Yes,Employed,Suburban,High School or Below,1672898400
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,55f40b7c-73af-4bd6-8ee5-59123f629457,churn,0.6879144,1,churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Female,67,No,No,Employed,Rural,College,1672898400
47,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f44d6498-321b-472d-9c37-3fe218f0aa48,churn,0.45561868,1,churn,-0.121317505868174,-0.0042286779581991,-0.0578273769502266,-0.0945523847028926,0.0816938009096338,0.0682264950918761,0.0421715569459229,0.0818079406209653,Male,44,Yes,Yes,Disabled,Suburban,Master,1672898400
70,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,6ecf7737-0cb9-4772-9487-2c8922f86e8f,no_churn,0.2513981,0,no_churn,-0.0514847782521519,-0.0015068070202823,0.107304757788656,0.0364404121870984,0.0602797265599838,0.126623026637167,0.129273769654064,0.118805655613596,Female,23,Yes,No,Employed,Suburban,College,1672898400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,46432a89-24a9-406a-bcfd-bfdaba7e2f3e,no_churn,0.64135456,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,77,Yes,No,Employed,Urban,College,1672898400
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,1d4f9c16-a3e6-440e-b4d3-24567bd75523,no_churn,0.019220114,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Male,64,No,Yes,Employed,Rural,Master,1672898400
47,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,41c3f9b5-0af4-4963-a5c1-2efc29b87ebb,no_churn,0.21040812,0,no_churn,-0.0713018057043109,-0.0043208103005144,0.0475145928680558,0.101255388307745,-0.158131892171982,0.0605341391000865,-0.020329775452883,-0.0107588050295726,Female,57,No,Yes,Employed,Suburban,College,1672898400
50,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,61efeb82-1134-4420-b469-5a6bab95dab1,no_churn,0.22144324,0,no_churn,-0.0530434459038406,-0.0046366868528275,0.0887648075847027,0.0982410083039485,-0.0737260862579387,0.0525543633045708,0.118485832757069,0.048834064462826,Female,66,No,Yes,Unemployed,Urban,Bachelor,1672898400
29,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,00f8b3aa-907e-43fe-9b5c-e6239e3e74ee,no_churn,0.02579174,0,no_churn,-0.0597067392723693,-0.0044944050712001,-0.0177956081321553,-0.041808878912052,-0.0237621022360326,-0.0783827614672009,-0.0198741564058582,-0.0232015016472087,Male,78,Yes,No,Unemployed,Suburban,College,1672898400
11,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cfa51457-6c5f-400f-9686-506a5e9a4e1c,churn,0.1287668,1,churn,0.155522155965145,0.0050326409837907,0.0211459295103577,0.0293984551036737,0.148618550523479,0.140765559208348,-0.0325677279714818,-0.0152750410152839,Female,75,Yes,No,Employed,Suburban,High School or Below,1672898400
33,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,17482f75-dcc1-4331-af65-a8876fca5138,no_churn,0.020842602,0,no_churn,-0.115783634749059,-0.0046070134203,0.0374821190081274,-0.105427677101588,0.0455229328196037,0.0191662238253047,-0.039003415524221,-0.0497090192631003,Male,40,No,No,Employed,Suburban,Doctor,1672898400
20,No,No phone service,High Speed,Phone_Support,Two year,0hrs,Disabled,3eb4e99b-3a6d-46de-ba7e-5b0680eb4d71,no_churn,0.0152880745,0,no_churn,-0.0498794496910522,0.0175954805617129,-0.0040546148009343,-0.0289181776374698,0.0147545689240905,-0.13445706517994,-0.0367614854941621,-0.037305410082863,Male,46,No,No,Employed,Urban,High School or Below,1672898400
30,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d3274d56-fb82-498c-9c27-72156dd0c66d,churn,0.41368246,1,churn,-0.168997263379024,-0.0037590187198475,-0.0457916639610539,-0.0807896463812448,0.0326588870531304,0.044025316574116,-0.0351028350090928,0.0598967354879096,Female,48,No,No,Unemployed,Urban,Bachelor,1672898400
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,<50hrs,Active,0399bdc5-3f42-4f98-8771-8b464c30ec76,churn,0.3294656,1,churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,66,No,Yes,Unemployed,Rural,College,1672898400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2cd06272-d77c-457a-bddd-55d7ec281540,churn,0.74472594,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,21,No,No,Medical Leave,Suburban,High School or Below,1672898400
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,fe6751b9-a745-4d4d-943d-93ce5b41c45d,no_churn,0.56902915,0,no_churn,-0.0532038682571601,-0.0040252988411157,-0.118680291917481,-0.0046677128345254,-0.0526591346674194,0.0586219068574337,-0.0677349623005102,-0.0066767902036554,Male,46,Yes,No,Employed,Suburban,Bachelor,1672898400
6,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,42489a8b-c223-41b8-a831-b7f8a91f9cc7,churn,0.75013286,1,churn,0.120208450977216,-0.0017941840331332,0.114868799673518,0.0108846767359159,0.0736620815750302,0.136348524325595,0.121074662862088,0.133220839701503,Male,50,No,No,Unemployed,Rural,Master,1672898400
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c3c6d461-b619-4a2a-8770-c3b9b45f1265,no_churn,0.19012639,0,no_churn,-0.288451467467512,-0.0039072399919086,0.0147909504390145,-0.0139344971830405,-0.0001021232590665,-0.0069044048290334,0.0223998402118377,0.0295827904851648,Male,79,No,No,Unemployed,Suburban,College,1672898400
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3a761343-6bb7-4ba7-abcc-775d76c270d7,churn,0.6365417,1,churn,0.0419563489242955,-0.001950171990793,0.11481332888764,0.136427081117781,0.0516569349089604,0.133383407173806,0.0665400246901572,0.0811469051197673,Male,62,Yes,Yes,Employed,Urban,College,1672898400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,339f159b-76d0-4e98-8946-6e284a373d60,no_churn,0.5407169,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Female,44,Yes,No,Employed,Rural,High School or Below,1672898400
22,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c3d667f3-b3a0-41eb-846e-3417bfa80e5d,no_churn,0.13763852,0,no_churn,-0.0245194260685821,-0.0018569098492116,0.0762612269482724,0.0129467873501835,0.0673731239944572,0.0848546369031282,-0.03605473467318,-0.0234853991782711,Female,20,No,Yes,Disabled,Suburban,Bachelor,1672898400
59,No,No phone service,Medium Speed,In_Store_Support,Two year,<50hrs,Active,f4aebf66-da7e-4180-add6-8f01ea77559a,no_churn,0.055307675,0,no_churn,-0.0701144439097379,0.0012259649829138,-0.0060326371364226,-0.0339335001045083,-0.0637323517084951,-0.132708841902931,0.0215388736751992,0.0147307843871703,Female,57,Yes,Yes,Retired,Suburban,College,1672898400
29,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0445815-ad59-48a1-b78a-f9b4653a73da,no_churn,0.5407169,0,no_churn,-0.0625915054822098,-0.0079665187349201,-0.0119904467772448,0.129920101310181,0.0554558488543716,0.0967346612210121,-0.0367311984627849,-0.0209012642084326,Male,53,No,No,Employed,Rural,High School or Below,1672898400
68,Yes,No,High Speed,In_Store_Support,Two year,<50hrs,Active,3fca6932-d81c-476c-9bbc-7d30e77bd201,no_churn,0.028028661,0,no_churn,-0.0661177363792921,-0.002894963928702,-0.0182050216829975,-0.0189112486676094,-0.0403404191760273,-0.171929807646266,0.0248445100146909,0.0245285347743174,Male,50,No,No,Unemployed,Suburban,Bachelor,1672898400
19,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,17ebc358-6a91-424b-b993-bdbd6980b49e,churn,0.39180088,1,churn,0.09532627950819,-0.0024544357753438,-0.0121124333830812,0.167077532900239,0.102879855332903,0.117252453488709,-0.0062766278571689,-0.0264767795752595,Female,40,Yes,Yes,Unemployed,Suburban,College,1672898400
61,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c99ed698-ee6a-48f1-8976-0e117654cc40,no_churn,0.0055726063,0,no_churn,-0.0359196460862858,-0.0034560489030991,0.0071547436068613,-0.0355762044110451,0.0128183445238573,0.0578547589052686,-0.0184821718334114,-0.0034199287643423,Male,36,No,No,Employed,Rural,High School or Below,1672898400
49,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b59b6c90-678e-438b-80c4-1ef7a6dbebb0,no_churn,0.38059592,0,no_churn,-0.114684870378051,-0.0051030376303606,0.0084030925899151,-0.11795326475989,0.0546109053634063,0.052392699125321,0.0318075577896161,0.0848341015460209,Female,54,No,No,Employed,Suburban,Master,1672898400
23,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6721039a-11f8-443d-ac90-e667ed121a9a,no_churn,0.10832604,0,no_churn,-0.0660166502413812,-0.0095205635063757,0.0418463233117654,-0.127502230356858,0.0234140049754387,0.0588801883439555,-0.0418460525247428,-0.0682811730758294,Female,61,Yes,Yes,Employed,Suburban,Bachelor,1672898400
67,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b5c3e409-4ff4-41fb-a932-4fa404ce7356,no_churn,0.0740163,0,no_churn,-0.110193971926756,-0.0041622375709812,-0.0315873614729389,-0.0162152027100455,-0.0196657908387896,0.0454971265973472,-0.0132671319575092,-0.0144315811689375,Female,39,No,Yes,Unemployed,Suburban,College,1672898400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4785cdb1-6a02-4987-8d69-b7620bbb344c,churn,0.66832554,1,churn,0.144830386683298,-0.0040514498605352,0.115108480650651,0.0215906953494868,0.119262710945086,0.145603476665683,0.0992276846251024,0.0744018757234334,Male,33,No,No,Employed,Suburban,Master,1672898400
11,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,c0bcf40d-01de-4ee8-ae78-86ed3478fa62,no_churn,0.48725763,0,no_churn,0.0148809758510287,-0.0055390567170434,0.0520774856268508,-0.0823506086165252,-0.104398479822576,0.0746732403804344,0.0632367387556951,0.0499768896648674,Male,74,No,No,Unemployed,Rural,Bachelor,1672898400
48,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,4369f358-eb36-4bfa-8992-68021225c006,no_churn,0.2248497,0,no_churn,-0.200334195883961,-0.00258915637889,-0.0307348802728483,-0.157310232908849,0.0217469720443841,0.0303482063730734,0.0364274651742016,0.0534196674483609,Male,57,No,Yes,Medical Leave,Suburban,Bachelor,1672898400
29,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,84315f8b-7511-4a0d-b50f-a66bd61991cb,churn,0.5821383,1,churn,0.061389503302089,-0.0009954975635082,0.0217365992032864,0.057396227005147,0.163766217476768,0.132887518022653,0.113694336083936,0.132765621484541,Female,47,No,No,Unemployed,Rural,High School or Below,1672898400
70,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,7fcfaa43-1fc3-42a8-a6ba-434d78ae7209,churn,0.13805729,0,no_churn,-0.198117114387169,-0.0066997039658963,0.0120646872762836,0.0424140772871578,-0.0652165101198716,0.0051890082264617,0.0119693519549127,0.0393700507360517,Female,22,Yes,No,Medical Leave,Suburban,College,1672898400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0326dd58-2ccb-420e-b73f-2dca11441288,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,79,No,No,Employed,Suburban,High School or Below,1672898400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,57f8ce88-9018-4ae7-978b-64ad8df9c5f8,no_churn,0.64135456,0,no_churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,56,No,No,Employed,Suburban,Master,1672898400
49,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,cb0712ce-04d4-4ab7-b8aa-33e0d3301ab7,no_churn,0.037011642,0,no_churn,-0.0845593776034002,-0.0020276805411049,-0.049528510837481,-0.0149474765547165,-0.020363580168032,-0.123933902261015,-0.0094789575023423,0.0358133317405918,Male,41,Yes,No,Employed,Suburban,High School or Below,1672898400
70,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,170da211-3fc8-4594-a532-08a379a54781,no_churn,0.14983487,0,no_churn,-0.166967835288315,-0.0014779317102511,0.0194622694194549,-0.0561082262310628,0.0508904289748352,0.0642885736368043,0.0063417409677094,0.0745448281116114,Male,53,No,Yes,Employed,Urban,High School or Below,1672898400
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,596326df-4b28-471f-86e1-00d3815e5cff,no_churn,0.05286279,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Male,42,Yes,Yes,Disabled,Rural,High School or Below,1672898400
55,Yes,No,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,d9be3851-84d3-4072-b941-2ca94ce80238,no_churn,0.022502188,0,no_churn,-0.0838727202965128,-0.0035094043640856,-0.0217620395836911,0.0245971137886772,-0.027573889272644,-0.106553762835629,-0.0218527499956508,-0.0284986990035758,Female,32,No,No,Unemployed,Suburban,College,1672898400
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,cc02f12a-b67b-466b-b7f3-c7a9da50f48f,churn,0.65217,1,churn,0.271522209296863,0.124746870434128,0.0389900229016029,0.0012653549676178,-0.0415494683012138,0.168939300938382,0.077766061568891,0.0659601681229423,Female,66,No,No,Employed,Urban,Bachelor,1672898400
6,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,c6569c76-3f6d-45e7-b5e7-8bf133106a7a,churn,0.75013286,1,churn,0.120208450977216,-0.0017941840331332,0.114868799673518,0.0108846767359159,0.0736620815750302,0.136348524325595,0.121074662862088,0.133220839701503,Male,72,No,Yes,Unemployed,Urban,Bachelor,1672898400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,82a264ba-135e-492a-8023-c899470e8ac1,churn,0.66832554,1,churn,0.144830386683298,-0.0040514498605352,0.115108480650651,0.0215906953494868,0.119262710945086,0.145603476665683,0.0992276846251024,0.0744018757234334,Female,37,No,No,Employed,Urban,High School or Below,1672898400
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f8f9032-549c-4c7c-8254-7a6d25e517fd,churn,0.40571207,1,churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Male,80,Yes,Yes,Employed,Suburban,Bachelor,1672898400
5,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,df05a10b-7138-4263-b43b-35aa5945e555,no_churn,0.31267878,0,no_churn,0.166816312769961,0.191388473389161,0.0489357426269725,0.0673332066343618,0.104667458624663,0.131823459082652,-0.0059474681025676,0.0006233438420895,Male,20,No,Yes,Unemployed,Rural,College,1672898400
45,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e631d3fe-a44e-49cd-8cf5-1d533a79b802,no_churn,0.02911608,0,no_churn,-0.135975748520814,-0.0083558226686727,-0.0336105255388974,-0.0280639012706706,-0.0317194682321132,0.0286596929344887,-0.0365108673804206,-0.0234495111077012,Female,72,No,Yes,Unemployed,Suburban,College,1672898400
60,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1c4e8170-e5af-45a5-9ebd-f48dfbfd9fa5,no_churn,0.006719405,0,no_churn,-0.092649319980228,-0.0050573253402217,-0.0169138500955887,-0.0380517622931438,-0.0043795261997729,0.0409649151818848,-0.049219685934986,-0.0437195966887884,Male,62,No,No,Employed,Suburban,College,1672898400
14,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b402a29e-4b23-40ca-a57b-3a4bbe614799,no_churn,0.043986633,0,no_churn,-0.0603585450986975,-0.0152507106324628,-0.084689900987214,-0.0380086863341603,-0.0392200661266724,0.0455385447728986,-0.0284306936617849,-0.0486060926926074,Female,54,No,No,Employed,Suburban,College,1672898400
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,236fd75a-c4c6-4beb-b34c-6de921624975,no_churn,0.14586732,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Male,60,Yes,Yes,Unemployed,Rural,High School or Below,1672898400
40,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,2d15d2ef-c310-43ba-9340-a2c92a6f182f,no_churn,0.012736125,0,no_churn,-0.0538067784041959,-0.0067390376442199,-0.0194927933269536,-0.0299205770082699,0.0095984058227986,-0.107623499705114,-0.0225029556835943,-0.0385389170883172,Male,46,No,No,Employed,Urban,Bachelor,1672898400
28,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0e966b52-ab66-482c-a0cc-ecfe1c9c1fd8,no_churn,0.06943426,0,no_churn,-0.117353807027666,-0.0107501571114153,-0.0322355752303974,-0.0616722679380836,0.0183070492925162,0.0366875935406551,-0.0507861006373332,-0.0478895524175641,Female,74,No,No,Employed,Suburban,Master,1672898400
7,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f66c8988-8457-4fe2-a460-72566fa0a431,churn,0.100623086,1,churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Male,41,No,No,Employed,Rural,Bachelor,1672898400
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7ab5f05b-be3e-4bf8-a06b-27aaabaa2360,no_churn,0.12312233,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Female,23,No,No,Employed,Suburban,Bachelor,1672898400
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,474fd818-1e09-4a5b-84d1-0863113fafce,no_churn,0.05286279,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Female,56,No,Yes,Employed,Suburban,Bachelor,1672898400
11,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f373df26-b52c-43a1-8eb5-2a02a64988bb,no_churn,0.03073073,0,no_churn,-0.0160790138536867,-0.0091269464064134,-0.027990186785737,-0.17710761742459,0.0300567201788817,0.0524693428643331,-0.0545847427182889,-0.0666637083518981,Female,24,No,Yes,Employed,Rural,Master,1672898400
60,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9cbf87a7-def0-4800-bd64-02883fad1b68,no_churn,0.007112223,0,no_churn,-0.0482220649941791,-0.0028496637030366,0.0025900430524416,-0.0207108803999108,0.0198333463753624,0.0578704990484857,-0.0116225396769368,-0.0059148915671721,Female,76,No,Yes,Employed,Rural,College,1672898400
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,63519c44-5f59-4ab1-b345-3df7f33b9a3b,no_churn,0.0065298113,0,no_churn,-0.105037670865684,-0.0063458150326755,-0.0341905429302073,-0.0325990818117111,-0.0616095238014804,0.033615551359353,-0.0172032273216382,-0.0256558414165056,Male,38,No,Yes,Employed,Suburban,Master,1672898400
72,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,9cde1be0-308f-43dc-8625-3e6c4165a5db,no_churn,0.08179797,0,no_churn,-0.155010144186735,-0.040669715134436,-0.0263756015083527,-0.0417800527468443,0.0492926232780791,0.0653931591602213,0.0491982187111352,0.0609253616712339,Female,63,Yes,Yes,Employed,Suburban,High School or Below,1672984800
50,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,b1bca14c-1344-45ed-82e9-6cc0af5e4675,no_churn,0.013619184,0,no_churn,-0.0569398617662955,-0.0017630364482101,0.0063561393500094,-0.034745264715475,0.0519739616124206,-0.243109950658481,0.0371667454433645,0.0420351143114021,Female,55,Yes,Yes,Unemployed,Suburban,College,1672984800
60,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,d4ccacd2-d058-455f-8a51-6fd605f84195,no_churn,0.0163562989999999,0,no_churn,-0.0819809148832791,0.0005487157339484,-0.0061380588270094,-0.0155381264430116,-0.0611871189782277,-0.150779926066839,0.0268556165735844,0.0191936586107567,Female,35,No,Yes,Unemployed,Rural,Bachelor,1672984800
70,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,846ab109-f3b8-4701-b433-978410e194bb,no_churn,0.08798581,0,no_churn,-0.15674482595582,-0.0008393738305767,-0.0199073231567945,-0.0429445945350835,0.0305458262494721,0.0356857640671296,-0.0196462203605915,0.0531579288459215,Male,51,No,Yes,Employed,Suburban,Bachelor,1672984800
4,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,5eeb5430-5fca-4d56-80a6-b393c5b5b73e,no_churn,0.62296814,0,no_churn,0.115399868947277,0.0133427572010759,-0.0046470273700106,-0.131708847516948,-0.0551259848773906,0.0945896773194908,0.0482844052441578,-0.0091610017282255,Female,22,Yes,Yes,Employed,Rural,Bachelor,1672984800
11,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,636f3889-ebce-43ae-84e6-4b04629b4342,churn,0.33506954,1,churn,0.0456696757530335,-0.0031988398627436,-0.0242351554850847,-0.0787836567091289,0.103231116268325,0.0836129680181875,-0.0247341280545515,0.0224475864809028,Male,75,No,No,Employed,Suburban,Bachelor,1672984800
16,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,55723e4c-ca8e-4785-af21-f0bceafe7bdf,churn,0.54935473,1,churn,0.0056527734318478,-0.0059590361377286,-0.0433679499249046,0.0052725190049568,0.0375379080770562,0.08332445651331,0.0560134705777818,0.0676663733174336,Female,26,No,Yes,Employed,Suburban,Bachelor,1672984800
7,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,5a6dcd13-822b-4a5d-9da4-01d30ac0b5a8,no_churn,0.18776867,0,no_churn,-0.0274700466620652,-0.0028273791507308,-0.100454673506979,-0.023757175520036,0.0786110329065104,0.0719940993430736,-0.0690277151814234,0.0676199896279922,Male,48,No,Yes,Unemployed,Rural,High School or Below,1672984800
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,9a4abbf6-7483-4b32-9d2e-f874634f1c9c,no_churn,0.022847971,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Female,44,No,No,Employed,Suburban,High School or Below,1672984800
14,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,7f4a0f7d-c27b-4ec8-a675-292de667cdd9,churn,0.113175355,0,no_churn,0.0704801373424561,-0.009149112466257,-0.05123757911153,-0.0517337669180324,-0.125131746988118,0.0686646988683878,0.0474657798813314,0.061615439086272,Female,78,No,No,Unemployed,Suburban,Bachelor,1672984800
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,9e57c6bf-8790-4856-8fae-ebde0051f2e8,no_churn,0.26625055,0,no_churn,0.238836264512856,-0.0029721721313399,-0.0457520895644256,-0.105542295431337,0.0599293556239172,0.13986074017886,0.0870839581980362,0.0975300864525706,Female,43,No,No,Disabled,Suburban,Bachelor,1672984800
23,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,42218348-4dfa-43a5-befb-5dd51d9a8622,no_churn,0.06705074,0,no_churn,-0.0802149317848943,-0.0060506350035575,-0.0382567269072569,-0.0091297254901564,0.0407048502592988,-0.0561408750118471,0.0030890195216943,0.0494728735597436,Male,52,No,No,Retired,Suburban,College,1672984800
66,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,28b70591-bb9a-4c05-bbbe-79766c8e2225,no_churn,0.02424028,0,no_churn,-0.0734041378897382,-0.00018528969209,-0.002758590334306,0.0167623743733929,0.0099836712250362,-0.1722780178008,0.0508417093716161,0.062012130498515,Male,23,No,Yes,Employed,Suburban,High School or Below,1672984800
24,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,178d2a08-c1f8-47bf-87b4-ec345e2a58b1,no_churn,0.10421021,0,no_churn,-0.146644514105205,-0.0066446227051346,-0.0292662837213583,-0.0892547294309861,0.0610964625543601,0.0453722011783065,0.0305285788188803,0.0572261515829632,Female,56,No,No,Unemployed,Suburban,Bachelor,1672984800
64,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,4fb8a922-77c6-48d2-9afa-10e32739c935,no_churn,0.07298855,0,no_churn,-0.194158703186549,-0.0139269303178662,-0.0300770419707259,-0.0149597608447402,-0.0854483609686758,0.0323686110325979,0.0265026565222524,0.0206733773808718,Male,68,No,Yes,Employed,Suburban,High School or Below,1672984800
72,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,a4c738fe-01f3-49a1-b91f-3ad0a490eb36,no_churn,0.0039351772999999,0,no_churn,-0.144831751840738,-0.0025967076287543,-0.0095061399795667,0.0045229806154475,0.0428128860784545,-0.193110617670009,0.0430178185718978,0.0506653811296564,Male,47,No,No,Employed,Suburban,Bachelor,1672984800
43,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,804f10cb-7d0f-42e8-bff9-516dffa6a77e,no_churn,0.09701782,0,no_churn,-0.1262234601776,0.0116428417395104,-0.0149902033737976,-0.019332189131494,0.0397988960679413,0.0823482921238246,0.0261699377500372,0.0565597340465774,Male,78,No,No,Unemployed,Suburban,High School or Below,1672984800
65,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,5b9dc21d-a5a3-439c-a235-9c03084e573e,no_churn,0.014107736,0,no_churn,-0.128552013951085,-0.0460616397498324,-0.0479247306459228,-0.034451070083337,0.0513560415059055,0.057210356042724,0.0538894135379814,0.0595074931218368,Male,42,No,Yes,Unemployed,Suburban,Bachelor,1672984800
26,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,9f00858b-8df3-4b3c-8609-cfe1c5b9c258,no_churn,0.08858834,0,no_churn,-0.151888320513444,-0.005544248645001,-0.111576824631302,-0.0491229071543966,0.0833132131061211,0.0302512169704459,0.0226539049373059,0.0645544818741837,Male,42,Yes,No,Employed,Rural,Bachelor,1672984800
2,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,1d3dc0e1-985b-45c7-ab4a-45acc56468c4,churn,0.55862325,1,churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Female,75,No,No,Medical Leave,Suburban,College,1672984800
62,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,d39f2c07-44ac-40fa-9e98-08b533e0dc27,no_churn,0.014566055,0,no_churn,-0.07702494333922,-0.0031739559811103,-0.0027645828221375,-0.0060725704118067,-0.0539158896299704,-0.111007509906103,0.0130943575556011,0.0218389420238054,Male,43,Yes,Yes,Unemployed,Suburban,College,1672984800
72,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,1865994e-ebab-47ef-b873-ca608bc6bed8,no_churn,0.008049253,0,no_churn,-0.253515931563786,-0.0032537307513803,-0.0344210410351502,-0.0428630769098981,0.0304189869269384,0.0557466619000797,-0.0524265078643065,0.0712884839808975,Male,73,No,Yes,Unemployed,Suburban,Master,1672984800
64,Yes,No,Low Speed,In_Store_Support,Two year,<50hrs,Active,32705a3e-9805-439e-a348-319ceb31430e,no_churn,0.014521318,0,no_churn,-0.0710403491955366,-0.0026688750717585,-0.0099555335092372,-0.0210859853139572,-0.0402819827125676,-0.131884852294024,-0.0046770683318027,0.0150684936508787,Female,68,No,No,Employed,Suburban,Bachelor,1672984800
61,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,4972acc4-66b9-4710-b20b-25a67d890b3e,no_churn,0.0310914929999999,0,no_churn,-0.122883641060653,-0.0281290453891779,0.0029714890151808,0.0074526445788251,0.0702404393577307,0.074089024592522,0.0677650441532205,0.0794678944590396,Female,29,No,Yes,Employed,Suburban,College,1672984800
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4ce38447-32ea-4893-96d7-d86842ab3206,churn,0.31984523,1,churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,75,No,Yes,Employed,Suburban,High School or Below,1672984800
34,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a5564574-85bc-40cd-ac73-c057da94e9da,no_churn,0.08011487,0,no_churn,-0.0830544133567673,-0.0064576451723587,-0.0101011566202396,-0.0709073698051543,-0.0372992577285731,0.0423091456833844,-0.0253184526155928,-0.018197001614917,Male,50,No,Yes,Retired,Suburban,College,1672984800
39,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,113eae70-4d4e-4f73-96fc-1d7d70ae1ad6,no_churn,0.043392453,0,no_churn,-0.0174093971476213,0.0694167541689785,0.035188222120978,-0.0713149247728142,0.0198677717729879,-0.103885062808931,-0.0097949479179442,-0.0110945645949323,Female,71,Yes,No,Employed,Rural,College,1672984800
26,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,eb724bb5-12f2-43d0-8b24-cbcbffebfb1c,churn,0.16314627,1,churn,-0.0895778521770898,-0.0081521498960137,0.0225206830328534,-0.0709078874077931,0.0109795482190384,0.0523782115072936,-0.0562458148014502,-0.0800208928198299,Male,50,No,No,Retired,Suburban,Master,1672984800
65,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,d697a4e5-426b-4229-97c7-fd1cd1b11838,no_churn,0.02594787,0,no_churn,-0.0371199958983743,-0.0016299672029344,-0.0053556886189744,-0.0151535917687397,-0.0121933984305997,-0.127290991703867,-0.0155557633366515,-0.0547267550564811,Female,74,No,No,Employed,Suburban,Bachelor,1672984800
24,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,202117ba-c458-4209-b06e-1db4ba84310b,no_churn,0.07252895,0,no_churn,-0.126032628337416,-0.0160193144711411,-0.0277805799768793,-0.0122021607425267,-0.0722321858575378,0.038195388220256,-0.0257658546339916,-0.0271888151566418,Female,51,Yes,No,Employed,Suburban,Bachelor,1672984800
64,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e8090973-105b-4780-a332-1f49536eb52d,no_churn,0.015982278,0,no_churn,-0.103437442064078,-0.004031329860627,-0.0432011524136032,-0.0076838141762891,0.0043890072079648,0.0471421714121515,-0.0319293886778905,-0.050274202004366,Female,66,No,No,Employed,Suburban,Bachelor,1672984800
54,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,ac817db6-2ad7-49d4-a086-d04a67cc6bee,no_churn,0.023075147,0,no_churn,-0.0632140179391899,-0.0038953384286833,0.0055150515143941,-0.0431335233943354,-0.0269866124518557,-0.104540879554279,-0.0156235197093883,-0.0171473129132027,Male,51,No,No,Unemployed,Rural,High School or Below,1672984800
71,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9a429ca6-fef3-4a1f-b930-f1b2333a7572,no_churn,0.009995511,0,no_churn,-0.134374680873616,-0.0020581623533507,-0.0013665360989944,-0.0158005591500204,-0.0883912791912462,0.0558164151263736,-0.0239220183936322,-0.0189293301779343,Male,58,No,No,Unemployed,Suburban,Bachelor,1672984800
72,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,f2a9ce94-d2f7-416b-9252-70962eb68b67,no_churn,0.0047545275,0,no_churn,-0.106289492960677,-0.004076397622648,-0.0106384632665867,-0.0283073919576781,-0.0105079665088669,0.0482807456631417,-0.0353939574647665,-0.0520932271512265,Female,35,No,Yes,Employed,Urban,Bachelor,1672984800
28,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f199d1cb-401f-4988-8660-743f3d3f46f1,no_churn,0.07653156,0,no_churn,-0.117353807027666,-0.0107501571114153,-0.0322355752303974,-0.0616722679380836,0.0183070492925162,0.0366875935406551,-0.0507861006373332,-0.0478895524175641,Male,49,No,Yes,Employed,Suburban,Bachelor,1672984800
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,73e483e1-bac9-46f5-97d2-f7449f419284,no_churn,0.0630312859999999,0,no_churn,-0.0521925794888557,-0.0099281934980717,-0.0222958712387116,-0.108020845381943,0.0169476634673083,0.0470759123501557,-0.0659991354084195,-0.0746131042189517,Male,28,No,Yes,Employed,Suburban,College,1672984800
69,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2b19954d-534c-4362-b12c-72e161bdbf60,no_churn,0.012664765,0,no_churn,-0.0396616708114197,-0.0032873243857238,-0.0887963857707154,-0.0131000447046335,-0.0163940602680986,0.0508221552334725,-0.0127971025552506,-0.0358117173186747,Female,20,No,Yes,Employed,Rural,College,1672984800
52,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,da4c44e8-cc65-4e90-b57b-053fadb4bc3c,no_churn,0.01805594,0,no_churn,-0.0716382778898196,0.023808867741809,0.0085994414704327,-0.0222821905927548,-0.0197039642690742,-0.161279038054963,-0.0139170380130781,-0.0126139540757594,Female,55,No,No,Unemployed,Rural,Bachelor,1672984800
5,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,1dc52f3f-ef8d-491e-88f6-508c81e0d327,churn,0.37993395,1,churn,0.111536597842542,-0.0041730244079917,0.0061761819504499,-0.156543271167075,0.0564687800163847,0.0978973012203278,-0.0564420405805867,-0.0577129094225983,Male,58,No,No,Employed,Urban,Bachelor,1672984800
25,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,e3d23fec-22c6-43b3-8090-d6a1c2e00bc9,churn,0.4539668,0,no_churn,-0.127166433188304,-0.0088642010445255,-0.136642949554662,-0.051296025280244,0.0769239689024107,0.025657895281547,0.0262388149692378,0.0544561108739981,Female,60,Yes,Yes,Employed,Suburban,College,1672984800
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,fe33b02a-81e7-44a2-90c6-f27fd85bca02,churn,0.6739718,1,churn,0.106346295207391,0.0027955243927863,-0.029307770999726,0.0766395988930025,-0.0395587757435396,0.124077407020386,0.193027999674141,0.0869535788385383,Female,32,No,No,Retired,Rural,Bachelor,1672984800
13,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,d7234faf-9af8-41a6-bbc5-aeb15221178d,no_churn,0.5915014,1,churn,0.0969510382646512,-0.0057754410961933,-0.0480384642926583,0.027911969442448,0.135885160554262,0.126606815132327,0.148007074359939,0.133870144200882,Male,79,No,No,Employed,Urban,High School or Below,1672984800
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,981ee24d-5913-4e49-92a6-7d1dbd79be88,no_churn,0.5547945,0,no_churn,0.277123314047976,-0.006112587392854,-0.008185045277205,0.0131259188578042,0.0450976785615239,0.129078700645532,0.152085305882465,0.0454272402416609,Female,71,No,No,Employed,Suburban,College,1672984800
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,5e14e741-bca0-495c-b242-2147d5e45a1a,no_churn,0.12464742,0,no_churn,-0.094872013016884,-0.0011338401641114,0.0326081842725943,-0.0119389153290012,-0.0549169366400565,0.0764659953506816,0.0471381911615571,0.0476231854027355,Female,34,No,No,Employed,Urban,High School or Below,1672984800
57,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,c4800a0d-0356-4011-a026-1f1ea5849dcd,no_churn,0.18736602,0,no_churn,0.0805938114722084,-0.0008346008509215,0.0908014110359545,0.0729735537047963,0.113703900139135,-0.116100846733998,0.161736795378747,0.0856236463822278,Female,25,Yes,No,Unemployed,Rural,Master,1672984800
50,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,59d62a0a-9b71-476c-98d6-59f000e69652,churn,0.2694193,1,churn,-0.0769255138554581,-0.0110085931988942,0.045064123384036,-0.0131671009589081,-0.100081795381811,0.0781440519714669,0.0362194099345288,0.0627292668739028,Female,23,Yes,Yes,Disabled,Suburban,College,1672984800
5,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,b6962972-421a-4886-b76e-09d3bb6e773e,churn,0.7069816,1,churn,0.0253195575526751,-0.0049193832704622,-0.109337647639636,-0.0374248558484532,0.023520840996407,0.0670306708999987,-0.100422718608988,0.0483740449431024,Female,55,No,No,Disabled,Urban,Bachelor,1672984800
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,f7436d4d-b6ec-43af-800b-e6be9d24a209,no_churn,0.07935164,0,no_churn,-0.106483233105232,-0.0024400761447122,0.0186573176417141,0.0518575607984621,-0.0137966242944276,-0.160468239825218,-0.0335831648200746,-0.022769692259053,Female,22,Yes,Yes,Unemployed,Suburban,High School or Below,1672984800
45,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,c56d1e3b-9cb4-49db-b78c-61b693e261c8,no_churn,0.14629143,0,no_churn,-0.190763425151245,-0.0044461680174208,0.0491932873454698,0.0314267599358208,0.0346460786396892,0.0762114950150316,0.0440372986819511,0.0155494818123406,Female,28,No,Yes,Employed,Suburban,Bachelor,1672984800
26,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,93f8c20b-6cb4-45de-af64-3b1dc949ee4b,no_churn,0.18085453,0,no_churn,-0.158905103841562,-0.0046610966229127,-0.086960154300641,0.0279729989565385,-0.132033938428631,0.0501706067455961,0.0730234847771862,0.0423670504399342,Female,58,No,Yes,Employed,Urban,Bachelor,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,0532cd0d-1897-4d01-9620-7d5d0500a869,churn,0.36622515,1,churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Female,78,No,Yes,Medical Leave,Suburban,Bachelor,1672984800
10,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,0a6e1b22-6a7f-46f9-9b3d-69c198278ce8,churn,0.7093965,1,churn,0.183834205776247,-0.0051227735754218,-0.0360826402709972,0.0496784351343922,0.105138757435043,0.157698562156966,0.165474661444323,0.0553546470154378,Male,33,No,No,Employed,Rural,College,1672984800
69,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,65ae6faa-572b-420f-80af-05b168dc7baa,churn,0.2938676,1,churn,-0.0501904403494063,-0.0018768356239479,0.105864143997883,0.0189351732662044,0.0655691007099267,0.124952469478417,0.0748762620712841,0.0751574762091877,Male,20,No,No,Employed,Suburban,High School or Below,1672984800
54,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,8668a932-698d-4669-80f9-a0bcfba5e39b,no_churn,0.12094093,0,no_churn,-0.0669339860289073,-0.0022109027772057,0.0167470557885098,0.0627406340258858,-0.0947062588575318,-0.198536681217302,0.0289135515157431,0.0449604360060402,Female,52,No,No,Unemployed,Suburban,College,1672984800
57,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,860524ef-2c8e-42af-9f82-e374a2f43508,no_churn,0.08326225,0,no_churn,-0.0129410272442692,-0.000861498977938,0.0214511353608941,-0.0082832662175769,0.0727145815122639,-0.0640242529175156,0.0186498183991352,0.0642683609023697,Female,24,No,No,Employed,Suburban,Bachelor,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,7db55f3c-f98f-466c-a6a4-78cdcdba4674,no_churn,0.03506168,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,41,No,No,Unemployed,Rural,Bachelor,1672984800
68,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,05ed56dd-da4a-4661-9202-720104e6ab25,churn,0.3742131,1,churn,-0.0995592196558936,-0.0020878603647179,0.0196285542393979,0.0148338975779643,-0.0088760405219545,-0.101742962311455,-0.042362377799036,0.0311398572895268,Female,48,No,No,Employed,Suburban,High School or Below,1672984800
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,26157c7a-6fd4-4f79-b3ec-601ab73c0915,no_churn,0.119524226,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Female,41,No,No,Employed,Urban,High School or Below,1672984800
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,d36866dd-19f3-466c-aab8-34d74d5e05fc,no_churn,0.11120083,0,no_churn,-0.155883059756798,-0.0039615999401576,-0.129602265547928,-0.0874501485516884,0.044128167990475,0.0330230372495679,0.0135136938894538,0.0372060232000149,Female,55,No,No,Employed,Rural,High School or Below,1672984800
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,8f209bd9-a236-4e54-bcff-ada8feeeea48,no_churn,0.497527,0,no_churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Male,30,No,Yes,Disabled,Suburban,Master,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,95c6d0d0-0a0b-4972-95f6-2ab8db4fe5b2,no_churn,0.012203056,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Female,51,Yes,Yes,Disabled,Suburban,College,1672984800
51,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,510ef061-5a6a-4121-b331-961c2ccd32f8,no_churn,0.3345019,0,no_churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Male,45,No,No,Retired,Urban,High School or Below,1672984800
5,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,20aaed8e-bcc9-4fa7-add7-0f9ed407e6c9,no_churn,0.70365673,0,no_churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,62,No,Yes,Employed,Suburban,College,1672984800
33,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,fa74a4e9-f477-4133-b6c9-5b81197bfc84,no_churn,0.1766677,0,no_churn,-0.100714678025856,-0.0047511896193191,-0.0738910594319804,0.0826469917193026,-0.132642338162555,0.0480510560600077,-0.0161031916242609,-0.010895549838633,Female,77,Yes,Yes,Medical Leave,Suburban,Master,1672984800
16,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,58605ea8-2636-4e0b-b7ea-f3d867d80d72,no_churn,0.12986745,0,no_churn,-0.0059281882460027,-0.0032138894585477,0.0162235887886799,0.0151699677754822,-0.0064298127449228,-0.185535084213352,-0.0292313040893805,-0.0608173593434639,Male,24,No,Yes,Employed,Suburban,College,1672984800
26,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,846ac4b4-9d1f-4b94-b784-ff0c290645c2,no_churn,0.14273264,0,no_churn,-0.126154331028738,-0.0092035056461099,-0.0417032768874742,0.0417355799041433,-0.0738390702482865,0.037604855742602,-0.0191938412019953,-0.0182725619599114,Male,42,No,Yes,Employed,Suburban,Bachelor,1672984800
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,8d6ab9d7-3068-4bd5-bba0-eab5c59662e4,churn,0.6043612,1,churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Female,63,Yes,Yes,Retired,Suburban,Master,1672984800
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,7acb0519-1f2b-4ec0-a169-64c822b8ec03,no_churn,0.0165840069999999,0,no_churn,-0.124393302092938,-0.0031237637929007,0.0030709888184333,0.0339032386152666,-0.0226064327340554,-0.131677155033829,-0.0103692914456905,-0.0138304356675826,Female,54,No,Yes,Employed,Suburban,College,1672984800
60,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,a54d80bc-9d03-4294-9f31-708a7548b9bf,churn,0.28848484,1,churn,-0.123353547632278,-0.0189239330291184,-0.0058287190131659,0.0072854725599745,0.0646600789964213,0.0616910662172176,0.0612685509238599,0.064174879723223,Female,57,No,Yes,Employed,Suburban,High School or Below,1672984800
16,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,942bd3f6-d662-4796-87e4-c1d0220a21de,no_churn,0.30948183,0,no_churn,0.112082836320224,0.0140803686625076,-0.0436814561427218,0.0309809168386254,0.0668836472180191,0.121370008542654,0.054901129423215,0.0363246552382861,Male,42,No,No,Employed,Suburban,Bachelor,1672984800
16,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,736eb7ad-0344-462e-970a-a8e7338560ae,no_churn,0.2641148,0,no_churn,0.169642748688416,-0.0043761310125046,0.0722389333148385,0.014090074113551,0.174904473176575,0.144816054361463,0.103071728503573,0.0465859782396728,Male,32,No,No,Employed,Suburban,College,1672984800
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,63294c10-bc76-4407-89fb-6e7c422c4eba,churn,0.7860876,1,churn,0.271522209296863,0.124746870434128,0.0389900229016029,0.0012653549676178,-0.0415494683012138,0.168939300938382,0.077766061568891,0.0659601681229423,Male,55,Yes,No,Employed,Suburban,College,1672984800
45,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,f9c8ef59-46cc-4eba-b20c-dd4e8a92356f,no_churn,0.13173261,0,no_churn,-0.226731319370192,-0.0051407840317006,-0.0289702262492573,-0.0160898151573019,0.0635775524011114,0.0196834202598074,-0.0252130009784923,-0.000141977053463,Male,53,Yes,Yes,Employed,Rural,Bachelor,1672984800
57,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,2d7e4cf1-f10b-416d-9f5c-d5aeb56eaff5,no_churn,0.0207172539999999,0,no_churn,0.0021048976130123,-0.0043385787568331,0.0231736360535478,0.0218793631190828,0.129817497683325,0.0666552430282172,0.110292208938208,0.0913895840773693,Female,51,Yes,Yes,Disabled,Suburban,College,1672984800
37,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Active,5a0609fb-3991-45e8-8c95-590af95497d6,churn,0.0968424,0,no_churn,-0.057551787076045,-0.0016057722289042,0.0254072695579543,-0.0167971766611117,-0.0148020716525843,-0.149456573824727,0.0943665302369299,0.0814134296076554,Male,26,No,Yes,Employed,Suburban,Master,1672984800
3,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,a1561f72-3652-47bc-bdd4-152697bf3460,churn,0.6724659,1,churn,0.0839224583298437,0.0513034088965832,0.0375694120087109,-0.0183097448589251,0.0042057568583959,0.122157958851835,0.0562390511284684,0.0155879373961124,Female,54,No,Yes,Employed,Urban,Bachelor,1672984800
47,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,d3b3966a-a2a0-48ca-b8c9-13f2d07f15d2,no_churn,0.05230084,0,no_churn,-0.0229521670739495,-0.0045102149839658,-0.0373181123013546,0.0086172810869811,-0.0584979746300132,0.0597662481565976,0.0795185425340696,0.0539931062987921,Male,52,Yes,Yes,Employed,Suburban,College,1672984800
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,b99d0f2c-7b8d-4338-a524-15c83db3aea7,no_churn,0.0055496222,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,42,No,Yes,Employed,Suburban,College,1672984800
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,9d68fd2e-f90f-430d-b0bf-adfa7ebd0827,no_churn,0.26566446,0,no_churn,0.0676317867393993,0.111980864517037,0.0622253797790097,0.0362397011933046,0.068206705333406,0.164520680149492,0.0918140830060963,0.038354664654953,Male,34,No,Yes,Employed,Suburban,College,1672984800
48,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,b057c174-20c1-4ef2-8b6e-e2fa8d835080,churn,0.15301643,0,no_churn,-0.15038149433808,0.0061302705920934,-0.0249228385426977,-0.0074359393158465,-0.0604066969082759,0.0604664237910492,0.0036767884604432,0.0338473371311192,Male,35,No,Yes,Employed,Suburban,College,1672984800
62,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,02e9dade-d3af-4f82-8f5c-29e4b319b009,no_churn,0.026232125,0,no_churn,-0.106852996430689,-0.0041257743049573,-0.0353302849548435,-0.008115303979157,0.0052987498783932,0.0497696348736644,-0.0364290431507561,-0.053241132727835,Male,53,Yes,No,Unemployed,Suburban,College,1672984800
5,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f19217cd-ad6f-4e86-b74f-fc0bfbfe751e,no_churn,0.3156363,0,no_churn,0.162232265126113,0.121038840248748,0.0365282812021723,0.0127064038924072,-0.0294949760668896,0.115663921715795,-0.022834819258378,0.0018395709036758,Male,58,No,Yes,Employed,Suburban,High School or Below,1672984800
34,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7d40a7db-7649-4870-ab9d-4b64e3b00f4a,no_churn,0.06333954,0,no_churn,-0.0713431824367671,-0.0084943687829945,0.0095194274864661,-0.0405787823675928,-0.071090124877619,0.0250323750305233,-0.0424154746636486,-0.0204258615274738,Female,33,No,No,Employed,Suburban,Doctor,1672984800
61,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f4c4107b-15ae-42c5-8e5b-1f9de853efb2,no_churn,0.016740166,0,no_churn,-0.0168193427764254,-0.000807877989082,0.0211473131766251,-0.0017739832594816,0.0397298722787491,0.069670412505884,-0.0086802863535012,-0.0014922596558426,Male,66,Yes,Yes,Disabled,Suburban,High School or Below,1672984800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,fa143819-2673-48c1-87c9-1cacb241467f,no_churn,0.68758553,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,21,No,Yes,Employed,Urban,College,1672984800
12,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a34b0dae-893c-4807-8ca1-f1d381f96a04,churn,0.24937014,1,churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,32,No,Yes,Employed,Rural,College,1672984800
38,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,21a5e643-2d91-4cf8-b088-663a67df5748,no_churn,0.008598581,0,no_churn,-0.0294023001720415,-0.0056319154763514,0.0072447106589606,-0.0234051511559664,0.0154713288104539,-0.168667362016222,-0.0209508478065618,-0.0291391611265498,Male,56,No,No,Employed,Rural,Bachelor,1672984800
62,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d8cb2359-a4af-4645-83b1-beda92078d3f,no_churn,0.009425403,0,no_churn,-0.048530728407195,-0.0033002663849902,-0.0979877652973891,0.0070379012130706,0.0043606777242212,0.0507677111597513,-0.0153790015753293,-0.0259946789537843,Female,69,Yes,Yes,Employed,Suburban,High School or Below,1672984800
27,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6a39a599-38ba-4509-b216-02f65d8829a0,no_churn,0.092190936,0,no_churn,-0.0812344943412244,-0.009735078434478,-0.0323780042249381,-0.0635504752822817,0.007915403977222,0.0417318072154375,-0.0617104302913048,-0.0700648795789857,Female,38,No,Yes,Employed,Suburban,Bachelor,1672984800
14,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,78fb993d-dc85-479b-8cd3-d73f596ff0b6,churn,0.22419943,1,churn,0.109866867955234,-0.0085841232106486,0.0956853361702269,0.031355714506426,-0.000964307655131,0.102964217532617,-0.0082968042303036,-0.0086272186318637,Male,39,No,Yes,Employed,Suburban,High School or Below,1672984800
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8dd372f2-7cd7-4b32-8478-1b83ccc8e0ff,churn,0.30243254,1,churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Female,36,No,No,Employed,Suburban,High School or Below,1672984800
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e9a975ac-668e-4e59-89e2-1eb6fdb4d61a,no_churn,0.14219499,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Female,55,No,No,Employed,Suburban,College,1672984800
49,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,cb3f24d4-c134-49c7-aeb1-7b87b8e70bda,no_churn,0.1102091,0,no_churn,-0.0817088769690781,-0.0031140833630524,0.045012589830294,-0.145703520647512,0.0035178132851069,0.0600707329376928,-0.0263722747852443,-0.0562840879488885,Male,48,Yes,No,Unemployed,Suburban,Master,1672984800
27,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1165352e-2dcd-4c67-8124-9f71b7d2d113,no_churn,0.0107339369999999,0,no_churn,-0.0902063847389217,-0.0051411107604144,-0.0167774692061539,-0.0734593688180211,0.0248346629511434,0.0388140008190021,-0.0640715004621142,-0.0730189822113061,Female,49,Yes,No,Employed,Rural,High School or Below,1672984800
44,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,a66c836c-7ff5-4d99-b082-bb2e43ef488b,no_churn,0.04883043,0,no_churn,-0.104631833710646,-0.0063436381978863,-0.0038812842477636,-0.0056218270928002,0.0335032917356329,0.0114879784847471,-0.0215715920239836,-0.0319672458020068,Female,44,No,Yes,Employed,Suburban,College,1672984800
42,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,794a03b2-5d68-4329-8de9-cd686e20c00d,no_churn,0.08854774,0,no_churn,-0.0164734624560787,-0.0060094174257528,-0.108092483344394,-0.0306667210702471,-0.0415266574609131,0.0456944803952865,-0.0393218656412864,-0.0526300235746202,Male,57,No,No,Employed,Suburban,Bachelor,1672984800
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5ad63c4b-927d-4c5d-a7a3-63b1284847ca,no_churn,0.020418862,0,no_churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Female,23,No,Yes,Employed,Suburban,College,1672984800
59,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,8c757f62-15b9-429c-b6ad-6b8dd76152fe,no_churn,0.0520984529999999,0,no_churn,-0.060952874532013,-0.0040618065608214,-0.0190413679822177,-0.0439915895758713,-0.0243321316146557,-0.0725113195414087,-0.0228228596890039,-0.0213122024669064,Male,48,No,Yes,Employed,Suburban,High School or Below,1672984800
71,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,c984ab22-6f69-4886-83db-36f326448563,no_churn,0.0021032027,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,52,No,No,Employed,Rural,College,1672984800
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,602774d0-1a3c-49f8-902b-fb1535e05381,no_churn,0.07049814,0,no_churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Female,46,No,No,Employed,Suburban,College,1672984800
46,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d95a393d-3cf4-496f-b0ce-473a3d47c7d2,no_churn,0.020643761,0,no_churn,-0.132234553979388,-0.0068168153599981,-0.0250665529418802,-0.0241110867333009,-0.0336155698103175,0.0129429291396445,-0.0370392326011642,-0.0230852689540915,Female,63,No,No,Employed,Rural,High School or Below,1672984800
5,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6aeaf50b-964e-4c05-8cf6-290e0978ff5a,churn,0.567494,1,churn,0.163217512013907,0.0633270933802578,0.0126349429996253,0.0399802801750411,0.0850058833108414,0.145612441507324,-0.0206511433599689,-0.0206297028842527,Male,80,No,Yes,Unemployed,Suburban,Bachelor,1672984800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,82b358b3-4c4c-4b3d-b1d5-bcaf135b2c3b,no_churn,0.46992075,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,53,Yes,No,Employed,Suburban,College,1672984800
19,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,05f17209-c66b-4aa0-9b18-277677c32f2d,no_churn,0.04157614,0,no_churn,-0.0161188498307183,-0.0055865687469668,-0.0299400347555638,-0.0444429083937939,0.0033902281139762,-0.0943329960345636,-0.0402353726309593,-0.0417596515397508,Male,58,Yes,Yes,Disabled,Suburban,Bachelor,1672984800
41,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,7c94c8d3-ade3-400a-8fcf-8384395af2d0,no_churn,0.051818598,0,no_churn,-0.043776050737506,-0.0048131888822717,-0.0005100984367709,-0.0711496796980645,-0.0197873760872153,-0.0654962878235164,-0.019596241321833,-0.0438972290686888,Male,30,No,No,Employed,Suburban,College,1672984800
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,744ea890-4ebd-43ac-909b-852e0c2c8f42,no_churn,0.17944747,0,no_churn,0.11891481402391,-0.0125749206756154,0.0192074350852817,0.0227473597103744,0.0865861339436833,0.107133266943119,-0.01251844476541,0.011478208266235,Male,20,No,Yes,Employed,Rural,College,1672984800
48,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,37e735e1-7b18-400f-a4a2-07828ebd1dc2,no_churn,0.03612767,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Male,73,No,No,Disabled,Suburban,High School or Below,1672984800
67,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,490c767c-2870-455c-bbfe-536e1a7f2777,no_churn,0.016875353,0,no_churn,-0.0550606074461211,-0.0036756714447619,-0.0172718959937628,-0.0197622349818084,-0.0002034495499901,-0.116597162000708,-0.0267693440819493,-0.0296857872879081,Male,37,No,No,Unemployed,Rural,College,1672984800
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,84113f75-f0ee-49d2-bee1-79f16c64a4a1,no_churn,0.3604468,0,no_churn,0.157524558774821,0.0665483926979141,0.0372286435608475,-0.0593348094456359,-0.0251455041677945,0.11258760075928,-0.0283062449934095,0.0046013782265345,Male,24,No,No,Disabled,Urban,College,1672984800
3,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5334c6e6-c497-4ec8-91be-6cc590e4c71d,no_churn,0.20021099,0,no_churn,0.0246445300697905,-0.0121225430177401,-0.0722477899680052,-0.130914722006801,-0.0406005407203701,0.0630674454084874,-0.0408941077330564,-0.0549584229052652,Male,24,Yes,Yes,Unemployed,Rural,College,1672984800
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4e9f9d40-93e3-4c47-97ea-479907b00072,churn,0.23365831,1,churn,0.0861579869876459,0.14448725624834,0.0656376041278326,0.0027180200726434,-0.131170708432019,0.108779148659187,-0.0190139895748598,-0.0189547996740475,Male,30,No,No,Employed,Rural,Bachelor,1672984800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,15f33fd9-7142-4da0-9885-928339503832,no_churn,0.20489267,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,43,Yes,No,Unemployed,Rural,College,1672984800
22,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,94c3aa0e-7806-40f3-8fce-39ac2b0f1ad3,no_churn,0.31951043,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,39,No,No,Unemployed,Suburban,College,1672984800
72,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,4ae452cb-ef68-41a1-bec4-9a9e8a8163de,no_churn,0.004479896,0,no_churn,-0.0777236510517877,-0.0036795382439368,-0.0151991882589163,-0.0148570226252104,0.003049610273897,-0.120784849655201,-0.016394262889321,-0.0234372514425967,Female,38,No,Yes,Unemployed,Urban,High School or Below,1672984800
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,05d6a51a-a07d-4930-ad12-f6e9fe020f1a,no_churn,0.01287527,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Female,22,No,Yes,Employed,Suburban,College,1672984800
34,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,d5a9dcfd-ed9a-4f2d-ab73-126f0bb1a6d4,no_churn,0.0230187979999999,0,no_churn,-0.0297698268657859,-0.004925755184031,0.00683580651797,-0.0542094395532922,-0.0196258732807245,-0.100689251806912,-0.0284220024289516,-0.0382198097212767,Male,79,No,No,Unemployed,Suburban,High School or Below,1672984800
24,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,79e729bd-2e25-417a-b187-6f163a2311f3,no_churn,0.05118581,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Female,32,Yes,No,Unemployed,Urban,High School or Below,1672984800
68,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bf196dd3-af86-4755-84ee-0fb44fe1a855,no_churn,0.019887952,0,no_churn,-0.091000169773315,-0.0038045838214384,-0.0408617406299981,-0.0088985942655745,0.0114034335948872,0.0546079147733416,-0.0347262625559051,-0.0557461483035513,Male,58,No,No,Employed,Rural,College,1672984800
14,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,50ff902e-ec68-4de9-8495-f885a89ca7c2,no_churn,0.03430905,0,no_churn,-0.0189826989190623,-0.0071680095417104,-0.0155513101797805,0.0180690772594061,-0.0143048086836461,0.0648944754367403,-0.0226850906788422,-0.0359388359989498,Female,70,Yes,No,Employed,Suburban,Master,1672984800
13,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,b6a9732f-9ef1-4be4-8b22-e84900f6aae6,no_churn,0.024172673,0,no_churn,-0.0134200972170583,-0.0137501277213596,-0.0325290893846977,-0.0292608667474814,-0.0045691953678397,-0.0890847198852861,-0.0327075525448344,-0.0437045038647738,Male,69,No,No,Medical Leave,Suburban,Bachelor,1672984800
55,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,12e5ea38-817f-4318-820f-0aa9d9c41c60,no_churn,0.050892852,0,no_churn,-0.0837116304031315,-0.0048885282707851,-0.0815517966274274,0.004040554778403,0.0395999487286008,0.0242852333619703,-0.0403776602968264,-0.0564222717504162,Female,22,Yes,No,Employed,Urban,Bachelor,1672984800
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a7109a6a-358c-4950-94f8-2881562ac713,churn,0.23412399,1,churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,54,No,No,Employed,Suburban,Bachelor,1672984800
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f15df40d-738a-4e5b-8a92-ce8177c58111,churn,0.6748948,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,33,No,Yes,Unemployed,Suburban,Bachelor,1672984800
5,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,33f2a28a-98ed-4558-8f59-de04d2ba1fda,no_churn,0.13284056,0,no_churn,0.111536597842542,-0.0041730244079917,0.0061761819504499,-0.156543271167075,0.0564687800163847,0.0978973012203278,-0.0564420405805867,-0.0577129094225983,Male,41,Yes,No,Unemployed,Suburban,College,1672984800
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,de95a031-97be-4a58-804b-31d5f3da1911,no_churn,0.39776683,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,27,No,No,Employed,Suburban,College,1672984800
36,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,c41d2a1a-ba70-4ba1-a59e-ae7982a8096a,no_churn,0.03746658,0,no_churn,-0.0484636327709722,-0.0064857886154459,-0.0015682678845996,-0.0437807145147371,0.0085129926523632,-0.103644562829891,-0.0254517128498628,-0.0398111314305606,Female,20,Yes,Yes,Unemployed,Rural,Bachelor,1672984800
64,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,0d40e9f1-76be-4fee-91a8-d9c61e25ab05,no_churn,0.006856319,0,no_churn,-0.0542032317440316,-0.0030870737203804,-0.0049334502586862,-0.0189212423357275,-0.0041866014843799,-0.126368533317163,-0.0268803727372505,-0.0304456462875532,Male,59,No,No,Employed,Rural,Doctor,1672984800
3,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,4dcbb6ee-2008-49d1-801c-028384e42781,no_churn,0.0483719559999999,0,no_churn,0.0392044469179563,-0.0057216672255526,-0.0236470179686057,-0.065945203362844,-0.0163429661576174,-0.127023123407307,-0.0320687244498003,-0.0374818965393296,Male,36,Yes,Yes,Employed,Suburban,Bachelor,1672984800
13,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0d74e3e8-c10c-4153-a604-e4cb2b974cc3,no_churn,0.036833696,0,no_churn,-0.0357040439900447,-0.0060194117136597,0.0514723556250373,-0.107232899270375,0.0173975317330587,0.0827670513118664,-0.0648426631323491,-0.0661974044102498,Female,29,No,Yes,Employed,Suburban,High School or Below,1672984800
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,46226ceb-bf61-4f47-a4fb-e5d46a1f4ff6,no_churn,0.0023698313,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Female,58,No,No,Retired,Urban,Doctor,1672984800
25,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bfd44b43-c312-4529-83fa-f9452568f3ce,no_churn,0.076810434,0,no_churn,-0.103167973181207,-0.0070218184344594,-0.0320564706409277,-0.056655284149092,-0.0553326684925923,0.0293713129662228,-0.0239745126640082,-0.0201887365404763,Female,36,Yes,No,Unemployed,Suburban,High School or Below,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7949029b-72c7-488c-9418-14472015140d,no_churn,0.54872257,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,75,No,Yes,Retired,Urban,High School or Below,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ace185ef-77c4-48b7-96b9-27ac014013de,churn,0.606315,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,50,Yes,No,Medical Leave,Suburban,College,1672984800
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,059af9db-b95d-4e2d-a00c-b40c16168e06,no_churn,0.015883673,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,65,No,Yes,Employed,Suburban,College,1672984800
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0c4b7677-3843-4c6f-be8f-d05435b41dba,no_churn,0.0424059029999999,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,21,No,No,Employed,Rural,Bachelor,1672984800
18,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b8a51c3-f6bb-4baa-a176-824584a9e224,no_churn,0.014727036,0,no_churn,-0.0742939740836118,-0.0098718039399682,-0.0602655172941922,-0.0208434494284301,-0.0254808305112783,0.0453864369789516,-0.0527706940481039,-0.0708863188104805,Female,49,No,Yes,Unemployed,Rural,High School or Below,1672984800
18,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,572f3c19-cd2c-47fd-adf8-3763c64cb818,churn,0.5536979,1,churn,-0.111343400364531,0.0354018776885459,0.0093455852217357,-0.134791862710863,-0.0040543971701481,0.0473406038918892,-0.0372744829598741,-0.0536500752977826,Female,31,No,Yes,Medical Leave,Rural,College,1672984800
48,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,2951d85d-23f3-485a-a2c1-be5a415b64ee,no_churn,0.027403349,0,no_churn,-0.0299219715865183,-0.0072863341954507,-0.0099806541478392,-0.0146232576282454,-0.0290057152046756,-0.0485430665840613,-0.0260266881756797,-0.0236384637678566,Female,28,Yes,No,Unemployed,Suburban,Bachelor,1672984800
38,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef886b6d-9d35-4717-8c8d-703d13d95011,no_churn,0.12355189,0,no_churn,-0.0647761037213422,-0.019460081985344,-0.062414487404776,-0.0888852190532816,-0.0484314229822212,0.046946759538323,-0.0145093514816107,-0.0174962421243435,Female,34,No,Yes,Disabled,Urban,College,1672984800
35,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0eb45ebf-b226-44b9-8d00-954b8d9c9a6d,no_churn,0.10812807,0,no_churn,-0.126870740562308,-0.0101845303821028,-0.0435427571779746,-0.0948360014757781,0.0201282810829161,0.0334629838925957,-0.0179145052071089,-0.0259355470348054,Male,48,No,No,Unemployed,Suburban,High School or Below,1672984800
16,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1919a9e8-9745-4e25-8005-d0ef740bdc7b,no_churn,0.125893,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Male,32,Yes,No,Employed,Suburban,High School or Below,1672984800
38,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,81b0dd75-9606-4e36-ae40-ae843ccf9448,no_churn,0.007821978,0,no_churn,-0.0236428755425004,-0.0052327248443998,-0.0097648378119902,-0.0665114244491724,0.0045943632326816,-0.104508810464667,-0.026202496768692,-0.0377573465844398,Female,58,Yes,No,Employed,Urban,Bachelor,1672984800
62,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e169ef3c-d0fd-4caa-976d-305e236cd1aa,no_churn,0.0076762014,0,no_churn,-0.100780400460535,-0.004271214217133,-0.0131214721660035,-0.0236517970109889,-0.0143496947674793,0.0430604077768748,-0.0468867144862633,-0.0490252663151841,Male,30,Yes,Yes,Unemployed,Suburban,High School or Below,1672984800
59,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,e6765a05-c4c8-4077-9bf9-8d2b98bdac3e,no_churn,0.009759851,0,no_churn,-0.0546082693610878,-0.0033617959542061,0.0122753692029618,-0.005588517861106,0.0139281348512849,-0.176321244729406,-0.0317033750360315,-0.0236464530669036,Male,43,No,Yes,Employed,Rural,Bachelor,1672984800
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,594c1e1d-ccbb-44ad-a8ed-33561909e2c8,no_churn,0.059380904,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Female,77,No,No,Unemployed,Suburban,College,1672984800
12,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,41cb33ab-79bd-4859-931c-4b9e872cc2e2,no_churn,0.08831309,0,no_churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,24,No,Yes,Disabled,Suburban,Bachelor,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a623f16e-a923-42be-a3bd-2c68dc30388e,churn,0.31449354,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,52,No,No,Unemployed,Rural,College,1672984800
9,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3367d9e3-ac97-4186-a996-ff5c5031d001,no_churn,0.19558047,0,no_churn,-0.0011454564706946,-0.0108258474156173,-0.0426984662913673,-0.0998686164985338,0.0064189302412523,0.0599421365230045,-0.0476339358221594,-0.0583772303896785,Female,80,No,No,Unemployed,Suburban,Doctor,1672984800
71,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f2d64afa-f8d8-4142-ade1-b1c1d91333e4,no_churn,0.002070952,0,no_churn,-0.105667261451163,-0.0041064696321518,-0.0109113115765967,-0.028313476084254,-0.0108825670133592,0.0485513441504008,-0.0352507221807036,-0.0524456874767383,Female,53,No,Yes,Employed,Rural,High School or Below,1672984800
19,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a915277-d312-42cd-99fb-c6c7ce498907,churn,0.5606092,1,churn,-0.116211055652484,0.0412183129746608,0.0069015453310612,-0.0920808685464726,0.0305844323574638,0.059225022661044,-0.0548220470812384,-0.0638414938505411,Male,43,No,Yes,Medical Leave,Urban,Master,1672984800
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9fb306e-ecca-4ea3-adc2-0f135ad737dd,churn,0.1870861,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,22,No,No,Employed,Suburban,College,1672984800
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8c578039-f6a0-4450-82be-9a06f7e0802d,churn,0.7790292,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,70,No,Yes,Disabled,Suburban,College,1672984800
27,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,017e6b83-162d-4e9a-bcd0-6e8790ee7e0d,no_churn,0.28463057,0,no_churn,0.0128330782873672,-0.0005765358577991,0.0731756993591534,-0.0329862037358725,0.0865908984149427,0.122146459566884,0.15072425224871,0.119066210212304,Male,25,No,Yes,Disabled,Suburban,Master,1672984800
9,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e9231312-3644-4d36-8dbc-8af7f0378d18,churn,0.714953,1,churn,0.13043058487021,-0.0015231433145527,0.0264323744290868,-0.0416819299048438,0.110959595981531,0.136448185739755,0.0828170258863792,0.0783411581771179,Female,21,Yes,Yes,Retired,Suburban,High School or Below,1672984800
4,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,fbacc777-f44e-4372-874c-ada474da977d,churn,0.80585575,1,churn,0.210932291583767,0.0022644152132124,0.0148021981510828,-0.0346405667107137,0.12523186858889,0.154385340539156,0.0922587212521102,0.115739580888367,Female,31,Yes,Yes,Unemployed,Suburban,High School or Below,1672984800
24,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,fb2f6d69-0899-4ac2-b95d-9361a7bc12ed,churn,0.33815667,0,no_churn,-0.183725109224488,-0.009494161311195,-0.140876064657841,-0.0287106177215537,0.0598242408742589,0.0234151494206707,0.0293507719164517,0.0528563053086691,Male,32,No,No,Employed,Suburban,Bachelor,1672984800
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f5bc5a80-f407-456e-99d9-95f81c3fbb98,no_churn,0.4585831,0,no_churn,-0.136705176864998,-0.0052797185230519,0.0177948445029869,0.0416539186016416,0.112566461485312,0.0483631735388371,0.0565644851707838,0.0853491939530067,Male,69,No,No,Employed,Urban,High School or Below,1672984800
8,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,12ddf96a-6a29-4dc5-b237-9d643794f6a7,churn,0.8496336,1,churn,0.137630201846941,-0.0005339155352885,-0.0057428529153548,-0.0704275079589115,0.0769118825269652,0.14523327306928,0.135908939334186,0.12027954438292,Male,46,No,No,Employed,Urban,High School or Below,1672984800
63,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,<80hrs,Active,3f2b43cd-ff3a-46a6-88ed-916a2f3babe4,no_churn,0.07340825,0,no_churn,-0.121435120660854,-0.0028535804246348,-0.013526925938786,0.014148355974994,0.0481454121271781,-0.211463041482202,0.0487601424392232,0.0491986040962183,Male,79,Yes,Yes,Employed,Suburban,Bachelor,1672984800
48,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,3c3f99eb-f7d6-4017-ab82-0e6c26c0ddcd,no_churn,0.1723252,0,no_churn,-0.135246084877117,-0.0050073140827225,-0.0092130781421201,0.0176541340817857,0.0545900118078407,0.0431438661525135,-0.0050764082894602,0.0801287224355473,Male,30,No,Yes,Unemployed,Suburban,High School or Below,1672984800
29,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ed362c93-0038-4f10-997c-7a62b0b10f14,no_churn,0.5489871,0,no_churn,-0.0331754406988693,-0.0028905283959466,-0.0635427402200002,0.0507350829615097,0.0942427785356994,0.0590035379018445,-0.0175976047466247,0.0405321000237927,Female,54,Yes,No,Employed,Rural,High School or Below,1672984800
67,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ec3d47a7-7094-4d6f-8773-8bd23dbce25d,no_churn,0.1735011,0,no_churn,-0.163549068169614,-0.003440270338724,0.0076936140502493,0.0450732773635718,0.0785139878302288,0.0813088238297677,0.02361883406802,0.0455046538143051,Male,75,Yes,No,Unemployed,Suburban,College,1672984800
65,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,87d6a773-7ae8-46aa-b507-78094aac0c2a,no_churn,0.24632084,0,no_churn,-0.0919641968016822,-0.0009844653219624,0.0192978273404332,0.0145094469243395,0.044916652147549,0.0702869944783196,0.043012832016393,0.0852320913425137,Female,61,Yes,Yes,Employed,Rural,High School or Below,1672984800
34,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d2e79a93-4765-437a-982c-93c56e51917f,churn,0.3613212,1,churn,0.0056068243810386,-0.0022314489122436,0.0688161091813344,0.0745898864322589,0.110339179495722,0.0957447506854441,0.0765595238376136,0.100168081186221,Female,59,No,No,Employed,Suburban,High School or Below,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,<80hrs,Active,edd3ef91-eb59-4ead-aa73-70d26fe1a38c,no_churn,0.06451487,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Male,49,No,Yes,Unemployed,Suburban,College,1672984800
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ab6e7bfe-7009-43ec-9d2b-67b440a15fc0,no_churn,0.7192485,0,no_churn,0.0382464694493046,-0.0065781920082736,-0.0043501668156113,-0.0370908699204574,-0.0069274508845592,0.0884989398381003,0.110350951310957,0.0544194144714492,Female,75,No,No,Employed,Rural,Bachelor,1672984800
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,cf46a1a4-3e5d-4f48-82f6-3ca8c452058e,churn,0.6063415,1,churn,0.106091735144782,-0.003801415226826,-0.0220608888188871,0.0192226296612079,0.0938570357036405,0.105877300715583,0.191928093138085,0.123145079010537,Male,37,No,No,Medical Leave,Rural,Master,1672984800
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,2bcb6abe-aa57-4829-a1c0-dd1715ccb23c,no_churn,0.30229038,0,no_churn,-0.11368220604365,-0.0005401008070111,0.0230639316329597,0.0420602561682062,0.0676225647412502,0.0832563711430702,0.0716164487445712,0.0662551618030101,Male,66,No,Yes,Employed,Suburban,High School or Below,1672984800
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,b1a64c19-cb2a-4436-ae16-5b3c24a1f681,churn,0.27727196,0,no_churn,-0.123049285926672,-0.0047873376257666,-0.0687935240959268,0.0020245996797893,0.104843659216385,0.047267506899916,0.067961399987198,0.072387786109175,Female,66,No,No,Employed,Suburban,College,1672984800
53,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,64c512e7-65e1-46c7-b643-889cb8f5cc33,churn,0.24167404,1,churn,-0.18820344894958,-0.0029697703447163,-0.0345344077490699,-0.163211892994468,0.0381105259163086,0.0398055265453149,0.0454527059411702,0.0565246081856093,Female,46,No,No,Employed,Suburban,Bachelor,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,<50hrs,Active,e909f665-59c9-4a31-b11d-b4f91829b257,no_churn,0.014940915,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Female,44,No,No,Employed,Suburban,College,1672984800
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,2f7073db-9ae0-4312-afc2-fbda5b4c1adc,churn,0.74522185,1,churn,0.135760634367221,-0.0050663673784765,0.129625024643697,-0.0178515324959789,0.107499446334014,0.125791990131311,0.12465380235406,0.1255608560787,Male,30,No,Yes,Unemployed,Suburban,Master,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1e0896ab-eb40-4249-8146-7f86c28c6982,churn,0.81440353,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Male,42,No,No,Unemployed,Urban,Bachelor,1672984800
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,01b16df0-1e1b-44a6-ac00-aa5541a48ca1,churn,0.6829388,1,churn,-0.0418057949485137,-0.0018679967116258,0.0579374189099598,0.103689078476727,0.0781648739112097,0.107343593636069,0.0466276082233253,0.0108850748503937,Male,72,Yes,No,Unemployed,Suburban,High School or Below,1672984800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9525e645-55fe-42d9-86f5-5a3a77b57ace,no_churn,0.55496436,0,no_churn,0.0434781019522233,-0.0031665302224428,-0.0580223315558214,0.0433276157961699,-0.0075865207820606,0.0493950871059132,0.0296247897417561,0.061423640521516,Male,58,No,No,Employed,Rural,Bachelor,1672984800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,01a582bf-9f90-4c43-b218-d720c258edb7,churn,0.78804106,1,churn,0.224490676868691,-0.0029611367358847,0.0635780656628639,0.0616107657645079,0.116246933814546,0.149251646697421,0.0607300732909698,0.0580268317712579,Female,64,No,Yes,Medical Leave,Suburban,College,1672984800
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f4142d77-bd99-4d7b-8bb0-fcc6edb6ed85,churn,0.6215117,1,churn,-0.0511806382992381,-0.0032275398499223,0.0874679698355885,-0.014083732944764,0.0408034144188604,0.0488662635324271,-0.0035765168416219,0.0249522527094995,Male,59,Yes,No,Unemployed,Suburban,High School or Below,1672984800
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3cc42257-fb39-4db6-ac82-fa88316a606b,churn,0.73158073,1,churn,0.235255003370965,-0.0023770807496475,-0.0493925587612102,0.129346825355442,0.0393537944316176,0.12634812666859,0.0292696369049281,0.0559918953305987,Male,20,No,Yes,Employed,Suburban,Bachelor,1672984800
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,89f0280c-904f-4ed6-950a-70b33b8683eb,churn,0.7215663,1,churn,0.132927508523571,-0.0024281783200967,0.104665568945738,0.144231060632737,0.0821119666404229,0.147717856199815,0.0267013871271956,0.0507133532768057,Male,68,Yes,No,Employed,Suburban,College,1672984800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d70f0d29-87c4-4751-9063-094753204fd9,churn,0.7472169,1,churn,-0.0785322365995762,-0.0045719854190065,-0.0348805200211245,-0.0845258663719141,-0.0196557087729161,0.0814355274586341,-0.0847503355563731,0.0231216370339461,Male,23,Yes,No,Unemployed,Suburban,High School or Below,1672984800
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cd50fda3-c528-4364-95c4-2ba46b89573a,churn,0.7709988,1,churn,-0.0216562456480096,-0.0028054447191789,-0.0764298436422814,-0.0760931374411666,0.0445741120611819,0.0534676959013449,-0.0733147411143363,-0.026768548151158,Female,28,Yes,No,Unemployed,Suburban,High School or Below,1672984800
54,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,bc43299a-1c5d-4f10-beb0-abb06817ac3d,no_churn,0.21124606,0,no_churn,-0.183108513438374,-0.0039723340295859,-0.044548784035278,-0.0843483645498599,-0.0033553011633739,0.0208157820432461,0.0023863281918238,0.0371050340237889,Male,59,No,Yes,Employed,Suburban,High School or Below,1672984800
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ee3af4c8-fac9-4f0f-8dea-dddb4f8b2869,churn,0.65815663,1,churn,-0.0587700658142966,-0.0065750861190826,-0.151029571059771,0.0115707922488763,0.0605548853483014,0.0600206594482551,-0.0425820425256097,-0.0022157235707891,Female,72,No,No,Employed,Rural,College,1672984800
39,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,653bcbf3-0ed8-4610-a728-89b36ed8a3a8,no_churn,0.223504,0,no_churn,-0.0545662009127863,-0.0025697088318884,0.0108243692849009,0.0436911892488205,-0.059999623582662,-0.0727181831993402,-0.0199299270858682,-0.0237580671892828,Male,60,Yes,No,Employed,Suburban,High School or Below,1672984800
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5592703d-247b-4ef7-8c12-3c3d48790d92,no_churn,0.30620345,0,no_churn,-0.274040964616643,-0.0046525302034342,0.0143284768090006,-0.0860723971282141,0.0096197864910664,0.0332915068941611,0.025944050963244,0.0292225830372262,Male,61,Yes,No,Unemployed,Rural,High School or Below,1672984800
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8d6a4ecf-baee-42b5-a991-32394fd0525e,no_churn,0.3404226,0,no_churn,0.108097735392521,-0.0035882127259174,0.0760476372334324,0.111977974706915,0.0568844440184511,0.158047411588177,0.155539680192678,0.0604671881899412,Male,23,No,No,Unemployed,Rural,Master,1672984800
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0ea981ca-7409-4ffe-87fe-463ce7838868,no_churn,0.5613932,0,no_churn,-0.064832408674647,-0.0035048840917625,0.101087085934223,0.0927552403899608,0.0878868193547532,0.0867509920716929,0.0488452357862661,0.0285968906440757,Female,37,No,No,Employed,Suburban,College,1672984800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,105cf9d6-962f-40eb-8f50-010c71efe3ab,churn,0.9116441,1,churn,0.315653309756576,-0.0034854517670055,0.023281325820958,0.0573506532223109,0.0607018983436955,0.161475905471489,0.0495065043632712,0.0464897077670957,Female,74,No,Yes,Unemployed,Suburban,Bachelor,1672984800
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d96f1418-d109-4a3b-8625-ff7c5d44bedf,no_churn,0.32205853,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,20,Yes,No,Unemployed,Suburban,College,1672984800
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,63f69e88-a48f-4481-a463-e5268cc271dd,churn,0.5791881,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,56,Yes,Yes,Employed,Rural,College,1672984800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fdc15605-a31f-4ff3-a4d6-30e6ce70a96b,no_churn,0.48648766,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,53,No,Yes,Employed,Suburban,High School or Below,1672984800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f845de1d-e7b6-478d-99c7-71fc10b2166e,no_churn,0.39455727,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,37,No,Yes,Employed,Suburban,High School or Below,1672984800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a3915612-6ad0-4b26-8204-1fb3de753be6,churn,0.9076951,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,71,No,Yes,Employed,Rural,College,1672984800
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,21ba56fb-999a-4bd8-8964-0e38652d136d,no_churn,0.08650784,0,no_churn,0.0388624520388611,-0.0017016445719309,0.142707523978606,0.131208334491057,0.0999981675719664,0.132957771469569,0.0228461054062972,0.02653164923051,Female,33,Yes,No,Employed,Suburban,Bachelor,1672984800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2f1f881c-6d06-4f50-8d99-652623a9290c,churn,0.5691029,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,55,No,No,Employed,Suburban,College,1672984800
38,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b39dd49-5f09-485a-bb81-b08b4dfc85da,churn,0.31017223,1,churn,0.0686581393879896,-0.008714384388495,0.0053412161781852,0.174441785080144,0.0138329542750398,0.0659256707473468,0.0137729370038141,0.0290578937093778,Female,55,No,No,Unemployed,Suburban,Bachelor,1672984800
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dc166487-d471-43a3-8d9f-bb9f1a6305f4,no_churn,0.0799723,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Female,74,No,No,Employed,Urban,High School or Below,1672984800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb7123d6-623f-4cfc-947e-7eb5ff86a163,no_churn,0.29849,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,33,No,No,Employed,Suburban,Bachelor,1672984800
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8c39b0a2-1088-45af-8f16-c12978b2ae11,churn,0.4581515,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,65,No,Yes,Unemployed,Suburban,College,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c2fa556-df50-4059-9505-71a70d9be60a,no_churn,0.78337675,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,48,No,Yes,Unemployed,Urban,Bachelor,1672984800
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c31ad6c3-463e-4e7e-832d-a077326cddbe,no_churn,0.39496762,0,no_churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Female,43,No,Yes,Employed,Rural,Bachelor,1672984800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,05a07dbd-4b32-47e8-b726-05c73def4ffd,churn,0.5657151,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,52,No,No,Employed,Rural,College,1672984800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3da800f9-52aa-45e6-96c0-248a2003bc81,churn,0.76821953,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,73,Yes,Yes,Employed,Suburban,College,1672984800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d87337f8-e9f3-4824-bc7f-59fd67c61856,churn,0.34087855,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Female,43,No,Yes,Employed,Rural,Bachelor,1672984800
31,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e8bcc62b-60f1-4e9f-9ead-35e1bf1f5001,no_churn,0.2980146,0,no_churn,-0.100384538193521,-0.0056196911135884,-0.057271668405956,0.0348439606910596,-0.0714977740088761,0.070230051467588,-0.0162225223467521,-0.0195751066751108,Male,69,No,No,Unemployed,Urban,Master,1672984800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6f5ee2b0-6c19-433c-9c4a-d031c23a2528,no_churn,0.6816973,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,50,No,Yes,Unemployed,Urban,College,1672984800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e1b382a2-11b7-4ecc-8439-0dac99786026,churn,0.77114403,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,71,No,No,Retired,Urban,Bachelor,1672984800
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8929cf0c-b3db-4a84-843f-24c533facba1,no_churn,0.2883317,0,no_churn,-0.173711776780388,-0.0025089984478836,-0.0536363660858114,0.0077115763193251,0.0490511066120234,0.0639114047996145,-0.0275317414499295,-0.0539780180129946,Male,50,No,Yes,Unemployed,Rural,Bachelor,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef7c619e-038c-4b0e-8ab8-8311c8e1615a,churn,0.87662786,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,50,No,Yes,Medical Leave,Urban,College,1672984800
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0c950537-d5c0-432a-8d9c-4b40b976c6a0,no_churn,0.5271279,0,no_churn,-0.199263614792694,-0.010665338587878,-0.013267619345388,0.0227067931758938,-0.050105081364527,0.0651113520715944,-0.0288170991400147,-0.0547255400119047,Male,26,No,Yes,Unemployed,Urban,Bachelor,1672984800
43,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,28edf548-4e5b-47e7-8926-e7dbecabcfc3,no_churn,0.5705199,0,no_churn,-0.104973106162947,-0.0028413192905827,0.0136634077564303,0.060099923643902,0.0301210479242763,0.0857344337094355,-0.0454850821275795,-0.0545339565116682,Female,32,No,No,Employed,Rural,High School or Below,1672984800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,df5c9138-0d55-47fb-8271-89613ced65ad,no_churn,0.8231552,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,79,No,No,Unemployed,Suburban,Master,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4173fa33-e6a7-46b9-b6f4-b0fc0f785fbc,churn,0.87906355,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,77,No,Yes,Employed,Suburban,Bachelor,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c15329ed-60e9-48ab-9f8d-305f95be46de,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,70,Yes,No,Employed,Urban,College,1672984800
64,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1310821f-a09b-4906-94b9-cf7af19de06c,no_churn,0.11257635,0,no_churn,-0.229370706424984,-0.0040508037171639,0.0366861774643257,0.0217739780948977,0.0171588082714606,0.055173879068202,-0.0098606992326858,-0.0082012843295979,Female,47,Yes,No,Employed,Rural,High School or Below,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,34686d73-d150-40d7-b14f-3c25f0ce6d93,no_churn,0.81620747,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,80,Yes,No,Retired,Suburban,Bachelor,1672984800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d685eebf-0853-4bb1-964c-792216dd1264,churn,0.7637722,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,36,No,Yes,Employed,Rural,College,1672984800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c20b4c69-b22a-477e-a9da-d1163a0e7d84,no_churn,0.70021826,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,58,Yes,No,Disabled,Suburban,College,1672984800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a0b89ec9-bd0a-4b9a-9ef8-9979ea9cc73e,churn,0.6212303,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,69,Yes,Yes,Unemployed,Suburban,Master,1672984800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b86a54fd-8e9a-4582-ab4d-3ed58b7d01cf,churn,0.7117848,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,36,Yes,Yes,Employed,Suburban,College,1672984800
58,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,36e6ee68-cb35-4297-8260-2fb4b8f62891,no_churn,0.023604142,0,no_churn,-0.0778522630706538,-0.0030163050701048,0.0098173821972841,0.0497697185002471,-0.0332681950291225,-0.102874337889125,-0.0286377473144602,-0.062964403268179,Female,69,Yes,No,Employed,Suburban,Master,1672984800
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,af1b52f1-3280-428e-a107-c69b30461ecb,no_churn,0.28667328,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Male,58,Yes,Yes,Unemployed,Suburban,Bachelor,1672984800
59,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,ec1cfcca-edc1-4e3a-9d37-311f36e02eaa,no_churn,0.0799723,0,no_churn,-0.0886238610919645,-0.0028526939478069,0.0120821560135982,0.0453915748732743,-0.0481164042921955,-0.113432670029624,-0.0292879901416563,-0.0441862629770366,Female,79,No,Yes,Employed,Suburban,Bachelor,1672984800
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e586947a-5e84-488b-b110-ed9a970262f9,no_churn,0.5613932,0,no_churn,-0.064832408674647,-0.0035048840917625,0.101087085934223,0.0927552403899608,0.0878868193547532,0.0867509920716929,0.0488452357862661,0.0285968906440757,Female,70,Yes,Yes,Unemployed,Suburban,High School or Below,1672984800
48,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,c532b826-911d-4861-b451-64eed9313ce6,churn,0.15301643,0,no_churn,-0.15038149433808,0.0061302705920934,-0.0249228385426977,-0.0074359393158465,-0.0604066969082759,0.0604664237910492,0.0036767884604432,0.0338473371311192,Female,39,No,No,Employed,Suburban,College,1672984800
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3bc7a14c-b5ac-4df1-ae1d-89c51543a681,no_churn,0.2883317,0,no_churn,-0.173711776780388,-0.0025089984478836,-0.0536363660858114,0.0077115763193251,0.0490511066120234,0.0639114047996145,-0.0275317414499295,-0.0539780180129946,Male,79,No,Yes,Unemployed,Suburban,High School or Below,1672984800
60,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,bbaf289e-a0ab-4ed9-9ff7-fdb064a31715,churn,0.28848484,1,churn,-0.123353547632278,-0.0189239330291184,-0.0058287190131659,0.0072854725599745,0.0646600789964213,0.0616910662172176,0.0612685509238599,0.064174879723223,Male,73,No,Yes,Employed,Suburban,College,1672984800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,420e73d2-4995-4888-836b-367ae879f14a,churn,0.77114403,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,57,Yes,No,Employed,Rural,College,1672984800
10,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,2937ae4c-fcb4-4dce-826b-40c833b05333,churn,0.7093965,1,churn,0.183834205776247,-0.0051227735754218,-0.0360826402709972,0.0496784351343922,0.105138757435043,0.157698562156966,0.165474661444323,0.0553546470154378,Male,64,Yes,Yes,Employed,Suburban,High School or Below,1672984800
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,27dadaf9-1ca6-4336-8dc7-85ad22d35879,no_churn,0.5271279,0,no_churn,-0.199263614792694,-0.010665338587878,-0.013267619345388,0.0227067931758938,-0.050105081364527,0.0651113520715944,-0.0288170991400147,-0.0547255400119047,Female,79,No,No,Employed,Suburban,College,1672984800
67,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4e193c91-a19a-4b93-9e8e-4eeddd1da50c,no_churn,0.016875353,0,no_churn,-0.0816284024898959,-0.0037351586608383,-0.0174426527559262,-0.0300861661190901,-0.0090777863302719,0.0451689054147027,-0.0401967572819012,-0.0520281333821731,Female,28,Yes,No,Unemployed,Suburban,College,1672984800
50,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,c206532e-d7ce-4d00-bf15-dfa995d6b76f,churn,0.2694193,1,churn,-0.0769255138554581,-0.0110085931988942,0.045064123384036,-0.0131671009589081,-0.100081795381811,0.0781440519714669,0.0362194099345288,0.0627292668739028,Male,37,No,No,Employed,Rural,College,1672984800
54,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c6fae0d5-e763-4aa1-862b-73bdb7088d77,no_churn,0.21124606,0,no_churn,-0.183108513438374,-0.0039723340295859,-0.044548784035278,-0.0843483645498599,-0.0033553011633739,0.0208157820432461,0.0023863281918238,0.0371050340237889,Female,67,Yes,Yes,Employed,Suburban,Bachelor,1672984800
34,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6e212e58-8fd1-4450-9c6f-42b42b93fa37,no_churn,0.06333954,0,no_churn,-0.0713431824367671,-0.0084943687829945,0.0095194274864661,-0.0405787823675928,-0.071090124877619,0.0250323750305233,-0.0424154746636486,-0.0204258615274738,Female,33,No,No,Disabled,Rural,Bachelor,1672984800
34,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,571e5cd9-c2d2-4e04-91b7-ba4b4d576665,churn,0.27727196,0,no_churn,-0.0381747846414509,-0.0018022704741815,-0.0912014232560432,-0.0676547156832384,0.0432401036385999,-0.0792264262272692,0.0645393417200102,0.0602540237944049,Female,46,No,No,Unemployed,Suburban,Master,1672984800
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,08f4f73f-0e74-4c9a-aa39-329cb98fc3e8,churn,0.6063415,1,churn,0.106091735144782,-0.003801415226826,-0.0220608888188871,0.0192226296612079,0.0938570357036405,0.105877300715583,0.191928093138085,0.123145079010537,Male,43,No,Yes,Employed,Suburban,College,1672984800
23,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,b2c43799-c6af-4238-99ea-9ef8b6ccebdc,no_churn,0.06705074,0,no_churn,-0.206682324549652,-0.0067952752222481,-0.0388263125137245,-0.0630275313919719,0.041433569382043,0.0274531312033468,0.0065009369930839,0.0409176539466898,Male,50,No,No,Employed,Suburban,High School or Below,1672984800
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,02bb1a1e-df72-4e55-999a-b6bc9d863139,no_churn,0.5547945,0,no_churn,0.277123314047976,-0.006112587392854,-0.008185045277205,0.0131259188578042,0.0450976785615239,0.129078700645532,0.152085305882465,0.0454272402416609,Male,25,No,Yes,Employed,Urban,Bachelor,1672984800
24,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,df0c2485-33f8-4078-949a-85555cd8f867,no_churn,0.10421021,0,no_churn,-0.0637455812357166,-0.0055403135883534,-0.0371873504488394,-0.0173366224634173,0.0449802494884897,-0.0817902653573446,0.0096271061469724,0.0544666266125841,Female,40,No,Yes,Employed,Suburban,High School or Below,1672984800
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,e1fcfb73-1ccb-4c96-a61d-08471b3d32ab,no_churn,0.497527,0,no_churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Female,29,No,Yes,Employed,Suburban,Bachelor,1672984800
42,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3eef71c7-0544-4793-ac68-c9790c7895cf,no_churn,0.08854774,0,no_churn,-0.0164734624560787,-0.0060094174257528,-0.108092483344394,-0.0306667210702471,-0.0415266574609131,0.0456944803952865,-0.0393218656412864,-0.0526300235746202,Female,58,Yes,Yes,Employed,Suburban,Bachelor,1672984800
5,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2050c22d-351c-47c5-ad55-a87e12ecbb25,churn,0.567494,1,churn,0.163217512013907,0.0633270933802578,0.0126349429996253,0.0399802801750411,0.0850058833108414,0.145612441507324,-0.0206511433599689,-0.0206297028842527,Female,28,No,No,Employed,Suburban,College,1672984800
38,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,23485430-fd5b-4a15-a073-1a52519ce9a4,no_churn,0.007821978,0,no_churn,-0.0236428755425004,-0.0052327248443998,-0.0097648378119902,-0.0665114244491724,0.0045943632326816,-0.104508810464667,-0.026202496768692,-0.0377573465844398,Male,53,No,Yes,Employed,Suburban,High School or Below,1672984800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b36ac125-7501-4ff6-be02-0a15470254ef,churn,0.5691029,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,59,Yes,No,Employed,Rural,Bachelor,1672984800
51,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,67fa1b7e-3825-4863-be7a-b7371a1c4857,no_churn,0.3345019,0,no_churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Male,78,Yes,No,Medical Leave,Suburban,College,1672984800
5,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,10d0224e-63a8-411e-8bf6-ccdb3120e452,churn,0.567494,1,churn,0.163217512013907,0.0633270933802578,0.0126349429996253,0.0399802801750411,0.0850058833108414,0.145612441507324,-0.0206511433599689,-0.0206297028842527,Female,64,No,Yes,Employed,Rural,Bachelor,1672984800
7,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,14170f4b-2cfb-4bcd-94cb-f368b9fe3653,no_churn,0.18776867,0,no_churn,-0.0274700466620652,-0.0028273791507308,-0.100454673506979,-0.023757175520036,0.0786110329065104,0.0719940993430736,-0.0690277151814234,0.0676199896279922,Female,25,Yes,No,Employed,Suburban,High School or Below,1672984800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,47d76de2-c7fd-46c6-83ed-88a1af8f991a,no_churn,0.39455727,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,55,No,No,Medical Leave,Suburban,College,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f605b74-3e5b-4a76-8a7d-b525a84d30a1,churn,0.606315,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,27,No,No,Employed,Suburban,High School or Below,1672984800
16,Yes,Yes,Fiber optic,Phone_Support,One year,0hrs,Disabled,93ca64d9-97bb-442c-a141-34cd3ad84758,no_churn,0.12986745,0,no_churn,-0.0059281882460027,-0.0032138894585477,0.0162235887886799,0.0151699677754822,-0.0064298127449228,-0.185535084213352,-0.0292313040893805,-0.0608173593434639,Female,21,Yes,No,Employed,Suburban,College,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cc7fcfe4-0a8b-41a9-9692-22c2217bc851,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,71,No,Yes,Unemployed,Urban,College,1672984800
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9cf0f368-f918-4301-85a1-54c5d771ec8a,churn,0.23412399,1,churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,64,No,Yes,Employed,Suburban,College,1672984800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a9600dec-3a74-415d-b0e4-5f9068f34f6c,churn,0.76821953,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,44,No,No,Employed,Rural,Bachelor,1672984800
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,48734d5a-6c5d-44fa-acad-76edc648ca9d,no_churn,0.17944747,0,no_churn,0.11891481402391,-0.0125749206756154,0.0192074350852817,0.0227473597103744,0.0865861339436833,0.107133266943119,-0.01251844476541,0.011478208266235,Male,74,No,No,Unemployed,Urban,College,1672984800
3,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,aa0c657b-c7a2-4ceb-a780-4d22b4d22200,no_churn,0.5547945,0,no_churn,0.277123314047976,-0.006112587392854,-0.008185045277205,0.0131259188578042,0.0450976785615239,0.129078700645532,0.152085305882465,0.0454272402416609,Male,35,No,No,Employed,Urban,High School or Below,1672984800
64,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,4f174e51-ccdb-4a98-844e-72f79eab3f14,no_churn,0.006856319,0,no_churn,-0.0542032317440316,-0.0030870737203804,-0.0049334502586862,-0.0189212423357275,-0.0041866014843799,-0.126368533317163,-0.0268803727372505,-0.0304456462875532,Female,50,No,No,Unemployed,Suburban,Master,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,3f9e9af5-2662-4777-b3d5-88069772e89e,churn,0.36622515,1,churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Female,61,No,Yes,Employed,Suburban,High School or Below,1672984800
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2897e802-535a-4944-8b99-67ce6fd83416,no_churn,0.01287527,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Female,44,Yes,No,Unemployed,Urban,Bachelor,1672984800
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,018f2dbe-c55e-4cac-a099-c833458f483e,no_churn,0.0630312859999999,0,no_churn,-0.0521925794888557,-0.0099281934980717,-0.0222958712387116,-0.108020845381943,0.0169476634673083,0.0470759123501557,-0.0659991354084195,-0.0746131042189517,Female,56,No,Yes,Employed,Rural,Bachelor,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,15094c1e-85b4-432b-912d-e51a57affc20,churn,0.36622515,1,churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Male,58,No,Yes,Employed,Rural,Master,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4538d49e-554b-4c72-9cee-1fb5e9ac2eaf,churn,0.81440353,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Female,76,No,No,Unemployed,Urban,College,1672984800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,04fa42bb-480c-498f-ac06-c42704530aa7,no_churn,0.29849,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,37,No,Yes,Employed,Rural,College,1672984800
39,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,aaf94b34-0d05-4c4f-b0ff-27a0f6f1b476,no_churn,0.043392453,0,no_churn,-0.0174093971476213,0.0694167541689785,0.035188222120978,-0.0713149247728142,0.0198677717729879,-0.103885062808931,-0.0097949479179442,-0.0110945645949323,Male,74,No,Yes,Employed,Rural,High School or Below,1672984800
5,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,7eba9fbd-1246-479b-8fbc-c75340c906fc,no_churn,0.13284056,0,no_churn,0.111536597842542,-0.0041730244079917,0.0061761819504499,-0.156543271167075,0.0564687800163847,0.0978973012203278,-0.0564420405805867,-0.0577129094225983,Female,73,No,Yes,Unemployed,Suburban,Master,1672984800
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,5e422f6d-d727-4c72-a485-ceadcaf18868,no_churn,0.497527,0,no_churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Male,72,No,No,Employed,Urban,College,1672984800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2f7e111-bc46-4af4-9987-bbd5fdc815ae,no_churn,0.6816973,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,29,No,No,Employed,Suburban,Master,1672984800
48,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7019efab-1ccf-4e67-b5c6-e5a139adcc63,no_churn,0.1723252,0,no_churn,-0.135246084877117,-0.0050073140827225,-0.0092130781421201,0.0176541340817857,0.0545900118078407,0.0431438661525135,-0.0050764082894602,0.0801287224355473,Male,74,No,No,Unemployed,Suburban,Master,1672984800
44,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,b9f2c570-21ff-48ec-8dad-6302a7a4c4dd,no_churn,0.04883043,0,no_churn,0.0540892555536083,0.0029436188831277,0.0430427989573581,0.123067423417997,0.0616021760392868,0.0406920509552946,-0.0217696466834786,-0.0226938247991347,Male,72,Yes,No,Employed,Urban,High School or Below,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,<80hrs,Active,cf078324-4df9-4c75-bbb2-3caa3a5dc4fb,no_churn,0.06451487,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Female,25,Yes,No,Employed,Suburban,Bachelor,1672984800
64,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,5a88731f-4445-4958-ba2b-2c1af1686542,no_churn,0.07298855,0,no_churn,-0.194158703186549,-0.0139269303178662,-0.0300770419707259,-0.0149597608447402,-0.0854483609686758,0.0323686110325979,0.0265026565222524,0.0206733773808718,Female,37,No,No,Employed,Rural,Bachelor,1672984800
57,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Active,2fa1f3c1-cb80-4047-928d-fbe260a670f6,no_churn,0.0207172539999999,0,no_churn,0.0070898337144535,-0.0010721399611429,-0.020383931237211,0.0152098172625301,0.101127874555968,-0.14755270139367,0.042852482772123,0.0737026153880287,Male,53,No,Yes,Employed,Suburban,High School or Below,1672984800
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,85b2739d-8743-4a8b-8582-bff75684b61a,churn,0.74522185,1,churn,0.135760634367221,-0.0050663673784765,0.129625024643697,-0.0178515324959789,0.107499446334014,0.125791990131311,0.12465380235406,0.1255608560787,Male,59,No,Yes,Employed,Rural,High School or Below,1672984800
37,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,5c4cc273-60f1-4df5-97ea-ebcd214d77a2,churn,0.0968424,0,no_churn,-0.0631406757290005,-0.0034130558025572,0.107474759122706,0.137546588421883,0.0907444509425477,0.126780369407825,0.124926612002964,0.127554806396165,Male,74,Yes,Yes,Employed,Suburban,Master,1672984800
39,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,b41cce67-574a-425a-800a-7cc84ff36c51,no_churn,0.043392453,0,no_churn,-0.0174093971476213,0.0694167541689785,0.035188222120978,-0.0713149247728142,0.0198677717729879,-0.103885062808931,-0.0097949479179442,-0.0110945645949323,Female,63,Yes,No,Retired,Urban,College,1672984800
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dc8391f5-48fc-465e-9294-ee0c0e3aa461,no_churn,0.17944747,0,no_churn,0.11891481402391,-0.0125749206756154,0.0192074350852817,0.0227473597103744,0.0865861339436833,0.107133266943119,-0.01251844476541,0.011478208266235,Male,52,Yes,No,Employed,Suburban,Bachelor,1672984800
9,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,ad1224f0-38fa-4ead-a95b-6a37a9ff6074,churn,0.714953,1,churn,0.13043058487021,-0.0015231433145527,0.0264323744290868,-0.0416819299048438,0.110959595981531,0.136448185739755,0.0828170258863792,0.0783411581771179,Male,36,No,Yes,Employed,Suburban,High School or Below,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ba914264-7423-40f1-9e19-be27291c73a5,churn,0.606315,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,45,No,No,Employed,Urban,College,1672984800
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a9f9397a-a92d-4e91-a79d-0c00e0728b67,churn,0.6215117,1,churn,-0.0511806382992381,-0.0032275398499223,0.0874679698355885,-0.014083732944764,0.0408034144188604,0.0488662635324271,-0.0035765168416219,0.0249522527094995,Male,72,Yes,No,Employed,Suburban,College,1672984800
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,80930b46-c2d5-463d-a216-5caa818992cf,no_churn,0.0630312859999999,0,no_churn,-0.0521925794888557,-0.0099281934980717,-0.0222958712387116,-0.108020845381943,0.0169476634673083,0.0470759123501557,-0.0659991354084195,-0.0746131042189517,Male,27,No,Yes,Employed,Suburban,High School or Below,1672984800
34,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0388e978-4a5e-4e01-a9d0-8001d15c4d57,no_churn,0.08011487,0,no_churn,-0.0830544133567673,-0.0064576451723587,-0.0101011566202396,-0.0709073698051543,-0.0372992577285731,0.0423091456833844,-0.0253184526155928,-0.018197001614917,Female,53,No,No,Retired,Suburban,College,1672984800
37,Yes,Yes,Low Speed,Phone_Support,One year,100hrs+,Active,6c70c3da-02e6-479e-aa97-457a92a121f2,no_churn,0.0968424,0,no_churn,-0.057551787076045,-0.0016057722289042,0.0254072695579543,-0.0167971766611117,-0.0148020716525843,-0.149456573824727,0.0943665302369299,0.0814134296076554,Male,68,No,Yes,Unemployed,Urban,Master,1672984800
53,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,ee321b36-d007-4e6d-b13e-ed80d8d7dc80,churn,0.24167404,1,churn,-0.18820344894958,-0.0029697703447163,-0.0345344077490699,-0.163211892994468,0.0381105259163086,0.0398055265453149,0.0454527059411702,0.0565246081856093,Female,39,Yes,Yes,Unemployed,Urban,College,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d0b1ab3c-9f87-4b1e-a29d-b62bc6cf46d4,no_churn,0.78337675,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,24,No,No,Employed,Suburban,Bachelor,1672984800
2,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,ae4bf694-bb45-4b01-ab80-9f7e9ff1a69d,churn,0.55862325,1,churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Male,80,No,No,Employed,Urban,College,1672984800
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,41c083f7-1853-4895-95fe-e3aecd3d3fe4,churn,0.7709988,1,churn,-0.0216562456480096,-0.0028054447191789,-0.0764298436422814,-0.0760931374411666,0.0445741120611819,0.0534676959013449,-0.0733147411143363,-0.026768548151158,Female,79,No,Yes,Employed,Suburban,College,1672984800
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,517dcd97-8db6-48c4-be96-8fe0012ef45a,no_churn,0.4585831,0,no_churn,-0.136705176864998,-0.0052797185230519,0.0177948445029869,0.0416539186016416,0.112566461485312,0.0483631735388371,0.0565644851707838,0.0853491939530067,Male,47,No,No,Unemployed,Suburban,Master,1672984800
28,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,4c3ab946-ccbe-457d-9bc3-def1bc38add0,no_churn,0.07653156,0,no_churn,-0.059445941685899,-0.0051632453768434,-0.022146082102954,-0.0281616867052434,0.0114889064484759,-0.0782580114228403,-0.0443197466848869,-0.0430203461751716,Male,52,Yes,Yes,Disabled,Suburban,College,1672984800
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,7aee3cc3-f50f-4ebc-bb55-b1a0e830367c,no_churn,0.497527,0,no_churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Male,67,Yes,Yes,Employed,Suburban,College,1672984800
24,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,efd16c21-ab07-49f2-b9bc-1fd3c56d087c,no_churn,0.05118581,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Female,69,Yes,Yes,Employed,Suburban,Bachelor,1672984800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3330280f-388a-455e-b299-0db0c81a9f2d,churn,0.7472169,1,churn,-0.0785322365995762,-0.0045719854190065,-0.0348805200211245,-0.0845258663719141,-0.0196557087729161,0.0814355274586341,-0.0847503355563731,0.0231216370339461,Male,37,No,No,Employed,Rural,High School or Below,1672984800
39,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,33ea3043-f244-440b-b22c-a132fae77800,no_churn,0.043392453,0,no_churn,-0.0174093971476213,0.0694167541689785,0.035188222120978,-0.0713149247728142,0.0198677717729879,-0.103885062808931,-0.0097949479179442,-0.0110945645949323,Female,56,No,Yes,Employed,Urban,Bachelor,1672984800
18,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,601ace65-0460-4dc2-abf2-83eb71b15892,churn,0.5536979,1,churn,-0.111343400364531,0.0354018776885459,0.0093455852217357,-0.134791862710863,-0.0040543971701481,0.0473406038918892,-0.0372744829598741,-0.0536500752977826,Male,63,No,Yes,Unemployed,Suburban,College,1672984800
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f1b309b3-46b1-45e8-baeb-904722ee4527,churn,0.30243254,1,churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Female,44,No,No,Employed,Rural,College,1672984800
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,83cdd630-b070-4738-bf19-992c4f8f06e0,churn,0.4581515,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,30,No,Yes,Unemployed,Suburban,Bachelor,1672984800
62,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,4559983f-8ad5-48f2-9948-035ccaadbd90,no_churn,0.014566055,0,no_churn,-0.118064359243235,-0.0071735099785655,-0.0118352203818903,-0.014349061227258,-0.109049994029538,0.0253522602758676,-0.021133534896744,-0.0027727305149892,Female,70,Yes,No,Employed,Urban,Master,1672984800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,52bc3d12-0c28-4b2f-8e37-c87c735d3017,no_churn,0.29849,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,47,No,No,Employed,Suburban,High School or Below,1672984800
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,16bb107b-f046-473a-8487-9019e06d4313,churn,0.31984523,1,churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Male,36,Yes,Yes,Employed,Rural,College,1672984800
66,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,713fa249-1964-4517-9db4-8e3f7f4fde3f,no_churn,0.02424028,0,no_churn,-0.0310207690306378,-0.0007911193795189,-0.0276010638873231,0.0609228307848025,0.127087762708761,0.0980444703959074,0.0740943399485513,0.0950707306747062,Female,69,No,No,Employed,Suburban,High School or Below,1672984800
59,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,64930f71-962c-445e-908f-3ae8b408af1c,no_churn,0.0520984529999999,0,no_churn,-0.101039648517681,-0.007034652096845,-0.0297654155819509,-0.0377678695698523,-0.0335070286961672,0.0331542823417112,-0.0302287672839429,-0.0128370527090191,Male,45,No,No,Employed,Suburban,High School or Below,1672984800
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,c642356f-6dee-4fcd-ba97-5049ceeb3a96,no_churn,0.0165840069999999,0,no_churn,-0.176740206190866,-0.0043397714283401,0.0099042771062977,0.0539161438201335,-0.0197141313108068,0.0468724706610873,-0.0028442870448088,-0.0260806476239577,Female,49,No,Yes,Unemployed,Suburban,College,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,357b6f37-5289-4238-b0d0-af6d6fad3646,churn,0.87662786,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,36,No,Yes,Unemployed,Rural,College,1672984800
48,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7253b279-6542-4272-9611-bd437fb06947,no_churn,0.03612767,0,no_churn,-0.0835180730372758,-0.0039933218943042,-0.0751628059037557,-0.0423562605908409,0.0340063818180442,0.0466385648457526,-0.0335115223017692,-0.0554148280856861,Female,57,No,No,Unemployed,Urban,College,1672984800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,824d7c8e-d3e2-4543-b256-95bda54b70da,churn,0.77114403,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,74,No,No,Disabled,Suburban,Bachelor,1672984800
48,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b553cc7e-7c2b-496d-a739-6aa55886568b,no_churn,0.1723252,0,no_churn,-0.135246084877117,-0.0050073140827225,-0.0092130781421201,0.0176541340817857,0.0545900118078407,0.0431438661525135,-0.0050764082894602,0.0801287224355473,Female,67,No,Yes,Unemployed,Suburban,College,1672984800
65,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,47b33b96-e2c2-4f2c-b869-d81005361f3b,no_churn,0.02594787,0,no_churn,-0.0415552744496108,-0.0031127155742433,0.0008711277740076,-0.0326663089256362,-0.0010275570329577,0.050632077252867,-0.0180805965778108,-0.0140869054824725,Female,39,No,Yes,Medical Leave,Urban,College,1672984800
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,6ce198cc-6880-49df-ad04-963d85fa1dc3,churn,0.6043612,1,churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Female,67,No,No,Employed,Suburban,Bachelor,1672984800
49,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,de16e4a0-1aac-475c-8ea0-6a8bd14384c4,no_churn,0.1102091,0,no_churn,-0.0817088769690781,-0.0031140833630524,0.045012589830294,-0.145703520647512,0.0035178132851069,0.0600707329376928,-0.0263722747852443,-0.0562840879488885,Male,49,Yes,Yes,Employed,Suburban,College,1672984800
5,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e9b89348-e368-42bb-aaa7-6bc0e496717f,no_churn,0.13284056,0,no_churn,0.111536597842542,-0.0041730244079917,0.0061761819504499,-0.156543271167075,0.0564687800163847,0.0978973012203278,-0.0564420405805867,-0.0577129094225983,Male,78,No,Yes,Unemployed,Suburban,Bachelor,1672984800
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8f94cd15-dd44-43b1-b2e3-995e673b27cb,churn,0.31984523,1,churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Male,74,Yes,No,Employed,Rural,Bachelor,1672984800
2,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,63ab306f-ab82-4316-a01b-d587997109b6,churn,0.55862325,1,churn,0.172260026797831,-0.0071920983192285,-0.0503846098555641,0.047243182063421,0.0488366355667221,0.126232223198149,0.0531533477367884,0.0991584772765054,Female,74,No,Yes,Employed,Urban,High School or Below,1672984800
70,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,c6d02d2f-63bd-4ae2-bb71-b29a1efe0555,no_churn,0.08798581,0,no_churn,-0.15674482595582,-0.0008393738305767,-0.0199073231567945,-0.0429445945350835,0.0305458262494721,0.0356857640671296,-0.0196462203605915,0.0531579288459215,Female,80,No,No,Employed,Suburban,High School or Below,1672984800
13,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,126c4a55-8c24-41ad-b25b-6fe2fc66df01,no_churn,0.024172673,0,no_churn,-0.0178140200455527,-0.0187674522543238,-0.108693351608126,-0.0727052824979546,0.0137763469786477,0.0546583069186635,-0.0498598005484746,-0.0696208965484766,Female,43,Yes,No,Unemployed,Suburban,Doctor,1672984800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7811f5e1-13e4-4ce2-a871-aabd824a5771,no_churn,0.48648766,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,75,No,No,Employed,Rural,High School or Below,1672984800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2db0f9f7-0d50-40fd-a70a-d27a6ed29a6d,no_churn,0.20489267,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,37,No,Yes,Employed,Suburban,Bachelor,1672984800
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,69a62a53-ce9a-48c7-9d88-7c2bc44129c7,no_churn,0.015883673,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,32,No,No,Employed,Suburban,High School or Below,1672984800
13,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b3d13033-af4f-4b5b-bbbb-ed4e24c1418b,no_churn,0.036833696,0,no_churn,-0.0357040439900447,-0.0060194117136597,0.0514723556250373,-0.107232899270375,0.0173975317330587,0.0827670513118664,-0.0648426631323491,-0.0661974044102498,Female,60,Yes,Yes,Retired,Rural,High School or Below,1672984800
48,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,3d1a9abe-1d30-4037-a4a9-6dc869283e66,no_churn,0.03612767,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Male,66,Yes,No,Medical Leave,Suburban,College,1672984800
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,35ab41d5-5c41-414a-8d39-b50c343f5826,no_churn,0.4585831,0,no_churn,-0.136705176864998,-0.0052797185230519,0.0177948445029869,0.0416539186016416,0.112566461485312,0.0483631735388371,0.0565644851707838,0.0853491939530067,Female,52,No,No,Employed,Suburban,College,1672984800
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,d0911ff2-aaef-4946-9952-07662c669697,no_churn,0.12464742,0,no_churn,-0.0764647389549372,-0.003067305404711,0.0070278185903862,-0.0383474518266666,-0.0467885137297162,-0.157473594948497,0.0202341398737371,0.0258534935440002,Female,58,No,Yes,Unemployed,Urban,High School or Below,1672984800
67,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a21a3490-030b-410e-bb72-6d9b288c564a,no_churn,0.016875353,0,no_churn,-0.0816284024898959,-0.0037351586608383,-0.0174426527559262,-0.0300861661190901,-0.0090777863302719,0.0451689054147027,-0.0401967572819012,-0.0520281333821731,Male,67,Yes,No,Employed,Suburban,Master,1672984800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5095bdd9-dae7-4294-b990-9b640258f1ae,no_churn,0.55496436,0,no_churn,0.0434781019522233,-0.0031665302224428,-0.0580223315558214,0.0433276157961699,-0.0075865207820606,0.0493950871059132,0.0296247897417561,0.061423640521516,Male,51,No,Yes,Disabled,Suburban,Bachelor,1672984800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3ee7a7f9-e5e9-4ba9-ba0f-63058f98eaef,churn,0.5657151,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,49,No,No,Employed,Suburban,High School or Below,1672984800
14,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9c3edced-f3b0-4cc8-b01f-66687bb8bcf2,churn,0.22419943,1,churn,0.109866867955234,-0.0085841232106486,0.0956853361702269,0.031355714506426,-0.000964307655131,0.102964217532617,-0.0082968042303036,-0.0086272186318637,Male,38,No,Yes,Unemployed,Urban,College,1672984800
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e98c4671-2636-40ed-b3c6-3a2ed80a291f,churn,0.30243254,1,churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Female,72,No,Yes,Unemployed,Suburban,College,1672984800
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,9a025085-db69-42ac-9554-d3481cbc9ecf,churn,0.6043612,1,churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Male,21,No,Yes,Employed,Rural,College,1672984800
54,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,49649d13-41d6-4f1b-8f93-24252a81e298,no_churn,0.023075147,0,no_churn,-0.119754415807538,-0.0073677068899587,0.0084901244579532,-0.0602043010151192,-0.0361277557374842,0.0256941058071061,-0.0182838806942345,-0.0381389887685236,Female,30,No,No,Unemployed,Suburban,High School or Below,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,<50hrs,Active,a3c1eb7e-ad6e-414a-9f29-96a243285204,no_churn,0.014940915,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Female,67,Yes,No,Employed,Suburban,High School or Below,1672984800
71,No,No phone service,High Speed,In_Store_Support,Two year,0hrs,Disabled,6aec4f55-45c6-47dd-8205-5bf07be757f7,no_churn,0.009995511,0,no_churn,-0.0780851226862205,0.0048211159470974,-0.0042332754201902,-0.0187100275491275,-0.0286169474175358,-0.120785762702112,-0.0110402697345807,-0.0123758627834422,Female,76,Yes,No,Employed,Rural,High School or Below,1672984800
69,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,5cf4bbef-1fd4-4579-b7e2-1f23e588c339,churn,0.2938676,1,churn,-0.0501904403494063,-0.0018768356239479,0.105864143997883,0.0189351732662044,0.0655691007099267,0.124952469478417,0.0748762620712841,0.0751574762091877,Male,40,No,Yes,Unemployed,Suburban,College,1672984800
42,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,6c4028ab-ebc6-4371-af2d-94cad13eb566,no_churn,0.01287527,0,no_churn,-0.019104603355272,-0.0039878958398549,-0.0109766007912094,-0.052667406565215,-0.0299905484769169,-0.121599487570893,-0.0149515673786754,-0.0157480430405394,Male,73,Yes,No,Employed,Suburban,College,1672984800
63,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,68d9e958-7541-40ea-a9c6-affef6370162,no_churn,0.07340825,0,no_churn,-0.0582775910955297,-0.0016804577418224,0.0160611329807306,0.0873649708998073,0.123843637316913,0.0878357444140601,0.077916393957912,0.0879100232291421,Male,79,No,No,Employed,Suburban,College,1672984800
36,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,8793139c-5db9-443f-96a4-f2499c1be668,no_churn,0.03746658,0,no_churn,-0.0484636327709722,-0.0064857886154459,-0.0015682678845996,-0.0437807145147371,0.0085129926523632,-0.103644562829891,-0.0254517128498628,-0.0398111314305606,Male,53,No,Yes,Unemployed,Urban,Master,1672984800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e47a6498-cdbe-4f2d-a427-969a091e42ce,churn,0.78804106,1,churn,0.224490676868691,-0.0029611367358847,0.0635780656628639,0.0616107657645079,0.116246933814546,0.149251646697421,0.0607300732909698,0.0580268317712579,Female,38,No,Yes,Unemployed,Suburban,Bachelor,1672984800
53,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3a179b82-7f39-4fd2-8762-4c29cc91eaaa,churn,0.24167404,1,churn,-0.18820344894958,-0.0029697703447163,-0.0345344077490699,-0.163211892994468,0.0381105259163086,0.0398055265453149,0.0454527059411702,0.0565246081856093,Male,36,No,No,Employed,Suburban,Bachelor,1672984800
69,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bf86fdcb-f5a7-4a49-aa96-6ab2acada41f,no_churn,0.012664765,0,no_churn,-0.0396616708114197,-0.0032873243857238,-0.0887963857707154,-0.0131000447046335,-0.0163940602680986,0.0508221552334725,-0.0127971025552506,-0.0358117173186747,Male,61,Yes,No,Employed,Urban,College,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,99d213b7-dfe8-4688-96ed-90979c14ba9d,no_churn,0.03506168,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,65,No,No,Employed,Suburban,College,1672984800
43,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,5a341f5e-34da-4964-9249-54529e010e14,no_churn,0.09701782,0,no_churn,-0.1262234601776,0.0116428417395104,-0.0149902033737976,-0.019332189131494,0.0397988960679413,0.0823482921238246,0.0261699377500372,0.0565597340465774,Female,67,No,No,Disabled,Suburban,College,1672984800
62,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca9ee0ad-b514-4cfe-bab5-0ef721c77d58,no_churn,0.009425403,0,no_churn,-0.048530728407195,-0.0033002663849902,-0.0979877652973891,0.0070379012130706,0.0043606777242212,0.0507677111597513,-0.0153790015753293,-0.0259946789537843,Male,26,No,Yes,Unemployed,Urban,Bachelor,1672984800
16,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1688d120-7dd0-4b0f-8389-8067f18e27c6,no_churn,0.125893,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Male,38,No,No,Employed,Suburban,High School or Below,1672984800
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,64eacd7d-ab13-429e-9518-aed6cbd1c56c,churn,0.7790292,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,54,Yes,No,Disabled,Suburban,College,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,50fd28dc-accb-4f48-8d61-d519df411da9,churn,0.87906355,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,51,No,Yes,Employed,Urban,College,1672984800
70,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,92da1eaf-240c-4a9c-a9e2-2d9519831a6c,no_churn,0.07935164,0,no_churn,-0.198117114387169,-0.0066997039658963,0.0120646872762836,0.0424140772871578,-0.0652165101198716,0.0051890082264617,0.0119693519549127,0.0393700507360517,Female,73,No,Yes,Unemployed,Suburban,College,1672984800
43,No,No phone service,High Speed,Phone_Support,One year,<80hrs,Active,ead9bbcc-03bc-4fc7-9f5c-5981fc4987b6,no_churn,0.09701782,0,no_churn,-0.0903308805005713,0.0045481132496411,-0.0021280468735881,-0.0411871864674662,0.0269990757516188,-0.130727730672452,-0.0031703646118876,0.0269708702741854,Male,76,No,No,Unemployed,Rural,High School or Below,1672984800
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2a46337f-af55-47c0-81a1-b32994cef88e,churn,0.4581515,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Female,67,No,No,Retired,Suburban,High School or Below,1672984800
34,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,5ddf235f-8291-4a79-bcd6-24df0e712baf,churn,0.3613212,1,churn,0.0056068243810386,-0.0022314489122436,0.0688161091813344,0.0745898864322589,0.110339179495722,0.0957447506854441,0.0765595238376136,0.100168081186221,Male,38,No,No,Employed,Rural,College,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,1eedd77c-bc66-4da4-903f-b58ffab9c846,no_churn,0.03506168,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Female,23,No,Yes,Employed,Suburban,Bachelor,1672984800
50,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,5a4f994d-201d-4091-8575-e572b6e87302,no_churn,0.013619184,0,no_churn,-0.0569398617662955,-0.0017630364482101,0.0063561393500094,-0.034745264715475,0.0519739616124206,-0.243109950658481,0.0371667454433645,0.0420351143114021,Female,24,Yes,Yes,Employed,Suburban,Bachelor,1672984800
13,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5961427d-3b6b-42bb-8a1e-58a441d8ac1e,no_churn,0.036833696,0,no_churn,-0.0357040439900447,-0.0060194117136597,0.0514723556250373,-0.107232899270375,0.0173975317330587,0.0827670513118664,-0.0648426631323491,-0.0661974044102498,Female,75,No,Yes,Unemployed,Suburban,Bachelor,1672984800
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,157b29e7-fa10-4474-8965-f95644570c1b,churn,0.6063415,1,churn,0.106091735144782,-0.003801415226826,-0.0220608888188871,0.0192226296612079,0.0938570357036405,0.105877300715583,0.191928093138085,0.123145079010537,Male,27,No,No,Unemployed,Suburban,High School or Below,1672984800
24,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3daeff7a-df80-4b92-af31-ba340f3afb7c,no_churn,0.07252895,0,no_churn,-0.126032628337416,-0.0160193144711411,-0.0277805799768793,-0.0122021607425267,-0.0722321858575378,0.038195388220256,-0.0257658546339916,-0.0271888151566418,Male,33,Yes,No,Unemployed,Suburban,College,1672984800
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fb424d20-4a7f-42c1-96a6-db5d16de6d68,churn,0.6063415,1,churn,0.106091735144782,-0.003801415226826,-0.0220608888188871,0.0192226296612079,0.0938570357036405,0.105877300715583,0.191928093138085,0.123145079010537,Male,43,No,No,Retired,Suburban,College,1672984800
23,Yes,No,High Speed,Phone_Support,One year,<80hrs,Active,09f79e1c-1826-4450-acdb-d1e708d94c39,no_churn,0.06705074,0,no_churn,-0.0802149317848943,-0.0060506350035575,-0.0382567269072569,-0.0091297254901564,0.0407048502592988,-0.0561408750118471,0.0030890195216943,0.0494728735597436,Male,69,No,Yes,Unemployed,Urban,High School or Below,1672984800
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,a78948bb-e3bd-4002-a588-52272566db84,churn,0.6043612,1,churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Female,29,No,Yes,Unemployed,Rural,High School or Below,1672984800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e7e9dc4d-35d8-4989-bf75-79548aa4d0cd,no_churn,0.70021826,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Male,45,No,Yes,Employed,Suburban,Bachelor,1672984800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,20522447-a920-483e-8281-1eb6c123cb18,churn,0.5691029,1,churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,24,No,Yes,Employed,Suburban,High School or Below,1672984800
41,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a8727d9d-7ec8-45ee-9f90-a320578a5f8a,no_churn,0.051818598,0,no_churn,-0.0749747416707123,-0.0094204250396433,-0.0076472596240455,-0.0361059162027959,-0.0840031695899506,0.0349961599790822,-0.0492680121917146,-0.0359361205784443,Male,27,No,Yes,Unemployed,Suburban,Bachelor,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,<80hrs,Active,e192dabf-0260-4fb7-941d-541fafb52e8f,no_churn,0.06451487,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Female,54,Yes,No,Employed,Suburban,High School or Below,1672984800
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e1c32d3-ca94-4f30-aa9c-ac41fcb0da31,no_churn,0.32205853,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,29,No,No,Employed,Suburban,College,1672984800
4,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6f4b8975-f1a1-4bd4-b188-a79ed572eaaf,churn,0.80585575,1,churn,0.210932291583767,0.0022644152132124,0.0148021981510828,-0.0346405667107137,0.12523186858889,0.154385340539156,0.0922587212521102,0.115739580888367,Female,36,No,No,Disabled,Rural,Doctor,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8462ff00-8fbf-42cd-8c95-45c0e802681f,no_churn,0.012203056,0,no_churn,-0.255932092703333,-0.0040986932420901,0.0180479409229928,0.0166038463002723,0.0001596799833987,0.0552378610562345,-0.0098118882132757,-0.0579580784078007,Female,33,No,Yes,Employed,Suburban,Bachelor,1672984800
16,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,d0c9cefd-63f2-4604-97ea-aaab33ff4d63,no_churn,0.12986745,0,no_churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Female,33,No,Yes,Unemployed,Suburban,High School or Below,1672984800
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,100hrs+,Active,5a3ebe06-0c0c-43df-b0a5-8e394205ceda,no_churn,0.12464742,0,no_churn,-0.0764647389549372,-0.003067305404711,0.0070278185903862,-0.0383474518266666,-0.0467885137297162,-0.157473594948497,0.0202341398737371,0.0258534935440002,Female,58,No,Yes,Employed,Suburban,College,1672984800
66,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7c7e6d9d-03d3-4eb8-a880-7f2761f82d58,no_churn,0.08650784,0,no_churn,0.0388624520388611,-0.0017016445719309,0.142707523978606,0.131208334491057,0.0999981675719664,0.132957771469569,0.0228461054062972,0.02653164923051,Male,20,No,No,Employed,Urban,Master,1672984800
66,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,67c5f31d-9a14-420d-8125-59606f43878a,no_churn,0.02424028,0,no_churn,-0.0310207690306378,-0.0007911193795189,-0.0276010638873231,0.0609228307848025,0.127087762708761,0.0980444703959074,0.0740943399485513,0.0950707306747062,Female,36,Yes,Yes,Retired,Suburban,High School or Below,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,de2631e9-9e61-4851-abc0-ce6ec1293aa1,churn,0.31449354,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,59,Yes,Yes,Employed,Suburban,High School or Below,1672984800
52,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,665672fc-cd88-42e5-8c53-53960b8e8d5d,no_churn,0.01805594,0,no_churn,-0.109283309642342,0.0959881951986062,0.0483077033894187,0.0560630290064182,0.0218981893545606,0.0813227808414012,-0.0083255823859508,0.0050028489800752,Female,49,Yes,No,Unemployed,Rural,Bachelor,1672984800
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8f6aaeab-d4cf-44ef-b456-69346ac34b73,no_churn,0.01287527,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Male,29,No,Yes,Medical Leave,Urban,Bachelor,1672984800
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b96ffe75-45da-47fc-9fe4-67d8a8cd2bfd,churn,0.73158073,1,churn,0.235255003370965,-0.0023770807496475,-0.0493925587612102,0.129346825355442,0.0393537944316176,0.12634812666859,0.0292696369049281,0.0559918953305987,Male,71,No,No,Employed,Suburban,College,1672984800
5,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2a9504bd-8403-4232-ae28-ece5cae98a28,no_churn,0.3156363,0,no_churn,0.162232265126113,0.121038840248748,0.0365282812021723,0.0127064038924072,-0.0294949760668896,0.115663921715795,-0.022834819258378,0.0018395709036758,Male,41,No,Yes,Employed,Urban,College,1672984800
41,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5f54f89d-6692-4a8b-a979-b5fa81aa1053,no_churn,0.051818598,0,no_churn,-0.0749747416707123,-0.0094204250396433,-0.0076472596240455,-0.0361059162027959,-0.0840031695899506,0.0349961599790822,-0.0492680121917146,-0.0359361205784443,Female,44,No,No,Employed,Suburban,High School or Below,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8db93377-d039-4325-97e2-50f53ecee61a,churn,0.87662786,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,65,Yes,Yes,Employed,Suburban,College,1672984800
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ffba3bc1-68b1-4ff9-bd7a-49c568ec1430,churn,0.65815663,1,churn,-0.0587700658142966,-0.0065750861190826,-0.151029571059771,0.0115707922488763,0.0605548853483014,0.0600206594482551,-0.0425820425256097,-0.0022157235707891,Male,49,Yes,Yes,Employed,Suburban,Bachelor,1672984800
12,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,45f15105-1fb6-4a7b-aada-ca435d8623ae,churn,0.24937014,1,churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,20,No,No,Employed,Suburban,College,1672984800
22,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,375214b5-b6f4-468f-b2df-9ac265b533c1,no_churn,0.31951043,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,35,No,No,Medical Leave,Suburban,College,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c199b3c4-abe6-47a2-845d-56e34c26ba3e,churn,0.81440353,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Female,35,No,Yes,Retired,Suburban,Bachelor,1672984800
70,Yes,No,Medium Speed,Phone_Support,One year,<80hrs,Active,4346ee76-0a0c-4617-8ad6-5b7beeab596b,no_churn,0.08798581,0,no_churn,-0.0578112313520523,7.32217004042468e-05,0.0258885539005132,0.0606463567287664,0.0613097888611991,-0.0256379346551784,0.0607317177150162,0.0757733805333009,Female,43,No,Yes,Employed,Suburban,Bachelor,1672984800
39,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,9b9f8147-9e87-4f39-8a58-b9bcd948bc58,no_churn,0.043392453,0,no_churn,0.0229899312829366,0.103538147473264,0.047109229109028,-0.174093995862349,0.0330232823062942,0.078632462105088,-0.0113468138453026,-0.0155450604890756,Female,39,Yes,Yes,Employed,Urban,Bachelor,1672984800
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,97438831-add8-4c34-bc57-c0178b8f5ce2,no_churn,0.07049814,0,no_churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Male,53,No,No,Unemployed,Suburban,Doctor,1672984800
34,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8c48115c-e086-440a-b0c9-0e961add1eef,no_churn,0.06333954,0,no_churn,-0.0713431824367671,-0.0084943687829945,0.0095194274864661,-0.0405787823675928,-0.071090124877619,0.0250323750305233,-0.0424154746636486,-0.0204258615274738,Female,64,No,Yes,Medical Leave,Suburban,College,1672984800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5eda758-7dc0-4243-b294-c24d6c63fe1e,no_churn,0.70021826,0,no_churn,0.0083118535365065,-0.0063545643729048,0.0129144674019335,0.120566583237533,-0.0115321832656081,0.118270431027699,-0.0197653127546527,-0.0457252702396363,Female,66,Yes,Yes,Unemployed,Rural,High School or Below,1672984800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1d6c0717-5e16-4cf9-91d7-6adc0e19da1b,churn,0.7472169,1,churn,-0.0785322365995762,-0.0045719854190065,-0.0348805200211245,-0.0845258663719141,-0.0196557087729161,0.0814355274586341,-0.0847503355563731,0.0231216370339461,Male,74,No,No,Employed,Suburban,Master,1672984800
11,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,ea3f30f9-5817-41c8-8723-a1ceb00bce2b,churn,0.33506954,1,churn,0.0456696757530335,-0.0031988398627436,-0.0242351554850847,-0.0787836567091289,0.103231116268325,0.0836129680181875,-0.0247341280545515,0.0224475864809028,Female,28,Yes,No,Employed,Urban,Bachelor,1672984800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9512bea3-8b10-49af-8abc-4e94926b5f25,churn,0.77114403,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,65,Yes,Yes,Employed,Suburban,High School or Below,1672984800
61,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d7be2bbf-6fba-4d2c-80ae-2f09a499dfff,no_churn,0.016740166,0,no_churn,-0.0168193427764254,-0.000807877989082,0.0211473131766251,-0.0017739832594816,0.0397298722787491,0.069670412505884,-0.0086802863535012,-0.0014922596558426,Male,30,Yes,No,Unemployed,Suburban,College,1672984800
65,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,cd3f2491-67e8-45e8-8e50-2be26310bb26,no_churn,0.24632084,0,no_churn,-0.0919641968016822,-0.0009844653219624,0.0192978273404332,0.0145094469243395,0.044916652147549,0.0702869944783196,0.043012832016393,0.0852320913425137,Female,45,No,Yes,Unemployed,Suburban,Bachelor,1672984800
65,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,0070367b-de6f-43d7-a910-bfc66e158183,no_churn,0.014107736,0,no_churn,-0.128552013951085,-0.0460616397498324,-0.0479247306459228,-0.034451070083337,0.0513560415059055,0.057210356042724,0.0538894135379814,0.0595074931218368,Male,55,No,No,Employed,Suburban,College,1672984800
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d0dc4ec8-1b69-4579-8904-dba193940d09,no_churn,0.32205853,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,52,No,Yes,Employed,Suburban,College,1672984800
16,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f3b2a76-138d-447d-b0b3-dbe467c70cba,no_churn,0.125893,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Female,63,No,No,Employed,Suburban,College,1672984800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f607afcd-a4da-408b-b23a-a5a03783ff1b,churn,0.34087855,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Female,37,Yes,Yes,Employed,Suburban,College,1672984800
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,71004429-b952-4a52-9212-38d2de4fc753,churn,0.6043612,1,churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Female,54,Yes,Yes,Employed,Suburban,Bachelor,1672984800
34,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,24e136d2-16ae-4659-a933-9670e9296bb5,no_churn,0.06333954,0,no_churn,-0.0713431824367671,-0.0084943687829945,0.0095194274864661,-0.0405787823675928,-0.071090124877619,0.0250323750305233,-0.0424154746636486,-0.0204258615274738,Male,28,Yes,Yes,Employed,Urban,High School or Below,1672984800
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,550ee44a-d160-4438-9596-fd1c0fb70815,churn,0.31984523,1,churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,54,Yes,No,Employed,Rural,College,1672984800
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b760e649-88bc-4c9d-ba0d-d82adaa4f160,no_churn,0.26566446,0,no_churn,0.0676317867393993,0.111980864517037,0.0622253797790097,0.0362397011933046,0.068206705333406,0.164520680149492,0.0918140830060963,0.038354664654953,Female,54,No,No,Employed,Rural,Bachelor,1672984800
47,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,5a7b63e6-2964-467c-b72f-13be79b49c36,no_churn,0.05230084,0,no_churn,-0.0313619895568626,-0.002916500866122,-0.0124127210591541,-0.0145578415287081,-0.0654073428209221,-0.177918193088985,0.0218016769833502,0.0237467595712223,Female,32,No,Yes,Employed,Suburban,High School or Below,1672984800
59,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8ec588ef-7918-44d1-a077-a01d19ce1263,no_churn,0.009759851,0,no_churn,-0.0665061167044859,-0.0010622197002885,0.0666658808242937,0.0569493627897645,0.0799845793820532,0.0845779391039741,-0.0283974761346689,-0.0072380998365406,Female,64,Yes,No,Employed,Suburban,High School or Below,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,63f7b598-3fa7-4bd4-9283-a6f7b0fde727,no_churn,0.54872257,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,79,No,No,Unemployed,Urban,Bachelor,1672984800
68,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,81ad0fee-b1ae-42cd-a14e-81454d77b8ae,no_churn,0.019887952,0,no_churn,-0.091000169773315,-0.0038045838214384,-0.0408617406299981,-0.0088985942655745,0.0114034335948872,0.0546079147733416,-0.0347262625559051,-0.0557461483035513,Male,62,No,Yes,Employed,Suburban,Master,1672984800
62,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,9783dc22-9457-4ac6-8614-9ead50523341,no_churn,0.009425403,0,no_churn,-0.0467462194301151,-0.0033362312848294,-0.0183004587135838,-0.0260921129199414,-0.0135770202623643,-0.134223163976494,-0.0127173541621232,-0.0140335919088101,Male,52,No,Yes,Medical Leave,Rural,College,1672984800
38,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,06e8575a-7802-49f6-9f77-3202649f4ceb,no_churn,0.008598581,0,no_churn,-0.0294023001720415,-0.0056319154763514,0.0072447106589606,-0.0234051511559664,0.0154713288104539,-0.168667362016222,-0.0209508478065618,-0.0291391611265498,Female,33,Yes,No,Employed,Suburban,College,1672984800
37,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,067623b2-ff4a-41d6-8faf-04adb1e4638b,churn,0.0968424,0,no_churn,-0.0631406757290005,-0.0034130558025572,0.107474759122706,0.137546588421883,0.0907444509425477,0.126780369407825,0.124926612002964,0.127554806396165,Male,20,Yes,No,Unemployed,Urban,Bachelor,1672984800
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,fd220f2c-05df-44c6-98b8-11f8685d3ac9,no_churn,0.0055496222,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,68,No,Yes,Employed,Suburban,High School or Below,1672984800
66,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,59e7e124-ff04-46d0-9e41-3681be8b59bb,no_churn,0.08650784,0,no_churn,-0.0530697077671402,-0.0029703278436318,0.0338638371436491,0.0260614901616008,0.0022183357723179,-0.234364566308409,-0.014964341079667,-0.0191342037298636,Female,52,No,Yes,Retired,Suburban,Bachelor,1672984800
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5d32c385-0779-4fb8-bec4-929c87fb72da,no_churn,0.3404226,0,no_churn,0.108097735392521,-0.0035882127259174,0.0760476372334324,0.111977974706915,0.0568844440184511,0.158047411588177,0.155539680192678,0.0604671881899412,Female,72,Yes,No,Employed,Suburban,High School or Below,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,69864178-936f-4507-9012-c73b3196aebc,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,80,No,No,Employed,Suburban,College,1672984800
38,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,1bff126f-0041-4f1c-bb1e-f32dccf4b7d0,no_churn,0.007821978,0,no_churn,-0.0236428755425004,-0.0052327248443998,-0.0097648378119902,-0.0665114244491724,0.0045943632326816,-0.104508810464667,-0.026202496768692,-0.0377573465844398,Female,29,No,Yes,Retired,Suburban,College,1672984800
64,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,5a355e4b-276f-4b1a-a709-4afa8e9d7b45,no_churn,0.006856319,0,no_churn,-0.0542032317440316,-0.0030870737203804,-0.0049334502586862,-0.0189212423357275,-0.0041866014843799,-0.126368533317163,-0.0268803727372505,-0.0304456462875532,Male,30,No,No,Unemployed,Suburban,College,1672984800
48,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1fdd1693-9249-442a-9b98-92d9b04c88b2,no_churn,0.027403349,0,no_churn,-0.100159454601744,-0.0054693888317706,-0.0361576631350544,-0.0806067314500069,0.0099448738554019,0.0293563994937903,-0.0400355029034108,-0.0458986834585448,Female,22,Yes,Yes,Unemployed,Suburban,College,1672984800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8911aa8c-4d5f-4990-9a59-326f84d4aa7d,no_churn,0.39455727,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,28,Yes,No,Employed,Rural,Master,1672984800
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fd21b78c-51de-489b-a98f-ccf36681a1e9,no_churn,0.0799723,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Female,68,No,Yes,Employed,Suburban,Bachelor,1672984800
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,f2f7d003-7ae3-4b33-9d62-704c9f6fae1a,no_churn,0.12464742,0,no_churn,-0.094872013016884,-0.0011338401641114,0.0326081842725943,-0.0119389153290012,-0.0549169366400565,0.0764659953506816,0.0471381911615571,0.0476231854027355,Male,48,No,Yes,Unemployed,Suburban,College,1672984800
71,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,93f30ff0-bd3e-464d-a150-0039f30ddca4,no_churn,0.009995511,0,no_churn,-0.134374680873616,-0.0020581623533507,-0.0013665360989944,-0.0158005591500204,-0.0883912791912462,0.0558164151263736,-0.0239220183936322,-0.0189293301779343,Female,44,No,No,Retired,Suburban,College,1672984800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a824ed55-cf6c-473b-929b-d38e49e70d60,no_churn,0.48648766,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,77,No,No,Unemployed,Urban,Bachelor,1672984800
4,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,a712ded3-5c6d-4166-b220-0ff874f22900,no_churn,0.62296814,0,no_churn,0.115399868947277,0.0133427572010759,-0.0046470273700106,-0.131708847516948,-0.0551259848773906,0.0945896773194908,0.0482844052441578,-0.0091610017282255,Male,29,No,Yes,Employed,Suburban,Bachelor,1672984800
5,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d041d498-184e-4c8d-917a-b0ec781b92bf,no_churn,0.3156363,0,no_churn,0.162232265126113,0.121038840248748,0.0365282812021723,0.0127064038924072,-0.0294949760668896,0.115663921715795,-0.022834819258378,0.0018395709036758,Female,42,No,No,Unemployed,Urban,High School or Below,1672984800
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d8d45796-1485-4570-8f2a-9dc30e13431b,churn,0.30243254,1,churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Female,66,No,Yes,Unemployed,Urban,Bachelor,1672984800
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,b57d8d03-498f-41f7-b406-151d938d52eb,churn,0.7860876,1,churn,0.271522209296863,0.124746870434128,0.0389900229016029,0.0012653549676178,-0.0415494683012138,0.168939300938382,0.077766061568891,0.0659601681229423,Male,59,Yes,No,Employed,Suburban,Bachelor,1672984800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e583db23-daac-49dc-881e-e9dc215f6066,churn,0.76821953,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,44,No,Yes,Employed,Urban,High School or Below,1672984800
24,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e81dbbff-2d9c-4730-9c11-0b61434d61e0,no_churn,0.05118581,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Male,42,Yes,Yes,Disabled,Urban,High School or Below,1672984800
42,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,e6dc11d7-b014-45bd-8747-c4f77ddc7844,no_churn,0.01287527,0,no_churn,-0.019104603355272,-0.0039878958398549,-0.0109766007912094,-0.052667406565215,-0.0299905484769169,-0.121599487570893,-0.0149515673786754,-0.0157480430405394,Female,55,No,No,Employed,Suburban,Bachelor,1672984800
72,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,8096812b-bb67-4a18-ab4f-88007e855f62,no_churn,0.08179797,0,no_churn,-0.155010144186735,-0.040669715134436,-0.0263756015083527,-0.0417800527468443,0.0492926232780791,0.0653931591602213,0.0491982187111352,0.0609253616712339,Male,68,No,Yes,Employed,Urban,College,1672984800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b5b4da3b-524b-4950-be9e-e0b05cd0ff38,churn,0.9076951,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,80,Yes,No,Medical Leave,Suburban,High School or Below,1672984800
39,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,35b6acd8-603e-49b2-b662-4d22ad395f5e,no_churn,0.223504,0,no_churn,-0.0545662009127863,-0.0025697088318884,0.0108243692849009,0.0436911892488205,-0.059999623582662,-0.0727181831993402,-0.0199299270858682,-0.0237580671892828,Male,74,Yes,No,Employed,Suburban,Bachelor,1672984800
36,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b9b3e818-e117-4ea8-abec-08fac5bf24ec,no_churn,0.03746658,0,no_churn,-0.058385994985856,-0.0089254334538782,0.0151298671047334,-0.111422414900699,0.0318511070074691,0.063581129600243,-0.0492551277909296,-0.0707659505399169,Male,76,No,No,Unemployed,Suburban,High School or Below,1672984800
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8051576b-3a1c-4bb6-a7a5-b0b5b5aeb2a1,no_churn,0.17944747,0,no_churn,0.11891481402391,-0.0125749206756154,0.0192074350852817,0.0227473597103744,0.0865861339436833,0.107133266943119,-0.01251844476541,0.011478208266235,Male,71,No,Yes,Employed,Rural,High School or Below,1672984800
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,40a14fef-4c8d-4199-a64b-5b0dbfce284b,churn,0.7709988,1,churn,-0.0216562456480096,-0.0028054447191789,-0.0764298436422814,-0.0760931374411666,0.0445741120611819,0.0534676959013449,-0.0733147411143363,-0.026768548151158,Female,36,No,No,Employed,Urban,High School or Below,1672984800
8,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,7678e0f3-efdd-424e-8307-c7914715f031,churn,0.8496336,1,churn,0.137630201846941,-0.0005339155352885,-0.0057428529153548,-0.0704275079589115,0.0769118825269652,0.14523327306928,0.135908939334186,0.12027954438292,Female,78,No,No,Unemployed,Suburban,Master,1672984800
12,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,dbef1323-c357-4617-8985-7c8dfd334f0a,churn,0.24937014,1,churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,72,No,No,Employed,Suburban,High School or Below,1672984800
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a3f8a8a1-385d-416c-aec6-87f203686749,no_churn,0.39776683,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Male,56,No,No,Employed,Urban,College,1672984800
19,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c17046c9-2c46-457a-ad55-ccc6c2fa4412,churn,0.5606092,1,churn,-0.116211055652484,0.0412183129746608,0.0069015453310612,-0.0920808685464726,0.0305844323574638,0.059225022661044,-0.0548220470812384,-0.0638414938505411,Female,64,No,No,Unemployed,Rural,Bachelor,1672984800
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5ca0b44d-53af-4c11-8e01-f713a7e176b9,churn,0.7790292,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Male,57,No,No,Employed,Suburban,College,1672984800
2,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,86a20897-b516-4ff8-ac99-222e791e4d73,churn,0.7860876,1,churn,0.271522209296863,0.124746870434128,0.0389900229016029,0.0012653549676178,-0.0415494683012138,0.168939300938382,0.077766061568891,0.0659601681229423,Female,20,Yes,Yes,Employed,Suburban,High School or Below,1672984800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3e851a5a-7a54-4119-af1c-d5ea44f44a84,churn,0.78804106,1,churn,0.224490676868691,-0.0029611367358847,0.0635780656628639,0.0616107657645079,0.116246933814546,0.149251646697421,0.0607300732909698,0.0580268317712579,Female,46,No,Yes,Employed,Suburban,Doctor,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,4e3101a4-cfc5-4a83-87ae-927adcf14170,no_churn,0.03506168,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Female,32,No,Yes,Employed,Suburban,College,1672984800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,10880e99-b8fa-4c61-92c5-a8c09616ba19,no_churn,0.48648766,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,21,No,Yes,Unemployed,Suburban,College,1672984800
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8eca0093-b04a-4532-8a45-5355888fbf29,no_churn,0.39776683,0,no_churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,34,No,No,Unemployed,Rural,Doctor,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d02d2151-81de-4721-bf40-75ddfa2b1b66,no_churn,0.06451487,0,no_churn,-0.253515931563786,-0.0032537307513803,-0.0344210410351502,-0.0428630769098981,0.0304189869269384,0.0557466619000797,-0.0524265078643065,0.0712884839808975,Female,34,No,No,Employed,Suburban,College,1672984800
45,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,e8e5e7bb-3320-484d-8be8-8b10c0b20939,no_churn,0.13173261,0,no_churn,-0.090868402773558,-0.0003358778970687,0.055898852093469,0.0727234779705395,0.117548271018386,0.037721370444251,0.132161363978284,0.0861248005131165,Female,23,No,No,Employed,Suburban,Master,1672984800
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5b39911f-1225-46cb-b352-68f7fd53755b,churn,0.6829388,1,churn,-0.0418057949485137,-0.0018679967116258,0.0579374189099598,0.103689078476727,0.0781648739112097,0.107343593636069,0.0466276082233253,0.0108850748503937,Female,23,No,Yes,Unemployed,Suburban,High School or Below,1672984800
57,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,83fc067d-e182-4ffa-99d2-5d70ce038b49,no_churn,0.08326225,0,no_churn,-0.0129410272442692,-0.000861498977938,0.0214511353608941,-0.0082832662175769,0.0727145815122639,-0.0640242529175156,0.0186498183991352,0.0642683609023697,Female,71,No,Yes,Unemployed,Suburban,College,1672984800
38,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,5f0422a6-5b8d-4e81-9496-a4f304123fb1,no_churn,0.007821978,0,no_churn,-0.0236428755425004,-0.0052327248443998,-0.0097648378119902,-0.0665114244491724,0.0045943632326816,-0.104508810464667,-0.026202496768692,-0.0377573465844398,Male,37,Yes,Yes,Unemployed,Suburban,High School or Below,1672984800
28,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,5c37ae4b-f031-497a-9f0f-dc6a10d188ab,no_churn,0.07653156,0,no_churn,-0.059445941685899,-0.0051632453768434,-0.022146082102954,-0.0281616867052434,0.0114889064484759,-0.0782580114228403,-0.0443197466848869,-0.0430203461751716,Male,26,No,Yes,Unemployed,Rural,College,1672984800
27,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,32674fce-897c-4799-8584-00de3c4b4491,no_churn,0.0107339369999999,0,no_churn,-0.0385340289517807,-0.0032768399044289,-0.0091512805706224,-0.0384433259177785,0.0177202094645508,-0.105452549441397,-0.0383523594151665,-0.0535359785002401,Male,46,Yes,Yes,Employed,Suburban,College,1672984800
51,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,db173d93-581f-407b-9ac6-416e7add4800,no_churn,0.3345019,0,no_churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Male,50,No,Yes,Unemployed,Suburban,High School or Below,1672984800
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0d3816d3-6d72-4954-91c9-cb171009c456,no_churn,0.059380904,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Female,66,Yes,Yes,Employed,Suburban,High School or Below,1672984800
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7af70ebb-7034-45ec-83dc-94510a44106a,churn,0.7472169,1,churn,-0.0785322365995762,-0.0045719854190065,-0.0348805200211245,-0.0845258663719141,-0.0196557087729161,0.0814355274586341,-0.0847503355563731,0.0231216370339461,Male,21,No,Yes,Disabled,Suburban,Bachelor,1672984800
51,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,09d97be3-99de-4cc7-a962-521e25d0d2f4,no_churn,0.3345019,0,no_churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Male,21,No,Yes,Unemployed,Suburban,High School or Below,1672984800
34,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3b4d10a4-c865-43d4-aa4f-8e1300ddb5ea,no_churn,0.08011487,0,no_churn,-0.0830544133567673,-0.0064576451723587,-0.0101011566202396,-0.0709073698051543,-0.0372992577285731,0.0423091456833844,-0.0253184526155928,-0.018197001614917,Male,54,No,No,Unemployed,Suburban,Master,1672984800
54,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,92bf680f-cac4-4a76-959d-4840d6834157,no_churn,0.059380904,0,no_churn,-0.0404522017236558,-0.0040014583010452,-0.0164657534912748,-0.0088703437321964,0.0227527016688691,-0.14018966181553,-0.0265219661559785,-0.0552774693705578,Female,26,Yes,Yes,Unemployed,Suburban,Bachelor,1672984800
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,98471a91-91f4-44d0-9543-407700ef6014,no_churn,0.497527,0,no_churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Male,58,Yes,Yes,Medical Leave,Rural,Bachelor,1672984800
28,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6398bada-3183-4ff4-84e4-2a7a40338107,no_churn,0.07653156,0,no_churn,-0.117353807027666,-0.0107501571114153,-0.0322355752303974,-0.0616722679380836,0.0183070492925162,0.0366875935406551,-0.0507861006373332,-0.0478895524175641,Male,35,No,No,Employed,Urban,High School or Below,1672984800
16,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9198134b-d97e-4a9f-aa2a-d7bdd7f98010,no_churn,0.125893,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Male,71,Yes,Yes,Disabled,Urban,Bachelor,1672984800
45,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,1323a4f4-cde5-4dcb-a07e-b5ed5544e15a,no_churn,0.14629143,0,no_churn,-0.106623501173199,-0.0023248751799474,0.0392951291489589,0.039769823258257,0.0318593020096886,-0.129077936390568,-6.16113297655829e-05,0.0456375194411521,Male,28,No,No,Medical Leave,Rural,Bachelor,1672984800
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d595d328-2b91-4cd2-945b-8488c5c09b36,churn,0.23365831,1,churn,0.0861579869876459,0.14448725624834,0.0656376041278326,0.0027180200726434,-0.131170708432019,0.108779148659187,-0.0190139895748598,-0.0189547996740475,Male,39,No,Yes,Unemployed,Rural,College,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,<80hrs,Active,a5c78b2c-5f36-48c9-a4a6-a68f7c71bc55,no_churn,0.06451487,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Female,55,No,No,Employed,Suburban,College,1672984800
71,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,e6ce57a6-d42f-4718-90be-ce490d785cbf,no_churn,0.119524226,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Female,27,No,Yes,Unemployed,Suburban,Bachelor,1672984800
54,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,8e4de032-cf33-4987-976d-d77531e824e9,no_churn,0.12094093,0,no_churn,-0.0669339860289073,-0.0022109027772057,0.0167470557885098,0.0627406340258858,-0.0947062588575318,-0.198536681217302,0.0289135515157431,0.0449604360060402,Female,39,No,No,Disabled,Suburban,Master,1672984800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5213ad14-bde1-4c09-8fc0-46a33adde1d2,churn,0.76821953,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,68,No,No,Medical Leave,Rural,Master,1672984800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,622eb1a3-842d-4a84-8b96-4e213c96e55f,no_churn,0.39455727,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,29,No,Yes,Employed,Suburban,College,1672984800
28,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,14d576c3-a0d7-40b4-8089-060a304700a7,no_churn,0.07653156,0,no_churn,-0.059445941685899,-0.0051632453768434,-0.022146082102954,-0.0281616867052434,0.0114889064484759,-0.0782580114228403,-0.0443197466848869,-0.0430203461751716,Female,37,No,No,Unemployed,Suburban,Bachelor,1672984800
64,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d94cb32c-882f-49b1-ad98-bf9f789b4f6f,no_churn,0.006856319,0,no_churn,-0.0707342290975248,-0.0017042056108766,-0.0041881499983901,0.0024733069318244,-0.0357227949243497,0.0530393765406643,-0.0268633249004778,-0.0353261307123466,Female,56,Yes,No,Employed,Urban,College,1672984800
64,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,58da16fd-792d-4f9c-a7af-b94cc1f7534a,no_churn,0.014521318,0,no_churn,-0.127124625002698,-0.0043015575842582,-0.0238242309085035,-0.049659535824212,-0.0873342748059076,0.0354813062631001,0.0239762823870842,0.0004271528125718,Female,77,No,No,Unemployed,Suburban,College,1672984800
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,74cb9dae-10f9-4d31-bfda-d3fbed58f0d5,no_churn,0.17944747,0,no_churn,0.11891481402391,-0.0125749206756154,0.0192074350852817,0.0227473597103744,0.0865861339436833,0.107133266943119,-0.01251844476541,0.011478208266235,Female,36,No,No,Disabled,Suburban,College,1672984800
14,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c997dc62-9558-4545-8a36-a85c01eaf464,no_churn,0.03430905,0,no_churn,-0.0189826989190623,-0.0071680095417104,-0.0155513101797805,0.0180690772594061,-0.0143048086836461,0.0648944754367403,-0.0226850906788422,-0.0359388359989498,Female,75,Yes,No,Unemployed,Rural,Bachelor,1672984800
48,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,1eac6c6f-a4f4-405b-858c-a98e7a5365ae,churn,0.15301643,0,no_churn,-0.15038149433808,0.0061302705920934,-0.0249228385426977,-0.0074359393158465,-0.0604066969082759,0.0604664237910492,0.0036767884604432,0.0338473371311192,Female,53,Yes,Yes,Employed,Urban,Bachelor,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ee358e05-9251-4379-b2c6-903351645619,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,53,No,No,Employed,Suburban,College,1672984800
46,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4b43a980-37ec-493d-b2a5-492441aa1cac,no_churn,0.020643761,0,no_churn,-0.132234553979388,-0.0068168153599981,-0.0250665529418802,-0.0241110867333009,-0.0336155698103175,0.0129429291396445,-0.0370392326011642,-0.0230852689540915,Female,78,Yes,No,Employed,Rural,Bachelor,1672984800
18,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e60c0e0a-84ba-4fe7-a24d-23752b1e1649,no_churn,0.07049814,0,no_churn,0.0377955845773431,-0.0044689511318756,0.0320036999346029,0.0632904102559405,0.0663943459139045,0.085047428969965,-0.0264249501050653,-0.0093025992341608,Male,33,No,Yes,Employed,Suburban,Bachelor,1672984800
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,fff373e2-f2bb-4cc8-8717-3745fd0d92e8,churn,0.27727196,0,no_churn,-0.123049285926672,-0.0047873376257666,-0.0687935240959268,0.0020245996797893,0.104843659216385,0.047267506899916,0.067961399987198,0.072387786109175,Male,22,No,No,Employed,Urban,High School or Below,1672984800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,81627daa-a668-4bc2-83b3-839791ab9cc0,no_churn,0.20489267,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,72,Yes,No,Employed,Urban,Bachelor,1672984800
48,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,fe2b165e-d183-4ad4-a630-ad95982f11d1,churn,0.15301643,0,no_churn,-0.15038149433808,0.0061302705920934,-0.0249228385426977,-0.0074359393158465,-0.0604066969082759,0.0604664237910492,0.0036767884604432,0.0338473371311192,Female,53,Yes,Yes,Disabled,Suburban,College,1672984800
13,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,7406fb82-4fcb-4c94-ad9a-1f16d97aa248,no_churn,0.0630312859999999,0,no_churn,-0.0521925794888557,-0.0099281934980717,-0.0222958712387116,-0.108020845381943,0.0169476634673083,0.0470759123501557,-0.0659991354084195,-0.0746131042189517,Male,25,No,No,Employed,Suburban,Bachelor,1672984800
34,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f53d502a-1564-4a14-875b-5bc2ddb617c1,churn,0.3613212,1,churn,0.0056068243810386,-0.0022314489122436,0.0688161091813344,0.0745898864322589,0.110339179495722,0.0957447506854441,0.0765595238376136,0.100168081186221,Female,36,Yes,Yes,Employed,Suburban,Master,1672984800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f88022e6-6085-483e-989a-54e191c2ca21,churn,0.9116441,1,churn,0.315653309756576,-0.0034854517670055,0.023281325820958,0.0573506532223109,0.0607018983436955,0.161475905471489,0.0495065043632712,0.0464897077670957,Male,75,No,No,Employed,Suburban,Bachelor,1672984800
48,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,cd285009-6f11-4350-9df2-efbaa15c3202,no_churn,0.15301643,0,no_churn,-0.15038149433808,0.0061302705920934,-0.0249228385426977,-0.0074359393158465,-0.0604066969082759,0.0604664237910492,0.0036767884604432,0.0338473371311192,Male,78,Yes,No,Unemployed,Rural,Bachelor,1672984800
51,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,11516e8a-780c-4fef-af31-7bcf39cdddce,no_churn,0.3345019,0,no_churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Male,65,No,No,Employed,Suburban,College,1672984800
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fd2f6790-9f43-4342-a138-e17c54bd4ce4,churn,0.31984523,1,churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Male,43,No,Yes,Employed,Suburban,Doctor,1672984800
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,70586274-8b1a-461a-8bd8-c265c0b44d3f,no_churn,0.11120083,0,no_churn,-0.155883059756798,-0.0039615999401576,-0.129602265547928,-0.0874501485516884,0.044128167990475,0.0330230372495679,0.0135136938894538,0.0372060232000149,Male,58,Yes,Yes,Employed,Suburban,Bachelor,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,Two year,0hrs,Disabled,dae93f96-24a5-43f9-8fb6-c047abf8349f,no_churn,0.012203056,0,no_churn,-0.131819513528562,-0.0031139195865307,0.0060896096102987,0.0283284515113427,-0.0045143453443688,-0.125093487554259,-0.0179851533113742,-0.0209177935116349,Male,78,No,No,Employed,Rural,Bachelor,1672984800
62,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,2cd28d60-8641-43e7-bd6f-bcfb424c5575,no_churn,0.014566055,0,no_churn,-0.118064359243235,-0.0071735099785655,-0.0118352203818903,-0.014349061227258,-0.109049994029538,0.0253522602758676,-0.021133534896744,-0.0027727305149892,Male,57,Yes,Yes,Unemployed,Rural,High School or Below,1672984800
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e86d7d35-e93a-4818-bb64-18040e649482,churn,0.23412399,1,churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,49,Yes,Yes,Employed,Suburban,College,1672984800
72,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,ea997249-7777-45ff-a87d-d14b27bc3fbd,churn,0.36622515,1,churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Female,60,No,Yes,Unemployed,Suburban,High School or Below,1672984800
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac7d0343-ac4d-4861-b3c1-cf6575ec822f,no_churn,0.39496762,0,no_churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Female,29,No,Yes,Employed,Suburban,College,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,b0b2a3a2-834e-4fa2-9c78-1872069ef6cc,no_churn,0.014940915,0,no_churn,-0.214203726155001,4.31149704854761e-05,-0.0185060676836656,-0.0176188572434512,0.0457098452065656,0.0934973673991589,0.0523668318778072,0.0970186721519712,Female,57,Yes,Yes,Employed,Rural,Bachelor,1672984800
38,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,a52678df-8948-4100-bbb7-d12c71c4f29d,no_churn,0.497527,0,no_churn,-0.125982261428399,-0.0074833595813106,-0.0072262973769647,0.0383506248427602,-0.0236729156548062,0.0807931845638268,0.0337609556953611,0.0274339212848462,Female,36,Yes,No,Employed,Rural,College,1672984800
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,973f8e8d-a2ac-4993-8e3b-29da638b4bca,no_churn,0.01287527,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Female,70,No,No,Unemployed,Suburban,High School or Below,1672984800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5198f80f-9b2c-4a08-9393-980d10c0c0ff,no_churn,0.48648766,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Female,57,Yes,No,Employed,Suburban,College,1672984800
14,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0399a788-a007-4ed3-ac97-bf931968a8ef,churn,0.22419943,1,churn,0.109866867955234,-0.0085841232106486,0.0956853361702269,0.031355714506426,-0.000964307655131,0.102964217532617,-0.0082968042303036,-0.0086272186318637,Female,71,No,Yes,Employed,Rural,College,1672984800
8,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,71b9623c-e733-400f-9ccc-5328d130694a,churn,0.8496336,1,churn,0.137630201846941,-0.0005339155352885,-0.0057428529153548,-0.0704275079589115,0.0769118825269652,0.14523327306928,0.135908939334186,0.12027954438292,Male,50,Yes,No,Employed,Suburban,Master,1672984800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cfa4c220-5b5b-4681-b7a1-b43f6117a3da,churn,0.6212303,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,37,No,No,Employed,Suburban,Doctor,1672984800
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d9c2d733-55d2-436b-9212-a225d4c728f0,churn,0.74522185,1,churn,0.135760634367221,-0.0050663673784765,0.129625024643697,-0.0178515324959789,0.107499446334014,0.125791990131311,0.12465380235406,0.1255608560787,Female,74,No,Yes,Employed,Rural,College,1672984800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,7cee4c45-fd49-4425-8ff1-62a94cb1585f,no_churn,0.55496436,0,no_churn,0.0434781019522233,-0.0031665302224428,-0.0580223315558214,0.0433276157961699,-0.0075865207820606,0.0493950871059132,0.0296247897417561,0.061423640521516,Male,70,No,No,Employed,Suburban,Bachelor,1672984800
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7ed79cff-d1e1-4da1-b217-4e22acd5a263,churn,0.78804106,1,churn,0.224490676868691,-0.0029611367358847,0.0635780656628639,0.0616107657645079,0.116246933814546,0.149251646697421,0.0607300732909698,0.0580268317712579,Male,24,No,Yes,Employed,Urban,Bachelor,1672984800
57,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,399c7f96-d978-4ed3-b4a3-0e990ff456ee,no_churn,0.18736602,0,no_churn,0.0805938114722084,-0.0008346008509215,0.0908014110359545,0.0729735537047963,0.113703900139135,-0.116100846733998,0.161736795378747,0.0856236463822278,Female,55,No,Yes,Unemployed,Urban,High School or Below,1672984800
70,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,45dea6b9-472d-477a-89fe-e830b151c382,no_churn,0.022847971,0,no_churn,-0.0743198266498984,-0.0033655478612308,0.0095262250040286,-0.0265394761911647,-0.0363248181406561,-0.147122432280594,-0.0056597510095571,0.0147794745280907,Female,43,No,Yes,Unemployed,Suburban,High School or Below,1672984800
4,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,61283a39-1bc7-4c62-b03b-ab5cc5c01db9,churn,0.80585575,1,churn,0.210932291583767,0.0022644152132124,0.0148021981510828,-0.0346405667107137,0.12523186858889,0.154385340539156,0.0922587212521102,0.115739580888367,Female,68,Yes,Yes,Unemployed,Suburban,College,1672984800
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a259a039-6437-40cf-8b25-56dcf6696785,churn,0.30243254,1,churn,-0.0400618895783009,-0.0079956935143491,-0.015717141093155,-0.0898562265074542,-0.0340189051241395,0.053759598664028,-0.0416307935121585,-0.0266003369657119,Female,72,No,No,Disabled,Suburban,High School or Below,1672984800
10,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,787fe137-f1d8-4c0c-be61-a9ac6fabc857,no_churn,0.0424059029999999,0,no_churn,-0.0202670132732419,-0.0064138770692079,-0.0221605114877456,-0.0438905435921333,-3.98970639616891e-05,-0.098593211114703,-0.0387528802522501,-0.0389082191240322,Male,21,No,No,Unemployed,Rural,Bachelor,1672984800
9,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,c75d1329-c067-4051-b4f2-1527e01b3a92,churn,0.74522185,1,churn,0.135760634367221,-0.0050663673784765,0.129625024643697,-0.0178515324959789,0.107499446334014,0.125791990131311,0.12465380235406,0.1255608560787,Female,73,No,No,Disabled,Suburban,Bachelor,1672984800
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,283f3142-5f2d-420d-859b-6e61aa10ffe8,no_churn,0.2883317,0,no_churn,-0.173711776780388,-0.0025089984478836,-0.0536363660858114,0.0077115763193251,0.0490511066120234,0.0639114047996145,-0.0275317414499295,-0.0539780180129946,Female,59,No,Yes,Employed,Suburban,High School or Below,1672984800
70,Yes,No,Medium Speed,Phone_Support,One year,<80hrs,Active,15af6dcc-926f-4370-b1aa-23e26b9ca814,no_churn,0.08798581,0,no_churn,-0.0578112313520523,7.32217004042468e-05,0.0258885539005132,0.0606463567287664,0.0613097888611991,-0.0256379346551784,0.0607317177150162,0.0757733805333009,Male,25,Yes,Yes,Unemployed,Urban,College,1672984800
59,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5a5d55ea-d566-4f01-be47-59a8562573a9,no_churn,0.0520984529999999,0,no_churn,-0.101039648517681,-0.007034652096845,-0.0297654155819509,-0.0377678695698523,-0.0335070286961672,0.0331542823417112,-0.0302287672839429,-0.0128370527090191,Male,27,No,No,Unemployed,Suburban,High School or Below,1672984800
5,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d8365936-3ed1-4a36-9110-718eb9f61cfd,no_churn,0.3156363,0,no_churn,0.162232265126113,0.121038840248748,0.0365282812021723,0.0127064038924072,-0.0294949760668896,0.115663921715795,-0.022834819258378,0.0018395709036758,Female,70,Yes,No,Employed,Urban,Bachelor,1672984800
57,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,75f25d64-5a17-45f8-847d-7822c38f5932,no_churn,0.08326225,0,no_churn,-0.216190439968441,-0.0033860561529036,-0.0538602255125715,-0.0756458348492196,0.0416002947143897,0.0221556886517828,0.0141785820350924,0.0321218371302347,Male,40,Yes,No,Employed,Rural,Master,1672984800
57,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,40b55934-9dbf-44c8-81f4-0d0a1b68c9ab,no_churn,0.0207172539999999,0,no_churn,0.0021048976130123,-0.0043385787568331,0.0231736360535478,0.0218793631190828,0.129817497683325,0.0666552430282172,0.110292208938208,0.0913895840773693,Female,35,Yes,Yes,Employed,Urban,High School or Below,1672984800
22,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,68073bde-bade-4146-ad9c-782bdaef42e0,no_churn,0.31951043,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,27,No,No,Employed,Rural,High School or Below,1672984800
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1043e9e7-36a6-4952-a2e9-29dd7ee840fd,churn,0.34087855,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,48,No,No,Unemployed,Suburban,Bachelor,1672984800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f388a809-8da6-4500-969d-bad4d5257553,no_churn,0.48648766,0,no_churn,0.0839750690912569,-0.0028686352499244,-0.0126235993829141,0.0315218626408477,0.0548301411861939,0.129537989421419,-0.0111272517978432,-0.0269765527898653,Male,40,Yes,No,Employed,Suburban,Bachelor,1672984800
14,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,3d0920f7-600e-49c4-a697-115f811b51cd,churn,0.113175355,0,no_churn,0.0284339175517561,-0.0045885928140251,-0.0148479309814501,-0.0237130795821303,-0.05433820123646,-0.050916569989049,0.0525722722232785,0.0783720339200408,Female,53,Yes,No,Employed,Suburban,High School or Below,1672984800
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,691f13ae-2fc3-496d-a8f9-c7d7c8fa4411,no_churn,0.30229038,0,no_churn,-0.11368220604365,-0.0005401008070111,0.0230639316329597,0.0420602561682062,0.0676225647412502,0.0832563711430702,0.0716164487445712,0.0662551618030101,Female,44,No,No,Unemployed,Suburban,Master,1672984800
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d367a0a0-969c-4617-b4df-a016de7a623f,no_churn,0.7192485,0,no_churn,0.0382464694493046,-0.0065781920082736,-0.0043501668156113,-0.0370908699204574,-0.0069274508845592,0.0884989398381003,0.110350951310957,0.0544194144714492,Male,38,No,No,Unemployed,Suburban,College,1672984800
62,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7da3d291-3eb5-49a0-918d-8ec854d08fae,no_churn,0.026232125,0,no_churn,-0.106852996430689,-0.0041257743049573,-0.0353302849548435,-0.008115303979157,0.0052987498783932,0.0497696348736644,-0.0364290431507561,-0.053241132727835,Male,47,No,Yes,Employed,Suburban,Master,1672984800
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4a443a6e-ac8a-4039-b6d8-8dea70d48dae,churn,0.73158073,1,churn,0.235255003370965,-0.0023770807496475,-0.0493925587612102,0.129346825355442,0.0393537944316176,0.12634812666859,0.0292696369049281,0.0559918953305987,Male,50,No,No,Unemployed,Urban,College,1672984800
65,No,No phone service,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,9a6d6a81-efc3-4cdc-bba5-a7eaabba3eb8,no_churn,0.014107736,0,no_churn,-0.128552013951085,-0.0460616397498324,-0.0479247306459228,-0.034451070083337,0.0513560415059055,0.057210356042724,0.0538894135379814,0.0595074931218368,Male,65,No,Yes,Retired,Suburban,Master,1672984800
5,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,802933a0-49e9-4870-af5d-6cbb806da006,no_churn,0.70365673,0,no_churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,28,No,Yes,Unemployed,Suburban,Bachelor,1672984800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,080b99d9-5db3-4cc4-931b-d7780715a8eb,churn,0.9076951,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,29,Yes,Yes,Unemployed,Suburban,Bachelor,1672984800
13,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,fcdd1f4c-0c03-4c48-a8a0-35a73eb6f476,no_churn,0.5915014,1,churn,0.0969510382646512,-0.0057754410961933,-0.0480384642926583,0.027911969442448,0.135885160554262,0.126606815132327,0.148007074359939,0.133870144200882,Female,65,No,No,Employed,Suburban,High School or Below,1672984800
2,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d0a40021-63fd-40a0-b759-6ec783d16e52,no_churn,0.8231552,0,no_churn,0.170669645045718,-0.0068377301428608,0.0388899561637663,0.148427565796628,-0.0296455842948944,0.13683015342252,-0.0099103360121807,-0.038042852199278,Male,60,No,No,Employed,Suburban,Bachelor,1672984800
70,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,7245bfce-5878-4d84-aa56-fe15a558da75,no_churn,0.08798581,0,no_churn,-0.15674482595582,-0.0008393738305767,-0.0199073231567945,-0.0429445945350835,0.0305458262494721,0.0356857640671296,-0.0196462203605915,0.0531579288459215,Male,44,No,Yes,Employed,Suburban,High School or Below,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ce087575-9cf0-484e-accd-4d1dbdee559e,churn,0.87906355,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,22,No,Yes,Employed,Suburban,College,1672984800
4,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,1793b11f-9382-4951-bf9d-02a310cc6ae6,no_churn,0.62296814,0,no_churn,0.115399868947277,0.0133427572010759,-0.0046470273700106,-0.131708847516948,-0.0551259848773906,0.0945896773194908,0.0482844052441578,-0.0091610017282255,Female,73,No,Yes,Unemployed,Suburban,Bachelor,1672984800
3,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,9233e0d2-6b98-4db9-832c-4016e0c28074,no_churn,0.0483719559999999,0,no_churn,0.0392044469179563,-0.0057216672255526,-0.0236470179686057,-0.065945203362844,-0.0163429661576174,-0.127023123407307,-0.0320687244498003,-0.0374818965393296,Male,29,No,Yes,Employed,Urban,College,1672984800
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4e46998e-7c09-4ccf-b2fd-7a0d0979c183,churn,0.81440353,1,churn,0.313215210031203,-0.0040573785940978,-0.0197720547798917,-0.0352910017507429,0.127625601253094,0.150555017239253,0.0892257630200401,0.0994726965174049,Male,42,Yes,No,Unemployed,Suburban,Bachelor,1672984800
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c1e56d3d-f954-43ce-84f8-1f7886b3d671,no_churn,0.29849,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,58,Yes,Yes,Employed,Suburban,Bachelor,1672984800
4,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,22b2b5c2-51f7-4cff-930c-10e11efe0d0c,churn,0.80585575,1,churn,0.210932291583767,0.0022644152132124,0.0148021981510828,-0.0346405667107137,0.12523186858889,0.154385340539156,0.0922587212521102,0.115739580888367,Female,28,Yes,No,Employed,Suburban,High School or Below,1672984800
10,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,7700a503-8378-4577-af51-b3907451270f,churn,0.7093965,1,churn,0.183834205776247,-0.0051227735754218,-0.0360826402709972,0.0496784351343922,0.105138757435043,0.157698562156966,0.165474661444323,0.0553546470154378,Male,30,Yes,Yes,Unemployed,Suburban,College,1672984800
71,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,d0fd6963-7460-4e9f-8df2-e9524f7b228b,no_churn,0.0021032027,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,78,Yes,No,Unemployed,Suburban,High School or Below,1672984800
72,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b65e14cb-1cb2-4d73-93c9-e38fc0350c2d,no_churn,0.06451487,0,no_churn,-0.253515931563786,-0.0032537307513803,-0.0344210410351502,-0.0428630769098981,0.0304189869269384,0.0557466619000797,-0.0524265078643065,0.0712884839808975,Male,47,No,Yes,Employed,Suburban,High School or Below,1672984800
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,bd153a20-3758-42d3-b49d-05df616d91f8,no_churn,0.12464742,0,no_churn,-0.094872013016884,-0.0011338401641114,0.0326081842725943,-0.0119389153290012,-0.0549169366400565,0.0764659953506816,0.0471381911615571,0.0476231854027355,Male,44,No,Yes,Unemployed,Rural,Bachelor,1672984800
62,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2b7e3476-3c63-42b6-9dc7-5edf6d2bbf14,no_churn,0.026232125,0,no_churn,-0.106852996430689,-0.0041257743049573,-0.0353302849548435,-0.008115303979157,0.0052987498783932,0.0497696348736644,-0.0364290431507561,-0.053241132727835,Male,51,Yes,No,Employed,Suburban,College,1672984800
64,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,8dba9090-a24d-4c59-b294-d31ed952ed04,no_churn,0.014521318,0,no_churn,-0.127124625002698,-0.0043015575842582,-0.0238242309085035,-0.049659535824212,-0.0873342748059076,0.0354813062631001,0.0239762823870842,0.0004271528125718,Female,76,Yes,No,Medical Leave,Suburban,College,1672984800
19,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,bac08488-d3dc-4ccb-8ea5-f6295248d56c,no_churn,0.04157614,0,no_churn,-0.0161188498307183,-0.0055865687469668,-0.0299400347555638,-0.0444429083937939,0.0033902281139762,-0.0943329960345636,-0.0402353726309593,-0.0417596515397508,Male,54,No,Yes,Medical Leave,Rural,College,1672984800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bfa2d938-d9d9-4483-b1ef-4c1e939697e7,no_churn,0.6816973,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,45,No,No,Employed,Suburban,High School or Below,1672984800
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d746d1ee-8a49-46d8-ab11-5ab838cdf87c,churn,0.6063415,1,churn,0.106091735144782,-0.003801415226826,-0.0220608888188871,0.0192226296612079,0.0938570357036405,0.105877300715583,0.191928093138085,0.123145079010537,Male,66,No,Yes,Unemployed,Suburban,Bachelor,1672984800
45,Yes,Yes,Fiber optic,Phone_Support,Two year,<50hrs,Active,1dc2562b-21f9-4b75-a398-015ae4994b70,no_churn,0.14629143,0,no_churn,-0.106623501173199,-0.0023248751799474,0.0392951291489589,0.039769823258257,0.0318593020096886,-0.129077936390568,-6.16113297655829e-05,0.0456375194411521,Female,37,No,No,Medical Leave,Suburban,Master,1672984800
12,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ca5da4e8-e98f-4436-9870-1eaf7baf89df,no_churn,0.55496436,0,no_churn,0.0434781019522233,-0.0031665302224428,-0.0580223315558214,0.0433276157961699,-0.0075865207820606,0.0493950871059132,0.0296247897417561,0.061423640521516,Female,25,Yes,No,Employed,Suburban,Bachelor,1672984800
16,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,85a8df1c-6833-417b-aff2-baf5b828ee54,no_churn,0.30948183,0,no_churn,0.112082836320224,0.0140803686625076,-0.0436814561427218,0.0309809168386254,0.0668836472180191,0.121370008542654,0.054901129423215,0.0363246552382861,Female,23,Yes,No,Employed,Suburban,Bachelor,1672984800
13,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d06629e6-e3a8-4702-8810-965710e8bca0,no_churn,0.036833696,0,no_churn,-0.0357040439900447,-0.0060194117136597,0.0514723556250373,-0.107232899270375,0.0173975317330587,0.0827670513118664,-0.0648426631323491,-0.0661974044102498,Female,47,No,Yes,Employed,Suburban,College,1672984800
29,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,da8dc1f1-cdc3-42df-bb22-e5bd6cb6ae66,no_churn,0.5489871,0,no_churn,-0.0331754406988693,-0.0028905283959466,-0.0635427402200002,0.0507350829615097,0.0942427785356994,0.0590035379018445,-0.0175976047466247,0.0405321000237927,Male,55,No,Yes,Unemployed,Suburban,Bachelor,1672984800
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,832bd865-0195-4cea-9c8a-136b74464664,no_churn,0.28667328,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,61,No,No,Employed,Suburban,College,1672984800
62,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c607b4c1-3de9-4d4c-ad5f-2a54f3add583,no_churn,0.0076762014,0,no_churn,-0.100780400460535,-0.004271214217133,-0.0131214721660035,-0.0236517970109889,-0.0143496947674793,0.0430604077768748,-0.0468867144862633,-0.0490252663151841,Female,63,No,No,Unemployed,Suburban,College,1672984800
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8bd0d70c-9074-4f9a-bc7c-0ad2eb43568b,churn,0.73158073,1,churn,0.235255003370965,-0.0023770807496475,-0.0493925587612102,0.129346825355442,0.0393537944316176,0.12634812666859,0.0292696369049281,0.0559918953305987,Male,36,No,Yes,Medical Leave,Rural,College,1672984800
53,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,6162a5ed-91d0-4415-897a-d3efe80777fd,no_churn,0.24167404,1,churn,-0.18820344894958,-0.0029697703447163,-0.0345344077490699,-0.163211892994468,0.0381105259163086,0.0398055265453149,0.0454527059411702,0.0565246081856093,Female,41,No,No,Employed,Suburban,Bachelor,1672984800
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a1063455-595f-4d4c-b1fc-85ca88f4cbcb,churn,0.7790292,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,78,No,Yes,Employed,Suburban,High School or Below,1672984800
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,592a09b8-4c6f-4fcc-8cb6-a50f86ab18ba,churn,0.7790292,1,churn,0.227355175792573,-0.0035926853437376,-0.0148770637313373,0.042396367176002,0.103671035674961,0.140662698773322,0.104865192695124,0.0971597995026968,Female,27,No,No,Employed,Suburban,College,1672984800
16,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,12d1d8ad-7090-4dd2-9d80-a3e8269bb0f0,no_churn,0.30948183,0,no_churn,0.112082836320224,0.0140803686625076,-0.0436814561427218,0.0309809168386254,0.0668836472180191,0.121370008542654,0.054901129423215,0.0363246552382861,Female,44,No,Yes,Medical Leave,Suburban,College,1672984800
14,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,384651e9-0adc-46ab-809e-1e3e2311c5d0,no_churn,0.113175355,0,no_churn,0.0284339175517561,-0.0045885928140251,-0.0148479309814501,-0.0237130795821303,-0.05433820123646,-0.050916569989049,0.0525722722232785,0.0783720339200408,Male,47,No,Yes,Employed,Suburban,High School or Below,1672984800
64,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0166c2f1-68da-4206-a316-ca107a1c6ecf,no_churn,0.006856319,0,no_churn,-0.0707342290975248,-0.0017042056108766,-0.0041881499983901,0.0024733069318244,-0.0357227949243497,0.0530393765406643,-0.0268633249004778,-0.0353261307123466,Female,25,Yes,Yes,Employed,Urban,Bachelor,1672984800
71,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f1d56f7-389e-4a61-90c0-9bdc40a2fcb3,no_churn,0.0021032027,0,no_churn,-0.106479794914089,-0.0040804036769122,-0.0399017005487712,-0.0075169205197607,0.0092718397990165,0.0555886985835513,-0.0308121495715613,-0.0550957201913479,Female,22,No,Yes,Unemployed,Suburban,Bachelor,1672984800
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,ad79bcd3-c965-4df8-85c2-65838b01dc22,no_churn,0.07935164,0,no_churn,-0.106483233105232,-0.0024400761447122,0.0186573176417141,0.0518575607984621,-0.0137966242944276,-0.160468239825218,-0.0335831648200746,-0.022769692259053,Female,20,Yes,No,Employed,Rural,Bachelor,1672984800
4,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,4d313b77-ece3-4bbc-928b-726f51e9b32a,no_churn,0.020418862,0,no_churn,0.0377866261853159,-0.0039541725629533,0.0203265095460847,-0.042809048350673,0.0063591739378262,-0.202357783189755,-0.0342011976171852,-0.0353429263315774,Female,41,No,Yes,Unemployed,Rural,College,1672984800
40,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5e68f524-7a3c-4e76-b771-e2d616009dba,no_churn,0.5271279,0,no_churn,-0.199263614792694,-0.010665338587878,-0.013267619345388,0.0227067931758938,-0.050105081364527,0.0651113520715944,-0.0288170991400147,-0.0547255400119047,Female,42,No,Yes,Employed,Rural,College,1672984800
30,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,97d9381f-13ce-4bf4-a8b7-826314135f21,no_churn,0.17944747,0,no_churn,0.11891481402391,-0.0125749206756154,0.0192074350852817,0.0227473597103744,0.0865861339436833,0.107133266943119,-0.01251844476541,0.011478208266235,Female,47,No,Yes,Employed,Suburban,Master,1672984800
11,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,4f10f5c2-ce3f-4798-b830-958efe7c5ae3,churn,0.33506954,1,churn,0.0456696757530335,-0.0031988398627436,-0.0242351554850847,-0.0787836567091289,0.103231116268325,0.0836129680181875,-0.0247341280545515,0.0224475864809028,Male,63,No,Yes,Unemployed,Suburban,Bachelor,1672984800
24,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d7ef7c30-c53a-487b-95c0-df2a52686208,no_churn,0.05118581,0,no_churn,-0.112461605828703,-0.0063505837544471,-0.0430986902210497,-0.0438957865596603,0.003937402555548,0.0397853980934633,-0.053267760160943,-0.0436745256150243,Male,29,No,Yes,Unemployed,Urban,College,1672984800
69,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,762af2e7-da41-439d-a9d3-879b723dd63e,churn,0.2938676,1,churn,-0.0501904403494063,-0.0018768356239479,0.105864143997883,0.0189351732662044,0.0655691007099267,0.124952469478417,0.0748762620712841,0.0751574762091877,Female,27,No,No,Employed,Suburban,Master,1672984800
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2577bc50-71c7-4f84-b7d5-e681a5156193,no_churn,0.32205853,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,74,Yes,Yes,Employed,Urban,Bachelor,1672984800
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8e13ec20-3c08-4944-b24b-bf562e700a3f,churn,0.7215663,1,churn,0.132927508523571,-0.0024281783200967,0.104665568945738,0.144231060632737,0.0821119666404229,0.147717856199815,0.0267013871271956,0.0507133532768057,Female,39,Yes,No,Employed,Rural,High School or Below,1672984800
8,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,249970c2-8958-4f57-bcea-f4a22f018b4d,churn,0.8496336,1,churn,0.137630201846941,-0.0005339155352885,-0.0057428529153548,-0.0704275079589115,0.0769118825269652,0.14523327306928,0.135908939334186,0.12027954438292,Female,36,Yes,No,Unemployed,Rural,Bachelor,1672984800
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,a83f29af-b398-4bca-9aac-917c9d8192cb,no_churn,0.022847971,0,no_churn,-0.141154902164926,-0.0103455020945875,-0.0127220225016026,-0.0178128842824662,-0.0862629458652554,0.0367048913636244,0.0107089556228584,0.0468582574855554,Male,28,No,Yes,Employed,Suburban,Bachelor,1672984800
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,bf851d9f-a02d-48e6-a4e0-94b9b835ce36,churn,0.31984523,1,churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Male,52,No,No,Employed,Suburban,Bachelor,1672984800
42,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cf88bf1f-9823-4303-9dcc-d2c348e3d58c,no_churn,0.08854774,0,no_churn,-0.0164734624560787,-0.0060094174257528,-0.108092483344394,-0.0306667210702471,-0.0415266574609131,0.0456944803952865,-0.0393218656412864,-0.0526300235746202,Female,38,Yes,Yes,Unemployed,Suburban,Master,1672984800
72,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,df267fc8-407a-4cee-b471-bfee137c48c8,no_churn,0.008049253,0,no_churn,-0.253515931563786,-0.0032537307513803,-0.0344210410351502,-0.0428630769098981,0.0304189869269384,0.0557466619000797,-0.0524265078643065,0.0712884839808975,Male,78,No,No,Employed,Suburban,Bachelor,1672984800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,444ec75e-d3a3-4b5f-afd8-950f37d8004e,no_churn,0.68758553,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,57,No,No,Employed,Suburban,Doctor,1672984800
52,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,4d4ffde5-2859-4aae-a3b5-a4d509179bdc,no_churn,0.01805594,0,no_churn,-0.0716382778898196,0.023808867741809,0.0085994414704327,-0.0222821905927548,-0.0197039642690742,-0.161279038054963,-0.0139170380130781,-0.0126139540757594,Female,62,No,No,Employed,Suburban,Bachelor,1672984800
43,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,4b5bdc29-3eab-4ec3-869e-74e2f5d37268,no_churn,0.09701782,0,no_churn,-0.1262234601776,0.0116428417395104,-0.0149902033737976,-0.019332189131494,0.0397988960679413,0.0823482921238246,0.0261699377500372,0.0565597340465774,Male,67,No,No,Unemployed,Suburban,College,1672984800
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,71338d80-8b72-4096-a0c0-25d5e765593e,no_churn,0.39455727,0,no_churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,69,No,No,Retired,Urban,High School or Below,1672984800
26,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,0af67f2a-cfee-457d-9b71-9912c2243fd8,no_churn,0.18085453,0,no_churn,-0.158905103841562,-0.0046610966229127,-0.086960154300641,0.0279729989565385,-0.132033938428631,0.0501706067455961,0.0730234847771862,0.0423670504399342,Female,27,No,No,Medical Leave,Suburban,High School or Below,1672984800
14,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,86c81742-7270-4ecd-b099-148707ada8fa,churn,0.22419943,1,churn,0.109866867955234,-0.0085841232106486,0.0956853361702269,0.031355714506426,-0.000964307655131,0.102964217532617,-0.0082968042303036,-0.0086272186318637,Male,39,No,No,Unemployed,Suburban,High School or Below,1672984800
48,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,87c33b68-a33e-457e-932f-dcd43554b7d3,no_churn,0.03612767,0,no_churn,-0.0835180730372758,-0.0039933218943042,-0.0751628059037557,-0.0423562605908409,0.0340063818180442,0.0466385648457526,-0.0335115223017692,-0.0554148280856861,Female,59,No,Yes,Employed,Suburban,College,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ddbcac7d-3f71-4501-861c-a77e2fb148d2,churn,0.8767425,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,71,Yes,Yes,Unemployed,Suburban,High School or Below,1672984800
36,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,29e82c90-0150-4d1d-bb28-ffeb9884e2f2,no_churn,0.03746658,0,no_churn,-0.058385994985856,-0.0089254334538782,0.0151298671047334,-0.111422414900699,0.0318511070074691,0.063581129600243,-0.0492551277909296,-0.0707659505399169,Male,34,Yes,No,Disabled,Suburban,High School or Below,1672984800
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0c9b3a7f-4641-4d93-83ab-8636fa284fcd,churn,0.5657151,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,33,No,Yes,Employed,Suburban,Bachelor,1672984800
28,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,90f82179-d031-4f3f-848e-09036b5f28b0,no_churn,0.07653156,0,no_churn,-0.117353807027666,-0.0107501571114153,-0.0322355752303974,-0.0616722679380836,0.0183070492925162,0.0366875935406551,-0.0507861006373332,-0.0478895524175641,Male,51,No,Yes,Employed,Urban,Bachelor,1672984800
12,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,677ddb85-bc78-40a1-bc81-4c1a29c89184,churn,0.24937014,1,churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,53,No,No,Employed,Urban,High School or Below,1672984800
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,68d7e3f8-444b-4e90-b384-677642682c00,no_churn,0.32205853,0,no_churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,46,No,Yes,Employed,Suburban,Master,1672984800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,89d7aaa6-7222-4a75-b8ed-6de4c3296b1f,churn,0.9116441,1,churn,0.315653309756576,-0.0034854517670055,0.023281325820958,0.0573506532223109,0.0607018983436955,0.161475905471489,0.0495065043632712,0.0464897077670957,Female,58,No,No,Medical Leave,Suburban,High School or Below,1672984800
35,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa60cae6-e48a-4e78-8cc7-959a58f2c9a3,no_churn,0.10812807,0,no_churn,-0.126870740562308,-0.0101845303821028,-0.0435427571779746,-0.0948360014757781,0.0201282810829161,0.0334629838925957,-0.0179145052071089,-0.0259355470348054,Female,61,No,Yes,Employed,Urban,College,1672984800
3,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,27c175f8-d369-40a7-8a07-f99fabcc2857,no_churn,0.20021099,0,no_churn,0.0246445300697905,-0.0121225430177401,-0.0722477899680052,-0.130914722006801,-0.0406005407203701,0.0630674454084874,-0.0408941077330564,-0.0549584229052652,Male,57,No,Yes,Employed,Suburban,Bachelor,1672984800
57,Yes,No,Low Speed,Phone_Support,Two year,<80hrs,Active,ebe50228-f96f-48ee-b965-8a96a593cae5,no_churn,0.0207172539999999,0,no_churn,0.0070898337144535,-0.0010721399611429,-0.020383931237211,0.0152098172625301,0.101127874555968,-0.14755270139367,0.042852482772123,0.0737026153880287,Female,79,No,Yes,Employed,Rural,College,1672984800
47,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,c9fe9d61-3c70-4734-a55a-0ef02d5d15e8,no_churn,0.05230084,0,no_churn,-0.0229521670739495,-0.0045102149839658,-0.0373181123013546,0.0086172810869811,-0.0584979746300132,0.0597662481565976,0.0795185425340696,0.0539931062987921,Female,56,No,No,Employed,Suburban,Bachelor,1672984800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b43af32d-9f3f-4047-8b1c-a13cc9f7ac77,no_churn,0.6816973,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,73,No,No,Employed,Suburban,College,1672984800
24,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,0a21f012-e8c0-4df7-90bc-b994c3f9710e,no_churn,0.33815667,0,no_churn,-0.183725109224488,-0.009494161311195,-0.140876064657841,-0.0287106177215537,0.0598242408742589,0.0234151494206707,0.0293507719164517,0.0528563053086691,Female,78,No,No,Employed,Rural,Bachelor,1672984800
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e7cd0617-13a1-473d-8000-cfc792397815,no_churn,0.39496762,0,no_churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Female,58,No,No,Unemployed,Urban,Doctor,1672984800
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f9682f7b-3c8d-4c57-9df7-434a0a4770d4,no_churn,0.4585831,0,no_churn,-0.136705176864998,-0.0052797185230519,0.0177948445029869,0.0416539186016416,0.112566461485312,0.0483631735388371,0.0565644851707838,0.0853491939530067,Male,68,No,Yes,Employed,Suburban,College,1672984800
16,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,9a1553a7-05e2-4826-98a4-421bc7fee132,no_churn,0.30948183,0,no_churn,0.112082836320224,0.0140803686625076,-0.0436814561427218,0.0309809168386254,0.0668836472180191,0.121370008542654,0.054901129423215,0.0363246552382861,Female,56,No,No,Employed,Suburban,High School or Below,1672984800
53,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,65af4a2f-b14b-4b03-9fc8-4a639f4504d3,no_churn,0.11120083,0,no_churn,-0.155883059756798,-0.0039615999401576,-0.129602265547928,-0.0874501485516884,0.044128167990475,0.0330230372495679,0.0135136938894538,0.0372060232000149,Male,22,No,No,Unemployed,Suburban,College,1672984800
19,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7737f6ec-17cb-444d-833f-c566e91dde41,churn,0.5606092,1,churn,-0.116211055652484,0.0412183129746608,0.0069015453310612,-0.0920808685464726,0.0305844323574638,0.059225022661044,-0.0548220470812384,-0.0638414938505411,Male,70,Yes,Yes,Employed,Rural,Bachelor,1672984800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,961182aa-bef7-4d3e-9927-08f70df7443f,no_churn,0.78337675,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,37,No,Yes,Medical Leave,Suburban,High School or Below,1672984800
72,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,ecdc4bfd-7f29-4e80-aad2-1d165e15150d,no_churn,0.0047545275,0,no_churn,-0.0786412172661403,-0.0039566961195305,-0.0106974367856855,-0.0202068396298727,0.0002683731199431,-0.112404840981817,-0.0197156683507819,-0.0236718268840377,Male,42,No,Yes,Unemployed,Urban,Master,1672984800
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,51afb18b-5529-4232-9e71-26231ddd07f8,no_churn,0.022847971,0,no_churn,-0.141154902164926,-0.0103455020945875,-0.0127220225016026,-0.0178128842824662,-0.0862629458652554,0.0367048913636244,0.0107089556228584,0.0468582574855554,Female,26,No,No,Employed,Suburban,Bachelor,1672984800
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5257e6f8-2700-490a-915f-470f823f2019,churn,0.77114403,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,56,No,Yes,Employed,Suburban,Bachelor,1672984800
3,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,8f7ce440-db44-48eb-a9ca-b15f705cc58a,no_churn,0.2854084,0,no_churn,0.13349978422516,-0.0083896636843564,-0.0553996140041272,-0.130043545103163,-0.0791296281007817,0.0774053043962339,-0.0026358313684249,0.0220718043027591,Female,59,No,No,Unemployed,Suburban,Bachelor,1673071200
27,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,131ed1c2-bf72-42a3-97d0-5b85719d7778,no_churn,0.19875464,0,no_churn,0.0092680549533361,-0.0039043081591444,-0.0129521562259287,0.0154975504576759,0.126863958677905,0.0904065138256737,0.0581795975719069,0.117614638991636,Male,72,Yes,No,Disabled,Rural,High School or Below,1673071200
60,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,286e3acb-d37d-4633-802d-10d5cb2ee9f9,no_churn,0.10567366,0,no_churn,-0.0923356788588307,0.0253023123048797,0.0455767844024876,0.0278389190638495,0.0061014338076574,0.100004281440833,0.0798689735045422,0.0686168240008646,Male,78,No,No,Unemployed,Suburban,College,1673071200
70,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,62f87662-e914-4d2d-a511-a5d6fb4b09f3,no_churn,0.01599137,0,no_churn,-0.104555228610479,-0.0306439261709601,-0.0209432526761247,0.0371182394206789,0.0510527002516391,0.109925046209864,0.0665000357263943,0.0751869005953358,Female,55,No,No,Unemployed,Suburban,Bachelor,1673071200
71,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,5379859c-62a4-483a-bf50-263613d93238,no_churn,0.0114791539999999,0,no_churn,-0.11303260723475,0.0631399718866509,0.0459914767694908,0.0346315773819003,-0.0378983572712161,0.102157085014971,0.119367540615859,0.0566171675483974,Male,67,No,Yes,Disabled,Suburban,Master,1673071200
23,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,b1177299-84cd-423c-90c3-b212252e8085,no_churn,0.16078481,0,no_churn,0.0258863912205924,-0.0009917230817336,0.115673689905761,0.0515333097183247,0.127438034458683,-0.0387714136241902,0.160691024399748,0.103514542323956,Female,55,No,No,Unemployed,Rural,Master,1673071200
23,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,3e214b1a-b588-4763-a81c-3133825735cc,no_churn,0.13885795,0,no_churn,-0.0702748517589134,-0.015869000575185,0.0243456418574351,-0.0367086391247721,-0.149643956026666,0.0465410800610698,-0.0148749506071362,0.0274585249469419,Male,58,No,No,Disabled,Rural,Doctor,1673071200
72,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,e6725903-c8c3-4e10-b649-759f35f21841,no_churn,0.0048428625,0,no_churn,-0.141157481773353,-0.0008347324216083,-0.0054740954447152,-0.0157910810086377,0.0886027583031864,0.0677413228187742,0.0578692645477258,0.0760178942251877,Male,69,No,Yes,Employed,Suburban,High School or Below,1673071200
72,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,5ede1246-1d36-4493-9494-e712b151daf9,no_churn,0.0044740257,0,no_churn,-0.144831751840738,-0.0025967076287543,-0.0095061399795667,0.0045229806154475,0.0428128860784545,-0.193110617670009,0.0430178185718978,0.0506653811296564,Male,55,No,No,Medical Leave,Rural,High School or Below,1673071200
26,Yes,Yes,Medium Speed,Phone_Support,One year,<80hrs,Active,0cb2d18d-1459-4de0-977e-a8853d56e56c,no_churn,0.17495067,0,no_churn,-0.0339484674521736,-0.0013114689597477,0.01723732207196,0.0288016625802447,0.0929860237562206,-0.159754495814523,0.0651602198878663,0.0832316247155176,Female,71,No,Yes,Disabled,Suburban,College,1673071200
30,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,6b985697-ed5c-427d-81cc-bb9ef1369c99,no_churn,0.1137603,0,no_churn,-0.026730399127091,0.041860542254335,-0.0261505144524471,0.0196956022333233,0.0572563368170722,0.101940600340504,0.0088842087584998,-0.0001872897902831,Male,40,Yes,Yes,Employed,Rural,Bachelor,1673071200
69,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,8d501f0d-c21f-4c42-a935-5c9741daf950,no_churn,0.114766404,0,no_churn,-0.119359077211793,-0.0228013420218212,-0.0171359738885075,-0.0312295945316373,-0.0989927568655002,0.0519197509017431,0.0034972872711023,0.0050755529415482,Male,35,No,Yes,Employed,Rural,Bachelor,1673071200
57,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,9f13419b-5482-4457-81dc-7aafd5e0a8cc,no_churn,0.09137221,0,no_churn,-0.144557507525813,-0.0087902570313963,-0.0017337221152956,-0.075730727521734,-0.0927522960746046,0.0380615419055038,0.0089754866987505,0.0075013284184592,Female,72,No,No,Unemployed,Suburban,High School or Below,1673071200
47,Yes,Yes,Medium Speed,In_Store_Support,Two year,<50hrs,Active,2d75d561-9605-47b2-8116-80362035aa4c,no_churn,0.0170325,0,no_churn,-0.0556780871486671,-0.0023891800176352,0.0130942974149093,-0.0463102579641236,-0.0443443230980756,-0.166057398377889,0.0326066185420768,0.0300521787310435,Female,73,No,Yes,Employed,Suburban,Bachelor,1673071200
35,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,aeacb613-f3e5-4df0-94eb-0b7986e81a6a,no_churn,0.16801852,0,no_churn,-0.228191201857126,-0.0070303010604493,-0.0287488520754232,-0.0586234590062213,0.0622072233372091,0.0129367070538955,0.033413728443902,0.0455338127100913,Female,24,No,No,Employed,Rural,College,1673071200
32,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,93b1c6bb-64a8-4973-b120-028242819901,no_churn,0.0142174,0,no_churn,-0.0010033300627856,0.0007579173447084,-0.0158287680264402,0.0014467391446305,0.0289028981536466,0.108621700546319,0.144119123840865,0.0644575744086432,Male,57,Yes,Yes,Unemployed,Suburban,College,1673071200
44,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,cdbd10c3-4dfb-4d64-869e-80a8d93a322f,churn,0.017254975,0,no_churn,-0.192240099510373,0.0267888115004643,-0.0337434541429138,-0.0030976005806314,0.0196439294844276,0.0670710091279943,0.0433908674769918,0.068160386004256,Female,25,No,No,Unemployed,Urban,Bachelor,1673071200
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,6edc2ad6-2638-400a-a1a6-7c63283b1c72,no_churn,0.0051433059999999,0,no_churn,-0.183021624687744,-0.0107258822935818,-0.0252107759478167,-0.0119680126626735,-0.0759966500395603,0.0320038834885417,0.010590881473563,0.0367685567258922,Female,50,Yes,Yes,Employed,Suburban,Bachelor,1673071200
24,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9beaba20-67be-4ced-8c26-d9a882efa63e,no_churn,0.01278693,0,no_churn,-0.103913383311137,0.0403199380556179,-0.0032719783781431,-0.171010853243188,0.0102746483047303,0.0545149043274614,-0.0419057377884018,-0.0440336890746766,Female,31,Yes,No,Unemployed,Rural,College,1673071200
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6c48ae37-a10a-487e-9199-37353ba6391c,no_churn,0.008215088,0,no_churn,-0.0685761039510271,-0.0034596994088542,-0.0908796268862579,-0.0016344040800049,-0.0033455201998049,0.0515293019543514,-0.0104011349153915,-0.0322589632301515,Male,75,No,Yes,Employed,Suburban,High School or Below,1673071200
71,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d4509122-6368-4e98-8227-f76fd4a5dc2f,no_churn,0.00509016,0,no_churn,-0.0791011121523297,-0.0015216554585094,0.001159552983413,-0.0026843296742981,-0.0310979999680785,0.0575388264406319,-0.0229866969090062,-0.040332737297067,Male,75,Yes,No,Employed,Suburban,Bachelor,1673071200
21,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,920f4e8a-3133-4948-a8d7-986943f2e491,no_churn,0.1225808,0,no_churn,0.102731601229098,0.125144233922892,0.0571552451573643,0.119998464133123,0.0852496824602622,0.117263935807568,-0.0071893605438435,-0.0227132771970809,Male,56,No,Yes,Unemployed,Suburban,Bachelor,1673071200
30,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,1ad4d870-e84e-4b6b-9314-9e24fce19b3b,no_churn,0.083639905,0,no_churn,-0.0173664560970974,-0.0053428650039495,-0.0150502814805622,-0.0345732365502954,-0.0284406602421131,-0.134151577931461,-0.0165449434152651,-0.017556131358433,Female,60,No,Yes,Unemployed,Suburban,Master,1673071200
51,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d4c64492-75e4-4b1f-8f74-b6a014b886dd,no_churn,0.043954894,0,no_churn,-0.123974984423876,-0.0047784636300821,-0.0367053885542191,-0.0651985005639653,0.0194364764393321,0.0316732538971155,-0.0358659983589859,-0.043612546730892,Male,41,No,No,Unemployed,Suburban,Bachelor,1673071200
63,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,58f2edbb-9e75-411e-8b6b-7d1142aa7184,no_churn,0.057858482,0,no_churn,-0.0821260626728599,-0.0066868459065881,-0.0291227809895463,-0.043569365255862,-0.070692832489467,0.0362044285227148,-0.0162824171519605,-0.009250275377708,Female,66,No,Yes,Employed,Suburban,High School or Below,1673071200
70,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,aa6154a4-4971-4ed9-b770-459e7b63a5ec,no_churn,0.025595356,0,no_churn,-0.0665233164437631,-0.0031911918201694,0.008400813602293,-0.0111752377658558,-0.0045238291834539,-0.148784206972305,-0.0191733672086047,-0.0240558163791138,Male,68,No,Yes,Unemployed,Suburban,College,1673071200
33,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,5aac034a-403f-4fb1-a08d-dd3558aea947,no_churn,0.077813394,0,no_churn,-0.0307537530206218,-0.0053270787258225,-0.000327133568976,-0.0534663484191833,0.0100791221408781,-0.11784280217069,-0.0317645703254584,-0.0396235882006385,Female,71,Yes,Yes,Employed,Suburban,Bachelor,1673071200
62,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a946e9b6-f9fd-47b9-b0fc-c05336d887f4,no_churn,0.029907415,0,no_churn,-0.106852996430689,-0.0041257743049573,-0.0353302849548435,-0.008115303979157,0.0052987498783932,0.0497696348736644,-0.0364290431507561,-0.053241132727835,Male,70,No,No,Unemployed,Suburban,High School or Below,1673071200
67,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,3fef5b16-956f-4017-a3b1-20fd48ebc5c6,no_churn,0.02026604,0,no_churn,-0.0566498306371431,-0.0033529513742723,0.0093597111720009,-0.0215690346825977,0.0052715282945609,-0.158813165894408,-0.021009754321567,-0.0222626551923713,Female,60,No,Yes,Unemployed,Suburban,College,1673071200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3f5f4ef4-5cc5-40f0-987a-78c62b669d8d,no_churn,0.011569083,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,41,No,Yes,Employed,Rural,High School or Below,1673071200
33,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d849337a-7352-4e55-9fa2-5fd99c5ae4b6,no_churn,0.21551497,0,no_churn,-0.178282396328959,0.0357048773709448,-0.0106837504637996,-0.0474419028084503,0.0082437192547422,0.0451276554669266,-0.0226177326393417,-0.039076620928472,Male,54,No,Yes,Unemployed,Suburban,Bachelor,1673071200
71,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2b5cf1db-5ea8-4309-94a5-7fbb1ed1efeb,no_churn,0.0023783974,0,no_churn,-0.130324613647967,-0.002316436724127,0.0305187918082583,0.0246188114802839,0.0533547684049199,0.0765734440267533,-0.0254075370021337,-0.0470433795993994,Male,54,Yes,No,Employed,Suburban,High School or Below,1673071200
70,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,135055ae-87d1-4d69-ab78-b9a96b24e487,no_churn,0.03336765,0,no_churn,-0.113116043622513,-0.0019129147400599,0.0313632447487634,0.0281675788753227,0.0530031911158403,0.077420096759688,-0.0329543828921532,-0.0519969211844181,Female,26,No,Yes,Unemployed,Urban,Bachelor,1673071200
37,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,75a22e38-1609-4480-87d2-2e5348c9aa06,churn,0.12632272,1,churn,0.0822047887402004,0.200433062864331,0.0750402133119359,0.0668145113257378,0.0693865667380305,0.144799958092367,0.0188592327851847,0.0134355208316992,Female,58,No,Yes,Employed,Suburban,High School or Below,1673071200
37,No,No phone service,Medium Speed,Phone_Support,Two year,0hrs,Disabled,b6c15a75-30c5-47f0-b989-36070f097c71,no_churn,0.0139568119999999,0,no_churn,-0.052796093481611,0.0226365591578724,0.010195090966954,-0.0608703499731382,0.0116132191328324,-0.141714904347882,-0.0225398077838872,-0.0355498666732273,Male,61,No,Yes,Unemployed,Rural,Bachelor,1673071200
46,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d4218ed6-47d8-4d9b-a0f8-3bd3440f0d57,no_churn,0.012657255,0,no_churn,-0.0369598703321435,0.153040814607407,0.0662620089534766,0.125238795658429,0.0342133604373611,0.110515828241046,0.0038371182698119,0.0148258043972964,Female,26,No,Yes,Employed,Suburban,Bachelor,1673071200
62,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9861ff72-491b-4794-b94f-f25b9a526c23,no_churn,0.014449013,0,no_churn,-0.106852996430689,-0.0041257743049573,-0.0353302849548435,-0.008115303979157,0.0052987498783932,0.0497696348736644,-0.0364290431507561,-0.053241132727835,Female,60,No,No,Employed,Suburban,High School or Below,1673071200
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,b0070ef1-e516-47ce-a4a1-5b603479d4b6,no_churn,0.0059277327,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,64,Yes,No,Unemployed,Urban,High School or Below,1673071200
20,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8717cfff-2cf2-49da-ab2d-9fc3e4ba3494,no_churn,0.20637585,0,no_churn,-0.0448815184776685,0.0672444064127921,0.0124162939943153,-0.01754904549618,-0.0240486536903154,0.0580314625396431,-0.0337953186146842,-0.0591342523678076,Male,61,No,Yes,Unemployed,Suburban,Bachelor,1673071200
57,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2d4648e6-9153-4952-a37d-1a028267d93d,no_churn,0.021789528,0,no_churn,-0.0689809508099097,-0.0059078809137463,-0.006238930116342,-0.117393374025451,0.0206853539024814,0.0367828876686871,-0.0456143075142244,-0.0423589495240048,Male,41,Yes,Yes,Unemployed,Suburban,Bachelor,1673071200
29,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e950ce94-603b-4f5f-9816-5fc9dea0b7ad,no_churn,0.059835818,0,no_churn,-0.0702435565925088,0.0547940037063017,0.02689421897393,-0.0737702996974349,-0.162414728215354,0.063651166374907,-0.0124997310825347,-0.015437222627761,Female,60,No,Yes,Employed,Rural,Bachelor,1673071200
48,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8c2b3671-15df-4292-b15e-b1438189ba39,no_churn,0.0599158329999999,0,no_churn,-0.0904665208965889,-0.0046167203562072,0.0239009232940952,-0.182550509281791,0.018895894944826,0.0404395451091295,-0.0211210623599254,-0.0266895202618889,Male,29,Yes,No,Employed,Suburban,High School or Below,1673071200
56,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,667e018f-200e-4225-8795-e1f6620e3f80,no_churn,0.05058191,0,no_churn,-0.0344192180741993,-0.0064269968377902,0.0058064670789008,-0.0211683413019,-0.0406692870209553,-0.0482599088856295,-0.0221883834815162,-0.0217004834795443,Male,61,No,Yes,Medical Leave,Suburban,College,1673071200
10,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,355941ff-7ac4-468b-b4cc-476159da8eb7,churn,0.83614564,1,churn,0.130341169393896,0.0010542702394013,0.089927537786807,-0.0008272173990189,-0.0028956034085967,0.138325773641263,0.143001986381096,0.103462606366165,Female,28,No,Yes,Medical Leave,Suburban,High School or Below,1673071200
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,309435ac-b2aa-4db2-8e14-642c9ba02715,churn,0.37313104,1,churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Female,48,No,Yes,Retired,Suburban,High School or Below,1673071200
4,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,22b1d4d1-3ed3-4416-8cad-8bca82f34549,churn,0.83243,1,churn,0.0883307800699185,-0.0101540041878615,-0.0490349475185803,-0.0969882720439363,-0.03929140385771,0.0691109928799778,0.0279664498448983,0.0177009210201026,Male,28,No,Yes,Employed,Suburban,College,1673071200
56,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,036a284c-389d-4207-b9ae-b8b7c1d072df,no_churn,0.041471314,0,no_churn,-0.0017659924372492,-0.0013337395122289,0.0074012702416803,-0.0171409420791496,0.0766411354700721,-0.240173471901753,0.0322568029184458,0.0550887830381907,Male,31,No,No,Unemployed,Rural,Doctor,1673071200
69,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,115b25e6-5d75-4385-8082-35334b1e3703,no_churn,0.07532272,0,no_churn,-0.116088924031747,0.0007722242401359,0.0057651634821013,-0.0282852209241718,0.0668114271815102,0.0762673756933145,0.0771768541188339,0.108554948904221,Female,33,No,No,Unemployed,Suburban,High School or Below,1673071200
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,af38c0a3-b4e4-44bc-9e60-b16b35438e93,no_churn,0.06106058,0,no_churn,-0.123168491578908,-0.0007315923104943,0.005711372229889,0.0228961478377641,-0.0927238459363616,0.0331915815518004,0.083884758230115,0.0652472538914025,Male,57,Yes,No,Unemployed,Suburban,Bachelor,1673071200
57,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,cc30af53-be6e-4c18-a73a-45bf03c9aab0,no_churn,0.24855585,0,no_churn,-0.156617790754581,-0.0041038110271438,-0.0625967592927918,2.54297371611756e-05,0.0678545061755539,0.0408805224029492,-0.0235286127876861,0.0135048097910112,Male,30,No,Yes,Unemployed,Suburban,High School or Below,1673071200
67,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,f11db40b-f49d-4f0d-90d1-c741fc38614e,no_churn,0.080282934,0,no_churn,-0.107539077785987,-0.005758201141034,0.0044028396866269,-0.0548441983441443,-0.10194693071724,0.0344298067107229,0.0115670050732842,0.030662605542584,Female,76,No,No,Employed,Suburban,Bachelor,1673071200
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,29fdf33b-a3a4-4419-b76d-3db64dcc7985,churn,0.034835376,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Female,37,Yes,No,Employed,Rural,High School or Below,1673071200
68,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,32f5c8d3-7a5e-4cca-8e81-36e5064b660e,no_churn,0.07734268,0,no_churn,-0.190751479145865,-0.0038478221459627,-0.0397757598337921,-0.0550891279815732,0.0021432085882042,0.045889517228752,-0.0113237405322161,0.0450623863899818,Female,62,No,No,Employed,Suburban,High School or Below,1673071200
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,f5c2d196-fdc8-4ce0-87be-e69ce8f9db45,no_churn,0.02958502,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Female,73,Yes,No,Employed,Urban,Bachelor,1673071200
58,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,12dda4e5-da91-46e8-a0fb-cbc0c3506347,no_churn,0.2803177,0,no_churn,-0.199870410574831,-0.0050532303352474,0.0406025085761348,-0.0038326745020867,0.0400230376615672,0.047757522603747,-0.0535281897783534,0.068553856855724,Male,34,No,Yes,Employed,Rural,College,1673071200
70,Yes,Yes,Fiber optic,In_Store_Support,Two year,<50hrs,Active,ecbe1d4b-6f1e-4715-88a5-46f4c1384e59,no_churn,0.03399255,0,no_churn,0.0176681842575499,-0.0007482442029231,0.0695568859729201,0.107462828050029,0.001401815486115,-0.0385500352490134,0.0806283956763399,0.0043873622860701,Male,34,Yes,No,Employed,Suburban,College,1673071200
67,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,6b7601d8-04f2-4d72-bc8d-554c13b34fc8,churn,0.1479565,1,churn,-0.211056381415692,-0.0028948064659198,0.0466254660110644,-0.0169279367269337,-0.009298142430016,0.0590634787398721,0.0282323726435242,0.0254004352564152,Male,40,Yes,No,Employed,Suburban,College,1673071200
71,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,8d217815-9cf7-4b85-8521-539f4c37c295,no_churn,0.013925343,0,no_churn,-0.108519640022405,-0.0029987869020624,-0.0226174027381193,0.0273296895151634,-0.0188597769741818,-0.10710047457791,-0.0081359621384217,-0.0114571323824748,Female,79,No,Yes,Employed,Suburban,High School or Below,1673071200
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,7ba225d1-45a0-4c6f-960a-77a96f325b0e,no_churn,0.4952679,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,56,No,No,Medical Leave,Suburban,Bachelor,1673071200
42,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,334339c6-e4a4-4126-ba9e-74f9af842c0e,no_churn,0.2526458,0,no_churn,-0.0688319147759421,-0.0054822419940046,0.0057096745995204,0.0861316355753479,-0.144380086386841,0.0491751530210376,-0.0487921493256362,-0.0295562197401432,Female,42,No,No,Unemployed,Suburban,High School or Below,1673071200
12,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,05e20cf1-722b-49a4-a650-377bcda891f3,churn,0.33679372,1,churn,0.0061247164897031,-0.0042252229342193,-0.0265557829389945,0.0545220724300997,-0.126841335047939,0.053240121150784,-0.027931300070104,-0.0520260869707817,Male,49,No,Yes,Employed,Suburban,High School or Below,1673071200
43,Yes,Yes,Fiber optic,In_Store_Support,One year,0hrs,Disabled,3eb009b6-1041-4dc4-8f12-fc44508a5edd,no_churn,0.056528207,0,no_churn,-0.0464382330342277,-0.0032164791132163,0.0282163016384947,0.0741129337591155,0.002612664229432,-0.0706734460953566,-0.0325275057121325,-0.0444457200830129,Male,32,No,No,Medical Leave,Suburban,Bachelor,1673071200
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,1e8036b6-064a-4302-9540-45207b57057b,no_churn,0.5216147,0,no_churn,-0.0112896183486554,-0.0044430545562318,-0.0383542366260007,0.0198402608144533,-0.173633309639872,0.0539159194032163,-0.0368798288052676,-0.0516822825882991,Female,31,No,No,Employed,Rural,College,1673071200
40,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,f2808023-a1f9-43e0-992f-b034243d28c3,no_churn,0.26356134,0,no_churn,-0.0382534539448988,-0.0019873981921409,0.0645900028109826,0.035443316368528,0.102038370902192,0.114281437718073,0.0712784669309803,0.103583116202135,Male,32,Yes,Yes,Employed,Suburban,College,1673071200
52,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,cab3a4ed-473f-4982-a58e-d803f9c931c3,no_churn,0.28814468,0,no_churn,-0.0579407182368243,0.100101737950995,0.0323159348441276,0.0110939423403135,-0.0017450400348104,0.0756929252180748,0.160757749399608,0.0706973253474348,Male,45,No,No,Unemployed,Urban,Bachelor,1673071200
10,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,827d36d1-b192-4dd7-9857-579704970f4b,no_churn,0.21729146,0,no_churn,-0.0626403359085725,-0.0154526479639753,-0.0923704642393659,-0.074376255313864,-0.140358270608431,0.0565414852600224,0.0538138571589661,0.02581647888107,Female,46,No,No,Employed,Suburban,Bachelor,1673071200
12,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,0c3db5d4-342b-4114-b380-dc0623b05406,no_churn,0.1072874,0,no_churn,0.097513294464843,-0.0014001709569765,0.133858660075448,0.0378403762768266,0.143208470750515,0.138574882459707,0.0500811507502476,0.0582971961191515,Male,64,Yes,Yes,Employed,Urban,College,1673071200
22,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,44708514-4a1b-45b1-977c-679e939b2ad0,no_churn,0.474213,0,no_churn,-0.0539843272400412,0.0357567102146276,0.0144056965376512,-0.0193543408756249,0.0511076312062596,0.0783192706706449,0.0612232760626648,0.0734999348319615,Male,28,No,Yes,Employed,Suburban,College,1673071200
43,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,89112b78-f20c-4e0e-adf2-40b9ec08f1fe,no_churn,0.071046315,0,no_churn,-0.160563286034612,-0.0089717125401875,-0.0356197192113359,-0.0886143129072115,-0.015155641087349,0.0572912025893856,0.0260783250640815,0.0565289926556215,Male,20,No,No,Unemployed,Suburban,High School or Below,1673071200
17,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,826ba6a1-d81f-4f25-b7d8-bdf5b6a7bf8b,no_churn,0.31030872,0,no_churn,-0.0170228209615891,-0.0423516329235815,-0.0001449850927986,-0.0053165789822003,-0.106042571555612,0.0709714245232157,-0.0273151541472782,0.0381961639127166,Male,24,Yes,No,Medical Leave,Suburban,High School or Below,1673071200
49,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,15aba02f-fc07-4da6-90c4-b809391fd2cd,no_churn,0.08819501,0,no_churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Female,44,Yes,No,Disabled,Urban,College,1673071200
70,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,d9ad4225-be0d-4840-9261-d97109ebf41a,churn,0.26550224,1,churn,-0.193900390039007,0.0161938339142534,-0.0023609334626326,-0.0682801429773735,-0.0595727930381053,0.0459687331496616,0.0331062505091176,0.0398192886026299,Female,45,No,Yes,Disabled,Suburban,College,1673071200
12,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,5e4935ed-5f9c-43e2-bf35-c0527403bed1,no_churn,0.05311317,0,no_churn,0.0113984246661857,-0.0053004744256031,-0.0300384182437665,-0.016062614373277,-0.0342661882342054,-0.0977767617536574,-0.0297755100084396,-0.0315379430421671,Male,24,Yes,No,Employed,Suburban,Master,1673071200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b16348ec-669e-4af5-b3cd-0c2e3e56927c,no_churn,0.24147242,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,50,Yes,Yes,Employed,Suburban,Bachelor,1673071200
32,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,c6ac0453-d00b-406f-9a2b-540ef66491f0,no_churn,0.039049964,0,no_churn,-0.0743678316973137,0.0222923821146241,0.0059591771483155,-0.0651317185053403,-0.0208553157304504,-0.109885851537679,-0.0126343557791369,-0.0144026384992048,Female,21,No,No,Medical Leave,Suburban,Bachelor,1673071200
40,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0b957ddd-5447-457a-83d8-1762d1a9f17f,no_churn,0.009636123,0,no_churn,-0.0699869743634008,-0.0173199423574078,0.0554329450024488,0.0353408509044129,0.0721276196069629,0.0925877553907503,-0.0330745252252017,-0.0184672123979908,Male,52,No,Yes,Employed,Rural,College,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f0d668c7-a2c8-4bd7-841a-aeafd8d2c252,no_churn,0.30543727,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,55,Yes,No,Medical Leave,Suburban,Bachelor,1673071200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,017d545a-fd84-44e3-8174-587bf535a9e6,no_churn,0.07045424,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,22,No,Yes,Unemployed,Suburban,Master,1673071200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4cd2d714-cc66-4f7f-9351-0ed4846d74d2,churn,0.29611257,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,51,No,No,Employed,Suburban,Bachelor,1673071200
48,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,df668851-35cb-4c5f-b6a5-7862e8b6d7b2,no_churn,0.018497903,0,no_churn,-0.0415774819527359,-0.0051104424432378,-0.0168528686096033,-0.0310657949151209,0.0139599997840196,-0.116931544527888,-0.0226176861069325,-0.0488303347105466,Female,33,Yes,Yes,Unemployed,Urban,High School or Below,1673071200
14,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8184b22d-059f-4c4b-93c9-71bf57d19396,no_churn,0.09628556,0,no_churn,0.109866867955234,-0.0085841232106486,0.0956853361702269,0.031355714506426,-0.000964307655131,0.102964217532617,-0.0082968042303036,-0.0086272186318637,Female,23,No,Yes,Employed,Suburban,College,1673071200
2,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1532cfa6-c5b0-4b44-9ce5-a718dba9d1b7,no_churn,0.1452136,0,no_churn,0.178468831685204,-0.0097477521188557,-0.0276459818511102,-0.082014444577926,-0.0766344108100293,0.0987217679940931,-0.0475387314626277,-0.0409637079103049,Female,25,No,Yes,Employed,Rural,Master,1673071200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5b18247a-6a0e-487f-b455-90458d6510dd,no_churn,0.12564336,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,40,No,No,Unemployed,Urban,Bachelor,1673071200
27,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3f6f748a-3a02-43f3-ba86-c1ae016e1dda,no_churn,0.035270512,0,no_churn,-0.105217976331014,-0.0144428381030593,-0.0583072551809891,-0.0353886746764146,-0.0366350498355495,0.0349496104616991,-0.0352469576310522,-0.0187370100243606,Male,41,No,Yes,Employed,Suburban,College,1673071200
69,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3387828f-9ea8-4e1e-a964-bfa9a3d59f9a,no_churn,0.008921994,0,no_churn,-0.0968231939091674,-0.0039452033905945,0.0045859342339099,-0.0937985085155196,0.0162569647980762,0.0499096102533258,-0.0295950633931715,-0.0686722485356858,Female,80,No,No,Disabled,Suburban,College,1673071200
12,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e764fde7-18fe-4e8c-90f5-586fe7c3b694,no_churn,0.32798055,0,no_churn,0.0223609795998345,-0.0044758659455692,-0.0615919440045036,-0.0142641164901215,-0.0356409038903802,0.0374411373499151,-0.0117591953754254,-0.0095653256134755,Male,64,No,No,Unemployed,Urban,Master,1673071200
28,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,7726b1f5-4555-4f9e-a3ec-7b5a0686a0d5,no_churn,0.1638559,0,no_churn,-0.0881531905530209,-0.0109264712884942,-0.0273034124038713,-0.0540807406284147,0.0159410932359423,0.041571967734053,-0.057517572870347,-0.0685578243209784,Male,32,Yes,No,Retired,Suburban,Bachelor,1673071200
67,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,7d541edc-2fa2-47f6-b543-1ad6d3382236,no_churn,0.0134113669999999,0,no_churn,-0.0459363112333539,-0.0032666339248316,-0.0173091190155537,-0.0210869099903357,-0.0174795516080212,-0.131319315578976,-0.0147665836543001,-0.0178617274351199,Male,49,No,No,Employed,Urban,College,1673071200
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,259e5304-4085-4b1e-ac2b-dba09f87cacf,churn,0.7785517,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,21,No,No,Unemployed,Urban,Bachelor,1673071200
69,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ba021e8a-bf08-40ae-bf7d-b7064f9e358c,no_churn,0.00621405,0,no_churn,-0.0379573061687006,-0.0036577903982833,-0.0033015572182921,-0.0347502088006695,-0.0047410549434698,0.0564217267991443,-0.0179611566275798,-0.0130788052324351,Male,54,Yes,Yes,Unemployed,Suburban,Master,1673071200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,47101ffb-1f32-4f4b-8839-6861ae86b6f4,no_churn,0.5907695,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,52,No,No,Employed,Suburban,Bachelor,1673071200
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d362a869-fe99-41fc-a909-306755244796,churn,0.048092723,1,churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Female,47,No,Yes,Employed,Suburban,Bachelor,1673071200
32,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4994a479-16d0-4ae4-87f7-ff75acf679e1,no_churn,0.22630945,0,no_churn,-0.0096940677199836,-0.014940783815,0.0017845799002134,-0.0477636532019823,0.0019660357482734,0.0523457921736826,-0.040168955703848,-0.0092217642339892,Male,40,No,Yes,Unemployed,Suburban,High School or Below,1673071200
71,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,40cb9b0d-56b8-49ed-9825-ef6449396fa3,no_churn,0.0023152682,0,no_churn,-0.106479794914089,-0.0040804036769122,-0.0399017005487712,-0.0075169205197607,0.0092718397990165,0.0555886985835513,-0.0308121495715613,-0.0550957201913479,Female,23,No,No,Employed,Suburban,College,1673071200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3f0e9165-229c-4069-a1a7-52a9cebfd695,churn,0.46881646,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,20,No,No,Employed,Urban,College,1673071200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,06e231ff-5779-4830-aa50-161adf55f266,churn,0.6660255,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,44,No,No,Employed,Rural,High School or Below,1673071200
49,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,153b2247-ce5a-411d-b177-78e5581e88f8,churn,0.12316815,1,churn,-0.06235502106093,-0.0042712534671545,0.0232236876380966,-0.0664161213670649,-0.0611464172663772,0.0469470527292833,-0.0268635543445452,-0.0573111912021522,Male,73,No,No,Employed,Suburban,Bachelor,1673071200
12,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c1593278-439c-4297-a0aa-f69d31d44f13,no_churn,0.010411896,0,no_churn,0.129340451116805,-0.0007527609899625,0.0555373506650903,0.0358372843839606,-0.0415986298340703,0.0913064187683357,-0.0147094388828736,-0.0172884083503413,Male,78,No,Yes,Unemployed,Suburban,College,1673071200
9,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,a2ca667f-a5d0-4826-9107-6a8256bb6ddb,no_churn,0.0083822569999999,0,no_churn,-0.0037655865680062,-0.0049773274919789,-0.0155966971709858,-0.0325653871927897,0.0012805270052194,-0.146417581826881,-0.030904439590522,-0.0340796600689282,Female,27,No,No,Employed,Suburban,Master,1673071200
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,06cb4f03-6ae1-4eeb-83db-a6ca8b4ae879,no_churn,0.0029072765999999,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,32,No,No,Unemployed,Suburban,High School or Below,1673071200
47,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,4ad89b9f-c6b9-427d-a340-e5e891fcc594,no_churn,0.03891441,0,no_churn,-0.0242655028156696,-0.0107281061563298,0.0123764335675969,-0.0203527343800033,0.024347871599366,-0.157128329330817,-0.0351507685368687,-0.0581250162134165,Female,76,No,No,Unemployed,Urban,Bachelor,1673071200
25,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,fec18fda-755c-412b-ac3b-6332eb14b6ae,no_churn,0.033709083,0,no_churn,-0.017818939015342,-0.0056899712114136,-0.046633850174021,-0.0304391109065363,-0.0057784974305741,-0.0890566493017377,-0.0338459567478366,-0.0397631784483201,Female,76,Yes,No,Employed,Suburban,Bachelor,1673071200
63,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,39448852-47f7-4c4e-91bf-0f2cf59c723a,no_churn,0.004834145,0,no_churn,-0.0908686888012835,-0.0024387475248659,0.0473971957427056,-0.0132655893215815,0.0612054188585352,0.0791512910525034,-0.0161680512779094,-0.0259199312756027,Female,38,No,Yes,Unemployed,Suburban,High School or Below,1673071200
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,607e2a69-1b5d-44ea-810c-470ac3fce061,churn,0.664921,1,churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,38,No,No,Employed,Urban,Bachelor,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,02b4d545-6d8c-4735-8591-3da855b70e46,churn,0.31449354,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,63,No,Yes,Employed,Suburban,High School or Below,1673071200
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,a31537d0-1f7f-49a4-a731-29445962ba38,no_churn,0.11497297,0,no_churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Male,75,No,No,Retired,Suburban,Bachelor,1673071200
37,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,40b595c7-6cc1-4048-ae10-f1c4d126603a,no_churn,0.25793278,0,no_churn,-0.0605173137775727,0.0569924551239637,0.0234703723599341,-0.16679695704579,-0.0453096683107651,0.0699783243859383,-0.0121696120407432,-0.0246737510687671,Male,39,Yes,Yes,Employed,Rural,College,1673071200
53,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,38f84056-def3-48e5-b183-cb41ce689fd5,no_churn,0.04552183,0,no_churn,-0.0252428936357819,-0.0037219274190647,0.010710639296135,-0.0425277953344584,-0.0178545433093631,-0.0763434529155665,-0.0256458213866699,-0.0284003564045815,Male,33,No,No,Retired,Urban,Master,1673071200
39,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a7fc146f-43f3-47f1-97aa-598f70bafb52,no_churn,0.009260827,0,no_churn,-0.060575707659309,-0.0159432013371406,-0.0220550206172447,-0.0506192447381909,-0.100144850254746,0.032612950431303,-0.033007936474296,-0.0192931402332578,Female,33,No,Yes,Medical Leave,Rural,High School or Below,1673071200
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d9f46c3c-8b5b-42c7-bd98-3ed7bc6d205e,no_churn,0.14560145,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,66,Yes,Yes,Unemployed,Suburban,Bachelor,1673071200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2d071624-35da-4257-ae82-cec40f3f354d,no_churn,0.45786116,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,40,Yes,No,Unemployed,Suburban,High School or Below,1673071200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,39534d82-0e6c-4129-ab4c-c6dc3b085304,churn,0.65900505,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,51,No,Yes,Employed,Urban,Master,1673071200
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4888b54c-a436-498c-9d12-bf0e2f3113b2,no_churn,0.31959996,0,no_churn,0.157524558774821,0.0665483926979141,0.0372286435608475,-0.0593348094456359,-0.0251455041677945,0.11258760075928,-0.0283062449934095,0.0046013782265345,Male,77,Yes,Yes,Employed,Urban,College,1673071200
32,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,3d788860-6be7-4bc8-9027-75cd509e4d45,no_churn,0.0250659999999999,0,no_churn,0.0163690615058385,-0.0049476179722296,-0.021564607100463,-0.0803746871571093,0.0223253492775893,-0.125871901068476,-0.0246829179417909,-0.0302788319566025,Male,78,Yes,No,Employed,Rural,College,1673071200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,43cc2109-1bfd-42d2-85bc-f07f1894ff95,churn,0.33750102,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,79,No,Yes,Employed,Suburban,College,1673071200
2,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,407bc15c-201f-4536-a6d6-a50288b738ee,churn,0.6503921,1,churn,0.22183124821855,0.153174818897087,0.0721517998411809,0.0274313188855103,0.0305375740981799,0.161350421206748,-0.0252509638096808,-0.0308378591581367,Female,62,No,No,Unemployed,Urban,College,1673071200
46,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1005d70d-dc17-48a0-8fe9-a665735486db,no_churn,0.16224591,0,no_churn,-0.151626935841709,0.036595309449799,0.0120366466668065,-0.0323368143703419,-0.0182305407498188,0.026721488883727,-0.037749298466615,-0.0364360052686788,Female,46,Yes,Yes,Unemployed,Suburban,Bachelor,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6de089dd-e5fe-4f13-bd31-d4b5cf0f66d7,no_churn,0.49862513,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,69,Yes,Yes,Employed,Suburban,College,1673071200
39,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,984d46e9-f860-474f-a4f3-b81f82695245,no_churn,0.020740397,0,no_churn,-0.0596002346659679,-0.0159669036854756,-0.0109297239778425,-0.0471726195977316,-0.10384974129297,0.0358356039354021,-0.0417600669406601,-0.0230824652337469,Male,76,Yes,No,Employed,Suburban,College,1673071200
18,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fb22956b-9efd-4255-9f95-bcee27042b04,no_churn,0.14171457,0,no_churn,-0.0679779410317587,-0.0096693132320433,-0.0453602432003936,-0.0254514320604357,-0.075362119550291,0.0233241976137924,-0.0378683216627359,-0.0306609778098754,Male,46,No,No,Employed,Suburban,Bachelor,1673071200
35,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,fe1bdc31-c77b-499e-9621-410967a2b7f6,no_churn,0.0292551,0,no_churn,0.0099067996759913,-0.0008229961861798,0.0266826606881386,-0.0439539144939317,0.046034833603735,-0.11018482433813,-0.0239401975624787,-0.0427485107784014,Male,39,No,No,Unemployed,Suburban,High School or Below,1673071200
10,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2232b4ec-0187-47b8-967b-f3f0e503ad77,no_churn,0.18037334,0,no_churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Male,33,No,No,Unemployed,Suburban,Bachelor,1673071200
52,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,e7bb621d-be10-4b23-8746-cb6b75f269c2,no_churn,0.0052707656,0,no_churn,-0.0643692096512131,-0.0029734832065332,0.00069163639826,-0.0531737917126702,0.0119833603037113,-0.10992111827095,-0.025552931526563,-0.0257106152941833,Female,43,Yes,Yes,Employed,Urban,College,1673071200
69,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6dd03304-b32a-447d-9e72-b9f883eecdad,no_churn,0.005636812,0,no_churn,-0.0576083482609828,-0.0035580614630271,-0.0211533714581219,-0.0183986890971937,0.0027585839566017,-0.127644081966164,-0.0182716738396629,-0.0251505116192311,Male,48,No,No,Employed,Urban,Bachelor,1673071200
31,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8c7520a7-4c04-4537-baa9-b0410e82a317,no_churn,0.18085936,0,no_churn,-0.0296743290661879,-0.006940085202691,-0.0609190803148703,-0.0414587707856844,0.0149495284583827,0.0598541707172262,-0.0566781435409348,-0.0681594437181593,Female,22,Yes,No,Employed,Suburban,High School or Below,1673071200
52,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,75a41bdb-442a-4516-a702-62a7ff338fbf,no_churn,0.09939265,0,no_churn,-0.0556147162001798,-0.0027398695200827,-0.0710780185724797,-0.0493664863496087,0.047246332086288,0.0576681547306452,-0.0366468693573369,-0.0584946773771116,Male,42,Yes,Yes,Employed,Rural,College,1673071200
29,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6993ce14-05e4-4e72-a1ab-83f9705aeb3d,no_churn,0.014356255,0,no_churn,-0.0405434662148036,-0.0053652876747764,-0.0194230934563711,-0.0373867921955206,0.0178773253939834,-0.111583140656803,-0.0317630204282977,-0.0408386786348091,Male,72,No,No,Retired,Suburban,Bachelor,1673071200
45,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b04b9438-3f51-4300-a38b-fa686048b87e,churn,0.04132947,1,churn,-0.14112548837049,-0.0061809562852431,-0.0383162945187086,-0.0455619130086597,0.011043901158755,0.028936366086018,-0.0384071661532652,-0.0394146001168337,Female,36,Yes,No,Retired,Suburban,Bachelor,1673071200
9,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,4038bdc4-e251-40ee-9379-ba23c9f3e2e0,no_churn,0.048109744,0,no_churn,-0.0096564570941518,-0.0061217812471295,-0.0223156766606553,-0.0374515791202975,-0.0062334966266462,-0.119651222086641,-0.0320940445616361,-0.0335018952963309,Female,40,No,No,Employed,Suburban,High School or Below,1673071200
65,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a00816d9-099f-4ff6-99dd-4b489d67b86c,no_churn,0.0083018309999999,0,no_churn,-0.069058921481519,-0.0028741100280967,-0.00532919929552,-0.0737138409759063,0.0094722080785322,0.0500822116864765,-0.0418043430140278,-0.0510501573437068,Male,50,No,No,Unemployed,Suburban,Bachelor,1673071200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d497f418-ddda-4fdf-b6ab-5038f4a495db,no_churn,0.20767698,0,no_churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,28,Yes,Yes,Employed,Suburban,College,1673071200
46,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6a179120-0022-4102-b1a3-a5cfe1d04d93,no_churn,0.0077425176,0,no_churn,-0.124765128639719,-0.0050428824583104,-0.066953250339784,-0.0101583615845811,0.0303792453294863,0.0384069999387884,-0.0429394312195017,-0.052239056393646,Male,60,Yes,Yes,Retired,Suburban,Bachelor,1673071200
57,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,48323240-7693-49a0-939d-c2e1d3b9cf98,no_churn,0.027736232,0,no_churn,-0.0353973422891249,-0.0050920123790274,-0.0460546600704401,-0.0622006759673786,0.0465885574198182,0.0523983842749566,-0.0373468505589426,-0.0519215512411756,Female,76,Yes,No,Medical Leave,Suburban,Bachelor,1673071200
11,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,eb4ec016-daae-42dc-845c-6976ad5a0479,churn,0.38241336,1,churn,0.0279542025922728,0.0256834512730074,0.0157087024282463,-0.0462146288119311,0.0558486513543084,-0.0827705302955109,-0.0170321025473867,-0.0182038973900807,Male,36,No,Yes,Employed,Rural,Master,1673071200
69,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,1f75d71d-e9e1-4533-821c-0ab44b41ebe8,no_churn,0.021394545,0,no_churn,-0.0561883776490231,-0.0036750736571048,-0.0173570679797194,-0.021410969408389,-0.0003435104971322,-0.118680345182383,-0.0227244675478959,-0.0286463409759016,Male,44,Yes,No,Unemployed,Suburban,Bachelor,1673071200
4,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,11844435-c3ad-4b55-bdfd-de8b54b99bcf,no_churn,0.11746729,0,no_churn,0.0831923228259722,-0.0036869567396752,-0.0115348417378663,-0.119423888285137,0.0184786491980366,0.0908387030237781,-0.0608155861661634,-0.0773981463526252,Male,69,No,No,Medical Leave,Suburban,College,1673071200
25,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f2aa7c71-8687-485e-b555-c26586e2fe13,no_churn,0.15566447,0,no_churn,-0.0277998974366619,-0.0100062095796238,0.0284395429503092,-0.157460525741517,0.0292615060621756,0.0542784899374419,-0.0570264933164889,-0.0787125668609587,Female,42,Yes,No,Employed,Suburban,High School or Below,1673071200
15,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,563b92e2-d6ea-428b-b247-4a30abc76b46,no_churn,0.08755725,0,no_churn,0.0008433586875071,-0.0106793294358067,-0.0358879750025516,-0.0394436173298345,0.0028809152124813,-0.119528194891609,-0.0286531854084205,-0.0385581251018447,Female,58,Yes,No,Unemployed,Suburban,College,1673071200
43,Yes,No,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,cdf3cc34-02ba-4844-9054-4927d856170b,no_churn,0.03574352,0,no_churn,-0.050546701008152,-0.0072788123702048,-0.014080725436961,-0.0446540290746997,-0.0057577717659114,-0.089056828566263,-0.0248738671203864,-0.032777417285506,Female,61,Yes,No,Unemployed,Suburban,College,1673071200
43,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d6cb814a-9829-4cd1-95ab-669c3d37267f,no_churn,0.018113323,0,no_churn,0.0669216643799154,0.0007481416079644,0.0468599939870728,0.0586260359292646,0.0892020421722554,0.0580290816540582,-0.0120195336806591,-0.0143253924583041,Male,65,No,No,Employed,Suburban,High School or Below,1673071200
46,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c2f3a9dd-ca61-4e86-968e-897ca0bf4aea,no_churn,0.008753147,0,no_churn,-0.136580453713486,-0.0062622658135114,-0.030892895879333,-0.0435827759183848,0.0119791863413047,0.0280689104956218,-0.0471189545431116,-0.0446369019983649,Female,30,No,No,Employed,Urban,High School or Below,1673071200
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa595059-a405-4f7b-9ffc-c018ecccaf8e,churn,0.24142514,1,churn,0.0178654369620198,-0.0072588299265044,-0.118955401215626,-0.14222616350613,0.027698098746232,0.0593481954684648,-0.0468802862455777,-0.0586171995048061,Female,49,No,Yes,Employed,Rural,College,1673071200
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,abe5bea6-bfed-4a9c-b857-a5dc65b4be22,no_churn,0.002594895,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Female,43,No,No,Unemployed,Suburban,High School or Below,1673071200
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,45816bb5-0092-4156-a758-8b1e63d3f0ff,no_churn,0.44983172,0,no_churn,-0.0643383692102816,-0.0055125195446271,-0.0854539239395717,0.0021431826397974,0.0686593886012087,0.0629281478556186,-0.0166650395136093,0.0592129820781156,Female,50,No,No,Employed,Suburban,High School or Below,1673071200
53,Yes,No,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,a171232f-548d-4fbc-94e7-13c44a20a7f3,churn,0.17517026,1,churn,-0.0120968838316184,0.0001910634360683,0.0200491602124566,0.0558076426330808,0.0824195152135871,-0.0327091274915255,0.003494842086111,0.0813176400604788,Female,67,Yes,Yes,Unemployed,Suburban,High School or Below,1673071200
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,3d244989-ef28-4a95-ac3d-f6e88710d264,no_churn,0.43800285,0,no_churn,-0.214578981787981,-0.005440007982288,0.0529158851718966,-0.025932216154506,0.0166963892522107,0.0343070690247077,-0.118172645690229,0.0111783548813491,Female,38,No,No,Retired,Suburban,High School or Below,1673071200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f4bc1d97-e444-4cab-9c85-5f019865f6c0,churn,0.70008314,0,no_churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Male,28,No,No,Employed,Urban,College,1673071200
24,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,42504c23-93e5-487d-bd75-f3708716e168,churn,0.5252837,1,churn,-0.183725109224488,-0.009494161311195,-0.140876064657841,-0.0287106177215537,0.0598242408742589,0.0234151494206707,0.0293507719164517,0.0528563053086691,Female,30,No,No,Employed,Suburban,Bachelor,1673071200
37,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4eb65676-77ef-441f-a698-4c3db87c5e98,no_churn,0.4062032,0,no_churn,-0.196154839698024,-0.0057020897042093,-0.0575153648658533,-0.0445408336002765,-0.0138652190917309,0.048022650582825,0.0199375296223615,0.0357920148397988,Female,65,Yes,Yes,Unemployed,Urban,College,1673071200
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3ab9ba0d-61b0-432a-a4ef-d0999bee9fc1,no_churn,0.008243868,0,no_churn,-0.0888679454632415,0.0004140714108666,0.0469375664046424,0.0784975225393532,0.104284359967032,0.136951092755594,0.096850324625866,0.0940735304393365,Male,40,No,No,Employed,Suburban,Bachelor,1673071200
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,4d881403-fd5c-4534-b00a-75b73415c248,churn,0.801339,1,churn,0.196571040899853,0.0005539919167131,0.104572799170719,-0.0305014692088388,0.108264925426838,0.133145888623531,0.0815701412446651,0.0984632026355484,Female,71,No,Yes,Employed,Suburban,Bachelor,1673071200
56,Yes,No,Medium Speed,Web_Chat_Support,One year,<80hrs,Active,40bcdd79-1b8a-4a1e-830f-63c475a207a3,no_churn,0.1840391,0,no_churn,0.0926853751571297,0.000859745014477,-0.0151958537846167,0.115450543875854,0.115755767113933,-0.0160038516554686,0.109791047773633,0.0976310835331969,Female,24,No,No,Unemployed,Rural,High School or Below,1673071200
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,42f6d022-233a-411a-93b7-85e3ccebd843,no_churn,0.6728246,1,churn,0.0253195575526751,-0.0049193832704622,-0.109337647639636,-0.0374248558484532,0.023520840996407,0.0670306708999987,-0.100422718608988,0.0483740449431024,Female,25,No,No,Unemployed,Suburban,High School or Below,1673071200
32,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,c3ac7c06-80e8-4bc4-8cf5-77e0126cbf7d,no_churn,0.10535815,0,no_churn,-0.0572696756328332,-0.0018808677465494,-0.0320086906571668,-0.018886976505928,0.0207643937481225,-0.0683472660178085,0.0349482179400001,0.0536547162212446,Female,55,No,No,Employed,Suburban,College,1673071200
67,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,404f1cd5-ef5e-4565-8483-8e928c36952f,churn,0.32786164,1,churn,-0.170317781858148,-0.0014326165084276,0.015916001219648,-0.0081965647324341,0.053670286390261,0.0449595668172332,0.0046623776991782,0.0617125780922288,Male,59,Yes,No,Employed,Rural,College,1673071200
66,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,af15a146-89ec-499f-b8de-c9fe07517408,churn,0.4883039,1,churn,0.0195928705579444,0.0004678557463194,0.0985788951026825,0.107520481160109,0.124127772788306,0.104739627723684,0.0881030329895111,0.0978433178763225,Female,31,No,No,Employed,Suburban,Bachelor,1673071200
12,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a97d66f2-cd92-4fba-b27e-10a330dc5a59,no_churn,0.79899085,1,churn,0.100111511592445,-0.0023688217900507,0.109363062510538,-0.0085595089988373,0.0739972403091451,0.108014209265839,0.0322043723054048,0.0629260762035664,Male,37,No,No,Employed,Suburban,Bachelor,1673071200
33,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,e81cdf41-f083-4187-bd15-69afe2627191,churn,0.24028845,1,churn,-0.0338250213008996,-0.0008337971305445,-0.0394292447192401,-0.0790591290305201,0.0780510452018734,-0.149821061740013,0.0599487782351207,0.0699422783423506,Female,79,Yes,No,Employed,Suburban,College,1673071200
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a83c3098-58c8-41b2-be0f-cb9cd10f54e6,no_churn,0.70052385,0,no_churn,0.11034890797293,-0.0063717066552271,-0.0842630184014888,-0.0081245636659696,0.0605442531873086,0.11130174088923,0.0109342262017344,0.0966595637841055,Male,36,Yes,Yes,Employed,Suburban,College,1673071200
41,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,3be7cbba-a11c-448b-ada9-91f0a530ba63,churn,0.67711574,1,churn,-0.0002543038950625,-0.0011015372232941,0.0645926065161256,-0.0265595629828567,0.100690572619897,0.116297934174054,0.0895968042974891,0.107711344456893,Female,27,No,No,Unemployed,Suburban,College,1673071200
37,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1b69f8a2-af33-431a-ba13-5151112c807e,no_churn,0.65583485,0,no_churn,-0.177695362132245,-0.0041895557860698,0.0605829683715546,-0.0535271898555947,0.005401324612867,0.0722710007135174,0.0483236745580143,0.0220093731746055,Female,38,No,Yes,Employed,Urban,High School or Below,1673071200
6,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,307be07d-fa46-4ff7-9a99-09fa6f0c3f41,churn,0.69415194,1,churn,0.170571648168302,-4.30799579044106e-05,-0.0014484412306137,0.0021150288619764,0.103289192512038,0.149593342117278,0.162229993053725,0.134666173291912,Male,45,Yes,No,Employed,Suburban,College,1673071200
53,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,f91c7232-09f8-438f-9bed-0e72a5c3d93a,no_churn,0.14717497,0,no_churn,-0.0930329287451604,-0.0033967228486471,-0.0295633495289075,-0.0185027984718362,0.0049239247408786,-0.138031062938398,0.0039712564584351,0.0246055299732324,Female,52,Yes,No,Medical Leave,Suburban,College,1673071200
70,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,7de60b90-4eb8-4c09-af1f-a1d8ef378b71,no_churn,0.23358756,0,no_churn,-0.159136484496139,-0.0016181817958386,0.0417241708853907,-0.0269422380790456,-0.061364262193947,-0.174419687715781,0.057426879184095,0.0653036491189959,Female,73,No,Yes,Medical Leave,Suburban,Master,1673071200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,00a8b7c3-27c1-406c-a37d-01664030ffc7,churn,0.34591866,1,churn,0.0390735713728281,-0.0019769556615392,0.0301002839926513,0.079659751098552,0.127709875747769,0.132924956588377,0.187863367729496,0.095619013407304,Female,58,No,Yes,Retired,Suburban,College,1673071200
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,df5c96e2-2185-4f11-8bcb-7165508250e9,no_churn,0.29445076,0,no_churn,-0.0511806382992381,-0.0032275398499223,0.0874679698355885,-0.014083732944764,0.0408034144188604,0.0488662635324271,-0.0035765168416219,0.0249522527094995,Female,31,Yes,Yes,Employed,Suburban,Bachelor,1673071200
56,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,ec613e02-1fb2-4094-9012-9d01fe2aed38,churn,0.11787896,0,no_churn,-0.0731701501691441,-0.004422849905477,-0.0967532707288228,-0.0460975015250005,0.0340614988716151,0.0542954629815358,-0.0108159497950327,-0.0461233909407565,Female,25,No,No,Medical Leave,Rural,Doctor,1673071200
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,98c7393a-a9c5-43cd-b4b8-7aa9f72b8418,churn,0.70429426,1,churn,-0.12061299796942,-0.0017898511096063,0.0132172689803792,-0.002381001084741,0.062424576891517,0.0212639295164171,-0.0113104613959149,0.0241623862090455,Female,33,No,Yes,Employed,Suburban,Master,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,bac0ce10-2b4e-40a8-b251-79b620a64055,churn,0.7920377,1,churn,0.196631844659978,-0.0009195161192019,0.0356474571459375,0.0505908163957246,0.112333981545662,0.156604473188718,0.111410100297603,0.068674697389174,Female,71,Yes,No,Unemployed,Suburban,High School or Below,1673071200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,601d063c-4084-44c9-bd00-9fd567125b2d,no_churn,0.63713557,0,no_churn,0.202556927784017,-0.0051330394598699,-0.0622566172487495,0.136206871105915,0.0507846634702764,0.119345956873422,0.052088973040627,0.0719634522230808,Female,63,No,No,Employed,Suburban,Bachelor,1673071200
30,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,45cece88-11ac-4da0-9029-4b077e634c02,no_churn,0.1824287,0,no_churn,-0.0829358320776555,-0.0030028317130563,-0.105183211690673,-0.0122802513289752,-0.022991552661897,-0.0854697700796532,0.0241778718685236,0.0386594261014397,Male,24,Yes,No,Employed,Suburban,High School or Below,1673071200
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,85eb93de-045b-464f-b9e6-2f5296330e6b,churn,0.6656391,1,churn,-0.0943541234634813,-0.0027796597378437,0.0562104874887609,0.0241516622648669,0.0092940619197725,0.0845007776748389,0.0105697503021474,0.0165475626452825,Male,32,Yes,No,Unemployed,Suburban,Bachelor,1673071200
60,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,ca69e898-9042-47d9-87e0-73d1579557e4,no_churn,0.09257346,0,no_churn,-0.14838752126173,-0.0021264507040723,0.0165454928043618,0.0209177907228058,-0.0329163457371942,-0.11358258699096,-0.0268654462709673,0.0273889156078621,Male,67,No,Yes,Unemployed,Suburban,Bachelor,1673071200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,831254a1-a79f-4e7b-8eb2-eedafbaba128,churn,0.9231794,1,churn,0.292745385178009,-0.0047143924840156,0.0655241277624963,0.0459883239280134,0.115858406361822,0.132852456036489,0.0374648727684325,0.0431118188373511,Female,72,Yes,No,Employed,Suburban,High School or Below,1673071200
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8df3bf93-9f9e-4c2f-8c41-6fa9682237cc,no_churn,0.055277597,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Male,65,No,Yes,Employed,Rural,Master,1673071200
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5bcdabe0-ea98-4456-a469-51fa75e89dd9,churn,0.5181787,1,churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Male,28,No,Yes,Employed,Suburban,Bachelor,1673071200
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4f33274b-58d7-437f-b054-4095bd65662e,churn,0.6646603,1,churn,-0.0381292961281633,-0.0024491383036502,0.124943727004934,0.111729598011721,0.0528293436428703,0.118629968576647,0.100252111778873,0.0720008782849618,Male,27,No,No,Employed,Suburban,High School or Below,1673071200
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f52ea8ce-69a0-44b0-abc4-11e01820f678,churn,0.7111238,1,churn,-0.0490929088305892,-0.003603456713663,0.0644740732423542,0.0699868120628707,0.0164710423789802,0.100792520366886,-0.0206946085539311,0.046632441197089,Female,63,No,No,Unemployed,Suburban,Doctor,1673071200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2b4745be-89d4-4edf-9a5d-b1ed19a5c609,churn,0.7534819,1,churn,0.178349407054957,-0.002785498956764,0.0264676671872621,0.042644468078106,0.106936447794069,0.156118588438167,0.145335634526864,0.0679071444574401,Male,61,No,No,Employed,Suburban,High School or Below,1673071200
44,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,2d87a317-3e50-445e-bb6a-c17ec95c5bc6,no_churn,0.21655174,1,churn,-0.0645518982970952,-0.0014384472878009,0.0787251027129514,0.0382993381260894,-0.0018530293361527,-0.0775371303979227,0.0983502176504225,0.0874320811844882,Female,33,No,Yes,Employed,Rural,Master,1673071200
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,93b97101-240d-4665-a11b-b66b55852381,no_churn,0.5561502,0,no_churn,-0.0011643510587691,-0.0033515911234826,-0.0195969517450703,0.0031269887040343,0.001841299924572,0.108101708181894,0.0851324345461853,0.067550979378484,Female,38,No,Yes,Medical Leave,Suburban,Bachelor,1673071200
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fe2bea75-fdb5-46aa-8332-403487f5a57d,churn,0.7228434,1,churn,0.0737947059817906,-0.0055006650736504,-0.0934462178510602,0.0402099523089782,-0.0100998384687227,0.109595274925214,-0.0271308734757258,0.0376031001408046,Female,56,Yes,Yes,Employed,Suburban,Bachelor,1673071200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,e3d35f10-3255-4dd2-b706-79cde6088855,no_churn,0.1126821,0,no_churn,-0.248281450213244,-0.0024438622482011,-0.0172845382136711,-0.0602260057003877,0.0157693144360928,0.0085191230464988,0.026811333024043,0.0141099337880768,Male,62,No,No,Disabled,Rural,College,1673071200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fe4481bf-b1e2-4b2a-b1f4-36aaa77c5a95,churn,0.63019633,1,churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Female,67,No,Yes,Employed,Rural,College,1673071200
68,Yes,No,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,d4018ae4-1b65-41ef-a4d6-452f46eb4eed,no_churn,0.0933512,0,no_churn,-0.121091766150021,-0.0020735076593337,-0.0332886932547262,-0.0078063876363557,0.0012949618815218,-0.129204502041357,0.0122443319601188,0.030899410019665,Male,35,No,No,Employed,Rural,Bachelor,1673071200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,de9d48a8-1d70-40e9-81bb-6934ca691133,churn,0.7864278,1,churn,0.224490676868691,-0.0029611367358847,0.0635780656628639,0.0616107657645079,0.116246933814546,0.149251646697421,0.0607300732909698,0.0580268317712579,Male,40,No,Yes,Disabled,Suburban,College,1673071200
63,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,d54019e9-391b-4bd3-a585-e60fb7499a0d,no_churn,0.16904934,0,no_churn,-0.13039859291207,-0.002418533622731,-0.0090756970164966,-0.0322705476374267,-0.0354050735846885,-0.078533513043676,0.014258175267887,0.0348176299901933,Female,63,No,No,Employed,Rural,College,1673071200
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,cfc85f77-42a5-4c88-b951-e5e96156a034,no_churn,0.61227363,0,no_churn,-0.147247504127226,-0.0030528018508994,0.0570708582750648,-0.0423908108462637,0.0427692468835266,0.0467149314172911,-0.020702035503109,-0.0400004427089697,Female,42,No,Yes,Unemployed,Suburban,Master,1673071200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,667f350f-be72-49db-ba88-4899e230bc76,no_churn,0.26085767,0,no_churn,-0.197263226253417,-0.0029858263142159,-0.0205171917607731,0.004523051396809,-0.0275601132274823,0.0285716569212308,-0.0255377322177264,-0.0282567708002716,Male,50,No,No,Medical Leave,Urban,College,1673071200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,989ce28e-90a6-45ec-b673-b1fa1b8fed19,churn,0.66142976,1,churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,73,No,No,Employed,Suburban,High School or Below,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f0cba912-9107-42e2-827f-3723bb231489,churn,0.65511686,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,60,No,Yes,Retired,Rural,College,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1bb1f39e-df76-4b99-a9ff-6188f5cd835b,churn,0.8486249,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,55,No,No,Employed,Suburban,High School or Below,1673071200
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,1d51c209-4db0-4dc3-8ebe-ee9c9a54bafb,no_churn,0.01365157,0,no_churn,-0.11885657376386,-0.0029762253873923,0.0088009920389822,0.0359663603514854,-0.0045585866372039,-0.116831341104844,-0.0247926071741312,-0.0457781697520113,Female,47,No,Yes,Employed,Rural,Bachelor,1673071200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d39865b-0396-4ae9-a289-1a23f29c2d41,no_churn,0.49859858,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,72,No,No,Unemployed,Urban,College,1673071200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b0c48bc1-dfad-4581-84f0-d434b2612b44,churn,0.4209312,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,65,Yes,No,Employed,Suburban,College,1673071200
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,111f8af5-8d52-400b-b8a0-d481b192c283,churn,0.61146724,1,churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,41,No,No,Unemployed,Suburban,College,1673071200
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,73e9049f-146e-409b-a837-3a19c475de65,churn,0.4944378,1,churn,0.16859933030531,-0.0045074566877519,-0.039600660064043,0.161268336872454,-0.0022810883354668,0.127523170663676,-0.0247408691299915,-0.036142873750523,Male,24,No,Yes,Medical Leave,Suburban,Bachelor,1673071200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,947efe86-b703-4674-9cfc-d1ad90aa6710,no_churn,0.59297585,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,44,Yes,Yes,Unemployed,Rural,High School or Below,1673071200
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,80067d40-9c3e-419e-9ac2-d255ed14a1dd,churn,0.4779328,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,22,No,Yes,Employed,Suburban,Bachelor,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f9b4552c-5baf-468f-9b92-5af56dcb4330,churn,0.8967453,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,45,Yes,No,Employed,Suburban,Master,1673071200
29,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e22782a7-3d6c-45d7-ad74-d6e6f0ddf43d,churn,0.47015205,1,churn,0.0147026525069486,-0.0077926973222383,-0.0157114199853094,0.121006021900739,0.0547784076487187,0.105027340709803,-0.0002487947653753,0.0100972695501332,Male,39,No,Yes,Employed,Urban,High School or Below,1673071200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,71c8439c-bd5f-485f-b175-b20ff63e0d9b,no_churn,0.6740067,0,no_churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,34,No,Yes,Medical Leave,Rural,College,1673071200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e234584d-1835-4df3-9ea1-782b4f5721c2,churn,0.85786307,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,32,No,No,Unemployed,Urban,Bachelor,1673071200
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,889cb024-66c0-4289-aff3-f671502fe661,no_churn,0.45416307,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Male,69,Yes,Yes,Employed,Suburban,High School or Below,1673071200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6b0ab0e4-035e-4f5a-bb5f-1852c11cfd89,churn,0.6958956,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,29,No,No,Employed,Suburban,High School or Below,1673071200
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,299084e6-1504-4f2e-baca-493393e30854,churn,0.6963323,1,churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Female,79,No,No,Employed,Urban,Bachelor,1673071200
51,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,b5f82219-9475-4245-8b17-31e87890b508,no_churn,0.0982775,0,no_churn,0.0710887940377506,-0.0032286411617769,0.0999085308637359,0.111263767550572,0.069614181454649,-0.147477177493206,0.0051007717153152,0.0078003139745032,Male,27,Yes,Yes,Employed,Suburban,College,1673071200
29,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,86789e60-c5f2-4be8-9bad-dfa72a866fb0,churn,0.46429074,1,churn,0.0147026525069486,-0.0077926973222383,-0.0157114199853094,0.121006021900739,0.0547784076487187,0.105027340709803,-0.0002487947653753,0.0100972695501332,Male,31,No,Yes,Unemployed,Suburban,Bachelor,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,54c5688a-c212-4128-b347-a2948beea079,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,42,No,No,Employed,Suburban,Bachelor,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,96ea4f7a-68d4-44bf-b26a-53e2e09dabfa,churn,0.87955225,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,44,No,No,Employed,Suburban,College,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d09c4732-a3ad-45ea-9f25-195e7735d7ae,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,20,No,No,Retired,Rural,High School or Below,1673071200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,17c4cc33-1401-4dda-bd6d-8aaef5cf0d22,no_churn,0.11046176,0,no_churn,-0.156591702506871,-0.0033874939015549,0.06202721686328,0.0527053430628438,0.0396398541246071,0.0428450978938963,0.0019152450369983,0.0002233362360311,Male,39,No,No,Employed,Rural,Master,1673071200
37,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,577e6b06-90ef-484b-8ae7-21ca84c6f91d,no_churn,0.35050383,0,no_churn,-0.128372264404607,-0.0107114718337106,-0.0790015982426848,0.0706559510498118,-0.0503930750606196,0.052283698000283,-0.0104491140810023,-0.0080660512427857,Male,55,No,Yes,Employed,Urban,High School or Below,1673071200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,87a96a0a-880b-4bb9-9be7-a5359d6c6e82,no_churn,0.7117848,0,no_churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,51,No,Yes,Medical Leave,Rural,High School or Below,1673071200
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cf8cbe13-c741-4dd2-8d63-80a7c40fb0bc,no_churn,0.18589324,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Male,23,No,No,Unemployed,Urban,College,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c24a290b-26f4-4dcf-a2f9-304eb7c1136a,churn,0.82098347,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,53,No,No,Employed,Rural,Bachelor,1673071200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,770b585e-08c2-4648-8ae4-d54d1ed74ef0,churn,0.5657151,1,churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,45,No,Yes,Medical Leave,Suburban,College,1673071200
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,24877267-b4a8-410d-abe5-0ff37e3cd66d,churn,0.36975354,1,churn,-0.0642649758116704,-0.0020394468611084,0.004311243394186,0.113955908457647,0.0641752349276248,0.0827266881876448,0.0015059285363713,0.0052335917227264,Male,62,No,No,Employed,Suburban,Bachelor,1673071200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a778a152-5e38-48b7-ab26-b35b275d071d,churn,0.67792153,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,27,Yes,Yes,Employed,Suburban,College,1673071200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,212f8ff3-367b-4d7d-a794-7dcf6c7d172b,no_churn,0.3684776,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,69,Yes,No,Unemployed,Urban,High School or Below,1673071200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8cb8b86e-f8ff-44e1-b86c-f4181d3bc91d,churn,0.642184,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,50,No,No,Unemployed,Suburban,Master,1673071200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ff4519c-0e34-4277-8da3-1f8b48975b58,churn,0.81251436,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,29,Yes,No,Employed,Suburban,High School or Below,1673071200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b66d4d61-e82e-4c2b-a6af-601d3d718b48,no_churn,0.26244473,0,no_churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,72,No,No,Unemployed,Rural,College,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,020df27d-e98f-420e-9b23-e3b7516b6e7d,churn,0.8568299,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,50,No,No,Unemployed,Suburban,Bachelor,1673071200
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9c2fcc86-ad0f-478c-addc-c7e5f8a9ed33,churn,0.47829753,1,churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Male,38,Yes,No,Unemployed,Suburban,College,1673071200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,20f918f8-4a3a-40bc-94df-de805a5354e3,churn,0.5107795,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,30,No,No,Medical Leave,Suburban,High School or Below,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb5bbd89-eff4-4b0d-8e51-9acfcfc27537,churn,0.76397824,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,26,No,Yes,Disabled,Suburban,College,1673071200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8eece83b-91c0-49d9-8ea7-f0cc8b4aaf54,churn,0.52371955,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,67,No,No,Unemployed,Rural,College,1673071200
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f0d64ff5-b3c0-4801-8526-7f75b7085337,churn,0.30117616,1,churn,0.114111312110126,-0.0063819435290133,0.0579520109723307,0.182071089253695,0.12369611914517,0.120676785009528,0.0071260958992752,0.0218176273246717,Female,38,No,Yes,Employed,Suburban,High School or Below,1673071200
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a9395e8f-1581-4009-9812-8b5bce85a18d,no_churn,0.47924834,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,63,No,Yes,Employed,Urban,Doctor,1673071200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1c341e2f-6067-44c5-b60b-21bed7fdb907,no_churn,0.4037694,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,50,No,No,Retired,Suburban,High School or Below,1673071200
21,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b0cdda27-7860-4300-a284-fc229e2d76a2,no_churn,0.1225808,0,no_churn,0.102731601229098,0.125144233922892,0.0571552451573643,0.119998464133123,0.0852496824602622,0.117263935807568,-0.0071893605438435,-0.0227132771970809,Male,67,No,No,Unemployed,Urban,Bachelor,1673071200
10,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,feba8be7-3cb3-4ed3-923e-3904a9feccfe,churn,0.83614564,1,churn,0.130341169393896,0.0010542702394013,0.089927537786807,-0.0008272173990189,-0.0028956034085967,0.138325773641263,0.143001986381096,0.103462606366165,Male,31,No,No,Employed,Suburban,High School or Below,1673071200
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,36a1626b-24ba-4b92-815e-5e8d55dda38f,no_churn,0.5561502,0,no_churn,-0.0011643510587691,-0.0033515911234826,-0.0195969517450703,0.0031269887040343,0.001841299924572,0.108101708181894,0.0851324345461853,0.067550979378484,Male,78,No,Yes,Employed,Suburban,Bachelor,1673071200
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,73f975c9-bd98-4230-9135-831921b37c8b,no_churn,0.61227363,0,no_churn,-0.147247504127226,-0.0030528018508994,0.0570708582750648,-0.0423908108462637,0.0427692468835266,0.0467149314172911,-0.020702035503109,-0.0400004427089697,Male,48,No,No,Employed,Suburban,Bachelor,1673071200
67,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d5a14509-e80e-4d18-9197-ad7021f929a7,no_churn,0.0134113669999999,0,no_churn,-0.0432351857080448,-0.0036611679492489,-0.0007107389132579,-0.0342788693824513,-0.0017382875047405,0.0537401574841896,-0.0181723611749021,-0.01096969958935,Male,42,No,Yes,Unemployed,Suburban,College,1673071200
63,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ee78ffb4-4b34-4b0e-941f-5a2bacfcea3d,no_churn,0.004834145,0,no_churn,-0.0908686888012835,-0.0024387475248659,0.0473971957427056,-0.0132655893215815,0.0612054188585352,0.0791512910525034,-0.0161680512779094,-0.0259199312756027,Male,57,No,No,Medical Leave,Urban,College,1673071200
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bba40874-30ac-4335-9e58-777f1e6a439e,no_churn,0.008215088,0,no_churn,-0.0685761039510271,-0.0034596994088542,-0.0908796268862579,-0.0016344040800049,-0.0033455201998049,0.0515293019543514,-0.0104011349153915,-0.0322589632301515,Female,59,No,No,Unemployed,Suburban,High School or Below,1673071200
46,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,4654fb35-fc29-43fa-b95e-5c7411934a87,no_churn,0.012657255,0,no_churn,-0.057328172829807,0.0290092845770414,0.011736457839388,-0.0273569042781628,-0.0138533659507902,-0.190099325709434,-0.0115705574981802,-0.0095635692557607,Male,59,No,Yes,Employed,Suburban,College,1673071200
52,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,d8075505-63b2-49b7-a3bb-689847ded127,no_churn,0.0052707656,0,no_churn,-0.0643692096512131,-0.0029734832065332,0.00069163639826,-0.0531737917126702,0.0119833603037113,-0.10992111827095,-0.025552931526563,-0.0257106152941833,Female,43,Yes,No,Employed,Suburban,Bachelor,1673071200
11,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8a15d373-e586-4ac2-a266-f2b00dcbc9f4,churn,0.38241336,1,churn,-0.0637718068827598,-0.0969831458206772,-0.063091561453416,-0.0370149975246476,0.0351239374010947,0.0558412051919594,-0.0484110884458596,-0.0407186932096556,Female,21,No,Yes,Unemployed,Suburban,Master,1673071200
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,985a26ab-ebeb-455c-a7c5-2621b0ff910b,no_churn,0.034835376,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Male,53,No,Yes,Unemployed,Suburban,Bachelor,1673071200
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,48207c91-6987-4558-93af-dfbfb797582b,churn,0.70429426,1,churn,-0.12061299796942,-0.0017898511096063,0.0132172689803792,-0.002381001084741,0.062424576891517,0.0212639295164171,-0.0113104613959149,0.0241623862090455,Female,27,Yes,No,Employed,Suburban,College,1673071200
29,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,94444150-b865-4853-848a-0193ac16f3cf,churn,0.46429074,1,churn,0.0147026525069486,-0.0077926973222383,-0.0157114199853094,0.121006021900739,0.0547784076487187,0.105027340709803,-0.0002487947653753,0.0100972695501332,Female,52,No,Yes,Employed,Rural,Bachelor,1673071200
39,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d45d071c-d7d0-4dbf-8908-9ba0bd78b7d1,no_churn,0.020740397,0,no_churn,-0.0596002346659679,-0.0159669036854756,-0.0109297239778425,-0.0471726195977316,-0.10384974129297,0.0358356039354021,-0.0417600669406601,-0.0230824652337469,Male,32,No,Yes,Unemployed,Suburban,College,1673071200
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,3dc46a4d-3ac4-48ba-80c0-398ee52bb4a4,no_churn,0.4952679,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,45,No,Yes,Employed,Suburban,College,1673071200
71,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,556cbf62-3f74-40ad-a9a1-9b2088b3bc30,no_churn,0.0023783974,0,no_churn,-0.0807527025176796,-0.003508630411984,0.0060709447685576,-0.0109254527879511,0.0079779259171982,-0.14665167571351,-0.0175081485513328,-0.0237284129872205,Female,69,Yes,Yes,Employed,Rural,College,1673071200
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1d27f9a4-e35e-4a7d-9af6-004837a0c0c3,no_churn,0.31959996,0,no_churn,0.157524558774821,0.0665483926979141,0.0372286435608475,-0.0593348094456359,-0.0251455041677945,0.11258760075928,-0.0283062449934095,0.0046013782265345,Male,40,No,No,Employed,Suburban,College,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,14ce516e-cd0f-479b-9782-2bac6f2e94a1,churn,0.65511686,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,72,No,Yes,Unemployed,Urban,Bachelor,1673071200
21,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e04b38cd-4f58-49cb-9b74-77bf0d686d5e,no_churn,0.1225808,0,no_churn,0.102731601229098,0.125144233922892,0.0571552451573643,0.119998464133123,0.0852496824602622,0.117263935807568,-0.0071893605438435,-0.0227132771970809,Male,63,No,No,Employed,Suburban,College,1673071200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6f4077a2-aba1-4db1-a556-e72ce6235083,no_churn,0.12564336,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,72,No,No,Employed,Urban,Bachelor,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ebe3c793-51a9-4a47-bf86-e0eff5b29404,no_churn,0.49862513,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,78,No,No,Employed,Suburban,Bachelor,1673071200
71,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ff5c5d8e-165a-426c-a16b-f08f39b43576,no_churn,0.0023783974,0,no_churn,-0.130324613647967,-0.002316436724127,0.0305187918082583,0.0246188114802839,0.0533547684049199,0.0765734440267533,-0.0254075370021337,-0.0470433795993994,Female,46,Yes,Yes,Unemployed,Suburban,College,1673071200
43,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,8478b665-d39a-4766-bc8a-9f04b2431b51,no_churn,0.018113323,0,no_churn,0.0997510915507155,0.0038612796144116,0.0479102587569104,0.12332669287538,0.0717303643398736,-0.0386585095710688,-0.0220838609345628,-0.0248634637425675,Female,51,No,No,Employed,Rural,Master,1673071200
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,fe68089f-eac9-4626-b7c8-e7d277102ab3,no_churn,0.11497297,0,no_churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,51,No,Yes,Employed,Rural,High School or Below,1673071200
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,62b89961-d87a-4f76-bf75-2a80aef12a8f,churn,0.6963323,1,churn,0.115630888173018,-0.0032651893012916,0.0776524490194879,0.160744616330467,0.0471301222646525,0.150500349283116,-0.0260303594997094,0.0035422859293885,Female,28,No,No,Employed,Suburban,Master,1673071200
46,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,80ba0bf7-41c5-47bf-b74f-232c77efa588,no_churn,0.012657255,0,no_churn,-0.0369598703321435,0.153040814607407,0.0662620089534766,0.125238795658429,0.0342133604373611,0.110515828241046,0.0038371182698119,0.0148258043972964,Male,24,No,No,Employed,Suburban,High School or Below,1673071200
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,51598c97-b22e-4366-b4cd-6118ad0f977b,churn,0.37313104,1,churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Female,44,No,Yes,Employed,Suburban,High School or Below,1673071200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a767a82d-0e24-4cb1-8573-9c53389db4ea,no_churn,0.49859858,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,34,No,No,Medical Leave,Suburban,College,1673071200
37,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c62e4bd6-04dd-4f1a-b8f2-30c1590a5385,no_churn,0.65583485,0,no_churn,-0.177695362132245,-0.0041895557860698,0.0605829683715546,-0.0535271898555947,0.005401324612867,0.0722710007135174,0.0483236745580143,0.0220093731746055,Female,72,No,Yes,Employed,Suburban,College,1673071200
62,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,319046ba-e55a-4012-90b9-feb3eb5a0df9,no_churn,0.014449013,0,no_churn,-0.106852996430689,-0.0041257743049573,-0.0353302849548435,-0.008115303979157,0.0052987498783932,0.0497696348736644,-0.0364290431507561,-0.053241132727835,Female,57,Yes,No,Employed,Rural,College,1673071200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fbdabf42-db27-4d13-b4f5-d5b75cdb8d51,churn,0.6660255,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,66,No,No,Disabled,Suburban,Bachelor,1673071200
32,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,e55ad878-0b85-45d6-a4d2-3e493fc4024d,no_churn,0.10535815,0,no_churn,-0.0572696756328332,-0.0018808677465494,-0.0320086906571668,-0.018886976505928,0.0207643937481225,-0.0683472660178085,0.0349482179400001,0.0536547162212446,Male,66,Yes,No,Employed,Suburban,College,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b64247fb-db57-4fe7-9c99-bd350f161cea,churn,0.8486249,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,75,No,No,Employed,Urban,High School or Below,1673071200
12,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,28eb2adf-a7fb-4a49-869b-b62d3a8d806e,no_churn,0.05311317,0,no_churn,0.0113984246661857,-0.0053004744256031,-0.0300384182437665,-0.016062614373277,-0.0342661882342054,-0.0977767617536574,-0.0297755100084396,-0.0315379430421671,Male,40,No,Yes,Employed,Suburban,Bachelor,1673071200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f10a1e0c-5b61-4b07-b638-8ea266fa848a,no_churn,0.24147242,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,69,No,No,Disabled,Suburban,High School or Below,1673071200
32,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d21c3acf-6fc6-4b36-ab45-704ae98612ee,no_churn,0.039049964,0,no_churn,-0.0757045984928936,0.0836365919506079,0.0400314498272746,-0.157082646472945,0.0329848370900253,0.0832532260030166,-0.0042241870813541,-0.001920821066833,Female,47,No,No,Retired,Suburban,High School or Below,1673071200
43,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7cb60c8a-b4fb-4060-b4b6-156c134eb45b,no_churn,0.018113323,0,no_churn,0.0669216643799154,0.0007481416079644,0.0468599939870728,0.0586260359292646,0.0892020421722554,0.0580290816540582,-0.0120195336806591,-0.0143253924583041,Female,77,Yes,Yes,Medical Leave,Suburban,High School or Below,1673071200
30,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,fba22787-fab7-45c0-aa14-11c29921c56d,no_churn,0.1137603,0,no_churn,-0.026730399127091,0.041860542254335,-0.0261505144524471,0.0196956022333233,0.0572563368170722,0.101940600340504,0.0088842087584998,-0.0001872897902831,Male,52,No,No,Employed,Suburban,Master,1673071200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cd8f6982-821e-4736-a2c7-06ec48de5d52,no_churn,0.4037694,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,39,Yes,No,Medical Leave,Urban,High School or Below,1673071200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,7fae4dc3-f9ad-4795-a458-f4742861235b,churn,0.65900505,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,59,No,Yes,Employed,Suburban,High School or Below,1673071200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,0597aa50-08c0-4f34-98cf-1212d3b22390,churn,0.34591866,1,churn,0.0390735713728281,-0.0019769556615392,0.0301002839926513,0.079659751098552,0.127709875747769,0.132924956588377,0.187863367729496,0.095619013407304,Female,31,No,Yes,Employed,Rural,Bachelor,1673071200
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9b8af581-5130-4bcf-bae4-63360af916ed,churn,0.5181787,1,churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Female,45,Yes,Yes,Employed,Rural,High School or Below,1673071200
71,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,2bb6e8e9-00aa-49db-bada-8d15da4060ae,no_churn,0.02958502,0,no_churn,-0.0631575917447662,-0.0017055943845298,0.0781682046497371,0.103117925694041,0.0832043310045264,-0.136817555467806,0.0875799373443987,0.0891794380242572,Male,32,No,No,Unemployed,Suburban,Bachelor,1673071200
70,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,066d1e64-8d44-4bbc-80ce-47565b01cc26,no_churn,0.23358756,0,no_churn,-0.0514847782521519,-0.0015068070202823,0.107304757788656,0.0364404121870984,0.0602797265599838,0.126623026637167,0.129273769654064,0.118805655613596,Male,44,Yes,Yes,Employed,Suburban,High School or Below,1673071200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f87025a2-9f1b-48b0-9b2e-9c2ba83da078,no_churn,0.49859858,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,34,No,No,Disabled,Urban,Bachelor,1673071200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a178a482-c6d3-4d98-952e-971f1bd59bf3,churn,0.67792153,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,71,Yes,No,Unemployed,Urban,Bachelor,1673071200
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d5c7c429-d1fe-43db-ace5-0d93f53af856,no_churn,0.0059277327,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Female,24,No,Yes,Employed,Suburban,High School or Below,1673071200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3a6601ff-a596-4f9e-95e3-516d7faf9748,churn,0.63019633,1,churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Male,53,No,Yes,Unemployed,Suburban,College,1673071200
32,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,0e9325a8-d24d-4944-80fa-5ba40fc381de,no_churn,0.0142174,0,no_churn,-0.0010033300627856,0.0007579173447084,-0.0158287680264402,0.0014467391446305,0.0289028981536466,0.108621700546319,0.144119123840865,0.0644575744086432,Female,46,Yes,Yes,Employed,Suburban,High School or Below,1673071200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,80401eda-7352-48c7-a229-835d30966de8,churn,0.63019633,1,churn,0.0606779712664047,-0.0044597828652331,0.0356974234375138,0.0062164731178381,0.0581894081957943,0.128112718537923,0.104340845074803,0.0353059435884097,Female,64,No,No,Employed,Suburban,High School or Below,1673071200
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,ad9f70ee-48d6-4cf0-b86a-0e3808f35465,no_churn,0.5561502,0,no_churn,-0.0011643510587691,-0.0033515911234826,-0.0195969517450703,0.0031269887040343,0.001841299924572,0.108101708181894,0.0851324345461853,0.067550979378484,Male,30,No,Yes,Employed,Suburban,College,1673071200
29,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,62338d45-40b3-489e-8bec-fa2234d27fed,no_churn,0.059835818,0,no_churn,-0.0702435565925088,0.0547940037063017,0.02689421897393,-0.0737702996974349,-0.162414728215354,0.063651166374907,-0.0124997310825347,-0.015437222627761,Female,64,Yes,No,Employed,Suburban,College,1673071200
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8ad73289-8667-45fa-8b18-860c90a23c37,no_churn,0.43800285,0,no_churn,-0.214578981787981,-0.005440007982288,0.0529158851718966,-0.025932216154506,0.0166963892522107,0.0343070690247077,-0.118172645690229,0.0111783548813491,Male,24,No,Yes,Employed,Rural,High School or Below,1673071200
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,894a3f9a-cc39-4d0d-9414-78ded523467e,churn,0.37313104,1,churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Male,66,No,No,Employed,Rural,College,1673071200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cf0907f7-c1b8-4e46-9fbf-06ee5c57c8fd,no_churn,0.4037694,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Female,80,No,Yes,Employed,Suburban,Bachelor,1673071200
20,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fff20130-35cb-4b23-b3e6-1c5dbd8645c5,no_churn,0.20637585,0,no_churn,-0.0448815184776685,0.0672444064127921,0.0124162939943153,-0.01754904549618,-0.0240486536903154,0.0580314625396431,-0.0337953186146842,-0.0591342523678076,Female,63,No,Yes,Employed,Rural,Bachelor,1673071200
69,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a5dea5a5-2a3f-48fe-8d51-2dc5155f132e,no_churn,0.005636812,0,no_churn,-0.0773499880423014,-0.0037824831966645,-0.0535738370888248,-0.0146368116872008,0.0123916526018547,0.0581249788865625,-0.0339154674374776,-0.0562841949984795,Female,63,No,No,Disabled,Urban,High School or Below,1673071200
53,Yes,No,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,e5b92efe-29d9-4d27-93ab-6c6f0f5be3f6,churn,0.17517026,1,churn,-0.0120968838316184,0.0001910634360683,0.0200491602124566,0.0558076426330808,0.0824195152135871,-0.0327091274915255,0.003494842086111,0.0813176400604788,Female,63,No,No,Unemployed,Rural,High School or Below,1673071200
4,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,c4423e1f-a4ea-49e9-bf58-5381ca633fe2,churn,0.83243,1,churn,0.0883307800699185,-0.0101540041878615,-0.0490349475185803,-0.0969882720439363,-0.03929140385771,0.0691109928799778,0.0279664498448983,0.0177009210201026,Male,45,No,Yes,Unemployed,Suburban,College,1673071200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,fa4fcd36-d5ce-4d11-9205-0e0b23ed85c5,churn,0.46881646,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,57,No,No,Unemployed,Rural,High School or Below,1673071200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0379c0ef-808e-439a-bf74-7cca36e0f934,no_churn,0.20767698,0,no_churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Female,56,No,Yes,Employed,Suburban,College,1673071200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cbac5151-f787-4c01-af2a-e01b39ea19ec,no_churn,0.49859858,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,32,No,No,Employed,Urban,Master,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1534dca0-79b1-49ea-9ba4-e7630b829342,churn,0.8767855,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,53,No,Yes,Employed,Suburban,Bachelor,1673071200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,40961ecb-5674-4a52-8148-6568f613d54f,churn,0.6660255,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,29,Yes,Yes,Employed,Rural,Bachelor,1673071200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,656fd8da-c0d3-4fe7-995c-d04c9df88bef,no_churn,0.20767698,0,no_churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,24,No,Yes,Employed,Suburban,Bachelor,1673071200
32,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,c4ea84ef-4a3b-4034-b03d-1fb4a7cf1b85,no_churn,0.039049964,0,no_churn,-0.0743678316973137,0.0222923821146241,0.0059591771483155,-0.0651317185053403,-0.0208553157304504,-0.109885851537679,-0.0126343557791369,-0.0144026384992048,Female,70,No,No,Employed,Urban,College,1673071200
10,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,afb9127c-c04f-4af3-975e-e87ef7d4f536,churn,0.83614564,1,churn,0.130341169393896,0.0010542702394013,0.089927537786807,-0.0008272173990189,-0.0028956034085967,0.138325773641263,0.143001986381096,0.103462606366165,Male,47,No,No,Unemployed,Rural,Bachelor,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cc106dc5-74e8-43bc-bc8d-e88954bf344d,churn,0.31449354,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,24,No,No,Employed,Rural,Bachelor,1673071200
58,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,cfb051fa-a001-4be8-bc46-616989991a96,no_churn,0.2803177,0,no_churn,-0.199870410574831,-0.0050532303352474,0.0406025085761348,-0.0038326745020867,0.0400230376615672,0.047757522603747,-0.0535281897783534,0.068553856855724,Female,28,No,No,Unemployed,Suburban,College,1673071200
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5c435c87-4c78-4e8c-b8cf-ef705b3e44cb,churn,0.048092723,1,churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Female,77,No,Yes,Retired,Suburban,High School or Below,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,51c7c6b0-90cd-4db1-91f7-ad09c2cbc4b4,churn,0.31449354,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,70,No,No,Employed,Suburban,College,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f26d05b8-6622-4263-bdcb-4308e37dc257,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,78,No,No,Employed,Suburban,Doctor,1673071200
69,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,35f802c2-f023-4b2f-a580-031573649273,no_churn,0.114766404,0,no_churn,-0.119359077211793,-0.0228013420218212,-0.0171359738885075,-0.0312295945316373,-0.0989927568655002,0.0519197509017431,0.0034972872711023,0.0050755529415482,Male,24,No,No,Employed,Suburban,High School or Below,1673071200
46,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3a4b753c-b7a2-4c2b-b6a3-b48ae79eed49,no_churn,0.012657255,0,no_churn,-0.0369598703321435,0.153040814607407,0.0662620089534766,0.125238795658429,0.0342133604373611,0.110515828241046,0.0038371182698119,0.0148258043972964,Female,41,Yes,No,Unemployed,Suburban,College,1673071200
67,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2ead55a5-c2a8-4573-a020-32646fa4ace0,churn,0.32786164,1,churn,-0.170317781858148,-0.0014326165084276,0.015916001219648,-0.0081965647324341,0.053670286390261,0.0449595668172332,0.0046623776991782,0.0617125780922288,Female,67,No,No,Unemployed,Urban,Doctor,1673071200
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3f733379-7035-44d9-853b-d759c2b39578,churn,0.7785517,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,61,No,No,Unemployed,Suburban,High School or Below,1673071200
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7ad62a95-8ea8-45f2-a100-0a30203c2771,churn,0.6646603,1,churn,-0.0381292961281633,-0.0024491383036502,0.124943727004934,0.111729598011721,0.0528293436428703,0.118629968576647,0.100252111778873,0.0720008782849618,Male,20,Yes,No,Employed,Suburban,High School or Below,1673071200
49,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,b3f15600-d439-40a2-a3f8-6635717dfa77,no_churn,0.08819501,0,no_churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Female,20,No,No,Retired,Suburban,Master,1673071200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2dc5c5aa-7e50-43c7-bddd-82aa0b5ec1b2,churn,0.7864278,1,churn,0.224490676868691,-0.0029611367358847,0.0635780656628639,0.0616107657645079,0.116246933814546,0.149251646697421,0.0607300732909698,0.0580268317712579,Female,37,No,No,Disabled,Suburban,College,1673071200
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9392e3c4-db86-470a-9fbf-99b682d7eaed,no_churn,0.47924834,0,no_churn,-0.124319341417472,-0.0077745891968334,-0.0994635133768679,0.0518211076928855,0.0390047313719514,0.0725338884462826,-0.0308710786381198,-0.0513610015855283,Female,78,No,No,Unemployed,Suburban,Bachelor,1673071200
70,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a38825f7-2476-4da5-96e9-c73b69960369,no_churn,0.03336765,0,no_churn,-0.113116043622513,-0.0019129147400599,0.0313632447487634,0.0281675788753227,0.0530031911158403,0.077420096759688,-0.0329543828921532,-0.0519969211844181,Female,47,Yes,Yes,Employed,Suburban,High School or Below,1673071200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8aa8e6e6-6fae-48f7-9666-d7c8fbe791dc,churn,0.70008314,0,no_churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Female,32,No,No,Medical Leave,Suburban,Bachelor,1673071200
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,82bf8c96-587f-473d-807f-6769a4727b11,no_churn,0.048109744,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,31,Yes,Yes,Employed,Suburban,College,1673071200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,efca62a0-bac5-4031-b7f1-567c31628dfb,churn,0.81251436,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,54,No,Yes,Retired,Suburban,Doctor,1673071200
5,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2a93de8a-e6a4-4648-9571-e9cf540efbcc,no_churn,0.6728246,1,churn,0.0253195575526751,-0.0049193832704622,-0.109337647639636,-0.0374248558484532,0.023520840996407,0.0670306708999987,-0.100422718608988,0.0483740449431024,Female,61,Yes,No,Employed,Suburban,Doctor,1673071200
11,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c191717e-8aa4-4450-a8b3-aee4ec5d6df9,churn,0.38241336,1,churn,-0.0637718068827598,-0.0969831458206772,-0.063091561453416,-0.0370149975246476,0.0351239374010947,0.0558412051919594,-0.0484110884458596,-0.0407186932096556,Male,20,No,Yes,Employed,Suburban,High School or Below,1673071200
46,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,af76e2b9-7c4b-487a-99c9-02e6910faabf,no_churn,0.0077425176,0,no_churn,-0.124765128639719,-0.0050428824583104,-0.066953250339784,-0.0101583615845811,0.0303792453294863,0.0384069999387884,-0.0429394312195017,-0.052239056393646,Male,22,No,Yes,Employed,Rural,High School or Below,1673071200
71,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,28c69e4c-481d-4c16-a1cf-96d690da1a42,no_churn,0.00509016,0,no_churn,-0.0791011121523297,-0.0015216554585094,0.001159552983413,-0.0026843296742981,-0.0310979999680785,0.0575388264406319,-0.0229866969090062,-0.040332737297067,Female,45,No,No,Employed,Suburban,Bachelor,1673071200
37,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3b551b4f-77e9-4b2a-a978-6faa5791b43e,churn,0.12632272,1,churn,0.0822047887402004,0.200433062864331,0.0750402133119359,0.0668145113257378,0.0693865667380305,0.144799958092367,0.0188592327851847,0.0134355208316992,Male,20,No,No,Employed,Suburban,Bachelor,1673071200
23,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,8c320fab-51e7-4233-a80d-04253f26e660,no_churn,0.16078481,0,no_churn,0.0258863912205924,-0.0009917230817336,0.115673689905761,0.0515333097183247,0.127438034458683,-0.0387714136241902,0.160691024399748,0.103514542323956,Male,76,No,No,Employed,Rural,Doctor,1673071200
57,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,4e7476a3-3539-41b5-a7fb-b29611a30bee,no_churn,0.021789528,0,no_churn,-0.0301366294929903,-0.004085215105515,-0.0064152218418166,-0.0450838610998107,0.0141309711256326,-0.112706654103895,-0.0367951093369265,-0.0479344325294005,Male,37,No,No,Unemployed,Rural,High School or Below,1673071200
29,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8e67f750-e9ae-4486-8a5f-6920830f526f,churn,0.46429074,1,churn,0.0147026525069486,-0.0077926973222383,-0.0157114199853094,0.121006021900739,0.0547784076487187,0.105027340709803,-0.0002487947653753,0.0100972695501332,Male,25,Yes,Yes,Employed,Suburban,College,1673071200
12,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,15263333-7ef4-4cdc-8089-c2b0d915505f,churn,0.33679372,1,churn,0.0061247164897031,-0.0042252229342193,-0.0265557829389945,0.0545220724300997,-0.126841335047939,0.053240121150784,-0.027931300070104,-0.0520260869707817,Female,21,Yes,Yes,Unemployed,Suburban,Master,1673071200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3ea13bf4-7306-4ad3-9dd6-72381cadf95e,no_churn,0.26244473,0,no_churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Female,24,No,No,Unemployed,Suburban,Bachelor,1673071200
65,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,26b40d78-6e6a-4627-bfd2-58659221ae74,no_churn,0.0083018309999999,0,no_churn,-0.069058921481519,-0.0028741100280967,-0.00532919929552,-0.0737138409759063,0.0094722080785322,0.0500822116864765,-0.0418043430140278,-0.0510501573437068,Female,39,No,Yes,Employed,Rural,Bachelor,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,cc58a80c-f56d-4bd9-8d05-521e10e1d3ec,churn,0.7920377,1,churn,0.196631844659978,-0.0009195161192019,0.0356474571459375,0.0505908163957246,0.112333981545662,0.156604473188718,0.111410100297603,0.068674697389174,Female,25,No,Yes,Employed,Suburban,College,1673071200
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a1916d9a-147e-4d7f-ad11-14cd5b0a4b74,no_churn,0.0059277327,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Male,78,Yes,Yes,Employed,Suburban,Bachelor,1673071200
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,f96337cb-26b7-4dfd-84e9-f3d623816341,no_churn,0.0059277327,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,24,No,No,Employed,Urban,High School or Below,1673071200
70,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,07f90828-3e6b-4c66-91c2-feb06aa17005,no_churn,0.01599137,0,no_churn,-0.104555228610479,-0.0306439261709601,-0.0209432526761247,0.0371182394206789,0.0510527002516391,0.109925046209864,0.0665000357263943,0.0751869005953358,Female,36,No,No,Employed,Suburban,High School or Below,1673071200
33,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,48bd52b7-734f-47c7-b37b-5fcef316ec50,no_churn,0.077813394,0,no_churn,-0.0461111299547383,-0.0048113090548713,-0.0036799365043771,-0.103317012556035,0.0413148571949386,0.0439478768019034,-0.0538079682856869,-0.0575615307263251,Female,75,No,Yes,Employed,Suburban,College,1673071200
37,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,825c0b50-5d1f-43a0-8a3f-39ab4ec6771e,churn,0.12632272,1,churn,0.0822047887402004,0.200433062864331,0.0750402133119359,0.0668145113257378,0.0693865667380305,0.144799958092367,0.0188592327851847,0.0134355208316992,Female,53,No,Yes,Unemployed,Suburban,High School or Below,1673071200
12,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,415b34e4-73b6-4696-8503-fb741e42cd53,no_churn,0.79899085,1,churn,0.100111511592445,-0.0023688217900507,0.109363062510538,-0.0085595089988373,0.0739972403091451,0.108014209265839,0.0322043723054048,0.0629260762035664,Male,55,Yes,No,Unemployed,Suburban,High School or Below,1673071200
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2618ac49-3e62-4af1-bdd0-15cc853f2927,no_churn,0.43800285,0,no_churn,-0.214578981787981,-0.005440007982288,0.0529158851718966,-0.025932216154506,0.0166963892522107,0.0343070690247077,-0.118172645690229,0.0111783548813491,Male,33,Yes,No,Unemployed,Urban,Master,1673071200
47,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,89034400-0ec2-4dd9-a79a-b19273cac23f,no_churn,0.03891441,0,no_churn,-0.0242655028156696,-0.0107281061563298,0.0123764335675969,-0.0203527343800033,0.024347871599366,-0.157128329330817,-0.0351507685368687,-0.0581250162134165,Male,61,No,No,Unemployed,Suburban,Bachelor,1673071200
63,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f6114c60-6b65-4f28-9ffe-1414bb82abe6,no_churn,0.004834145,0,no_churn,-0.0908686888012835,-0.0024387475248659,0.0473971957427056,-0.0132655893215815,0.0612054188585352,0.0791512910525034,-0.0161680512779094,-0.0259199312756027,Female,70,Yes,No,Unemployed,Suburban,College,1673071200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ee16774-5dde-4f3d-bd18-bb606a61da9a,no_churn,0.20767698,0,no_churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Female,35,Yes,No,Medical Leave,Suburban,Bachelor,1673071200
57,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,4374d182-852c-46b6-b6dc-35d2627f9d31,no_churn,0.24855585,0,no_churn,-0.156617790754581,-0.0041038110271438,-0.0625967592927918,2.54297371611756e-05,0.0678545061755539,0.0408805224029492,-0.0235286127876861,0.0135048097910112,Male,54,No,Yes,Employed,Suburban,College,1673071200
41,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,292d3b8d-049a-4b36-86eb-325d14570fe2,churn,0.67711574,1,churn,-0.0002543038950625,-0.0011015372232941,0.0645926065161256,-0.0265595629828567,0.100690572619897,0.116297934174054,0.0895968042974891,0.107711344456893,Male,27,No,No,Employed,Suburban,College,1673071200
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,67b05c0a-e2a3-4698-9105-4977460a9ff8,churn,0.70008314,0,no_churn,0.0793408414599162,-0.0021486882289173,-0.0225728148740563,0.0094566986044719,0.0966331317728145,0.116261321691982,0.135408559657681,0.126428134287953,Male,29,No,Yes,Employed,Rural,High School or Below,1673071200
49,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,24d144ce-d695-4ff3-85cd-76669525fe1b,no_churn,0.08819501,0,no_churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Male,54,No,Yes,Unemployed,Suburban,High School or Below,1673071200
69,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,15ef18e7-bee9-48cf-83f5-4b54e114c49c,no_churn,0.008921994,0,no_churn,-0.0576186361545842,-0.0034522538298006,0.003754260429423,-0.0311706272638366,0.0002212899631649,-0.124990667535826,-0.0222585373420497,-0.0335109806184846,Male,42,No,No,Employed,Urban,Bachelor,1673071200
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ecd35eee-e581-405c-91f3-339da1c5d1ae,churn,0.30117616,1,churn,0.114111312110126,-0.0063819435290133,0.0579520109723307,0.182071089253695,0.12369611914517,0.120676785009528,0.0071260958992752,0.0218176273246717,Male,36,No,No,Retired,Suburban,Bachelor,1673071200
65,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,f47990eb-6f13-488a-bac0-e7dd17ec863f,no_churn,0.0083018309999999,0,no_churn,-0.0521082342511635,-0.0029270268599248,0.0005252586301048,-0.0365613651529838,0.004980829002352,-0.135435795400363,-0.0227465928876336,-0.0247532247781236,Female,68,Yes,No,Employed,Urban,Bachelor,1673071200
46,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bea936f3-0941-43e2-8e9d-7ef1b72df665,no_churn,0.008753147,0,no_churn,-0.136580453713486,-0.0062622658135114,-0.030892895879333,-0.0435827759183848,0.0119791863413047,0.0280689104956218,-0.0471189545431116,-0.0446369019983649,Female,48,No,Yes,Employed,Urban,High School or Below,1673071200
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,97810b70-3262-4c52-a758-467db4bf2045,churn,0.6656391,1,churn,-0.0943541234634813,-0.0027796597378437,0.0562104874887609,0.0241516622648669,0.0092940619197725,0.0845007776748389,0.0105697503021474,0.0165475626452825,Male,35,No,Yes,Employed,Suburban,College,1673071200
71,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,c85576e1-1cdd-40ea-a8c9-82124e5ef46f,no_churn,0.008215088,0,no_churn,-0.058452675230701,-0.0033702463730151,-0.0132270750043016,-0.0316349279588439,-0.0124880534618023,-0.125122653490034,-0.0101113028588679,-0.0146192187443921,Female,46,No,Yes,Unemployed,Suburban,Bachelor,1673071200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,1d61d737-e1e3-408b-9ad7-1657bbf3c770,churn,0.33750102,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,27,No,Yes,Medical Leave,Rural,College,1673071200
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,53511146-1d76-42c9-9085-43995f45ebe1,no_churn,0.31959996,0,no_churn,0.157524558774821,0.0665483926979141,0.0372286435608475,-0.0593348094456359,-0.0251455041677945,0.11258760075928,-0.0283062449934095,0.0046013782265345,Male,23,Yes,No,Retired,Suburban,Bachelor,1673071200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8cf99766-574f-4dbf-90f5-6f558d8a8b2f,no_churn,0.7117848,0,no_churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,48,No,No,Unemployed,Rural,High School or Below,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7c615c0c-619c-4fff-b59d-853517d172f3,churn,0.87955225,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,31,No,Yes,Employed,Suburban,High School or Below,1673071200
71,Yes,No,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,23fb71a3-177a-4961-a1f0-aa1f1227a041,no_churn,0.013925343,0,no_churn,-0.108519640022405,-0.0029987869020624,-0.0226174027381193,0.0273296895151634,-0.0188597769741818,-0.10710047457791,-0.0081359621384217,-0.0114571323824748,Female,54,Yes,No,Disabled,Suburban,Bachelor,1673071200
9,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,21f4965b-76e3-4a9f-923a-459fa0fdfae6,no_churn,0.0083822569999999,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,37,No,No,Employed,Urban,College,1673071200
56,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,16ccb1df-2178-487a-bf7f-5a2ece5b9a60,no_churn,0.1840391,0,no_churn,-0.0209085810641181,-0.0008715092900092,0.0235607037471572,-0.0249222460692863,0.100522472379162,0.0306594856734409,0.0841232059888898,0.0788103178473647,Male,32,No,Yes,Unemployed,Suburban,College,1673071200
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,72ae8f7e-0c87-470a-9d95-33535238deb5,no_churn,0.0051433059999999,0,no_churn,-0.183021624687744,-0.0107258822935818,-0.0252107759478167,-0.0119680126626735,-0.0759966500395603,0.0320038834885417,0.010590881473563,0.0367685567258922,Male,67,No,Yes,Unemployed,Suburban,College,1673071200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a47ef9cd-fde9-4118-90fa-7de6fc3e66ea,churn,0.81251436,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,56,No,No,Retired,Urban,Bachelor,1673071200
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,45b1ca91-fbc5-4152-9b25-83ca26817a0e,churn,0.7785517,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,25,Yes,Yes,Employed,Rural,Bachelor,1673071200
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4ffce89e-97fd-419b-a454-660c5d506afb,no_churn,0.45416307,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Male,25,No,Yes,Employed,Suburban,Bachelor,1673071200
71,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b6efabee-fac3-488e-98f9-bac1cf9a51fe,no_churn,0.00509016,0,no_churn,-0.0791011121523297,-0.0015216554585094,0.001159552983413,-0.0026843296742981,-0.0310979999680785,0.0575388264406319,-0.0229866969090062,-0.040332737297067,Male,20,No,No,Employed,Urban,High School or Below,1673071200
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0e7343ae-22fa-4870-aac8-52cc87311b64,no_churn,0.24147242,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,46,No,No,Employed,Suburban,Bachelor,1673071200
33,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,019e3230-0e19-4bf9-9c84-ab3f18393014,no_churn,0.077813394,0,no_churn,-0.0461111299547383,-0.0048113090548713,-0.0036799365043771,-0.103317012556035,0.0413148571949386,0.0439478768019034,-0.0538079682856869,-0.0575615307263251,Female,44,No,Yes,Employed,Urban,College,1673071200
57,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,422b50f4-572d-44a8-8eb8-d3c3d3999043,no_churn,0.021789528,0,no_churn,-0.0689809508099097,-0.0059078809137463,-0.006238930116342,-0.117393374025451,0.0206853539024814,0.0367828876686871,-0.0456143075142244,-0.0423589495240048,Female,78,Yes,No,Unemployed,Suburban,Bachelor,1673071200
48,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,7f834b39-d0f8-4c73-9dfe-b0ee3cffbb27,no_churn,0.0599158329999999,0,no_churn,-0.0904665208965889,-0.0046167203562072,0.0239009232940952,-0.182550509281791,0.018895894944826,0.0404395451091295,-0.0211210623599254,-0.0266895202618889,Female,48,No,No,Unemployed,Urban,College,1673071200
37,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8cb931f9-b2c0-41b5-b1d1-19ca36f5d484,no_churn,0.25793278,0,no_churn,-0.0605173137775727,0.0569924551239637,0.0234703723599341,-0.16679695704579,-0.0453096683107651,0.0699783243859383,-0.0121696120407432,-0.0246737510687671,Female,56,No,No,Unemployed,Suburban,College,1673071200
71,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,4d71ec82-0a78-4efa-a4f6-4796f7c115ca,no_churn,0.0023152682,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,73,No,No,Employed,Suburban,Bachelor,1673071200
58,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,9bd40213-a54b-4fc1-9840-fc296260339c,no_churn,0.2803177,0,no_churn,-0.199870410574831,-0.0050532303352474,0.0406025085761348,-0.0038326745020867,0.0400230376615672,0.047757522603747,-0.0535281897783534,0.068553856855724,Female,33,No,Yes,Unemployed,Suburban,College,1673071200
11,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,92c388ed-14b3-4109-bc62-fc1775a8eb17,churn,0.38241336,1,churn,-0.0637718068827598,-0.0969831458206772,-0.063091561453416,-0.0370149975246476,0.0351239374010947,0.0558412051919594,-0.0484110884458596,-0.0407186932096556,Male,50,Yes,Yes,Unemployed,Rural,College,1673071200
33,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c9d264cd-5474-4295-988a-60e8adb63b62,no_churn,0.077813394,0,no_churn,-0.0461111299547383,-0.0048113090548713,-0.0036799365043771,-0.103317012556035,0.0413148571949386,0.0439478768019034,-0.0538079682856869,-0.0575615307263251,Male,37,Yes,No,Employed,Suburban,High School or Below,1673071200
70,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,73ffbce2-149c-426c-845d-8d1eb568c35c,no_churn,0.01599137,0,no_churn,-0.104555228610479,-0.0306439261709601,-0.0209432526761247,0.0371182394206789,0.0510527002516391,0.109925046209864,0.0665000357263943,0.0751869005953358,Male,56,No,No,Employed,Suburban,High School or Below,1673071200
10,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,047a8966-96d9-462c-9b7a-7df492ae6f0b,no_churn,0.18037334,0,no_churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Male,60,No,Yes,Employed,Urban,High School or Below,1673071200
30,No,No phone service,High Speed,Phone_Support,One year,100hrs+,Active,21f8d02c-fb5f-4a1e-809d-60388b767306,no_churn,0.1137603,0,no_churn,-0.0391151930441356,0.002453849530284,-0.0677367058208437,-0.0065621841800111,0.0528068374535996,-0.153741757526705,0.0302137079205022,0.0376552940407418,Female,29,No,Yes,Employed,Suburban,College,1673071200
68,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,32eda4f8-18d5-425f-a565-a99520972338,no_churn,0.07734268,0,no_churn,-0.190751479145865,-0.0038478221459627,-0.0397757598337921,-0.0550891279815732,0.0021432085882042,0.045889517228752,-0.0113237405322161,0.0450623863899818,Male,61,No,No,Employed,Rural,Doctor,1673071200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,80a7b8ec-388e-4f75-aada-5be9a2045fe5,no_churn,0.1126821,0,no_churn,-0.118036090044152,-0.001466944290114,0.0261518428365525,0.0095008095077628,0.0094179413138863,-0.150664871989702,0.04779266734673,0.0382784954648559,Male,56,Yes,Yes,Employed,Suburban,College,1673071200
10,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,63909715-7610-4ddd-9cd7-35638ce493c0,no_churn,0.18037334,0,no_churn,-0.0334706341307264,-0.0142365176540261,-0.015705807101458,-0.113634669076764,-0.0056984125041617,0.0518018867899263,-0.0591299443442403,-0.0739520546354924,Female,40,No,No,Employed,Suburban,Bachelor,1673071200
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,5ad15b7e-b62e-43b9-98ac-1a4bc3f33e72,no_churn,0.0051433059999999,0,no_churn,-0.183021624687744,-0.0107258822935818,-0.0252107759478167,-0.0119680126626735,-0.0759966500395603,0.0320038834885417,0.010590881473563,0.0367685567258922,Male,37,No,Yes,Unemployed,Suburban,High School or Below,1673071200
21,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,39b57215-ad7e-44b3-be7e-8f818d24a9c5,no_churn,0.5561502,0,no_churn,-0.0011643510587691,-0.0033515911234826,-0.0195969517450703,0.0031269887040343,0.001841299924572,0.108101708181894,0.0851324345461853,0.067550979378484,Female,59,No,Yes,Employed,Suburban,High School or Below,1673071200
32,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,74313f8b-7f6a-453f-b793-60d145c7d4d7,no_churn,0.22630945,0,no_churn,-0.0096940677199836,-0.014940783815,0.0017845799002134,-0.0477636532019823,0.0019660357482734,0.0523457921736826,-0.040168955703848,-0.0092217642339892,Female,73,No,Yes,Unemployed,Rural,Bachelor,1673071200
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3b759d5e-4cac-46b9-a8dd-74680949e4c3,churn,0.664921,1,churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,45,Yes,Yes,Employed,Suburban,Bachelor,1673071200
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,17fba5c9-cd83-40b8-a4d2-79148f339d34,churn,0.34591866,1,churn,0.0390735713728281,-0.0019769556615392,0.0301002839926513,0.079659751098552,0.127709875747769,0.132924956588377,0.187863367729496,0.095619013407304,Female,57,Yes,Yes,Unemployed,Urban,High School or Below,1673071200
72,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,dc67b666-8fc2-4cfe-b160-cc69d2a76312,no_churn,0.0048428625,0,no_churn,-0.141157481773353,-0.0008347324216083,-0.0054740954447152,-0.0157910810086377,0.0886027583031864,0.0677413228187742,0.0578692645477258,0.0760178942251877,Female,76,No,Yes,Employed,Suburban,High School or Below,1673071200
43,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,8855c230-7581-4841-a9c8-ce6802acd22d,no_churn,0.071046315,0,no_churn,-0.0561536658333534,-0.0018765357167649,-0.0140664101039328,-0.0195387838067472,0.0546127162174889,-0.0964503729031275,0.0103163230142126,0.0641305774864849,Female,62,No,Yes,Employed,Suburban,Master,1673071200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,827028b9-ef87-460c-95ca-af80089cddb3,no_churn,0.49859858,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,28,Yes,Yes,Unemployed,Suburban,Bachelor,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b6b7a0c0-8c55-4c9a-a52e-ab2dc5b411e3,no_churn,0.30543727,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,61,No,Yes,Employed,Rural,Master,1673071200
33,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5d38d78b-fb75-40e8-ae69-25bfae33865a,no_churn,0.077813394,0,no_churn,-0.0461111299547383,-0.0048113090548713,-0.0036799365043771,-0.103317012556035,0.0413148571949386,0.0439478768019034,-0.0538079682856869,-0.0575615307263251,Male,48,No,Yes,Unemployed,Suburban,Bachelor,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a429400c-86ee-487e-ac95-d63ed0175a38,churn,0.76397824,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,71,Yes,Yes,Unemployed,Suburban,College,1673071200
24,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,2dfd5622-4bf0-4710-b156-2f08fd7d42a1,churn,0.5252837,1,churn,-0.183725109224488,-0.009494161311195,-0.140876064657841,-0.0287106177215537,0.0598242408742589,0.0234151494206707,0.0293507719164517,0.0528563053086691,Male,51,No,No,Employed,Suburban,College,1673071200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,67f91e6c-eda6-4237-846a-0b371abd3713,no_churn,0.49859858,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,45,No,Yes,Medical Leave,Suburban,College,1673071200
30,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ae16939c-d591-4a96-a651-83d43983f1da,no_churn,0.1824287,0,no_churn,-0.115405323829818,-0.0052851843246753,-0.0417632195916485,-0.0611419186017155,-0.0104855015847169,0.0535991264950644,-0.0115711948986972,0.0046937329995671,Female,58,No,Yes,Employed,Urban,Bachelor,1673071200
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6e4ea8f9-36e2-4eaf-b58b-3020787505c5,churn,0.29611257,1,churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,45,No,No,Medical Leave,Suburban,College,1673071200
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,313e81ac-52c3-4ff0-b524-d94539623c7b,no_churn,0.05311317,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,80,Yes,Yes,Employed,Suburban,College,1673071200
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,e919ce52-77ca-46bb-a7a3-d9f56f9fc6d3,no_churn,0.4952679,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,79,No,Yes,Employed,Suburban,Bachelor,1673071200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a7b6ae9e-0029-4b51-b98a-f07bd8c8c575,churn,0.66142976,1,churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Female,56,No,No,Disabled,Urban,Master,1673071200
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,69473375-6ea6-4602-b224-3e28fda1353d,no_churn,0.0059277327,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Female,65,No,No,Employed,Suburban,College,1673071200
29,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f5b5c5b6-8365-444d-b00b-64b9da41fac1,no_churn,0.014356255,0,no_churn,-0.0917881999234032,-0.0174387920604749,-0.0273645596629558,-0.115377592671539,0.028091449460453,0.0426828264580126,-0.0313859387849606,-0.0464453434383904,Female,37,Yes,No,Unemployed,Suburban,Bachelor,1673071200
24,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f5dd87b2-19b2-40b6-bb13-c8a35ae4f5af,churn,0.5252837,1,churn,-0.183725109224488,-0.009494161311195,-0.140876064657841,-0.0287106177215537,0.0598242408742589,0.0234151494206707,0.0293507719164517,0.0528563053086691,Female,80,Yes,No,Employed,Suburban,College,1673071200
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ae33fdf5-df86-46fb-8274-a136d5a2fcde,churn,0.47829753,1,churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Female,47,No,No,Employed,Urban,High School or Below,1673071200
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,39d87da5-5784-4e82-99d1-fbf805c71f22,churn,0.801339,1,churn,0.196571040899853,0.0005539919167131,0.104572799170719,-0.0305014692088388,0.108264925426838,0.133145888623531,0.0815701412446651,0.0984632026355484,Male,57,No,No,Unemployed,Suburban,High School or Below,1673071200
37,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,bb25e349-927e-40f4-b808-c557efbe6317,no_churn,0.4062032,0,no_churn,-0.196154839698024,-0.0057020897042093,-0.0575153648658533,-0.0445408336002765,-0.0138652190917309,0.048022650582825,0.0199375296223615,0.0357920148397988,Male,20,No,Yes,Unemployed,Suburban,Bachelor,1673071200
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,854d7268-a444-44a2-9282-9bc9bc6f70b6,churn,0.7785517,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Male,73,Yes,No,Employed,Urban,College,1673071200
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,7d99e02e-e681-49aa-a627-21befac95db4,no_churn,0.0029072765999999,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Male,31,No,Yes,Employed,Suburban,Bachelor,1673071200
51,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,5a454043-332e-4c71-a6e9-b5bdf607764d,no_churn,0.0982775,0,no_churn,0.0710887940377506,-0.0032286411617769,0.0999085308637359,0.111263767550572,0.069614181454649,-0.147477177493206,0.0051007717153152,0.0078003139745032,Male,76,No,Yes,Medical Leave,Rural,Bachelor,1673071200
63,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,78e62a2d-bb9f-489e-be46-3d9b46303236,no_churn,0.057858482,0,no_churn,-0.0744182979845754,-0.0041425073557365,-0.005086527415151,-0.030889577954249,-0.0321337080748253,-0.0877789446097358,-0.0168084395495861,-0.0177681508708519,Female,21,No,Yes,Employed,Urban,Bachelor,1673071200
47,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,d0b3bf18-b0fd-4e3b-887d-62e6e8e3721a,no_churn,0.03891441,0,no_churn,-0.0242655028156696,-0.0107281061563298,0.0123764335675969,-0.0203527343800033,0.024347871599366,-0.157128329330817,-0.0351507685368687,-0.0581250162134165,Female,72,No,Yes,Disabled,Suburban,Bachelor,1673071200
70,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,0c27d86a-86b7-4ca0-8a89-94153eee09d3,no_churn,0.03399255,0,no_churn,-0.196099414403725,-0.0024222176954936,-0.0126506701509879,0.0024218409636341,-0.0482383503030996,0.0053701863286551,0.0044438865584743,0.0348152531013056,Male,32,No,No,Employed,Suburban,College,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b6be9527-4dc4-46af-a742-a6c0ea69a26c,churn,0.76397824,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,67,Yes,Yes,Unemployed,Urban,High School or Below,1673071200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,87455f00-595e-4d67-a2a7-7fbd46f80235,no_churn,0.6740067,0,no_churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,78,No,No,Unemployed,Urban,College,1673071200
69,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,22365069-c27f-4b5b-ba92-623944a36243,no_churn,0.114766404,0,no_churn,-0.119359077211793,-0.0228013420218212,-0.0171359738885075,-0.0312295945316373,-0.0989927568655002,0.0519197509017431,0.0034972872711023,0.0050755529415482,Male,46,No,Yes,Unemployed,Suburban,Bachelor,1673071200
47,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e46fc1ef-70c0-4fd1-bc37-92dff7dc7257,no_churn,0.03891441,0,no_churn,-0.0001023370385064,0.0008890026265544,0.0759487392419396,-0.0134752414855756,0.0945736456398481,0.102064155459821,-0.0226215541484089,-0.0064367592785674,Female,42,No,Yes,Employed,Urban,Bachelor,1673071200
46,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a1ce6af0-4895-480d-904e-04405400ed3a,no_churn,0.008753147,0,no_churn,-0.136580453713486,-0.0062622658135114,-0.030892895879333,-0.0435827759183848,0.0119791863413047,0.0280689104956218,-0.0471189545431116,-0.0446369019983649,Female,21,Yes,Yes,Medical Leave,Urban,College,1673071200
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f240c4d5-ef7f-484c-9ac7-aa6d6e63e437,no_churn,0.45416307,0,no_churn,-0.024032439522839,-0.0029277297785847,0.062377792253892,0.151789002440546,0.0611665322891713,0.113578054234144,-0.0343801876119869,-0.02193055440438,Male,26,Yes,Yes,Unemployed,Urban,Bachelor,1673071200
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b21c3b91-59e4-42a6-9520-c317df565c51,no_churn,0.5216147,0,no_churn,-0.0112896183486554,-0.0044430545562318,-0.0383542366260007,0.0198402608144533,-0.173633309639872,0.0539159194032163,-0.0368798288052676,-0.0516822825882991,Female,31,No,Yes,Unemployed,Suburban,Bachelor,1673071200
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,384394d5-311d-4fe9-8b2f-7d1d564e73ad,no_churn,0.6740067,0,no_churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Male,49,Yes,Yes,Unemployed,Suburban,High School or Below,1673071200
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,79895154-cccd-4f4f-875d-14cba7c9572f,no_churn,0.11497297,0,no_churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,50,No,No,Employed,Suburban,High School or Below,1673071200
56,Yes,Yes,Low Speed,In_Store_Support,One year,0hrs,Disabled,6371c04e-fa6f-4e84-9665-f7ccdb16ab34,no_churn,0.05058191,0,no_churn,-0.0344192180741993,-0.0064269968377902,0.0058064670789008,-0.0211683413019,-0.0406692870209553,-0.0482599088856295,-0.0221883834815162,-0.0217004834795443,Female,45,No,No,Disabled,Suburban,Bachelor,1673071200
21,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94408c79-bab1-4a37-8435-03913ec34f23,no_churn,0.1225808,0,no_churn,0.102731601229098,0.125144233922892,0.0571552451573643,0.119998464133123,0.0852496824602622,0.117263935807568,-0.0071893605438435,-0.0227132771970809,Male,32,No,Yes,Employed,Suburban,Bachelor,1673071200
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1ca1c4db-f072-4f16-bce3-d27f419beddb,churn,0.4779328,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,73,No,No,Unemployed,Suburban,Bachelor,1673071200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,647f7a45-8b3f-4232-8135-e1c60f33e621,no_churn,0.59297585,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,55,No,No,Unemployed,Suburban,Bachelor,1673071200
56,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,29c81ebc-f0ee-4ea7-bcdc-cf0e493579f1,churn,0.11787896,0,no_churn,-0.0731701501691441,-0.004422849905477,-0.0967532707288228,-0.0460975015250005,0.0340614988716151,0.0542954629815358,-0.0108159497950327,-0.0461233909407565,Female,57,Yes,No,Medical Leave,Suburban,High School or Below,1673071200
30,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3da02771-d557-4dc4-844b-36509d910c36,no_churn,0.1824287,0,no_churn,-0.115405323829818,-0.0052851843246753,-0.0417632195916485,-0.0611419186017155,-0.0104855015847169,0.0535991264950644,-0.0115711948986972,0.0046937329995671,Male,30,No,No,Employed,Suburban,High School or Below,1673071200
53,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,5c120321-acea-40f1-aa15-6aafd7e1a8ce,no_churn,0.04552183,0,no_churn,-0.071673780722358,-0.0033344475910053,0.0419545442927301,-0.128975430713926,0.0406687779089497,0.0543737145998784,-0.0369437247973291,-0.0550958048255142,Female,44,Yes,No,Unemployed,Suburban,College,1673071200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3e855fd4-b042-4566-8620-fc110dc4de36,churn,0.46881646,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,38,No,No,Retired,Suburban,Doctor,1673071200
43,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,3cb97acc-829d-406a-a32c-b270fedc0a16,no_churn,0.018113323,0,no_churn,0.0997510915507155,0.0038612796144116,0.0479102587569104,0.12332669287538,0.0717303643398736,-0.0386585095710688,-0.0220838609345628,-0.0248634637425675,Male,79,No,No,Employed,Urban,College,1673071200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d6afc0b6-5f65-4128-ab53-bf2f2c33ac0e,no_churn,0.59297585,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,52,Yes,No,Employed,Suburban,College,1673071200
53,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,43676a8b-8420-41f8-85fc-47331e3fae59,no_churn,0.04552183,0,no_churn,-0.071673780722358,-0.0033344475910053,0.0419545442927301,-0.128975430713926,0.0406687779089497,0.0543737145998784,-0.0369437247973291,-0.0550958048255142,Female,79,Yes,Yes,Employed,Suburban,Master,1673071200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c95d1494-6d90-4940-85e0-e3dedc97edc1,no_churn,0.26085767,0,no_churn,-0.197263226253417,-0.0029858263142159,-0.0205171917607731,0.004523051396809,-0.0275601132274823,0.0285716569212308,-0.0255377322177264,-0.0282567708002716,Female,57,No,Yes,Medical Leave,Suburban,High School or Below,1673071200
39,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,6ffca251-8f53-4e8a-962f-1d5aede2ee64,no_churn,0.020740397,0,no_churn,-0.0135949417401752,-0.0058527266318378,-0.0118555322072279,-0.087355587470156,-0.0124625739517705,-0.0498502409006596,-0.0128016061400012,-0.0202529422111547,Male,71,No,Yes,Medical Leave,Suburban,Bachelor,1673071200
68,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,e9040b92-1ba5-4104-82f8-b24349c34fa1,no_churn,0.07734268,0,no_churn,-0.190751479145865,-0.0038478221459627,-0.0397757598337921,-0.0550891279815732,0.0021432085882042,0.045889517228752,-0.0113237405322161,0.0450623863899818,Female,76,No,No,Employed,Suburban,College,1673071200
49,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,13b355e2-0eaa-4219-8b3c-131cf207f4c5,no_churn,0.08819501,0,no_churn,-0.0768116794546404,-0.0011739244634009,0.055951464909458,0.0236301137544978,0.0406045915744289,0.114175530927678,0.0176264113897741,0.0264691827483238,Female,39,No,Yes,Employed,Rural,High School or Below,1673071200
67,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ce7f66f3-f47c-48c2-940a-9f25300a71ab,churn,0.32786164,1,churn,-0.170317781858148,-0.0014326165084276,0.015916001219648,-0.0081965647324341,0.053670286390261,0.0449595668172332,0.0046623776991782,0.0617125780922288,Male,21,No,Yes,Employed,Suburban,College,1673071200
5,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,bc9b5927-5964-4874-9b91-5f5a32bf80c5,no_churn,0.11497297,0,no_churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,45,No,No,Employed,Urban,High School or Below,1673071200
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f31953a-bd07-44f6-9d5b-104357fa8aad,no_churn,0.18589324,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Male,76,No,Yes,Unemployed,Urban,College,1673071200
27,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,8923f849-8316-446f-a3d3-bef231507022,no_churn,0.29445076,0,no_churn,-0.0511806382992381,-0.0032275398499223,0.0874679698355885,-0.014083732944764,0.0408034144188604,0.0488662635324271,-0.0035765168416219,0.0249522527094995,Male,41,No,No,Unemployed,Urban,Master,1673071200
21,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,ae57474c-8657-444b-bee6-9a0040fb8197,no_churn,0.44983172,0,no_churn,-0.0643383692102816,-0.0055125195446271,-0.0854539239395717,0.0021431826397974,0.0686593886012087,0.0629281478556186,-0.0166650395136093,0.0592129820781156,Male,26,Yes,Yes,Employed,Suburban,Master,1673071200
52,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,38460419-2306-481e-a207-de4cef9b72ed,no_churn,0.09939265,0,no_churn,-0.0556147162001798,-0.0027398695200827,-0.0710780185724797,-0.0493664863496087,0.047246332086288,0.0576681547306452,-0.0366468693573369,-0.0584946773771116,Female,80,No,No,Disabled,Suburban,Bachelor,1673071200
53,Yes,No,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,4def1c1b-fa0f-4f6c-9019-60ee46869507,no_churn,0.14717497,0,no_churn,-0.0930329287451604,-0.0033967228486471,-0.0295633495289075,-0.0185027984718362,0.0049239247408786,-0.138031062938398,0.0039712564584351,0.0246055299732324,Male,27,No,Yes,Unemployed,Suburban,College,1673071200
53,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,40c55ac2-7dea-4b2d-bd71-4e24f809ded7,no_churn,0.04552183,0,no_churn,-0.071673780722358,-0.0033344475910053,0.0419545442927301,-0.128975430713926,0.0406687779089497,0.0543737145998784,-0.0369437247973291,-0.0550958048255142,Male,45,No,Yes,Disabled,Suburban,College,1673071200
29,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,68357f39-233f-4bd2-98fe-e87a0fd894d1,no_churn,0.014356255,0,no_churn,-0.0405434662148036,-0.0053652876747764,-0.0194230934563711,-0.0373867921955206,0.0178773253939834,-0.111583140656803,-0.0317630204282977,-0.0408386786348091,Female,43,No,Yes,Employed,Urban,High School or Below,1673071200
72,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,5e4c6b76-f723-4fd7-8304-3335b2d2d3a5,no_churn,0.0048428625,0,no_churn,-0.141157481773353,-0.0008347324216083,-0.0054740954447152,-0.0157910810086377,0.0886027583031864,0.0677413228187742,0.0578692645477258,0.0760178942251877,Male,79,Yes,No,Employed,Suburban,Bachelor,1673071200
66,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2515d261-41d4-4d9f-89ad-147db4f95846,churn,0.4883039,1,churn,0.0195928705579444,0.0004678557463194,0.0985788951026825,0.107520481160109,0.124127772788306,0.104739627723684,0.0881030329895111,0.0978433178763225,Female,22,Yes,No,Employed,Suburban,Doctor,1673071200
35,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,04309f17-11e9-4e47-8ce1-b9c107de63c4,no_churn,0.0292551,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,80,No,No,Medical Leave,Rural,Bachelor,1673071200
35,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f2eab436-affc-4245-882f-f998df0d3b60,no_churn,0.0292551,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Female,48,Yes,No,Unemployed,Suburban,High School or Below,1673071200
27,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,97c3c594-52cd-452a-98da-b5a371e59c35,no_churn,0.035270512,0,no_churn,-0.105217976331014,-0.0144428381030593,-0.0583072551809891,-0.0353886746764146,-0.0366350498355495,0.0349496104616991,-0.0352469576310522,-0.0187370100243606,Female,45,No,Yes,Unemployed,Suburban,College,1673071200
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7cfd7401-e5de-4f10-b1d6-42d6aad897e0,churn,0.30117616,1,churn,0.114111312110126,-0.0063819435290133,0.0579520109723307,0.182071089253695,0.12369611914517,0.120676785009528,0.0071260958992752,0.0218176273246717,Female,33,No,No,Medical Leave,Suburban,Bachelor,1673071200
12,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eb6e7f8f-6275-4877-a231-8d3b08c0007e,no_churn,0.010411896,0,no_churn,0.129340451116805,-0.0007527609899625,0.0555373506650903,0.0358372843839606,-0.0415986298340703,0.0913064187683357,-0.0147094388828736,-0.0172884083503413,Male,69,No,No,Unemployed,Suburban,Bachelor,1673071200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5c3437a0-993e-4cb4-9324-8e6412cc7666,no_churn,0.4037694,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Female,24,No,Yes,Unemployed,Suburban,Master,1673071200
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,5b8c6842-00dc-4edb-87d1-1a398cf37824,churn,0.02958502,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Female,61,No,Yes,Unemployed,Rural,College,1673071200
42,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,297e0426-f39e-44b7-aed6-610a25a6df1c,no_churn,0.2526458,0,no_churn,-0.0688319147759421,-0.0054822419940046,0.0057096745995204,0.0861316355753479,-0.144380086386841,0.0491751530210376,-0.0487921493256362,-0.0295562197401432,Female,37,No,Yes,Retired,Suburban,College,1673071200
43,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3245fe33-910b-4022-a3f4-585561a47af2,no_churn,0.018113323,0,no_churn,0.0669216643799154,0.0007481416079644,0.0468599939870728,0.0586260359292646,0.0892020421722554,0.0580290816540582,-0.0120195336806591,-0.0143253924583041,Male,52,No,Yes,Employed,Suburban,High School or Below,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f9ca38a-9797-4b41-8b6d-7d617a70ad08,churn,0.76397824,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,28,No,Yes,Employed,Suburban,Bachelor,1673071200
32,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2cbcac8f-6f12-4b77-8b5e-628a4538e667,no_churn,0.039049964,0,no_churn,-0.0757045984928936,0.0836365919506079,0.0400314498272746,-0.157082646472945,0.0329848370900253,0.0832532260030166,-0.0042241870813541,-0.001920821066833,Female,46,No,Yes,Unemployed,Urban,High School or Below,1673071200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,ab8afebb-a26f-48d2-9d24-67876fe38eca,churn,0.7864278,1,churn,0.224490676868691,-0.0029611367358847,0.0635780656628639,0.0616107657645079,0.116246933814546,0.149251646697421,0.0607300732909698,0.0580268317712579,Male,44,Yes,No,Employed,Suburban,Bachelor,1673071200
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,0446c5f2-50df-4ceb-bfad-f24e0fa83c25,no_churn,0.1126821,0,no_churn,-0.248281450213244,-0.0024438622482011,-0.0172845382136711,-0.0602260057003877,0.0157693144360928,0.0085191230464988,0.026811333024043,0.0141099337880768,Female,54,No,No,Employed,Suburban,High School or Below,1673071200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b5666c0-2beb-43f2-8cb4-5837b292a79c,no_churn,0.3684776,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,68,No,Yes,Unemployed,Rural,Bachelor,1673071200
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,850bafe8-8cf6-42cb-9b6b-6f4c631dbf7f,no_churn,0.09257346,0,no_churn,-0.275349552026191,-0.00507721884705,0.0130434295933218,-0.0433825652190398,0.0021147728395862,0.036340628985049,0.0057297617846779,0.0099355411882243,Female,30,No,No,Employed,Suburban,Master,1673071200
27,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0abbc133-35bb-4649-8aa8-698b6a9cfd52,no_churn,0.035270512,0,no_churn,-0.105217976331014,-0.0144428381030593,-0.0583072551809891,-0.0353886746764146,-0.0366350498355495,0.0349496104616991,-0.0352469576310522,-0.0187370100243606,Female,39,No,No,Employed,Suburban,College,1673071200
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b4eaf717-319f-4a23-bd5f-67a087d94ff8,no_churn,0.0051433059999999,0,no_churn,-0.183021624687744,-0.0107258822935818,-0.0252107759478167,-0.0119680126626735,-0.0759966500395603,0.0320038834885417,0.010590881473563,0.0367685567258922,Male,58,No,No,Unemployed,Suburban,High School or Below,1673071200
46,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b5103c5b-ebf3-49b9-9648-b7d323e71229,no_churn,0.012657255,0,no_churn,-0.0369598703321435,0.153040814607407,0.0662620089534766,0.125238795658429,0.0342133604373611,0.110515828241046,0.0038371182698119,0.0148258043972964,Male,78,No,No,Employed,Suburban,College,1673071200
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1d173128-868e-4659-a2fc-fc4f7a10742f,no_churn,0.21655174,1,churn,-0.122912091422768,-0.0048530845034247,0.0915134765218817,0.0932375593001279,0.0734966665675165,0.0574936843157547,0.0263356084110273,0.0613287055014552,Female,52,No,No,Employed,Rural,College,1673071200
23,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,d5627dee-1753-4e9a-aea3-c455749299ee,no_churn,0.13885795,0,no_churn,-0.0702748517589134,-0.015869000575185,0.0243456418574351,-0.0367086391247721,-0.149643956026666,0.0465410800610698,-0.0148749506071362,0.0274585249469419,Male,47,No,No,Employed,Suburban,College,1673071200
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f21d5d51-33f4-40c5-bdab-f72d0f6bb543,no_churn,0.12564336,0,no_churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,34,No,Yes,Employed,Suburban,Master,1673071200
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,81d130e4-7b7b-470b-a8cb-b94be573c98c,no_churn,0.048109744,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Male,75,No,Yes,Employed,Suburban,Master,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,84ca287f-260b-48d1-a5e8-0a754cdc6b6d,no_churn,0.30543727,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,24,No,Yes,Unemployed,Suburban,Master,1673071200
44,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a7fad4a8-2f97-4ad1-ab6a-6b93552467a3,no_churn,0.21655174,1,churn,-0.122912091422768,-0.0048530845034247,0.0915134765218817,0.0932375593001279,0.0734966665675165,0.0574936843157547,0.0263356084110273,0.0613287055014552,Female,71,No,No,Employed,Suburban,High School or Below,1673071200
59,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,83110dc0-d70f-4919-8012-da009947b591,no_churn,0.18589324,0,no_churn,-0.234704840525378,-0.0044251206199078,0.0104551565484689,0.0053932209878985,-0.0268245850723815,0.0449302787915758,-0.0419602975637008,-0.0218899609778691,Male,40,No,No,Employed,Suburban,Bachelor,1673071200
46,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3293f2ba-33c5-4b67-a398-b1c0ee2ca1b5,no_churn,0.0077425176,0,no_churn,-0.124765128639719,-0.0050428824583104,-0.066953250339784,-0.0101583615845811,0.0303792453294863,0.0384069999387884,-0.0429394312195017,-0.052239056393646,Male,66,No,Yes,Employed,Suburban,High School or Below,1673071200
29,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b3b59cd0-71b2-4b3b-85da-aa8db4465b2a,no_churn,0.014356255,0,no_churn,-0.0917881999234032,-0.0174387920604749,-0.0273645596629558,-0.115377592671539,0.028091449460453,0.0426828264580126,-0.0313859387849606,-0.0464453434383904,Male,30,Yes,No,Employed,Suburban,High School or Below,1673071200
32,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e24484d5-5c1b-40d8-a12c-6a6a98975e9d,no_churn,0.10535815,0,no_churn,-0.147395784575856,-0.0032281083251473,-0.067230294175697,-0.0218727291003051,-0.0188707985793553,0.0532817679708568,0.0132099043485141,0.0661238487430091,Female,40,No,No,Employed,Rural,Bachelor,1673071200
40,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c67c5d58-84f5-4f7b-afea-a391e859ca91,no_churn,0.009636123,0,no_churn,-0.0699869743634008,-0.0173199423574078,0.0554329450024488,0.0353408509044129,0.0721276196069629,0.0925877553907503,-0.0330745252252017,-0.0184672123979908,Male,41,Yes,No,Employed,Rural,High School or Below,1673071200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,91698c18-e1e2-4e56-8d0a-a4a8e1b548da,churn,0.642184,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Male,66,Yes,No,Employed,Urban,Bachelor,1673071200
43,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8ddee3bb-b440-45a3-90e8-637f435beb3f,no_churn,0.03574352,0,no_churn,-0.0617937472567973,-0.0045578352376469,-0.0235592483615801,-0.0691523726925152,-0.0510050841722477,0.0478330754852504,-0.0328912060260972,-0.0408315505416976,Female,40,No,No,Unemployed,Suburban,College,1673071200
60,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,65acfb38-90f2-46db-a52b-78899915e633,no_churn,0.10567366,0,no_churn,-0.0923356788588307,0.0253023123048797,0.0455767844024876,0.0278389190638495,0.0061014338076574,0.100004281440833,0.0798689735045422,0.0686168240008646,Male,26,No,No,Unemployed,Suburban,Bachelor,1673071200
70,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,f8bba871-bf8c-4f96-a2c3-e109064e7180,churn,0.26550224,1,churn,-0.193900390039007,0.0161938339142534,-0.0023609334626326,-0.0682801429773735,-0.0595727930381053,0.0459687331496616,0.0331062505091176,0.0398192886026299,Female,58,No,No,Employed,Suburban,Bachelor,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dd08282f-850d-4897-a182-8ec39de6c719,churn,0.31449354,1,churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Female,43,No,No,Employed,Urban,Master,1673071200
49,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,295f2a08-b280-4e19-bffc-6199acaa2ac2,churn,0.12316815,1,churn,-0.06235502106093,-0.0042712534671545,0.0232236876380966,-0.0664161213670649,-0.0611464172663772,0.0469470527292833,-0.0268635543445452,-0.0573111912021522,Female,24,Yes,Yes,Retired,Suburban,Bachelor,1673071200
35,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,b75340f2-be11-404b-83d0-cc5558ee5baf,no_churn,0.16801852,0,no_churn,-0.228191201857126,-0.0070303010604493,-0.0287488520754232,-0.0586234590062213,0.0622072233372091,0.0129367070538955,0.033413728443902,0.0455338127100913,Male,61,No,Yes,Unemployed,Urban,Master,1673071200
22,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,f719794b-9beb-49b1-a7c9-c2223cd2a3c0,no_churn,0.474213,0,no_churn,-0.0539843272400412,0.0357567102146276,0.0144056965376512,-0.0193543408756249,0.0511076312062596,0.0783192706706449,0.0612232760626648,0.0734999348319615,Female,24,No,Yes,Employed,Suburban,Doctor,1673071200
33,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,6515fd36-3bd5-4a28-9124-e60d629f2fc3,churn,0.24028845,1,churn,-0.0338250213008996,-0.0008337971305445,-0.0394292447192401,-0.0790591290305201,0.0780510452018734,-0.149821061740013,0.0599487782351207,0.0699422783423506,Male,57,No,No,Employed,Suburban,College,1673071200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8afd7142-753b-4b04-a37d-5cc12ed855c9,churn,0.33750102,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,80,No,No,Retired,Suburban,High School or Below,1673071200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,426036b6-5bb6-4a1c-82b1-2718bee92fb8,churn,0.6958956,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,44,No,No,Medical Leave,Suburban,Master,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2de337b4-7d8e-450c-8b4e-21138a4a856e,churn,0.8967453,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,29,No,No,Employed,Suburban,High School or Below,1673071200
57,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a4e78ca7-098d-4cde-b356-cdc6b571c87f,no_churn,0.021789528,0,no_churn,-0.0689809508099097,-0.0059078809137463,-0.006238930116342,-0.117393374025451,0.0206853539024814,0.0367828876686871,-0.0456143075142244,-0.0423589495240048,Male,70,No,Yes,Unemployed,Suburban,College,1673071200
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,177d838b-d36e-453c-a0d5-4b1d3fa03f16,no_churn,0.02958502,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Female,74,Yes,Yes,Employed,Suburban,Bachelor,1673071200
24,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,58d8a73c-bce2-4591-872f-675449c56307,no_churn,0.01278693,0,no_churn,-0.103913383311137,0.0403199380556179,-0.0032719783781431,-0.171010853243188,0.0102746483047303,0.0545149043274614,-0.0419057377884018,-0.0440336890746766,Female,29,No,Yes,Unemployed,Rural,College,1673071200
47,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5543bc46-8749-4275-836c-bbc4bab18d75,no_churn,0.03891441,0,no_churn,-0.0001023370385064,0.0008890026265544,0.0759487392419396,-0.0134752414855756,0.0945736456398481,0.102064155459821,-0.0226215541484089,-0.0064367592785674,Male,27,No,Yes,Unemployed,Suburban,Master,1673071200
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d958431b-1579-45e3-9563-f39c092b9c07,no_churn,0.61227363,0,no_churn,-0.147247504127226,-0.0030528018508994,0.0570708582750648,-0.0423908108462637,0.0427692468835266,0.0467149314172911,-0.020702035503109,-0.0400004427089697,Male,39,No,Yes,Employed,Rural,College,1673071200
48,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e8968141-fb02-41f4-ba83-f370a468eb76,no_churn,0.018497903,0,no_churn,-0.0835180730372758,-0.0039933218943042,-0.0751628059037557,-0.0423562605908409,0.0340063818180442,0.0466385648457526,-0.0335115223017692,-0.0554148280856861,Female,56,No,Yes,Employed,Suburban,College,1673071200
18,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,38fc13e6-54ae-4303-99b1-9d19bcebd1b1,churn,0.048092723,1,churn,-0.111351855597131,-0.0061792696223892,-0.024757201841694,-0.0588383341396547,0.0024866457079224,0.0328939133810126,-0.0460902470351538,-0.0571898027300085,Female,22,No,No,Employed,Suburban,College,1673071200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b238c793-719b-4b60-a935-fa5c00463da9,churn,0.85786307,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,42,Yes,No,Employed,Urban,High School or Below,1673071200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d78502d0-7528-4485-8acd-5ab759902ed6,churn,0.65900505,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,39,No,No,Unemployed,Suburban,College,1673071200
4,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,88578f00-24ae-4c85-9868-59392a237fee,churn,0.801339,1,churn,0.196571040899853,0.0005539919167131,0.104572799170719,-0.0305014692088388,0.108264925426838,0.133145888623531,0.0815701412446651,0.0984632026355484,Male,64,No,Yes,Employed,Suburban,High School or Below,1673071200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e590b166-a065-4f8f-8c22-13d1ca3bb08a,churn,0.9231794,1,churn,0.292745385178009,-0.0047143924840156,0.0655241277624963,0.0459883239280134,0.115858406361822,0.132852456036489,0.0374648727684325,0.0431118188373511,Male,61,No,No,Retired,Suburban,High School or Below,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0b06061-8e5a-441f-9da5-16f5952d57f3,churn,0.65511686,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,41,No,Yes,Employed,Suburban,College,1673071200
35,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a7b2ed0a-3721-4a8e-b15d-dd54ddddc872,no_churn,0.0292551,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,35,No,Yes,Retired,Suburban,High School or Below,1673071200
21,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,92361887-95d6-43f8-9a64-48af711b21a4,no_churn,0.1225808,0,no_churn,0.102731601229098,0.125144233922892,0.0571552451573643,0.119998464133123,0.0852496824602622,0.117263935807568,-0.0071893605438435,-0.0227132771970809,Female,57,No,No,Unemployed,Rural,Bachelor,1673071200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eedf5aa2-4156-4301-8c1a-3abecdb6b45c,churn,0.4209312,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,50,No,Yes,Employed,Suburban,College,1673071200
57,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e01135c5-2cce-4c9e-aed9-89cfd59c12ea,no_churn,0.021789528,0,no_churn,-0.0689809508099097,-0.0059078809137463,-0.006238930116342,-0.117393374025451,0.0206853539024814,0.0367828876686871,-0.0456143075142244,-0.0423589495240048,Male,43,Yes,No,Unemployed,Rural,High School or Below,1673071200
71,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,d96ac28a-eb2c-46a8-8993-f06f75369ba3,no_churn,0.0114791539999999,0,no_churn,-0.11303260723475,0.0631399718866509,0.0459914767694908,0.0346315773819003,-0.0378983572712161,0.102157085014971,0.119367540615859,0.0566171675483974,Female,24,No,No,Employed,Suburban,College,1673071200
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,a1f07053-162b-4786-a01b-c5df35654c0a,no_churn,0.02958502,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Male,33,No,Yes,Unemployed,Suburban,Doctor,1673071200
68,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,9026be3b-8521-4b12-b788-2862b9a75316,no_churn,0.0933512,0,no_churn,-0.190751479145865,-0.0038478221459627,-0.0397757598337921,-0.0550891279815732,0.0021432085882042,0.045889517228752,-0.0113237405322161,0.0450623863899818,Male,67,Yes,No,Unemployed,Urban,Bachelor,1673071200
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c747948b-83d1-4d0f-9b9d-8d2120cd5052,churn,0.9231794,1,churn,0.292745385178009,-0.0047143924840156,0.0655241277624963,0.0459883239280134,0.115858406361822,0.132852456036489,0.0374648727684325,0.0431118188373511,Female,74,No,No,Employed,Suburban,Bachelor,1673071200
51,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,99fb40e2-ff7b-4e4a-9330-c5ccd7cb27c7,no_churn,0.0982775,0,no_churn,0.0710887940377506,-0.0032286411617769,0.0999085308637359,0.111263767550572,0.069614181454649,-0.147477177493206,0.0051007717153152,0.0078003139745032,Female,73,No,No,Employed,Suburban,College,1673071200
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,89e0fe94-502c-44f2-b760-f245457e31be,no_churn,0.16904934,0,no_churn,-0.273593569700706,-0.0032615000172154,-0.0250977901059832,-0.0207470619924788,0.0216924897204262,0.0372179843635422,0.003356946294325,-0.008593650271232,Female,56,Yes,No,Unemployed,Urban,College,1673071200
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,3a9a7f6c-d882-4d4f-923b-596aff1fbfa0,no_churn,0.5216147,0,no_churn,-0.0112896183486554,-0.0044430545562318,-0.0383542366260007,0.0198402608144533,-0.173633309639872,0.0539159194032163,-0.0368798288052676,-0.0516822825882991,Male,50,Yes,Yes,Employed,Suburban,College,1673071200
69,No,No phone service,Medium Speed,In_Store_Support,One year,100hrs+,Active,25c8c314-0ce5-4934-9e9b-5fb45fa05e57,churn,0.114766404,0,no_churn,-0.110404071511512,-0.0129482164366709,-0.0170837974680398,-0.0154790832252001,-0.071118020906515,-0.0702966170447143,0.0092175804336875,0.0224194076839194,Male,79,No,Yes,Employed,Rural,High School or Below,1673071200
63,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,310cd135-614b-406b-a148-22f3ad782897,no_churn,0.004834145,0,no_churn,-0.0634515204234412,-0.003410172953063,0.0099924057208045,-0.0192027125618551,0.0088601144155654,-0.166228572001874,-0.0173666490766663,-0.0182190455399359,Female,79,No,No,Employed,Suburban,High School or Below,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f61da82-9ee4-4611-a58f-d77b8cdc5332,churn,0.65511686,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,71,No,No,Medical Leave,Suburban,High School or Below,1673071200
57,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b78889ec-0db9-4a6e-ac9a-ddbb2ef9d3fc,no_churn,0.027736232,0,no_churn,-0.0353973422891249,-0.0050920123790274,-0.0460546600704401,-0.0622006759673786,0.0465885574198182,0.0523983842749566,-0.0373468505589426,-0.0519215512411756,Female,28,Yes,Yes,Employed,Suburban,Bachelor,1673071200
63,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ec89ac36-576c-4b7b-9ea8-b02aa16cd353,no_churn,0.004834145,0,no_churn,-0.0908686888012835,-0.0024387475248659,0.0473971957427056,-0.0132655893215815,0.0612054188585352,0.0791512910525034,-0.0161680512779094,-0.0259199312756027,Female,24,Yes,Yes,Employed,Suburban,Bachelor,1673071200
69,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,8543b0a8-0850-473d-ae7d-851413f4585d,no_churn,0.07532272,0,no_churn,-0.116088924031747,0.0007722242401359,0.0057651634821013,-0.0282852209241718,0.0668114271815102,0.0762673756933145,0.0771768541188339,0.108554948904221,Male,61,No,Yes,Retired,Rural,College,1673071200
31,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0415b2c4-2b84-44f9-ab3b-bcc1c2783641,no_churn,0.18085936,0,no_churn,-0.0296743290661879,-0.006940085202691,-0.0609190803148703,-0.0414587707856844,0.0149495284583827,0.0598541707172262,-0.0566781435409348,-0.0681594437181593,Male,22,No,Yes,Employed,Suburban,Master,1673071200
47,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7afed274-92f1-4694-a63c-7abf11a198ae,no_churn,0.03891441,0,no_churn,-0.0001023370385064,0.0008890026265544,0.0759487392419396,-0.0134752414855756,0.0945736456398481,0.102064155459821,-0.0226215541484089,-0.0064367592785674,Female,20,No,No,Disabled,Suburban,Doctor,1673071200
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,60d3bd33-1107-4f48-93e4-a475f6578168,no_churn,0.008215088,0,no_churn,-0.0685761039510271,-0.0034596994088542,-0.0908796268862579,-0.0016344040800049,-0.0033455201998049,0.0515293019543514,-0.0104011349153915,-0.0322589632301515,Female,25,No,Yes,Disabled,Rural,Master,1673071200
58,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,9f4d743a-ae80-4fdf-b965-77f301a32533,no_churn,0.2803177,0,no_churn,-0.199870410574831,-0.0050532303352474,0.0406025085761348,-0.0038326745020867,0.0400230376615672,0.047757522603747,-0.0535281897783534,0.068553856855724,Female,43,No,No,Employed,Urban,High School or Below,1673071200
57,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,95c8e44b-f8e7-4b59-bc4d-ff0577caf28c,no_churn,0.24855585,0,no_churn,-0.156617790754581,-0.0041038110271438,-0.0625967592927918,2.54297371611756e-05,0.0678545061755539,0.0408805224029492,-0.0235286127876861,0.0135048097910112,Female,63,No,No,Unemployed,Rural,High School or Below,1673071200
32,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5bc6c605-d836-4e23-868f-2982d8964ffd,no_churn,0.039049964,0,no_churn,-0.0757045984928936,0.0836365919506079,0.0400314498272746,-0.157082646472945,0.0329848370900253,0.0832532260030166,-0.0042241870813541,-0.001920821066833,Female,50,Yes,No,Unemployed,Rural,High School or Below,1673071200
37,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,415e62f3-6a3e-4b2d-a8de-f09d3742a4bd,churn,0.12632272,1,churn,0.0822047887402004,0.200433062864331,0.0750402133119359,0.0668145113257378,0.0693865667380305,0.144799958092367,0.0188592327851847,0.0134355208316992,Female,48,No,Yes,Employed,Suburban,Bachelor,1673071200
71,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f8a698ac-7f66-4d79-af25-838715839188,no_churn,0.0023783974,0,no_churn,-0.130324613647967,-0.002316436724127,0.0305187918082583,0.0246188114802839,0.0533547684049199,0.0765734440267533,-0.0254075370021337,-0.0470433795993994,Male,71,No,No,Employed,Suburban,College,1673071200
23,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,a5fb2ed2-4f8b-4f9c-8577-06dd444c9972,churn,0.13885795,0,no_churn,-0.0702748517589134,-0.015869000575185,0.0243456418574351,-0.0367086391247721,-0.149643956026666,0.0465410800610698,-0.0148749506071362,0.0274585249469419,Female,79,No,No,Unemployed,Rural,Bachelor,1673071200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d5786b53-d413-41f4-820d-8949c40ca140,churn,0.642184,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,41,No,No,Employed,Urban,High School or Below,1673071200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7c4890f7-f3f6-49cc-a844-c6486aac0251,no_churn,0.26244473,0,no_churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,28,No,Yes,Unemployed,Rural,Master,1673071200
9,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,d73b0510-3fd6-4978-8068-868365af8c74,no_churn,0.5216147,0,no_churn,-0.0112896183486554,-0.0044430545562318,-0.0383542366260007,0.0198402608144533,-0.173633309639872,0.0539159194032163,-0.0368798288052676,-0.0516822825882991,Male,46,Yes,No,Employed,Rural,College,1673071200
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c57a2f54-e0d1-4d0a-9d24-02614f35a2af,churn,0.055277597,0,no_churn,-0.0550447537961554,-0.0016681756749812,0.111147076591546,0.0604763383664021,0.0793771665390249,0.108836330423369,0.147856530517374,0.121255250455342,Male,55,No,No,Employed,Suburban,High School or Below,1673071200
2,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,630a34a9-411b-41bb-b6ba-9d9be606b726,no_churn,0.07045424,0,no_churn,0.0550995895248706,-0.0072816199937369,-0.0243251581781623,-0.0491015110258922,-0.0274480433049211,-0.131766628900286,-0.0388247282447264,-0.0453780537858347,Male,77,No,Yes,Employed,Suburban,Master,1673071200
57,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,acc97e89-21c4-4a94-b0d2-5afbd2afbf9e,no_churn,0.09137221,0,no_churn,-0.144557507525813,-0.0087902570313963,-0.0017337221152956,-0.075730727521734,-0.0927522960746046,0.0380615419055038,0.0089754866987505,0.0075013284184592,Male,26,No,No,Disabled,Suburban,Master,1673071200
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,83cf8ae7-66a6-4562-aa30-ed2101ae6f55,churn,0.61146724,1,churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,48,Yes,Yes,Retired,Urban,College,1673071200
32,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,525a3fae-09c5-42d6-899c-70361b502856,no_churn,0.0250659999999999,0,no_churn,0.0163690615058385,-0.0049476179722296,-0.021564607100463,-0.0803746871571093,0.0223253492775893,-0.125871901068476,-0.0246829179417909,-0.0302788319566025,Female,54,Yes,Yes,Unemployed,Suburban,Bachelor,1673071200
32,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bd56ba26-040b-4e78-b469-072d21095adf,no_churn,0.22630945,0,no_churn,-0.0096940677199836,-0.014940783815,0.0017845799002134,-0.0477636532019823,0.0019660357482734,0.0523457921736826,-0.040168955703848,-0.0092217642339892,Male,71,No,Yes,Disabled,Rural,Bachelor,1673071200
71,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,5e7969ca-9e64-4ab3-82ce-7b5b95be771b,no_churn,0.0114791539999999,0,no_churn,-0.11303260723475,0.0631399718866509,0.0459914767694908,0.0346315773819003,-0.0378983572712161,0.102157085014971,0.119367540615859,0.0566171675483974,Male,36,Yes,No,Employed,Suburban,Master,1673071200
1,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9e7ea974-ddbd-4463-829e-aba961612d5a,churn,0.664921,1,churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Female,45,No,Yes,Medical Leave,Suburban,Bachelor,1673071200
4,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,8da280fb-903f-4b4d-9ee6-e35de12f1bd7,churn,0.83243,1,churn,0.0883307800699185,-0.0101540041878615,-0.0490349475185803,-0.0969882720439363,-0.03929140385771,0.0691109928799778,0.0279664498448983,0.0177009210201026,Female,64,No,Yes,Retired,Urban,Bachelor,1673071200
26,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,f5ae1ef9-a882-4e70-b4b4-4e7754c095b1,no_churn,0.17495067,0,no_churn,0.0266901024401704,-0.000755939012597,-0.0043176030519407,0.106574323750383,0.148458414632951,0.0942955353683282,0.0807677288585182,0.129261289944225,Male,38,No,No,Employed,Suburban,College,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cd4b62c9-4d8a-4e01-bdf6-80e93a2d5f09,churn,0.76397824,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,40,Yes,Yes,Retired,Suburban,Bachelor,1673071200
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f00e277f-2cf3-480b-ab0b-0fd6d52bb00a,no_churn,0.43800285,0,no_churn,-0.214578981787981,-0.005440007982288,0.0529158851718966,-0.025932216154506,0.0166963892522107,0.0343070690247077,-0.118172645690229,0.0111783548813491,Female,68,No,Yes,Employed,Suburban,Bachelor,1673071200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,00a02cfb-bb26-4f8b-ad4f-9113bbc10235,no_churn,0.59297585,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,26,No,No,Disabled,Suburban,High School or Below,1673071200
4,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ac10eced-1bd0-4769-bd2b-a343b896083c,no_churn,0.20767698,0,no_churn,0.176506372430804,0.0013906182758182,0.0054298596521948,0.0167365239341779,0.0077433962360828,0.113006099530717,-0.0314402669350784,-0.0506170005404237,Male,38,No,No,Unemployed,Urban,Master,1673071200
67,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Active,a1fd2567-a26b-460a-a8dc-8d44f2bfc966,no_churn,0.080282934,0,no_churn,-0.0500777327696505,-0.0032235099703029,-0.0037303252473157,-0.0309887920129767,-0.0615023936872967,-0.116434533068186,0.0112224622265966,0.0257086720508141,Male,33,No,No,Employed,Suburban,High School or Below,1673071200
71,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,f9797932-8b48-4c93-a374-0b244bfffd95,no_churn,0.0023152682,0,no_churn,-0.0762468946129229,-0.0037371092641387,-0.0164022276307923,-0.0157346004453847,0.0036982435605023,-0.119689101743952,-0.016406315886752,-0.0245081478107749,Female,40,No,Yes,Retired,Suburban,High School or Below,1673071200
68,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,a0b1acd1-8c1a-4e5b-8bbf-4314a80a85f0,no_churn,0.07734268,0,no_churn,-0.190751479145865,-0.0038478221459627,-0.0397757598337921,-0.0550891279815732,0.0021432085882042,0.045889517228752,-0.0113237405322161,0.0450623863899818,Female,30,No,No,Employed,Suburban,Doctor,1673071200
43,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,09727dfe-89a8-48fd-a7ee-a51f540db65b,no_churn,0.018113323,0,no_churn,0.0669216643799154,0.0007481416079644,0.0468599939870728,0.0586260359292646,0.0892020421722554,0.0580290816540582,-0.0120195336806591,-0.0143253924583041,Male,29,No,No,Employed,Suburban,College,1673071200
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,97582fb5-fb86-4b1e-8f09-7b67504fdf09,churn,0.7785517,1,churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,64,Yes,No,Disabled,Rural,College,1673071200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,ed2f5be5-18bd-41b1-94d2-ecf946537f57,no_churn,0.26085767,0,no_churn,-0.197263226253417,-0.0029858263142159,-0.0205171917607731,0.004523051396809,-0.0275601132274823,0.0285716569212308,-0.0255377322177264,-0.0282567708002716,Female,74,No,No,Employed,Urban,College,1673071200
48,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f2b14bba-0c1a-4469-a989-d6a0d0a4a074,no_churn,0.0599158329999999,0,no_churn,-0.0904665208965889,-0.0046167203562072,0.0239009232940952,-0.182550509281791,0.018895894944826,0.0404395451091295,-0.0211210623599254,-0.0266895202618889,Female,64,Yes,No,Employed,Rural,Bachelor,1673071200
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d592ffe-8971-49e3-81da-4b03fd0d8571,churn,0.30117616,1,churn,0.114111312110126,-0.0063819435290133,0.0579520109723307,0.182071089253695,0.12369611914517,0.120676785009528,0.0071260958992752,0.0218176273246717,Female,59,No,Yes,Employed,Suburban,High School or Below,1673071200
62,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,283b7dae-e96c-47e6-bd11-d36b507e5df6,no_churn,0.014449013,0,no_churn,-0.0686664254838615,-0.0036229622542123,-0.0129538032775235,-0.0173026833435505,0.0038042462139128,-0.117554494943306,-0.0247363540265359,-0.0279936764581907,Male,34,Yes,No,Employed,Rural,Bachelor,1673071200
48,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,ca093224-fca4-4b38-9801-59c47bba0573,no_churn,0.0599158329999999,0,no_churn,-0.0532860161157441,-0.0037841578462848,-0.0054021513921861,-0.0593172450174051,0.0096817664501259,-0.0755174305506852,-0.0410920461678642,-0.0403088717129412,Male,51,No,No,Employed,Suburban,Bachelor,1673071200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a268ce4-1250-45cb-b657-814169fd176a,churn,0.65511686,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,25,Yes,No,Unemployed,Suburban,High School or Below,1673071200
32,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,6a9b0277-d228-47c7-a410-5c03ff9c4fbf,no_churn,0.10535815,0,no_churn,-0.0572696756328332,-0.0018808677465494,-0.0320086906571668,-0.018886976505928,0.0207643937481225,-0.0683472660178085,0.0349482179400001,0.0536547162212446,Male,30,No,Yes,Unemployed,Suburban,High School or Below,1673071200
12,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,899636c6-2317-456c-bfca-ba9f85bc671f,churn,0.33679372,1,churn,0.0061247164897031,-0.0042252229342193,-0.0265557829389945,0.0545220724300997,-0.126841335047939,0.053240121150784,-0.027931300070104,-0.0520260869707817,Male,76,Yes,No,Medical Leave,Urban,Bachelor,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,290ecea7-421c-4684-bcda-622b694f7c7a,churn,0.87479794,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,50,No,No,Retired,Suburban,Bachelor,1673071200
41,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b37eedc-9ee9-464d-bec3-44c947b570f0,churn,0.30117616,1,churn,0.114111312110126,-0.0063819435290133,0.0579520109723307,0.182071089253695,0.12369611914517,0.120676785009528,0.0071260958992752,0.0218176273246717,Female,49,No,Yes,Employed,Suburban,College,1673071200
58,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,ba948380-e454-4c05-b4e5-2f17a2923b6b,no_churn,0.2803177,0,no_churn,-0.199870410574831,-0.0050532303352474,0.0406025085761348,-0.0038326745020867,0.0400230376615672,0.047757522603747,-0.0535281897783534,0.068553856855724,Female,76,No,No,Employed,Suburban,Bachelor,1673071200
62,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a0e0a049-beb8-47c8-a078-eb4c353597cd,no_churn,0.014449013,0,no_churn,-0.106852996430689,-0.0041257743049573,-0.0353302849548435,-0.008115303979157,0.0052987498783932,0.0497696348736644,-0.0364290431507561,-0.053241132727835,Female,69,No,No,Employed,Suburban,College,1673071200
24,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,59912063-eabb-49bd-9c91-43a473157d2e,churn,0.5181787,1,churn,-0.163295002550913,-0.0071120179051285,-0.13580046664134,-0.0138100614132599,0.0288513788984346,0.043013121227068,-0.0156602704118813,0.0347871661691351,Male,26,Yes,No,Employed,Urban,College,1673071200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,779c8221-4ed7-4573-8412-ce956dd8406c,churn,0.6958956,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,78,No,No,Unemployed,Suburban,Master,1673071200
30,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,b8708554-2e9b-45b3-aaa7-c18049dcde88,no_churn,0.1824287,0,no_churn,-0.0829358320776555,-0.0030028317130563,-0.105183211690673,-0.0122802513289752,-0.022991552661897,-0.0854697700796532,0.0241778718685236,0.0386594261014397,Female,64,No,No,Unemployed,Rural,Doctor,1673071200
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dcda35e7-bc80-4825-9737-fb80d35e2572,churn,0.642184,1,churn,0.0451146954173782,-0.0043090986910692,0.0104898113220269,0.152923093670543,0.010002810371343,0.129236247753938,-0.0463590102359512,-0.0444261436870874,Female,72,No,No,Employed,Urban,Bachelor,1673071200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,e1e8f05a-02de-4763-96a7-688a2adee986,no_churn,0.034835376,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,69,No,No,Retired,Rural,High School or Below,1673071200
43,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,52c25534-f27a-460c-9fee-be3baf9a6641,no_churn,0.018113323,0,no_churn,0.0669216643799154,0.0007481416079644,0.0468599939870728,0.0586260359292646,0.0892020421722554,0.0580290816540582,-0.0120195336806591,-0.0143253924583041,Male,67,No,Yes,Retired,Suburban,Master,1673071200
69,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,597aaee0-ddfb-4ed7-aa2e-9b4a729b9cbb,no_churn,0.00621405,0,no_churn,-0.0379573061687006,-0.0036577903982833,-0.0033015572182921,-0.0347502088006695,-0.0047410549434698,0.0564217267991443,-0.0179611566275798,-0.0130788052324351,Male,25,No,Yes,Employed,Suburban,Bachelor,1673071200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,249f5ffc-45ae-4543-842e-962684810695,churn,0.8568299,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,31,Yes,Yes,Unemployed,Suburban,High School or Below,1673071200
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,126cb8ca-5547-4989-bae2-c77df7795205,no_churn,0.49862513,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,20,No,No,Employed,Suburban,Doctor,1673071200
57,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,e11d959c-5d06-4058-9777-d416e1556466,no_churn,0.027736232,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Female,64,No,No,Employed,Suburban,High School or Below,1673071200
31,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,55d3b119-0db1-4f57-be41-907d87b1083b,no_churn,0.18085936,0,no_churn,-0.0296743290661879,-0.006940085202691,-0.0609190803148703,-0.0414587707856844,0.0149495284583827,0.0598541707172262,-0.0566781435409348,-0.0681594437181593,Female,78,No,No,Unemployed,Suburban,Bachelor,1673071200
34,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b2d89aad-7594-444b-b65c-8d9032a7c968,no_churn,0.4037694,0,no_churn,0.0014274730864417,-0.001635377811217,-0.0110114392417199,0.130790578722263,0.023286162521872,0.0448212838686595,0.0008261072095228,0.0142006619016683,Male,79,No,No,Employed,Urban,Master,1673071200
70,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,38411532-981a-435b-b171-6611580d19ac,no_churn,0.06106058,0,no_churn,-0.123168491578908,-0.0007315923104943,0.005711372229889,0.0228961478377641,-0.0927238459363616,0.0331915815518004,0.083884758230115,0.0652472538914025,Male,74,No,No,Employed,Urban,College,1673071200
35,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,67469a02-a376-4ae6-84bc-6c5aa3d534b7,no_churn,0.0292551,0,no_churn,0.0795693880517501,0.0014764002635092,0.0444021497772701,0.0890580350271011,0.111898973442439,0.0889947819736517,-0.0181672770057775,-0.016258599539251,Male,55,No,No,Disabled,Suburban,Doctor,1673071200
32,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,7d6138e7-7e9b-46b2-af4f-e9afbb2225fa,no_churn,0.10535815,0,no_churn,-0.147395784575856,-0.0032281083251473,-0.067230294175697,-0.0218727291003051,-0.0188707985793553,0.0532817679708568,0.0132099043485141,0.0661238487430091,Male,72,No,Yes,Medical Leave,Suburban,Master,1673071200
69,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,3edf03da-29ca-42ee-8f88-9091b351ca3b,no_churn,0.008921994,0,no_churn,-0.0968231939091674,-0.0039452033905945,0.0045859342339099,-0.0937985085155196,0.0162569647980762,0.0499096102533258,-0.0295950633931715,-0.0686722485356858,Male,70,No,Yes,Employed,Suburban,High School or Below,1673071200
11,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fa9a4737-330f-4202-94a5-d1095a0d8070,churn,0.24142514,1,churn,0.0178654369620198,-0.0072588299265044,-0.118955401215626,-0.14222616350613,0.027698098746232,0.0593481954684648,-0.0468802862455777,-0.0586171995048061,Male,55,No,No,Unemployed,Urban,Bachelor,1673071200
30,Yes,No,Low Speed,Phone_Support,Two year,<50hrs,Active,9392c488-eb63-46e1-8e3a-8a9fc426ea88,no_churn,0.018584367,0,no_churn,0.0273933538271467,-0.0017068585705783,-0.0172122426200985,0.0280462164371056,0.0811768214664152,-0.153598427268316,0.0394586272523884,0.0674163589856834,Male,42,Yes,No,Employed,Suburban,High School or Below,1673157600
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,6778157e-1981-43ee-a2a3-f5a590a06019,no_churn,0.008049253,0,no_churn,-0.0684479594508752,-0.0014845965147583,0.016409173431532,0.0006848217036781,0.109919456571324,0.109068505491882,0.0801992731164273,0.0903632718485823,Female,25,No,Yes,Unemployed,Rural,College,1673157600
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,1f92428e-d584-42e4-bdd9-bcb97ef3a368,no_churn,0.0044286093,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Male,64,No,No,Employed,Suburban,High School or Below,1673157600
51,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,6a7ccb5d-c720-41ec-9647-540c8ae64452,no_churn,0.07315978,0,no_churn,-0.180824856662825,-0.008464652403336,-0.0161274994349878,-0.033484678680661,-0.11492025790049,0.0447566459292465,0.0219046585891101,0.0381344885328326,Male,68,No,No,Medical Leave,Rural,College,1673157600
27,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,93edb5ba-1192-42de-a8a0-65a09327c03f,no_churn,0.117668234,0,no_churn,-0.0535557449032421,-0.0014798057985535,0.050022914845249,-0.0292291989425393,-0.0996928842821762,0.103439138912436,0.116849094594918,0.0516203387215591,Male,70,No,No,Unemployed,Suburban,High School or Below,1673157600
36,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,3ec6ec5b-8f95-4bb1-bf29-66cfaeddf4b7,no_churn,0.1115049,0,no_churn,-0.0803171746128828,-0.0017401444307415,-0.0154539464154186,-0.0453368774810951,-0.0322657204628376,-0.0121151905677834,0.043914489340259,0.0442884135632812,Female,79,Yes,No,Unemployed,Suburban,College,1673157600
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,e1e1a65d-956d-44d6-a8bd-83e04e9cd883,no_churn,0.26231158,0,no_churn,-0.0375788426598001,0.0373224034214956,0.006117423604918,-0.0674092467918956,-0.0353231543123627,0.0989107324230735,0.0737815243712668,0.0251530110378371,Female,69,No,No,Unemployed,Suburban,High School or Below,1673157600
68,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,147fe6ab-1066-4cdd-99f0-4c19c1074d66,no_churn,0.015995985,0,no_churn,-0.0693370385351272,-0.002784059266396,-0.0174485987815887,0.0316938748229949,0.08704224785537,0.0915658859028735,0.0195094305767133,0.0853987747232895,Female,53,No,No,Employed,Urban,High School or Below,1673157600
61,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,d4ba5944-0ef6-458f-b299-15f72269ddc0,no_churn,0.009273738,0,no_churn,-0.0628893894904979,0.0949022620045718,0.0532014328589832,0.0255350114466034,-0.0228738784100926,0.125618203304819,0.164809703543987,0.0626705129265724,Male,80,No,No,Employed,Rural,College,1673157600
68,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,628deee9-b7af-4b0d-ac4d-ca28e8f56ba9,no_churn,0.009439205,0,no_churn,-0.0925008239793624,-0.010795867012589,0.0058079238370464,0.0103364413799226,0.0410775539445967,-0.130421046916704,0.0351621216831426,0.0423075464408475,Female,77,No,Yes,Employed,Suburban,College,1673157600
48,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,f4221e9d-aa16-45fa-81dd-f0086fc2e989,no_churn,0.14471486,0,no_churn,-0.116050381707209,-0.0032237797927155,0.022306892258166,-0.0405366452104317,-0.113070531019675,0.0811872286697689,0.101940848895329,0.060086887578991,Female,60,Yes,No,Medical Leave,Urban,High School or Below,1673157600
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,b88ad684-788a-4b09-8719-e80bb2b97937,no_churn,0.0713974,0,no_churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Female,79,Yes,No,Unemployed,Suburban,Bachelor,1673157600
39,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,70450a26-e708-4d79-a4da-3a643cbc2fb7,no_churn,0.21298942,0,no_churn,0.0008598797808599,0.102134949767601,0.0605750956658175,-0.0318572797922797,0.0363982812094855,0.116585805153468,0.0994370104742756,0.0568401124410957,Female,54,No,No,Unemployed,Suburban,Bachelor,1673157600
61,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,a119de3b-1135-4501-a832-6361c030e35a,no_churn,0.010150083,0,no_churn,-0.0643540891781776,-0.003902580595386,-0.0035571800378875,-0.06127273636278,-0.0440347731474321,-0.13027045710287,0.029235253651741,0.0191304094509223,Male,27,No,Yes,Unemployed,Suburban,High School or Below,1673157600
68,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,524f25b5-7a68-465f-b474-88173e322fa7,no_churn,0.021252876,0,no_churn,-0.12472661960187,0.0005081694303044,0.0009059116473872,-0.0175212366883715,0.0682152873043742,0.06535122050067,0.0924775329436124,0.113763583863456,Female,31,No,Yes,Retired,Urban,Master,1673157600
10,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,d809c09e-0ed8-49eb-8687-dc73e5439659,no_churn,0.103763506,0,no_churn,0.0616450931444251,0.0002660521620782,0.0764637380181602,0.0037715353751082,-0.0363351459322484,-0.06858133945203,0.124153340936118,0.0895905760601772,Female,56,No,No,Employed,Suburban,Bachelor,1673157600
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b6bb0b39-8b95-4dff-a8a0-a3a06e353d24,no_churn,0.0147026869999999,0,no_churn,-0.162315358210071,-0.0107357768615474,-0.0206554722068358,-0.0187751854517955,-0.0972914798106649,0.0432579588028238,0.0124386791628057,0.0400504820690275,Male,28,No,No,Employed,Rural,High School or Below,1673157600
72,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,8df26df8-38e9-4e08-a947-9b1edfbb3a9e,churn,0.012206223,0,no_churn,-0.138375108379478,-0.0016063791846318,-0.0405393483241096,0.007046030077181,0.0866678964074708,0.09836033638765,0.058599968913968,0.0918204507764676,Male,71,No,Yes,Employed,Suburban,Master,1673157600
62,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,d0ed9396-97c4-4d83-9c27-81379a93a55a,churn,0.023758912,0,no_churn,-0.129379497223108,-0.0024023838507491,-0.0105929610762723,0.0296786982270714,0.109602748700527,0.0774555256634812,0.0715062664511242,0.0633594250281385,Male,25,No,Yes,Unemployed,Rural,College,1673157600
25,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94802645-4dbb-435f-97d2-96f2dad00d3d,no_churn,0.14278601,0,no_churn,0.0002118409287777,-0.0066999596539608,0.0382940631839846,-0.0147493255837616,-0.0895575629492941,0.0023276785991311,-0.0292468549131081,-0.0201060298215634,Male,80,No,No,Employed,Rural,College,1673157600
68,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,85b9a759-1a2c-4f05-84c3-52ac9012467b,no_churn,0.02750382,0,no_churn,-0.091000169773315,-0.0038045838214384,-0.0408617406299981,-0.0088985942655745,0.0114034335948872,0.0546079147733416,-0.0347262625559051,-0.0557461483035513,Female,80,Yes,Yes,Unemployed,Rural,College,1673157600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bc22775e-1474-4d3b-9d78-49a23f4ed1bc,no_churn,0.43158895,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,24,No,No,Employed,Suburban,College,1673157600
47,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f2b517eb-f719-450a-9886-5b1ee96e0736,no_churn,0.05110263,0,no_churn,-0.0001023370385064,0.0008890026265544,0.0759487392419396,-0.0134752414855756,0.0945736456398481,0.102064155459821,-0.0226215541484089,-0.0064367592785674,Female,41,No,No,Employed,Suburban,Bachelor,1673157600
63,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,fb6f4c59-9fd7-4f05-b8f2-ae9ad7baede6,no_churn,0.0169617439999999,0,no_churn,-0.09952880793443,0.0035900346980724,-0.000601772442551,-0.0218040441872835,0.0028516419566585,-0.0766601109608564,-0.0353471249976428,-0.041525967346779,Male,38,No,No,Unemployed,Suburban,High School or Below,1673157600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2b0cdbc1-4d99-49f8-aa95-fcf6dadcbb15,no_churn,0.19002138,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,67,No,No,Unemployed,Suburban,Bachelor,1673157600
39,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,479fa16b-794d-4094-a9d2-9c76d7f1cd5b,no_churn,0.03657969,0,no_churn,-0.0257755300385179,-0.0061110714675123,0.0055124770563998,-0.0219436957380094,0.0138870516142742,-0.17333885163689,-0.020660812663591,-0.0305957194404982,Male,73,No,No,Unemployed,Rural,Bachelor,1673157600
63,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e382ccfd-4ad9-49b0-bd18-2fb6cf87461b,no_churn,0.021343436,0,no_churn,-0.110208377165163,-0.0045837919300174,0.008242377505885,-0.100167117674455,0.0161066050348381,0.0437607012469197,-0.0235987460108663,-0.0534587555381767,Female,44,No,Yes,Employed,Urban,Bachelor,1673157600
52,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,edb63d1a-143b-4772-bb16-f5840c99e5c3,no_churn,0.19831344,0,no_churn,-0.151923654696748,0.0161897387265798,0.0024540302144941,-0.0366200724228565,-0.0685866643528333,0.0400063222871358,-0.0359129859683434,-0.024632865690819,Male,58,No,No,Employed,Suburban,College,1673157600
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d15e7b55-7054-4df4-a536-29727c2f4611,no_churn,0.14017482,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Male,63,No,No,Disabled,Urban,High School or Below,1673157600
40,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ea7e7540-2bde-4c2a-b1b2-8e93e19742ae,no_churn,0.07092419,0,no_churn,-0.0699869743634008,-0.0173199423574078,0.0554329450024488,0.0353408509044129,0.0721276196069629,0.0925877553907503,-0.0330745252252017,-0.0184672123979908,Female,38,No,No,Unemployed,Suburban,High School or Below,1673157600
40,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,29b5e1a9-1187-4cc8-be3a-cadd99f15472,no_churn,0.02834545,0,no_churn,0.0727370810104093,0.163578310659232,0.0726980420453946,0.0225196366845284,-0.105096231696662,0.0882316403246386,-0.0193477443489973,-0.0233468816016011,Male,57,Yes,Yes,Employed,Rural,Master,1673157600
67,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,54fd4fcd-0386-4363-9fcb-144c31d02f87,no_churn,0.04277989,0,no_churn,-0.139163557487336,-0.0615318919493802,-0.0168073735839971,0.0120241462862759,-0.0181844906264268,0.0625708031837894,-0.0074112570926627,-0.0105225278310354,Male,70,No,Yes,Employed,Rural,College,1673157600
26,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,88b6c00f-ad41-4d62-9479-227075d1d6f8,no_churn,0.10828307,0,no_churn,-0.0085111992862312,0.082948087692057,0.0113804933782194,0.0125098586969306,0.0384942433564174,0.0998310530903563,-0.0018787171266194,0.0062000345841988,Female,56,No,Yes,Retired,Suburban,College,1673157600
15,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,536716fa-a4da-4156-949a-296e56b3e70d,churn,0.26395968,1,churn,-0.0180846361596286,-0.0095852457379487,0.0165000012640621,-0.157319806200831,-0.0527498889328444,0.0330119849910079,-0.0386210103591201,-0.0341775498926199,Male,28,No,Yes,Unemployed,Suburban,High School or Below,1673157600
18,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,791fda18-9eb1-477a-8c71-daaeb25615a7,no_churn,0.05195672,0,no_churn,-0.0281708960302967,0.071224487359268,0.0222676552660232,0.0323926768090314,0.014707756780499,-0.0803234126652569,-0.0273457018015688,-0.0357787145410657,Male,35,No,Yes,Employed,Suburban,Bachelor,1673157600
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2274bf71-bcbc-4e63-914b-57d2a94e4bfc,no_churn,0.35158667,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,45,No,Yes,Unemployed,Suburban,College,1673157600
45,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,91c34676-1711-47bc-ae69-b6324e30328f,no_churn,0.05708909,0,no_churn,-0.129183504518096,-0.0178282205707728,-0.0232264651472542,-0.0273851084835951,-0.0325255827252658,0.0257646975473926,-0.0206499211203663,-0.0139920468801938,Male,54,No,Yes,Employed,Suburban,Bachelor,1673157600
29,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,de2f5bdf-b99b-4312-a1c1-aa44ae02843b,no_churn,0.12371313,0,no_churn,0.0488450890919648,0.127788316850665,0.0597900221706277,0.0524525570647529,0.0096454869117224,0.106976138409227,-0.0005079329503678,-0.0115713746578148,Male,75,Yes,Yes,Unemployed,Suburban,High School or Below,1673157600
58,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9f78c607-76a9-4597-9d50-5ae2319d87b4,no_churn,0.020978324,0,no_churn,-0.115179449270936,-0.0067631830997697,-0.0338457311106731,-0.0277416000512221,-0.0213811178318019,0.0289634046834908,-0.0217415672204515,-0.0313369079504354,Male,39,No,No,Employed,Suburban,Bachelor,1673157600
35,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b8ef7bc1-9bfb-48a0-804e-0dda44ed0cc6,no_churn,0.1266416,0,no_churn,-0.0554001953721945,0.1169760176819,0.0399454347204755,0.0461030203905556,0.0445918403636187,0.098451627336135,0.0049319027237925,0.005374208077992,Male,45,No,No,Employed,Suburban,College,1673157600
42,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,60f37c00-e4ad-4eed-8041-924663de52a1,no_churn,0.34942815,0,no_churn,-0.0486601587420091,-0.0024427992816708,-0.0827731032841393,-0.0147266469917485,0.0516846319598516,0.0816621928005952,0.0755843967921373,0.0506453370015606,Female,22,No,Yes,Employed,Suburban,Master,1673157600
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,d9697382-e9d4-4fc0-9e0d-cef190dc425d,no_churn,0.27566695,0,no_churn,-0.140467500862196,-0.0147790313741643,-0.0145919950350435,-0.0495181332826359,-0.143651764373171,0.0383970115806914,0.0545669340691438,0.0337455975256943,Male,28,No,No,Employed,Urban,Bachelor,1673157600
72,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,1a55dd89-94fc-404c-ae88-a84c9ea8c646,no_churn,0.016097127,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Male,40,No,No,Employed,Suburban,High School or Below,1673157600
72,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,9bfe08ce-42e2-41cf-b626-334e3ac9183e,no_churn,0.018690052,0,no_churn,-0.131381480302325,-0.0024394561009921,-0.0198724099581249,-0.0332322161902538,0.0268771206541714,-0.174946629561946,0.0299550309673304,0.0460138878402722,Female,39,Yes,No,Disabled,Suburban,Doctor,1673157600
21,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,0bcb8a8f-93a2-4c40-ae96-86fc0c57e91d,no_churn,0.26786843,0,no_churn,-0.0669954311851324,-0.0102607177421305,-0.0215293758696498,-0.0326360056899102,-0.0769742081678123,-0.0668643101420275,0.0215699470864456,0.034663950095055,Female,20,Yes,No,Employed,Rural,College,1673157600
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,1f078f75-a879-413c-9553-5eb0fbc4ed6c,no_churn,0.008456323,0,no_churn,-0.183021624687744,-0.0107258822935818,-0.0252107759478167,-0.0119680126626735,-0.0759966500395603,0.0320038834885417,0.010590881473563,0.0367685567258922,Male,48,No,Yes,Unemployed,Suburban,Master,1673157600
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,7a36e308-674f-46ce-99e9-82caa5cb4cbd,no_churn,0.006673165,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,49,No,No,Employed,Suburban,College,1673157600
52,Yes,No,High Speed,Phone_Support,One year,100hrs+,Active,1b2cffeb-5540-4dbc-92c6-feac39242398,no_churn,0.2486868,0,no_churn,-0.0040481942134101,0.0001984458099104,-0.001948761872336,0.038201420975929,0.0383232527407744,-0.15408358251485,0.0828114599147738,0.0905198109029879,Female,70,No,No,Disabled,Suburban,High School or Below,1673157600
72,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,684be309-1cec-4182-9f6d-4987e704a0e6,no_churn,0.007082623,0,no_churn,-0.131381480302325,-0.0024394561009921,-0.0198724099581249,-0.0332322161902538,0.0268771206541714,-0.174946629561946,0.0299550309673304,0.0460138878402722,Female,49,No,No,Unemployed,Urban,College,1673157600
25,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,43ebc301-0ba3-4a3a-9471-3f7b73807453,no_churn,0.04356492,0,no_churn,-0.0191730643003393,-0.0045467420199383,-0.0851543220518215,-0.056403492223053,0.101379111564147,0.0652946211757262,0.0542802053393279,0.0996308679620779,Male,64,Yes,No,Employed,Suburban,College,1673157600
17,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,2494321f-affd-416f-8441-6fb924c1ea37,no_churn,0.36232814,0,no_churn,0.0749232381347792,-0.0028342412123856,0.0317334526089325,-0.0083640771901445,0.119233688348195,0.122235073741667,0.0990151540235274,0.0783648960291611,Male,71,No,No,Employed,Urban,High School or Below,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,71a51151-0a89-4689-871d-cc6822387c98,no_churn,0.01093787,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Female,67,No,No,Employed,Suburban,Bachelor,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,8728205a-fa88-4412-a2b5-c82ab0514235,no_churn,0.02713207,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Male,23,Yes,No,Employed,Suburban,Bachelor,1673157600
28,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,b9242cfe-5069-43f2-aacc-c6e05c39c463,no_churn,0.5484816,1,churn,0.0043819728772814,-0.0041580009468088,0.0584034124495519,0.114145104450417,-0.129474148740019,0.0786436855042757,0.0338100340762321,0.0617217909249302,Female,37,No,No,Employed,Suburban,High School or Below,1673157600
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,ccff4797-c26e-47d7-b2cd-454fb3b3978c,churn,0.37382582,1,churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Male,55,No,Yes,Employed,Suburban,College,1673157600
71,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,3374fad1-a1fc-4e22-9fa5-3142a5e0a11f,no_churn,0.019659052,0,no_churn,-0.112031371737949,-0.0031339190943617,0.0266357440499086,0.0299783690820368,-0.14527205022091,0.0579048177222557,0.0526853553498494,0.0457069042850525,Female,66,No,No,Employed,Suburban,Bachelor,1673157600
64,Yes,Yes,Fiber optic,Phone_Support,One year,100hrs+,Active,3ed50088-6413-42b0-864f-636dfbb44dd7,no_churn,0.20665756,0,no_churn,-0.201426069930139,-0.002250631148363,0.0303259427983721,-0.0944256516419955,0.010943491578746,-0.0570074293712332,0.0062516368821343,0.038562556071829,Female,76,No,Yes,Employed,Rural,Master,1673157600
64,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,2830f9bb-774f-4e58-b209-7cf91f650f7c,no_churn,0.3161521,0,no_churn,-0.246541928529368,-0.0044146829681267,-0.0222047272317558,0.0009017367366868,-0.0402726562382304,0.0253696520775884,0.031592730973407,0.0132103893803923,Female,60,Yes,No,Unemployed,Suburban,College,1673157600
68,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,bd33c49c-18ef-41d3-99df-85d38f49a954,churn,0.17915423,1,churn,-0.205186340267364,-0.0035335259316843,0.0410949640191984,-0.0007604760665572,0.0290233094490849,0.0554457640622922,-0.0405044750493925,0.0650612955479664,Female,50,No,Yes,Unemployed,Suburban,Bachelor,1673157600
52,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,8f5bc7e3-987c-40e9-8b0d-13c270bf1d2f,no_churn,0.17963111,0,no_churn,0.0085417395025706,-0.002426200766713,0.114628588402938,0.0305840278062987,0.124694108369649,0.132385671755956,0.1295093876387,0.0953898703764389,Female,35,No,Yes,Employed,Suburban,College,1673157600
49,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,d9b9d05f-3152-4460-9a50-25fcd0980973,churn,0.16362824,1,churn,-0.0284619860611564,-0.00421304078096,0.105577620401418,0.111782201374472,-0.100373241507477,0.0609795948141436,0.128513434707547,0.0583359411493984,Female,26,No,No,Employed,Suburban,College,1673157600
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,878afd61-0afb-427b-aaba-c77a432d6ce3,churn,0.7169572,1,churn,-0.0210817198069617,-0.0052350134392872,0.0713680389224555,-0.029659750944902,0.0616344507005851,0.0973830292247476,0.0679364170546523,0.0751284020200546,Male,74,No,No,Employed,Suburban,Bachelor,1673157600
5,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,7b3c1988-04ca-48df-abb2-2972c9991daf,churn,0.7062842,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,77,Yes,No,Unemployed,Urban,Bachelor,1673157600
41,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,3c489f31-4f72-4dd8-9063-ad6245e47798,no_churn,0.33214465,0,no_churn,-0.0459575262480757,-0.0063941251281357,-0.0084979907825618,0.0409278624339822,-0.137768420463235,0.0287615224758792,-0.0305230203134851,-0.0395744530455886,Male,30,Yes,Yes,Unemployed,Suburban,College,1673157600
35,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,c2bf21de-f23e-4fab-acc8-47ba15dc5beb,churn,0.4278217,1,churn,-0.0142316516710116,-0.003270780582834,0.0615067909147364,0.126815365952607,-0.0315588226626232,0.0927064421704881,0.0038136250475145,0.0142787443499491,Male,45,No,No,Employed,Rural,Master,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,6c5b3a22-182c-4708-9586-7a14ef597123,no_churn,0.015617229,0,no_churn,-0.176740206190866,-0.0043397714283401,0.0099042771062977,0.0539161438201335,-0.0197141313108068,0.0468724706610873,-0.0028442870448088,-0.0260806476239577,Male,57,No,No,Employed,Suburban,College,1673157600
37,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,19de3527-c5f1-49f9-8231-abef8a1eee89,no_churn,0.3040768,0,no_churn,-0.128372264404607,-0.0107114718337106,-0.0790015982426848,0.0706559510498118,-0.0503930750606196,0.052283698000283,-0.0104491140810023,-0.0080660512427857,Male,31,No,Yes,Unemployed,Suburban,College,1673157600
39,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,bf28bfc9-8ceb-477e-84c3-5d8f8fbd7e14,no_churn,0.096743785,0,no_churn,-0.0179261980727551,-0.0103634307353786,-0.0233864003628696,0.0770527183812373,-0.218635878505847,0.0220281835376863,-0.017461479232752,-0.0303336671708711,Female,60,Yes,Yes,Employed,Suburban,Master,1673157600
57,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,3b503bd6-fc59-42b7-bc51-a979b6bc9899,no_churn,0.1780481,0,no_churn,-0.201653201160939,-0.0068593580187734,-0.0040711467952041,0.0350657107676124,-0.0691272819299365,0.0192551788632363,-0.0193850337955336,-0.0222510202188732,Male,22,Yes,No,Unemployed,Suburban,College,1673157600
11,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,cc56a3d1-db74-47ed-8423-c9a5bef719ee,churn,0.46485707,1,churn,-0.0132262860841547,-0.0039830373983204,-0.0425227429118604,0.0281152813887274,-0.16935445932022,0.0540163840981858,-0.0355878028877305,-0.0539834875949054,Female,54,No,No,Unemployed,Suburban,Master,1673157600
30,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,43206549-e4fd-43a6-be56-f59568dd2c6e,no_churn,0.41742775,0,no_churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Male,24,Yes,No,Unemployed,Rural,Bachelor,1673157600
26,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,179ba3a6-9e3a-42af-a229-7cfbeb7a3445,no_churn,0.06219213,0,no_churn,-0.126154331028738,-0.0092035056461099,-0.0417032768874742,0.0417355799041433,-0.0738390702482865,0.037604855742602,-0.0191938412019953,-0.0182725619599114,Male,27,No,No,Employed,Suburban,College,1673157600
11,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,69e7a46a-5721-408c-b91a-191136ae7d70,no_churn,0.32608157,0,no_churn,-0.0266750886190197,-0.0723258022433219,-0.0592470865473478,-0.0561049534166886,-0.0475860234137826,0.0723808012113181,0.0367490936485569,0.0337829057582598,Female,50,Yes,Yes,Employed,Suburban,High School or Below,1673157600
13,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,7f91e657-7675-459f-82b7-5df1be5380a0,no_churn,0.4599287,0,no_churn,0.0173677354643223,0.0387435080833392,-0.0541952377261486,-0.0674178780539341,0.0005381760537147,0.0793641245547587,-0.0706387230297195,0.025545474188184,Male,31,No,Yes,Employed,Suburban,Master,1673157600
8,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,02db00cb-85a8-42ea-80c9-c18167cf9f01,no_churn,0.23568211,0,no_churn,-0.0459332569694743,-0.0057210419442162,-0.110032725947026,-0.132559248980474,0.0308554732191805,0.057732930155139,-0.0943470801498779,0.0609787951122416,Female,50,No,No,Employed,Suburban,College,1673157600
51,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,775d520c-eb9e-45d9-8b2c-f594bb74a2fa,no_churn,0.291347,0,no_churn,-0.187363168791544,0.0217291732318426,0.0075167569060113,-0.0128938765155862,-0.114915887061356,0.0522762997270547,-0.0099543785748574,0.0345789310998225,Female,49,No,No,Employed,Urban,College,1673157600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,52435af3-0e72-4a19-baca-226c6e9f6536,churn,0.64271957,1,churn,0.213885541732279,-0.0123881181697288,-0.0667571947057513,-0.114755659887505,-0.0736995424042106,0.112097252864169,0.107314505813956,0.0252770642983341,Female,24,No,Yes,Unemployed,Suburban,Bachelor,1673157600
10,No,No phone service,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,18cae047-9839-466c-9dd3-a01db08fe733,churn,0.40156153,1,churn,0.132968881166598,-0.0029597438655582,-0.0322630869546719,-0.0459636531974956,0.0621383557954277,0.130407346597785,0.113228399057452,0.0862506829069707,Female,78,No,No,Unemployed,Suburban,College,1673157600
2,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,9a14f84e-70b2-45b9-adea-2b2761b89fbf,churn,0.3973616,1,churn,0.259282381778703,-0.0056924773072569,-0.0245664237611526,-0.0111712975840328,0.100747413589761,0.146802504136103,0.137915462095552,0.127656287538466,Male,28,No,No,Employed,Urban,College,1673157600
9,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,2ff18879-5339-49dc-a7a9-b97b1169d713,no_churn,0.21041943,0,no_churn,0.0953162487865392,-0.0035150100949613,0.100055034748893,-0.0108654946015212,0.153904763352157,0.138239987011657,0.104684411203471,0.118820586167872,Male,67,Yes,No,Employed,Rural,High School or Below,1673157600
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,0fed2002-1ff0-4cef-878c-4384fed6840f,no_churn,0.08188963,0,no_churn,-0.144037313978624,-0.0021110258257249,-0.0013208065696744,0.0048815392132564,-0.123248270859058,0.0545675284323806,0.085906115663829,0.0563360837918025,Male,49,Yes,No,Unemployed,Urban,Bachelor,1673157600
54,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,2774f7f4-d4a8-4bb7-9bef-ec4a8500d8c0,no_churn,0.020879254,0,no_churn,-0.138223927743857,-0.002383027228534,-0.0485191666079481,-0.0236527623834444,0.105987928203322,0.0558208903847116,0.0531147950100239,0.0938291172843673,Male,26,Yes,No,Unemployed,Suburban,Bachelor,1673157600
19,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,a6fed497-3fae-4ebc-a21d-f00dce59daaa,no_churn,0.14235735,0,no_churn,0.0450540353838368,-0.0053736913067041,-0.064106812629725,-0.0126894641589751,0.114764727962229,0.088948932745443,0.0974488351327454,0.110609828794841,Male,78,No,Yes,Employed,Urban,High School or Below,1673157600
62,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,43889247-23be-4f9f-bd7c-88ea317358a9,no_churn,0.015993215,0,no_churn,-0.082189365724314,0.0139261212038286,0.0028610543097397,-0.0154334272316464,-0.0371726558825707,-0.206653461790252,0.0330838605666122,0.0225517189224069,Male,78,No,No,Medical Leave,Suburban,Bachelor,1673157600
15,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,de49ae11-8968-40e8-9a45-d4988e60856c,no_churn,0.02880745,0,no_churn,-0.0074389112855374,0.0162689837450238,-0.0110076950391317,-0.0371310507181419,-0.0544293103052473,-0.180754376405521,-0.002660821776908,0.0281270290535826,Female,45,No,No,Unemployed,Urban,Bachelor,1673157600
34,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,f5669e91-bf32-4e3d-a741-188b824df233,no_churn,0.009204764,0,no_churn,-0.0396847485932266,-0.0039533291580119,0.0038529909394674,-0.0480237291268167,-0.0473846433031394,-0.103738117076573,-0.0148489467984472,-0.015245628975208,Female,61,No,No,Retired,Suburban,College,1673157600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,69a0b352-ff92-4d58-a313-5b44bde7315a,no_churn,0.1830758,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,44,No,No,Employed,Suburban,College,1673157600
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b2df339c-db8c-4666-8a0b-7fc9dd6f5220,no_churn,0.13690332,0,no_churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,23,No,No,Retired,Urban,College,1673157600
16,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a90bdf73-ba45-49fa-8155-e5edf64d933a,no_churn,0.14286478,0,no_churn,-0.0289828149432196,-0.0062307672278438,-0.0080020674127445,-0.112858033139855,-0.0874447755417168,0.0522497268075221,-0.0374695017956219,-0.0327879177517661,Female,72,Yes,No,Employed,Suburban,Bachelor,1673157600
71,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2f27f994-9955-4dd2-9e17-1ef01a3a29c2,no_churn,0.0019261544,0,no_churn,-0.0571057582113007,-0.00368569897415,0.0016734813954462,-0.0290940157308068,0.0021204870766814,0.056373049927788,-0.01651269171286,-0.0127950062667878,Female,74,Yes,No,Employed,Suburban,Bachelor,1673157600
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,7f6ab015-d059-4faa-a6c5-2b0042f8139d,no_churn,0.56884253,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Female,78,No,No,Unemployed,Suburban,College,1673157600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a8729098-936f-4004-b1a6-dd7b0cf09028,no_churn,0.11819661,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,36,No,No,Unemployed,Suburban,High School or Below,1673157600
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8ad4e81b-290b-415b-8304-ac7594cfe3a1,no_churn,0.18125701,0,no_churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Female,46,No,No,Employed,Suburban,High School or Below,1673157600
22,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,c7028159-5870-4f49-9330-28a9d3d82aee,no_churn,0.030824492,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Male,51,No,No,Employed,Rural,College,1673157600
72,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,0e592f15-2f5c-440e-8c60-97b809e2ca6c,no_churn,0.0015021783,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,52,No,No,Employed,Suburban,High School or Below,1673157600
66,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b6031355-0489-4614-affe-0922ae87cd76,no_churn,0.013125563,0,no_churn,-0.0175562854236613,-0.0032408822364595,-0.0140151365050587,-0.0382808162547735,-0.00482774684182,0.0475276110658342,-0.016866718191477,-0.0117661789230987,Female,28,Yes,No,Employed,Suburban,College,1673157600
35,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,08711c98-573c-4d98-b4e8-3dd9f8a73e96,no_churn,0.007432474,0,no_churn,-0.0639550365166906,-0.0060448861298573,-0.0267003847986779,-0.0535293866051142,0.0323435397319553,0.0474125521089445,-0.0335000494302767,-0.0350524983389732,Male,70,Yes,Yes,Unemployed,Suburban,High School or Below,1673157600
9,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0637cde6-09ce-45d7-a8fa-858141ec37e7,no_churn,0.2534649,0,no_churn,-0.0405956793393852,0.0082258599229135,0.0030211666664035,-0.0599801882030533,-0.146749537202859,0.0476335853097498,-0.0334056633714499,-0.0471756947187805,Male,74,Yes,Yes,Employed,Urban,High School or Below,1673157600
2,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d7b96eae-cbed-47fb-b5d0-8847ef2ffd8e,no_churn,0.46989474,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,47,No,Yes,Employed,Suburban,High School or Below,1673157600
66,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,72804b52-60ac-497f-a4c9-e609109e56de,no_churn,0.07866543,0,no_churn,-0.0228088320465212,-0.0025868485743922,0.0089624801148329,-0.0211934630256018,-0.0271321679041739,-0.119110812946683,-0.0201623647927408,-0.0161369996286885,Female,64,No,Yes,Employed,Urban,College,1673157600
8,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1e95aa8a-cc8c-4f45-ba2f-3ce730d70eb7,churn,0.061024413,1,churn,0.136257798041625,-0.0108311032126312,0.0345736664066225,-0.0158250962974852,0.0920655281729887,0.0948513779163386,-0.0403478686201378,-0.0514371137857779,Female,75,Yes,No,Employed,Suburban,High School or Below,1673157600
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,aefae12a-54a5-43dc-8bf1-01a46d2457b0,no_churn,0.22264187,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,54,No,Yes,Employed,Suburban,College,1673157600
26,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,bd5bd99b-bc69-4221-ba78-adfbaa01c910,no_churn,0.02944019,0,no_churn,-0.123165666204159,-0.0072693325417822,-0.0444384528099999,-0.0499715910424038,0.0127995004418244,0.0355403932888566,-0.0479716463152999,-0.0445493560634531,Female,22,No,No,Unemployed,Suburban,Bachelor,1673157600
29,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,132d6ab0-ef85-48cb-9410-4359b0b43e1b,no_churn,0.041910145,0,no_churn,0.102043718493715,-0.0051993629367461,0.0344552551022388,0.0568452375177184,0.103656577785368,0.099389590589617,-0.0303285442329433,-0.0398886207408941,Female,28,Yes,Yes,Employed,Suburban,College,1673157600
7,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,4471a628-1179-4b11-a635-e2e897974fb3,no_churn,0.24220641,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Male,47,Yes,No,Employed,Suburban,College,1673157600
27,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,d5c7c5e7-fbc1-4097-837a-06f3bace3a4a,no_churn,0.053801402,0,no_churn,-0.0812344943412244,-0.009735078434478,-0.0323780042249381,-0.0635504752822817,0.007915403977222,0.0417318072154375,-0.0617104302913048,-0.0700648795789857,Female,34,Yes,No,Employed,Rural,High School or Below,1673157600
30,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7fe73724-ec78-4580-9b0b-6296c7a5d572,churn,0.21776661,1,churn,0.0724417265847205,-0.0146698697116153,-0.0374154751974674,-0.07052044690834,0.0607456638602889,0.0909774987265882,-0.0069799503918602,0.0047168543356019,Female,43,No,No,Unemployed,Rural,Bachelor,1673157600
20,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,4b62add0-c981-4015-94f0-7cdae97eb132,no_churn,0.0419976559999999,0,no_churn,-0.0768321443469449,-0.0061500615389377,-0.0338184803820786,-0.0657643370983078,-0.0024462181011494,0.0433240992699484,-0.0620692724126729,-0.0652697374775198,Female,21,No,No,Employed,Suburban,Master,1673157600
45,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,38229558-604f-4269-8559-68e967702436,no_churn,0.01044831,0,no_churn,-0.14112548837049,-0.0061809562852431,-0.0383162945187086,-0.0455619130086597,0.011043901158755,0.028936366086018,-0.0384071661532652,-0.0394146001168337,Male,25,No,No,Unemployed,Suburban,High School or Below,1673157600
30,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,ef041280-2450-4111-8340-31e960233ac1,no_churn,0.032983728,0,no_churn,-0.0187932898879807,-0.0063334249686886,-0.020870862751135,-0.0392900832986742,-0.0017911211300634,-0.146009894888102,-0.0163098422706207,-0.0196276335796301,Female,69,Yes,Yes,Unemployed,Suburban,Bachelor,1673157600
68,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,bd435814-a182-485f-b35f-662157d3ca71,no_churn,0.0063036927,0,no_churn,-0.0927502559598679,-0.0029855858478913,-0.0128497748204972,-0.0533755710345849,0.003382553340034,0.0465777481535406,-0.0362563773943111,-0.0507688883791706,Female,49,No,Yes,Unemployed,Urban,College,1673157600
10,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8b70ee1d-939b-4f37-a29d-cdd9f8681fb4,no_churn,0.03073073,0,no_churn,-0.0457616907794908,-0.0108286723909441,-0.0307204845403066,-0.0682545536643556,-0.0425068681955781,0.0481069614114403,-0.0360374891603532,-0.0290233530595014,Male,53,Yes,Yes,Unemployed,Suburban,Bachelor,1673157600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,22c48b40-ca5d-46ff-a10c-23b8090a6912,no_churn,0.46990055,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,25,Yes,No,Employed,Suburban,Bachelor,1673157600
25,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0e0d8dc7-6526-4b56-8636-68193352a74a,no_churn,0.0286540429999999,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,44,No,Yes,Employed,Suburban,Master,1673157600
60,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9ba1b706-a2c9-4cd7-a0f9-46756592c375,no_churn,0.0065451874,0,no_churn,0.11075521050926,0.0023263628395216,0.0503493879008055,0.117451026218605,0.100279196837109,0.0915856460417944,0.0046398103527099,0.0235872100543383,Female,72,No,Yes,Employed,Suburban,High School or Below,1673157600
70,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d81cea23-ae50-4530-bc9f-e5d339f3ae40,no_churn,0.020727811,0,no_churn,-0.0526603157449699,-0.0031575652057199,-0.0911946656918644,-0.0058727527195151,-0.0022845552802664,0.0467777337209372,-0.0126804451148746,-0.0379535847213264,Male,31,Yes,Yes,Employed,Rural,High School or Below,1673157600
9,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8f621be8-9fdb-4ffd-b2da-e6802bbadce3,churn,0.1437314,1,churn,-0.0405956793393852,0.0082258599229135,0.0030211666664035,-0.0599801882030533,-0.146749537202859,0.0476335853097498,-0.0334056633714499,-0.0471756947187805,Female,67,No,No,Unemployed,Urban,Bachelor,1673157600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7b8adac7-badc-453d-bd70-4c0a2ea6ece7,no_churn,0.0226793379999999,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,46,Yes,No,Employed,Rural,Bachelor,1673157600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,663c8cb2-e5f0-46b5-9a01-0bc0140dd774,no_churn,0.51634866,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,63,No,No,Retired,Suburban,High School or Below,1673157600
22,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f0e1a594-9968-4319-a4fc-957aa3a7a260,churn,0.18913226,1,churn,0.0258821734165849,-0.0142602892277636,-0.0815111996535642,-0.0633412706391845,-0.0086442126101292,0.0535317583012874,-0.0277883064094021,-0.0222281349840795,Female,51,No,Yes,Employed,Rural,High School or Below,1673157600
19,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,522c2794-21af-4ad4-bed6-b2c04052a959,no_churn,0.04640291,0,no_churn,-0.0686349347051782,-0.0075356142996315,-0.0227943786105606,-0.0764313467660031,-0.0544508514866538,0.030302481622366,-0.0396641938716948,-0.029817313386502,Male,76,No,No,Employed,Suburban,College,1673157600
32,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ea6c858c-2e40-4cf6-b9d1-d895e84d0131,no_churn,0.023249704,0,no_churn,-0.0066802601198378,-0.0129223647668732,0.0104656005537435,-0.0587289886319558,-0.0317705232373191,0.0609305357823268,-0.0182568117355731,-0.0120633365421963,Male,34,Yes,Yes,Employed,Rural,High School or Below,1673157600
60,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,29805276-5218-43bb-9f2e-94f019133f57,no_churn,0.012382881,0,no_churn,-0.065970031097122,-0.0009163784322299,0.0653365391551051,0.0402965039122682,0.078259067381532,0.0873786907680641,-0.0103644202782379,0.0019538788174759,Male,68,Yes,Yes,Unemployed,Suburban,Master,1673157600
9,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,221c0593-0c78-459b-b78e-0e123f4f59e0,churn,0.17689073,1,churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Male,29,Yes,No,Employed,Suburban,Master,1673157600
15,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,cb8cc935-10c0-4638-875c-35ca3ef8772c,no_churn,0.14167714,0,no_churn,0.058414505783312,-0.0047100263998254,0.0091099210717038,-0.119724901689133,0.0632874680989152,0.081619773323091,-0.0466314485203656,-0.0569628702923546,Female,72,No,No,Employed,Suburban,Bachelor,1673157600
55,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,c180e107-5832-4797-8685-b268b6badb2b,no_churn,0.0122822219999999,0,no_churn,0.0349159028217036,0.0009422550059025,0.0124515630777204,0.0302860553778373,0.0244113385774562,-0.0260547272075382,-0.0041217769605191,-0.0011900900001728,Male,71,Yes,Yes,Employed,Suburban,High School or Below,1673157600
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,83d096d1-7690-4a6b-8324-348ba1be2ab6,churn,0.4517476,1,churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Male,28,Yes,Yes,Employed,Suburban,High School or Below,1673157600
56,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c9aa8e6e-c939-4257-9203-080003f5ad2c,no_churn,0.035349622,0,no_churn,0.0054577220164355,-0.0032942992278549,-0.0482778607560976,-0.0624003422870191,0.0623896587070339,0.0369573525972828,-0.0351098224720317,-0.0447485596121077,Male,38,No,No,Employed,Rural,Master,1673157600
55,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1e5f8486-2999-4681-98f9-b1eda39b5142,no_churn,0.05895467,0,no_churn,-0.0837116304031315,-0.0048885282707851,-0.0815517966274274,0.004040554778403,0.0395999487286008,0.0242852333619703,-0.0403776602968264,-0.0564222717504162,Female,55,No,No,Employed,Urban,Bachelor,1673157600
5,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5d2eb9ab-80dc-4dce-9730-bc1ddecbab94,churn,0.48889494,1,churn,0.122930238099871,-0.0119534655508141,0.0379406842708158,-0.0360809053324192,-0.11174873186782,0.0798127196520818,-0.0238674919113327,-0.0111068131946376,Female,55,No,Yes,Unemployed,Rural,Bachelor,1673157600
52,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,e3bb5324-79b7-4bdb-aa5c-56a3301a46a4,no_churn,0.015659614,0,no_churn,-0.0517198881916192,-0.0038514452693561,-0.0075468776948764,-0.039793068404615,0.0112008590838922,-0.109731760385093,-0.0281325706857387,-0.0394514008645637,Female,40,No,Yes,Unemployed,Suburban,High School or Below,1673157600
2,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4da5d9bd-281f-4282-828a-2f71db871516,no_churn,0.08339048,0,no_churn,0.21591009876829,-0.0080256976453529,-0.0003545381699404,-0.0291142943758677,0.0249036634042204,0.118519081913764,-0.0193583912022131,-0.0311485331219591,Female,77,Yes,No,Unemployed,Urban,Doctor,1673157600
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,73b3852c-7bd3-428b-8f12-24f13d9c5652,no_churn,0.10826137,0,no_churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Female,21,No,No,Unemployed,Suburban,Bachelor,1673157600
38,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,838c9655-35a7-4dc0-a54c-18cffc0c9007,no_churn,0.017389925,0,no_churn,-0.0298045436797383,-0.0038260264500422,0.005246755819935,-0.119094461656086,-0.0323105288229817,-0.027749352859837,-0.0202175653979793,-0.02927042823399,Female,22,No,Yes,Unemployed,Suburban,College,1673157600
45,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,18407365-653b-47e7-af2a-d36bd724ce39,no_churn,0.11185791,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Male,46,No,Yes,Employed,Rural,College,1673157600
16,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2ee2d8c4-90c2-4ba5-85d6-4767ed5fc861,no_churn,0.22124937,0,no_churn,0.103155172808838,-0.0048148354626755,-0.0267934860802961,0.0253934072238007,-0.0628383842554467,0.0960901231202478,-0.0127813485440037,-0.023743789190039,Female,63,Yes,No,Employed,Rural,High School or Below,1673157600
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7c87a7bd-08f0-4b3e-a23c-ed6350a52aac,no_churn,0.448134,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,72,No,No,Employed,Suburban,Bachelor,1673157600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,995dc96e-61ea-4062-a2d4-858fc020f30a,no_churn,0.0946966259999999,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,33,No,No,Disabled,Suburban,Master,1673157600
67,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,40148465-ce05-47b0-9109-c456369b2089,no_churn,0.017181668,0,no_churn,-0.0816284024898959,-0.0037351586608383,-0.0174426527559262,-0.0300861661190901,-0.0090777863302719,0.0451689054147027,-0.0401967572819012,-0.0520281333821731,Female,73,No,Yes,Unemployed,Suburban,College,1673157600
19,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5ed88cdf-a710-4fc7-87b2-d26265573c43,no_churn,0.17873155,0,no_churn,0.163833799192871,0.0019091386487343,0.0655453524400218,0.149923937063741,0.0958508227508355,0.116980416502602,-0.0070698557438663,0.0173335806667091,Female,51,No,No,Employed,Suburban,High School or Below,1673157600
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cb70cce1-2722-415f-a4a3-118c9a1ddcbf,no_churn,0.014966637,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Male,31,No,Yes,Employed,Urban,High School or Below,1673157600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,47d95039-c6ab-4324-a2ba-690055d87d05,churn,0.22075205,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,71,No,No,Employed,Suburban,College,1673157600
68,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,cadddb70-5b72-4ef2-93a5-c2479d262eab,no_churn,0.0101875,0,no_churn,-0.0683403893125978,-0.0034319712207616,0.006137483812763,-0.0126449076348762,0.0066371987597995,-0.154300856052596,-0.0193091982125952,-0.0237735129042812,Male,26,No,No,Employed,Rural,High School or Below,1673157600
4,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,98ff6fac-115c-43a9-8d9b-f95e7b8c394c,no_churn,0.038554877,0,no_churn,0.0857270329139964,-0.0082048691032468,0.0813129433256472,-0.0493273383560244,0.0167394470598992,0.118379654677856,-0.0471775251061353,-0.0557871794571201,Male,56,No,No,Employed,Rural,High School or Below,1673157600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,93f82427-b837-4b9a-97e7-3cacb172de2f,churn,0.30501375,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,57,No,No,Retired,Rural,Master,1673157600
72,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8b825c41-2f12-45c8-9b5f-0a9efc1d1ac8,no_churn,0.0016350425,0,no_churn,-0.0799303880904153,-0.0014886658328669,0.0013801688687544,-0.002885289981632,-0.0300680093787741,0.0571335352178721,-0.0230751770594906,-0.0400923257684644,Female,32,No,Yes,Unemployed,Urban,Master,1673157600
7,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,94d5f15f-37a9-4e4f-a2d1-954bd104f8f8,no_churn,0.030840391,0,no_churn,0.245917344899781,0.0012738797482597,0.0693367694646804,0.0951633929661511,0.146562228006187,0.0966132054862555,-0.0128702748024397,-0.0410226913213091,Female,24,Yes,Yes,Employed,Suburban,College,1673157600
4,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1b68712f-b10d-4449-818f-b7771ec139ea,no_churn,0.38261274,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,56,No,No,Employed,Suburban,High School or Below,1673157600
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3d70f8b1-b457-4e2c-a52e-9c3c941363de,no_churn,0.2460691,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,42,No,Yes,Employed,Suburban,College,1673157600
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc1296c5-1f09-483e-b810-db71299d00db,no_churn,0.24625145,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,54,No,No,Employed,Suburban,Bachelor,1673157600
23,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3bf75f34-bfa1-4414-86fe-307f4abd924b,no_churn,0.13852237,0,no_churn,-0.126433624181936,-0.0062800773251183,-0.0401938572586186,-0.046728421996122,0.0024063537857728,0.0357677072389742,-0.0434802293829852,-0.0340840022751217,Female,34,No,Yes,Employed,Rural,College,1673157600
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0c996157-bc37-47ff-ba69-3e67c2d5dc13,no_churn,0.15469207,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,22,Yes,Yes,Employed,Suburban,Bachelor,1673157600
70,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,3b81cc70-e5e9-415a-a069-84cdbd013981,no_churn,0.0061778419999999,0,no_churn,-0.0665233164437631,-0.0031911918201694,0.008400813602293,-0.0111752377658558,-0.0045238291834539,-0.148784206972305,-0.0191733672086047,-0.0240558163791138,Male,22,No,No,Employed,Suburban,Bachelor,1673157600
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a3a39073-c95b-4d24-874d-c285877a7d3a,churn,0.21039075,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,30,No,Yes,Employed,Rural,High School or Below,1673157600
25,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a4686851-9e82-48f8-ba7b-6cc177f87983,churn,0.36850178,1,churn,0.102311682356076,0.174595037951576,0.061672964891909,0.0351299459974234,0.136491788355834,0.136629325854988,0.0038458833871982,0.0002972270836562,Male,58,Yes,Yes,Medical Leave,Suburban,College,1673157600
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2f2ca3cb-9863-4922-a092-4cd2df821e63,churn,0.18940178,1,churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,42,No,No,Employed,Suburban,College,1673157600
43,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4db3ade2-3f35-4987-b4ad-8ef39052c20c,no_churn,0.0069150444999999,0,no_churn,-0.0362280747799104,-0.0007893214645991,0.0724165663814528,0.012202371917665,0.0862704990411839,0.0965642587939055,-0.013962828305066,-0.0082853357958447,Male,52,No,No,Unemployed,Suburban,Bachelor,1673157600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,82075bdb-2b58-4298-bad3-0ff4eb04b3b2,no_churn,0.08928963,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,50,Yes,No,Employed,Suburban,Master,1673157600
53,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dceba879-c160-4e77-a81d-2f061f628ccd,no_churn,0.013436596,0,no_churn,-0.123473826432146,-0.0043328414258212,-0.0218296204361649,-0.0760142629438269,0.0260724148015833,0.0229082327645483,-0.0336125953864757,-0.0487436529496699,Female,40,No,No,Unemployed,Suburban,College,1673157600
13,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb82c952-8008-4f0a-a88c-358d93d56c90,no_churn,0.08823058,0,no_churn,-0.0178140200455527,-0.0187674522543238,-0.108693351608126,-0.0727052824979546,0.0137763469786477,0.0546583069186635,-0.0498598005484746,-0.0696208965484766,Male,76,No,No,Employed,Suburban,High School or Below,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d3f656f6-b6c6-41da-88cf-871db8182bc3,no_churn,0.44220597,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,78,No,No,Unemployed,Suburban,Bachelor,1673157600
37,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9b872d55-2ce5-4a9c-9f70-0951df95db2b,no_churn,0.091117494,0,no_churn,-0.0861621355235456,-0.007507124429303,-0.0119025022908317,-0.039572774323642,0.0220197502096016,0.0416437062845579,-0.0243879623229258,-0.0331571090797115,Male,22,No,No,Unemployed,Urban,Bachelor,1673157600
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f2c76dd-9b10-47d2-9274-17c850710426,no_churn,0.121155374,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,67,No,Yes,Employed,Urban,Bachelor,1673157600
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c4cd19cd-cbf0-4f45-b946-418546dd9bb5,no_churn,0.16772689,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,21,No,No,Employed,Suburban,High School or Below,1673157600
22,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,63ee3a15-3274-4639-ac9c-3ebfc57a583b,no_churn,0.03698108,0,no_churn,-0.0445288763054577,-0.0085020247749162,-0.0295503946157077,-0.0353769663807725,-0.050241624380742,0.0503370300734422,-0.0375078219153692,-0.0699054724839334,Male,43,No,No,Unemployed,Suburban,High School or Below,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,25c6565c-7f2b-46fc-85a0-9be658ba08e9,no_churn,0.37736148,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,46,Yes,Yes,Employed,Suburban,College,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d12f5e4d-3db0-4436-a576-6610434ff484,no_churn,0.27240717,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,42,No,Yes,Medical Leave,Suburban,College,1673157600
19,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,a99684e9-1bd9-4077-9e45-b7d0879e2a4d,no_churn,0.010450746,0,no_churn,-0.0063849622469206,-0.0074281512934248,-0.0179168027954801,-0.0453383944685992,0.0083694624649069,-0.116712137041141,-0.0363497700375774,-0.0472653975678622,Male,48,No,Yes,Employed,Suburban,Master,1673157600
4,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0352fd86-6397-41be-807d-e0cab2e92616,no_churn,0.26107138,0,no_churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Male,79,Yes,Yes,Disabled,Suburban,High School or Below,1673157600
34,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,990621ed-6f77-4545-a680-d273cc233860,no_churn,0.04746671,0,no_churn,-0.0258646064402819,-0.0042091891154086,-0.0318491686356537,-0.0986821808665809,0.0086310968493035,-0.0641554556955361,-0.0189675265804817,-0.0339291229795617,Male,79,Yes,Yes,Employed,Rural,College,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e62ad88d-b741-49d5-a23c-8f21cb8fa6d0,churn,0.7300206,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,32,Yes,Yes,Employed,Suburban,Bachelor,1673157600
15,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,f9e8c3aa-e5a3-40ba-9c94-10d7ebe48482,no_churn,0.028717497,0,no_churn,0.0296104713567638,-0.0051575634690743,-0.0404288642588289,-0.0137839358046585,0.020824073906233,-0.199854104237702,-0.0298289324307916,-0.0304072975405961,Male,68,No,No,Disabled,Suburban,College,1673157600
14,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4665c046-5c31-4d5c-9a9e-2c4eebf3c2ec,no_churn,0.03105466,0,no_churn,-0.064122353687535,-0.008919070277434,-0.0494195410683005,-0.0651729461433205,0.0135415150515018,0.0517839180784449,-0.0608287993538124,-0.073388874244938,Female,31,No,No,Employed,Suburban,College,1673157600
56,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,378be9ab-7a43-40f7-bd39-078c8a69a52f,churn,0.068789445,1,churn,0.0203493825387613,-0.0027409831410841,0.0218942882389865,-0.0643628616531623,0.0433028573045476,-0.0383300251393848,-0.0392549560498991,-0.0198838538730524,Female,32,No,Yes,Employed,Suburban,Bachelor,1673157600
58,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,efe4b7c1-3ee5-408e-8648-cf56ca3262e0,no_churn,0.012724033,0,no_churn,-0.135080060618811,-0.0053620141704232,0.0119542495035693,-0.0758083514900408,0.0245489507752427,0.0403790867852876,-0.0307236210573682,-0.0589343927055415,Female,80,No,Yes,Disabled,Suburban,Bachelor,1673157600
71,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<50hrs,Active,362f0895-74ef-46ee-b527-88618aa30881,no_churn,0.050583627,0,no_churn,-0.113711037080748,-0.0016806800145059,-0.0001884829978916,0.0219430323403867,0.0366770931963674,-0.129821152716104,0.0570766282324984,0.0606784491629514,Male,64,No,Yes,Disabled,Suburban,Bachelor,1673157600
10,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,38c8deff-8979-4fa9-a2d2-1f49dc87aec8,churn,0.750147,1,churn,0.160707403774832,-0.0017758154127477,0.141824233587813,-0.0027399499459534,0.103550465232611,0.148254244959408,0.076094754959613,0.105058516929703,Female,36,No,No,Unemployed,Urban,Bachelor,1673157600
49,Yes,No,Medium Speed,Web_Chat_Support,One year,<80hrs,Active,9d901959-46a9-4eda-84ef-6f3626037739,no_churn,0.16788685,0,no_churn,0.0167537536968893,-0.0011972233123196,0.0074059406841388,0.0912529325417062,0.102204625274226,0.0038587477423516,0.070822600512929,0.0998724788452636,Female,44,Yes,No,Unemployed,Suburban,Bachelor,1673157600
46,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,3a4a83b7-0f4b-4280-bc24-9efadbd8e154,churn,0.39423245,1,churn,-0.0661198252796566,-0.0015381210283157,0.0475930481830801,0.0855992966855228,0.125784043154217,0.0510971714969309,0.124587000617903,0.0939712426944788,Female,25,Yes,No,Disabled,Urban,Master,1673157600
64,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Active,f8f20454-b1b4-42e6-abe3-43d575c43dfb,no_churn,0.045313627,0,no_churn,-0.134763155252094,-0.0026788387325359,-0.0069938601482863,-0.005862725518582,0.0346140960422235,-0.211007101155165,0.0220469181134012,0.0356185132975588,Female,76,No,Yes,Employed,Urban,High School or Below,1673157600
6,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9ffdd27c-84fc-4797-a8e1-072c7a67b5e8,churn,0.6006607,1,churn,0.170571648168302,-4.30799579044106e-05,-0.0014484412306137,0.0021150288619764,0.103289192512038,0.149593342117278,0.162229993053725,0.134666173291912,Male,77,Yes,Yes,Medical Leave,Suburban,High School or Below,1673157600
32,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3b9e8233-ffdf-4800-b961-77d82246d8cd,churn,0.38607576,1,churn,0.0488892306444086,-0.0029438814063541,0.0765427903239651,0.0004461578219525,0.173122216017036,0.081582915895724,0.149365259666047,0.119850125435878,Female,34,Yes,Yes,Employed,Urban,Bachelor,1673157600
16,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,194c9ede-e2f7-4e29-a68a-be55912af72c,churn,0.79991394,1,churn,0.0328288982714502,-0.0045216835099381,0.0572117660659205,-0.106215082837275,0.0812991195257109,0.0905999990217242,-0.0438142662691825,0.0492636686910145,Male,50,Yes,Yes,Employed,Suburban,High School or Below,1673157600
56,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,546f7870-56af-468b-81c9-d75fc0591cff,no_churn,0.15108068,0,no_churn,-0.0293411682810619,-0.0015266706893635,-0.039585065469746,-0.0017423085180053,0.0957731587464513,0.0689367490377117,0.0271829529398019,0.0712762016887245,Male,23,Yes,No,Unemployed,Suburban,College,1673157600
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,254e1967-0d63-457d-812e-bdb89fcfcc07,churn,0.6794175,1,churn,-0.0274700466620652,-0.0028273791507308,-0.100454673506979,-0.023757175520036,0.0786110329065104,0.0719940993430736,-0.0690277151814234,0.0676199896279922,Female,62,Yes,No,Employed,Urban,High School or Below,1673157600
57,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b29332f9-f4d1-4371-a39f-cddd25b81754,no_churn,0.2060828,0,no_churn,-0.112323074467877,-0.0056934779346011,-0.0113185057465034,-0.0055238575308067,0.0479028057412506,0.0554783802822203,0.0412410990544776,0.0361217396574102,Male,46,No,No,Employed,Urban,Bachelor,1673157600
41,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,93de40c3-0379-4292-b905-f24d75534c0e,no_churn,0.28251234,0,no_churn,-0.0766074388807283,-0.001066355584262,-0.0327783673216117,-0.0073771732738032,0.0556377791548766,0.0407282172158738,-0.0185146176027501,0.0009518062381903,Female,64,Yes,No,Medical Leave,Suburban,College,1673157600
43,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5ac0ecf8-8414-4aa9-b881-31e698372249,no_churn,0.30270103,0,no_churn,-0.187236943019989,-0.005571957496395,0.0312446422660468,-0.0890143146811169,-0.0258264208209948,0.0705657195844833,0.0101400907573042,0.0766730306640965,Female,45,No,No,Unemployed,Urban,High School or Below,1673157600
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5242be7b-db20-4794-9517-f0e48f545d4d,no_churn,0.59286696,0,no_churn,0.0903998769505688,-0.0054801443580254,-0.0472017323007821,-0.0187541383683492,0.130616016730219,0.112325728322685,0.178609471442887,0.089827823415726,Female,51,No,No,Retired,Suburban,Master,1673157600
3,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,bf9af797-efde-4513-99ec-d0239ce07cfb,churn,0.9062808,1,churn,0.120884890590169,-0.0037956994121304,0.0609350577887926,-0.0135202473602294,0.046935857552944,0.13424651494719,0.053620718945458,0.0808334292760628,Female,38,Yes,No,Employed,Suburban,College,1673157600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,377e4164-92fc-4e6d-a34e-1b306a04c489,no_churn,0.069774725,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Male,35,No,No,Unemployed,Rural,Bachelor,1673157600
31,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4ed61c77-d06b-47ac-bb0b-0efb511ad69f,no_churn,0.33645743,0,no_churn,-0.0618998406621813,-0.0024421383511798,-0.0879991092139971,0.0336042261899638,0.0225515285746041,0.0767239852386046,0.0580427795879586,0.0443686123395127,Female,59,No,Yes,Employed,Rural,High School or Below,1673157600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,cf83f501-b038-47e9-a329-5dc8b88a2196,no_churn,0.0063636519999999,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,25,No,No,Employed,Suburban,College,1673157600
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,b7e5dcda-c8fd-409f-908e-91534c737d47,no_churn,0.5426013,0,no_churn,-0.271018111735066,-0.0047287351429076,0.0232654638454459,0.0012628479240083,0.0229861937811801,0.0234216373795516,-0.0439619528077673,-0.0102534960919183,Male,67,No,No,Employed,Rural,College,1673157600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,fb26e200-5835-4060-8da8-5414bb1523ad,churn,0.666857,1,churn,0.170009531470837,-0.0036248653136863,-0.0433613089102709,0.118597504659183,0.0552159903854408,0.127640531905454,0.087538100674792,0.0389583690974086,Female,30,No,Yes,Employed,Suburban,Master,1673157600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7563cfee-2902-473c-a444-c541172a96a8,churn,0.81649315,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Female,58,No,Yes,Unemployed,Rural,Bachelor,1673157600
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,51b981ac-7b3f-4eab-a1be-cdb5dcaa2134,no_churn,0.31236848,0,no_churn,-0.217283237395195,-0.0025713174005795,0.0280950626640969,-0.106336659289627,0.0039962953740359,0.0480350186650684,-0.0106417784591303,-0.0123195372892587,Male,75,Yes,No,Employed,Rural,High School or Below,1673157600
55,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,34908e8a-0887-469b-8c67-92f9c0c5f688,no_churn,0.10875402,0,no_churn,-0.167736110348451,-0.0048889293214961,-0.106113228373724,-0.0809462727523532,0.0393321213665331,0.0365149621541877,0.0022812502011947,0.0425300562077973,Male,59,No,No,Employed,Urban,Bachelor,1673157600
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d57e164a-863b-46ac-85aa-0ea9b2393204,churn,0.78732693,1,churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Female,78,No,No,Employed,Suburban,College,1673157600
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a8fd9293-ad22-4240-9701-8271e3a7992d,no_churn,0.4291632,0,no_churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Male,60,No,No,Employed,Suburban,College,1673157600
19,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ef06c902-c1ec-4db3-b468-3faee2f8df12,churn,0.7092721,1,churn,-0.0091123975724713,-0.0046186326361748,-0.0340792318032526,-0.0062504108400025,0.0275057905866378,0.0473465781637151,-0.0054467246311287,0.027803483056814,Female,43,No,Yes,Employed,Suburban,College,1673157600
39,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,7e559e45-b1ad-4151-b6a6-9691fecc999c,no_churn,0.45316795,0,no_churn,-0.167881174113363,-0.0041473642634809,0.0297459749903737,-0.0245331400763097,-0.0273707331892001,0.0698543729909215,-0.0735617655637997,0.0088676766940079,Male,38,Yes,Yes,Employed,Suburban,Bachelor,1673157600
9,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e3af1a6e-406c-4795-ae66-13c67bb0e64b,churn,0.7594965,1,churn,0.115761000654547,-0.0043682765381527,0.146165289842211,0.0237882881438963,0.10756953160695,0.115227764773854,0.101798336486463,0.0729485919148101,Male,50,No,No,Employed,Rural,High School or Below,1673157600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,099a648b-3f38-467d-9649-f38fd39c6933,churn,0.8745962,1,churn,0.20303359025982,-0.0042769068976303,0.104424933643149,0.140981223269164,0.0717398538597808,0.146984718107315,0.0273367266026525,0.04074971959727,Male,23,No,No,Employed,Suburban,College,1673157600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,241aaae4-08b1-43e3-8571-1745c9f711a7,churn,0.9468926,1,churn,0.284109536350757,-0.0049073646088027,0.0705388562640155,0.0646269527253207,0.0804939714271859,0.157836252349562,0.0365735889801772,0.0417020625339409,Female,57,No,Yes,Employed,Suburban,High School or Below,1673157600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,ce94b72f-fbb2-4a56-8f2f-8e08efeddae7,churn,0.5828528,1,churn,0.189493258686034,-0.0025013677661627,0.0383391750245846,0.076009764277569,0.101403175404539,0.161817028745609,0.0913155234883925,0.0750972995955726,Male,63,Yes,No,Employed,Suburban,College,1673157600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f37d36dd-e5ca-484d-bd79-7ef3151fd727,churn,0.67666334,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Male,24,Yes,Yes,Employed,Urban,College,1673157600
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d615f2df-78e4-42d3-94b8-b327e34dd799,no_churn,0.5480997,0,no_churn,-0.12061299796942,-0.0017898511096063,0.0132172689803792,-0.002381001084741,0.062424576891517,0.0212639295164171,-0.0113104613959149,0.0241623862090455,Female,51,No,No,Employed,Rural,College,1673157600
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,5bb2eb15-ca80-4cbb-9a64-c952be0f4f35,no_churn,0.056493126,0,no_churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Male,77,No,Yes,Unemployed,Urban,Master,1673157600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7d4ce59d-4fd2-4166-a6cc-0541f4d14c0c,no_churn,0.5761926,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Female,21,No,No,Employed,Suburban,College,1673157600
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,21f849ba-2396-4790-9d61-358566207990,no_churn,0.26836473,0,no_churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Female,69,Yes,No,Employed,Suburban,Bachelor,1673157600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,436208ea-42d3-477b-aed0-be24cac248e5,no_churn,0.524808,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,69,Yes,No,Employed,Suburban,College,1673157600
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,42f2d827-5ace-49a7-8a2e-056ba8c4283f,churn,0.6652066,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,74,Yes,Yes,Unemployed,Rural,Bachelor,1673157600
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9d145ec6-8b11-45b9-a198-fb614ca5ef36,churn,0.18136846,1,churn,-0.152993587208243,-0.0031824750714622,0.0609620880392867,0.059378300063563,0.0353452451960674,0.0547256682825491,-0.0013566057456228,-0.0102182700347748,Female,61,No,No,Employed,Suburban,High School or Below,1673157600
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f9cbc64-93da-4f40-a7d6-7269a1cbf74b,no_churn,0.43928233,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Female,63,No,Yes,Employed,Suburban,Bachelor,1673157600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,56d28f00-c709-4b9e-8a8d-450d3ebcd428,no_churn,0.21962048,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Female,36,Yes,No,Employed,Suburban,Bachelor,1673157600
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,30f5fa0b-8f8a-4768-bfe6-2bde522eb586,churn,0.42610258,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Male,52,Yes,Yes,Employed,Suburban,High School or Below,1673157600
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,14a150b9-7740-44bd-a84d-c1abcf85e818,no_churn,0.0110096289999999,0,no_churn,-0.253381024843598,-0.0040686928135437,0.0185537228913199,0.018204982106763,0.004643307681008,0.0530881355129577,-0.0108727932085093,-0.0639190617418262,Male,51,No,Yes,Employed,Suburban,High School or Below,1673157600
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d447e175-71ea-402c-a32c-c9bd3ea92dde,no_churn,0.30339748,0,no_churn,-0.156591702506871,-0.0033874939015549,0.06202721686328,0.0527053430628438,0.0396398541246071,0.0428450978938963,0.0019152450369983,0.0002233362360311,Female,45,No,No,Employed,Suburban,Master,1673157600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ea5cd80c-5fd8-460e-9e8a-e0889371bdec,no_churn,0.6998265,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Male,66,Yes,Yes,Employed,Suburban,High School or Below,1673157600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d23593e7-2632-4ce0-bad6-54fa1de76f93,churn,0.5576662,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,50,No,Yes,Unemployed,Urban,Bachelor,1673157600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f3f9fcf0-0c12-4074-b8e7-17b83535ecdd,churn,0.543925,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,30,Yes,Yes,Employed,Urban,Bachelor,1673157600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9bcae043-046c-4f7c-b4d8-34597b2e2e2d,churn,0.54623204,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,60,No,Yes,Medical Leave,Suburban,Master,1673157600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef43a8ae-f068-4fcd-92fc-5e75c9153ef8,no_churn,0.3379469,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,25,No,No,Employed,Urban,Bachelor,1673157600
49,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,467a8e5d-7635-4f8b-bba5-3e3faebe7452,no_churn,0.22325237,0,no_churn,-0.180416318867428,-0.0042496113926245,-0.0877947533665974,0.0408702059852839,0.0034304603872442,0.0431629837099171,-0.0273131081990868,-0.0467160079996574,Female,50,No,Yes,Employed,Suburban,College,1673157600
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ed9fc4f2-28ed-40e3-8fbe-b923f5df09ca,churn,0.68531704,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Male,45,Yes,No,Employed,Suburban,High School or Below,1673157600
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d42fec22-bb3b-4a6e-9a6b-f9450cef3f2b,churn,0.75572425,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,46,Yes,Yes,Employed,Suburban,High School or Below,1673157600
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8836a5f3-781a-4e8d-a708-04dcee8d94eb,no_churn,0.67320186,0,no_churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Female,73,Yes,No,Employed,Suburban,Bachelor,1673157600
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bf6efa40-84f8-4414-b682-0b3e3a49be32,no_churn,0.75073355,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,36,Yes,Yes,Employed,Suburban,Master,1673157600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,03033e73-d74a-467f-b6f8-abb3717002ac,churn,0.78407496,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,31,No,Yes,Unemployed,Suburban,High School or Below,1673157600
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,30e39cc0-7a8c-41a0-a25c-534e0bbea1a0,churn,0.51699793,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,38,No,Yes,Employed,Suburban,High School or Below,1673157600
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5632b4ae-4b1a-423f-befb-8e529884b157,no_churn,0.0735940559999999,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,33,No,No,Unemployed,Suburban,High School or Below,1673157600
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cdf3b35a-3ec9-4535-bdcf-afd24862e9f8,churn,0.48134398,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,34,Yes,No,Unemployed,Suburban,College,1673157600
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ed1ed9f2-4884-4725-bf71-1a5f959d0ec5,no_churn,0.6711651,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,44,No,Yes,Employed,Suburban,Bachelor,1673157600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d9547b01-ff46-45ef-ab8f-34db771911b1,churn,0.49492076,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,48,No,Yes,Employed,Suburban,College,1673157600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e7b4b257-c025-44c8-ba0e-2a9ea366f7f9,churn,0.57219213,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,64,Yes,No,Employed,Suburban,Bachelor,1673157600
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,eb429e57-adbe-4576-af98-c1974fc07c74,churn,0.40031695,1,churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Female,68,No,Yes,Unemployed,Suburban,High School or Below,1673157600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6b801864-72e3-4df8-b6ed-0dfb63c1123e,churn,0.89093083,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,52,Yes,No,Employed,Rural,Doctor,1673157600
35,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7cd26131-04f3-4b89-aa1d-ed33c1d079e4,no_churn,0.116917215,0,no_churn,-0.0157078474777563,-0.003730550438795,0.0605135394907483,0.157793576491222,0.0660306811908958,0.116546599447843,0.0075083175308645,-0.0130956192514804,Male,29,Yes,No,Employed,Suburban,Bachelor,1673157600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c42e8890-376a-44f8-9318-b79a873e5acf,churn,0.89203274,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,77,No,Yes,Employed,Urban,College,1673157600
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f1945131-8faf-46de-a787-ff9c3a084fdb,no_churn,0.09290555,0,no_churn,-0.152993587208243,-0.0031824750714622,0.0609620880392867,0.059378300063563,0.0353452451960674,0.0547256682825491,-0.0013566057456228,-0.0102182700347748,Male,66,No,No,Unemployed,Suburban,Bachelor,1673157600
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fb55a064-5181-46a5-b56b-64d6ea77aa27,no_churn,0.66693646,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Female,33,Yes,Yes,Unemployed,Suburban,Master,1673157600
63,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f1b989d-ee99-49b1-b87a-7d3e094ba38c,no_churn,0.0412415079999999,0,no_churn,-0.20330999162461,-0.004784095524119,-0.0739890434912285,0.0066670937942762,-0.0021920931702607,0.0413352124801167,-0.020127858729138,-0.0126253727391667,Female,46,No,Yes,Employed,Suburban,College,1673157600
22,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8f7e0288-e9b0-417d-ad6d-8ba5b3fe99c2,churn,0.18913226,1,churn,0.0258821734165849,-0.0142602892277636,-0.0815111996535642,-0.0633412706391845,-0.0086442126101292,0.0535317583012874,-0.0277883064094021,-0.0222281349840795,Female,45,No,Yes,Employed,Suburban,High School or Below,1673157600
22,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,20daca79-4c09-4e9d-8aae-18408ad494f6,no_churn,0.030824492,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Female,78,No,Yes,Employed,Suburban,Master,1673157600
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a9dd4dfa-5777-4cd8-89c2-939fe8ac87cd,churn,0.39423245,1,churn,-0.21096781401915,-0.0042085548987961,-0.0398239406687935,-0.0070100509161056,0.0665381268027158,0.0240741488534877,-0.0261674395639602,0.0085393746917179,Female,75,Yes,Yes,Employed,Suburban,Bachelor,1673157600
54,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,948eefa7-cb82-4614-ab8e-d4da4371aba1,churn,0.020879254,0,no_churn,-0.0255706516914688,-0.0010388671136024,0.007190541916243,-0.0347577069046201,0.098294943583387,-0.0954696539117139,0.062947219968646,0.0893780243242508,Female,56,No,No,Unemployed,Suburban,College,1673157600
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9cfaa29e-0365-4e25-90b6-3d15d09f06f9,no_churn,0.66693646,0,no_churn,0.0654125492554976,-0.003301511660502,-0.0254432575258215,0.10284315766783,-0.0066610998974647,0.114229160725554,-0.0377376138931322,-0.0441438550380007,Male,34,No,Yes,Employed,Suburban,Bachelor,1673157600
39,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,515b4a45-d654-4a67-b8fb-e8892d6d2e3d,no_churn,0.096743785,0,no_churn,0.0680952420509766,-0.0029507038513111,-0.0584406734806179,0.0868907267044505,-0.0771999530952962,-0.0409789702284524,-0.0079630018612442,-0.030141515203777,Female,22,No,No,Employed,Suburban,High School or Below,1673157600
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,16ca64d3-bb07-42c0-981f-58d165582959,no_churn,0.67320186,0,no_churn,0.0567596108572161,-0.0075272345714984,0.0148188892357211,0.154391952103133,-0.000338987807554,0.126102942421385,-0.0408601964662739,-0.019949834889685,Female,64,No,No,Employed,Suburban,College,1673157600
63,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b2848f6b-1f4c-4774-8922-40626e66e107,no_churn,0.0169617439999999,0,no_churn,-0.129672019625086,-0.0123369577429184,-0.0085608467839301,-0.0385645835016657,-0.0379472889024509,0.049054619417393,-0.0332325721279721,-0.0410998355639822,Female,21,No,Yes,Unemployed,Rural,Master,1673157600
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a705be2e-99e2-434c-a469-00ff6d3b06cd,no_churn,0.14017482,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Male,20,No,Yes,Employed,Suburban,Bachelor,1673157600
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a236eeb5-c7a2-4d37-b423-cb17762f5e71,no_churn,0.5480997,0,no_churn,-0.12061299796942,-0.0017898511096063,0.0132172689803792,-0.002381001084741,0.062424576891517,0.0212639295164171,-0.0113104613959149,0.0241623862090455,Female,68,No,Yes,Employed,Suburban,Bachelor,1673157600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,be154ef1-8955-4135-9b74-790c6367634c,churn,0.22075205,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,36,No,Yes,Employed,Urban,College,1673157600
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3f6fdb54-6ae1-480c-ab11-dc21da7e6e7e,churn,0.21039075,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,32,No,Yes,Employed,Rural,Master,1673157600
7,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5d837142-bf63-44ee-9642-cd311201c4ed,no_churn,0.24220641,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Male,68,No,No,Employed,Suburban,Bachelor,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,190328a3-4db0-4ac1-8b41-0df56c8d5a8d,no_churn,0.27240717,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,23,No,No,Employed,Suburban,Bachelor,1673157600
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a0113197-083f-4c70-85c9-1510001f2518,churn,0.51699793,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,65,No,Yes,Unemployed,Rural,Bachelor,1673157600
39,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,51f3f9f7-5a6b-4d61-a74c-e2a4a4b17c0c,no_churn,0.21298942,0,no_churn,0.0008598797808599,0.102134949767601,0.0605750956658175,-0.0318572797922797,0.0363982812094855,0.116585805153468,0.0994370104742756,0.0568401124410957,Male,45,No,No,Unemployed,Suburban,Bachelor,1673157600
49,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,94c00c6b-7f5b-4779-9d15-bcfb4b44f9da,no_churn,0.16788685,0,no_churn,-0.129153606607374,-0.0015886045447768,-0.0095921493583637,-0.0685577576982404,0.0624235045966452,0.0182086809109932,0.0375893149596231,0.0816444659658373,Male,47,Yes,Yes,Unemployed,Suburban,Bachelor,1673157600
68,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,0d6c2200-4ef8-4b30-9247-2ba907b211c9,no_churn,0.015995985,0,no_churn,-0.0918693127892038,-0.0013059908160721,-0.0110346075194138,-0.0125049367716019,0.0404160241455247,-0.17500968545286,0.0236715603739321,0.0462893691643148,Male,30,No,No,Employed,Suburban,Bachelor,1673157600
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,53d2cfcd-64b0-42a8-97e9-2ea89aa33faf,no_churn,0.5480997,0,no_churn,-0.12061299796942,-0.0017898511096063,0.0132172689803792,-0.002381001084741,0.062424576891517,0.0212639295164171,-0.0113104613959149,0.0241623862090455,Male,57,Yes,No,Unemployed,Suburban,High School or Below,1673157600
35,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a7a9954-3c73-49bc-846f-4918d662a0ca,no_churn,0.1266416,0,no_churn,-0.0554001953721945,0.1169760176819,0.0399454347204755,0.0461030203905556,0.0445918403636187,0.098451627336135,0.0049319027237925,0.005374208077992,Male,63,No,Yes,Medical Leave,Suburban,Doctor,1673157600
52,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,44943455-035d-433a-8286-129526305869,no_churn,0.2486868,0,no_churn,0.0260903288368717,0.0002344974311199,0.0020519414992304,0.0825524510530885,0.177319479153011,0.0874233753196131,0.105767923774947,0.112867186491276,Male,45,No,Yes,Unemployed,Suburban,Doctor,1673157600
60,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e2e1b864-453e-4abc-ab24-42e943d05bad,no_churn,0.012382881,0,no_churn,-0.065970031097122,-0.0009163784322299,0.0653365391551051,0.0402965039122682,0.078259067381532,0.0873786907680641,-0.0103644202782379,0.0019538788174759,Female,72,No,Yes,Employed,Rural,High School or Below,1673157600
32,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e1fead6f-01f9-48ed-8b7b-e13283b1ac1c,no_churn,0.023249704,0,no_churn,-0.0066802601198378,-0.0129223647668732,0.0104656005537435,-0.0587289886319558,-0.0317705232373191,0.0609305357823268,-0.0182568117355731,-0.0120633365421963,Female,67,Yes,No,Employed,Rural,College,1673157600
29,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a0ef4e88-a360-4b69-86f8-e18b6bfd6fbb,no_churn,0.041910145,0,no_churn,0.102043718493715,-0.0051993629367461,0.0344552551022388,0.0568452375177184,0.103656577785368,0.099389590589617,-0.0303285442329433,-0.0398886207408941,Male,72,No,Yes,Medical Leave,Rural,Bachelor,1673157600
25,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,55b1a185-4e8d-4efd-a433-a7d77b0eec5f,no_churn,0.0286540429999999,0,no_churn,-0.017818939015342,-0.0056899712114136,-0.046633850174021,-0.0304391109065363,-0.0057784974305741,-0.0890566493017377,-0.0338459567478366,-0.0397631784483201,Female,25,No,Yes,Medical Leave,Suburban,Doctor,1673157600
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6b9f4827-7d1b-4529-ac02-d2a6f9d88cd1,no_churn,0.35158667,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,59,No,Yes,Employed,Rural,High School or Below,1673157600
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,a606464e-0065-4e02-ae54-a2e40cf7fa1d,churn,0.39423245,1,churn,-0.21096781401915,-0.0042085548987961,-0.0398239406687935,-0.0070100509161056,0.0665381268027158,0.0240741488534877,-0.0261674395639602,0.0085393746917179,Female,32,No,No,Medical Leave,Suburban,Bachelor,1673157600
39,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1b1f3b3e-ac9b-4696-9cb9-acc87c9fb768,no_churn,0.45316795,0,no_churn,-0.167881174113363,-0.0041473642634809,0.0297459749903737,-0.0245331400763097,-0.0273707331892001,0.0698543729909215,-0.0735617655637997,0.0088676766940079,Female,20,No,No,Employed,Suburban,Master,1673157600
55,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,041d4600-d92e-4782-b1c6-368f62a6ce49,no_churn,0.10875402,0,no_churn,-0.12833927384112,-0.0031829286941137,-0.0515983556973969,-0.0346548944863752,0.000771854820523,-0.095626588883606,0.0102624910015038,0.03334154336153,Female,60,No,No,Employed,Rural,College,1673157600
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,db4183cb-5c21-443a-ad70-079c8ee978f1,no_churn,0.26836473,0,no_churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Female,36,Yes,No,Employed,Suburban,College,1673157600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b3432ffb-5186-4012-b3e0-4c5e8af0c321,no_churn,0.1830758,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,78,No,Yes,Employed,Urban,Doctor,1673157600
68,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,ae18cf64-ed0f-4c5f-8cfb-9e780c8bf312,churn,0.17915423,1,churn,-0.124298018889131,-0.0016426027660418,0.0266791239454869,0.0327151471581328,-0.0244359071373128,-0.140551161449894,0.0090321402922563,0.046141795106696,Male,51,No,Yes,Unemployed,Suburban,College,1673157600
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,7e78012c-9633-4d37-8734-8c6615d88c6e,churn,0.37382582,1,churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Male,43,No,Yes,Unemployed,Suburban,Bachelor,1673157600
17,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,e6b74a68-5b52-4c4e-baed-6a5d3207f159,no_churn,0.36232814,0,no_churn,0.0749232381347792,-0.0028342412123856,0.0317334526089325,-0.0083640771901445,0.119233688348195,0.122235073741667,0.0990151540235274,0.0783648960291611,Female,35,No,Yes,Employed,Rural,High School or Below,1673157600
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0d3a86a5-b25e-4242-81b6-f11aefb9d421,no_churn,0.14017482,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Female,51,No,Yes,Employed,Urban,High School or Below,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,e7f2f993-99ff-47ef-a428-0bb1fe484b66,no_churn,0.01093787,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,77,No,No,Employed,Urban,High School or Below,1673157600
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,0hrs,Disabled,6b4dce5b-b0b8-4e02-b384-afacb55f2eea,no_churn,0.0110096289999999,0,no_churn,-0.11885657376386,-0.0029762253873923,0.0088009920389822,0.0359663603514854,-0.0045585866372039,-0.116831341104844,-0.0247926071741312,-0.0457781697520113,Female,52,No,No,Unemployed,Rural,College,1673157600
19,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9085aebb-90f3-450e-a281-e0151f7eb0d7,no_churn,0.04640291,0,no_churn,-0.0686349347051782,-0.0075356142996315,-0.0227943786105606,-0.0764313467660031,-0.0544508514866538,0.030302481622366,-0.0396641938716948,-0.029817313386502,Female,58,No,No,Disabled,Rural,High School or Below,1673157600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8c0cb882-5dff-429a-b4b9-366b64970783,no_churn,0.21962048,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Female,31,No,No,Employed,Urban,Bachelor,1673157600
1,Yes,No,Low Speed,In_Store_Support,Two year,0hrs,Disabled,53cd0d68-6523-46c0-acf4-195b28c499d3,no_churn,0.0226793379999999,0,no_churn,0.087290873212205,-0.0051732966156487,-0.0181632795762925,-0.0510425263564866,-0.0238313711250702,-0.211118897144806,-0.0191842359298152,-0.0179289006626095,Female,36,No,Yes,Unemployed,Suburban,Bachelor,1673157600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5ea12526-e767-473a-aa34-696f48fcfc3e,churn,0.49492076,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,73,No,Yes,Employed,Suburban,College,1673157600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6c6c917d-6f42-4e31-a1c3-3085ebafb148,churn,0.89093083,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,30,Yes,No,Employed,Suburban,College,1673157600
32,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,acfd37a2-3aa6-4922-8385-8237be5664df,no_churn,0.023249704,0,no_churn,-0.0066802601198378,-0.0129223647668732,0.0104656005537435,-0.0587289886319558,-0.0317705232373191,0.0609305357823268,-0.0182568117355731,-0.0120633365421963,Male,78,No,Yes,Unemployed,Suburban,College,1673157600
72,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,8c6bdf8d-f8e3-4ba8-a0a0-c145dde27a61,churn,0.012206223,0,no_churn,-0.138375108379478,-0.0016063791846318,-0.0405393483241096,0.007046030077181,0.0866678964074708,0.09836033638765,0.058599968913968,0.0918204507764676,Female,27,No,Yes,Retired,Suburban,High School or Below,1673157600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,df285483-197f-4dc5-b34c-cd7258c4c2d9,churn,0.22075205,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,65,No,No,Employed,Suburban,College,1673157600
13,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,589b9da8-2f87-41ea-85f7-7b53b91aefe8,no_churn,0.08823058,0,no_churn,-0.0178140200455527,-0.0187674522543238,-0.108693351608126,-0.0727052824979546,0.0137763469786477,0.0546583069186635,-0.0498598005484746,-0.0696208965484766,Female,43,Yes,Yes,Unemployed,Suburban,Master,1673157600
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6839a95e-edb2-4d32-b56f-a9e0ef86b1a2,no_churn,0.2460691,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,69,No,No,Employed,Urban,High School or Below,1673157600
63,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,7e2179bf-cf2a-4859-9c93-7688d4c05e0f,no_churn,0.0412415079999999,0,no_churn,-0.115382277249537,-0.0037661101807134,-0.0211496042618273,0.0182329890692199,-0.0024918655973124,-0.0843354853025084,-0.0247557591719123,-0.015378039311181,Female,52,No,Yes,Employed,Suburban,Bachelor,1673157600
58,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,5be8b35d-e708-405a-b5af-86a7378ad415,no_churn,0.012724033,0,no_churn,-0.0674914833756702,-0.0041085900096732,0.0010429596207904,-0.0337348306159128,0.0112219727557931,-0.106137170576048,-0.0316628362693518,-0.0381561742162557,Male,50,No,No,Employed,Urban,Bachelor,1673157600
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7245b9c3-00d6-4219-8be5-8a2bbd44f5f8,no_churn,0.30339748,0,no_churn,-0.156591702506871,-0.0033874939015549,0.06202721686328,0.0527053430628438,0.0396398541246071,0.0428450978938963,0.0019152450369983,0.0002233362360311,Female,69,Yes,No,Employed,Urban,College,1673157600
52,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,5f4838e7-0b2a-4b77-b8e8-44f010715bdd,no_churn,0.2486868,0,no_churn,0.0260903288368717,0.0002344974311199,0.0020519414992304,0.0825524510530885,0.177319479153011,0.0874233753196131,0.105767923774947,0.112867186491276,Female,40,No,No,Employed,Suburban,Bachelor,1673157600
22,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1728b040-860d-45bd-9558-8234022e365d,churn,0.18913226,1,churn,0.0258821734165849,-0.0142602892277636,-0.0815111996535642,-0.0633412706391845,-0.0086442126101292,0.0535317583012874,-0.0277883064094021,-0.0222281349840795,Female,67,Yes,No,Employed,Urban,College,1673157600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,13cc0c97-5e0e-4f0f-8aee-f23dfce171e8,no_churn,0.524808,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Female,74,No,Yes,Employed,Urban,Doctor,1673157600
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3bad3994-1479-4c0b-9f0f-6f5950bcb8b0,no_churn,0.5426013,0,no_churn,-0.271018111735066,-0.0047287351429076,0.0232654638454459,0.0012628479240083,0.0229861937811801,0.0234216373795516,-0.0439619528077673,-0.0102534960919183,Female,73,Yes,No,Unemployed,Suburban,College,1673157600
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f6454085-fbeb-4711-972b-d24997cf9fc0,no_churn,0.56884253,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Female,78,No,Yes,Employed,Suburban,Bachelor,1673157600
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a921d680-2cea-4ea5-bae9-08222d68d4bc,churn,0.57219213,1,churn,0.115694489419302,-0.0071768171587973,-0.084195938991379,0.112574091562419,-0.0190208687732956,0.113955789746178,-0.0217789724189424,-0.0342501663811708,Male,38,No,Yes,Employed,Suburban,Master,1673157600
68,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,9533cfa8-28e8-4cd0-9759-46b85f819d18,churn,0.17915423,1,churn,-0.205186340267364,-0.0035335259316843,0.0410949640191984,-0.0007604760665572,0.0290233094490849,0.0554457640622922,-0.0405044750493925,0.0650612955479664,Male,38,No,Yes,Medical Leave,Suburban,College,1673157600
23,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6fff0a46-d208-4834-b8cc-3da7edad1481,no_churn,0.13852237,0,no_churn,-0.126433624181936,-0.0062800773251183,-0.0401938572586186,-0.046728421996122,0.0024063537857728,0.0357677072389742,-0.0434802293829852,-0.0340840022751217,Female,25,Yes,No,Employed,Suburban,Bachelor,1673157600
41,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,adf7c88a-e975-4b5a-9263-b84d95831f3c,no_churn,0.33214465,0,no_churn,-0.0459575262480757,-0.0063941251281357,-0.0084979907825618,0.0409278624339822,-0.137768420463235,0.0287615224758792,-0.0305230203134851,-0.0395744530455886,Female,55,Yes,No,Unemployed,Suburban,High School or Below,1673157600
62,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,29dd7dc9-14ee-4822-a326-f87e01709a1a,no_churn,0.023758912,0,no_churn,-0.125597672535678,-0.0027247831509521,-0.015125380473255,-0.0147430742723918,0.0389218527281809,-0.196545541398582,0.0342481379767377,0.0425403107015336,Male,60,Yes,No,Employed,Suburban,Bachelor,1673157600
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3dbbc8b8-03fc-4ccf-96de-8f10aab84c84,no_churn,0.18125701,0,no_churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Male,47,No,No,Unemployed,Rural,Bachelor,1673157600
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,f21ca6b4-9399-4104-a5ea-75722d376dfa,no_churn,0.27566695,0,no_churn,-0.140467500862196,-0.0147790313741643,-0.0145919950350435,-0.0495181332826359,-0.143651764373171,0.0383970115806914,0.0545669340691438,0.0337455975256943,Male,57,No,Yes,Unemployed,Urban,College,1673157600
52,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,9315b9f5-7040-49a7-87cc-d49e8980338b,no_churn,0.2486868,0,no_churn,0.0260903288368717,0.0002344974311199,0.0020519414992304,0.0825524510530885,0.177319479153011,0.0874233753196131,0.105767923774947,0.112867186491276,Male,39,No,Yes,Employed,Suburban,College,1673157600
8,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,d2c8bdca-f414-4205-ab56-19f30a069c88,churn,0.061024413,1,churn,0.136257798041625,-0.0108311032126312,0.0345736664066225,-0.0158250962974852,0.0920655281729887,0.0948513779163386,-0.0403478686201378,-0.0514371137857779,Female,64,Yes,Yes,Employed,Urban,High School or Below,1673157600
52,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,256dd4c9-4ebe-4a33-ae9b-34d631508de0,no_churn,0.015659614,0,no_churn,-0.0891229707189086,-0.0046616904263646,-0.0191477590911563,-0.104483830196987,0.020797174172294,0.0411990197173508,-0.0436583863792475,-0.0499477080601354,Female,23,No,No,Employed,Urban,College,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2715ea42-4d05-4bd7-811e-f9a0e8c065c9,no_churn,0.37736148,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,65,Yes,No,Employed,Rural,College,1673157600
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,fa1aef10-88da-43b1-b2e5-7a3f1f9d717d,no_churn,0.008049253,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Female,22,Yes,No,Employed,Suburban,College,1673157600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,759e1564-0283-4c2d-b1e9-172f377622a1,churn,0.78407496,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,20,No,Yes,Unemployed,Suburban,Master,1673157600
22,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,decfe0a6-1508-4e1f-b142-bb101070f559,no_churn,0.030824492,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,33,Yes,No,Medical Leave,Rural,Bachelor,1673157600
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,eb7543c3-338b-429e-b77a-97f7836f7523,no_churn,0.09290555,0,no_churn,0.0048024682678214,-0.0015931016179274,0.0663376119909162,0.0782427181115144,0.0473961670890821,-0.0628684494811068,0.0006788198639333,-0.00268904547499,Male,80,Yes,No,Employed,Suburban,High School or Below,1673157600
70,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,c1d9dfaf-9448-409f-80ca-d1589a13c183,no_churn,0.020727811,0,no_churn,-0.0786354876474524,-0.0029239676475936,-0.0126661331988998,-0.0271724889632787,-0.0056393244887749,-0.0885686178157084,-0.0182985967777858,-0.0351215363706796,Female,55,No,No,Employed,Suburban,College,1673157600
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,949f5469-d7b6-48d1-bc79-1a0d097de146,no_churn,0.6998265,0,no_churn,0.168545993908575,-0.0034152852288934,0.0413611357854551,0.150134207297815,-0.0233284440787565,0.141803107094174,-0.0314790051704812,-0.0308162685423121,Female,58,Yes,No,Employed,Suburban,High School or Below,1673157600
54,Yes,No,Low Speed,Phone_Support,Two year,100hrs+,Active,b4e0d973-0820-4460-8682-ea4d00276117,churn,0.020879254,0,no_churn,-0.0255706516914688,-0.0010388671136024,0.007190541916243,-0.0347577069046201,0.098294943583387,-0.0954696539117139,0.062947219968646,0.0893780243242508,Female,52,No,Yes,Medical Leave,Suburban,College,1673157600
39,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,241b11a3-c708-4532-92ef-f5ef2a6d630d,no_churn,0.096743785,0,no_churn,-0.0179261980727551,-0.0103634307353786,-0.0233864003628696,0.0770527183812373,-0.218635878505847,0.0220281835376863,-0.017461479232752,-0.0303336671708711,Female,52,No,No,Unemployed,Suburban,Bachelor,1673157600
9,No,No phone service,High Speed,In_Store_Support,One year,0hrs,Disabled,f1811bee-06f7-4835-8352-a6ebf119c695,churn,0.1437314,1,churn,0.0262123220134708,0.0461618152086066,0.0166714640431519,-0.0717548440091286,-0.0159225995139968,-0.0616865111181141,-0.0122529826150503,-0.0164548148839185,Male,54,No,No,Unemployed,Urban,High School or Below,1673157600
26,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,06f988b5-0baf-4279-939e-1b10bef92a6b,no_churn,0.06219213,0,no_churn,-0.126154331028738,-0.0092035056461099,-0.0417032768874742,0.0417355799041433,-0.0738390702482865,0.037604855742602,-0.0191938412019953,-0.0182725619599114,Female,34,No,Yes,Retired,Suburban,High School or Below,1673157600
70,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,de6afbb9-3b02-4f50-969d-1562d180ada1,no_churn,0.020727811,0,no_churn,-0.0526603157449699,-0.0031575652057199,-0.0911946656918644,-0.0058727527195151,-0.0022845552802664,0.0467777337209372,-0.0126804451148746,-0.0379535847213264,Male,69,No,Yes,Employed,Urban,College,1673157600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5447e8fb-7213-45ec-97f8-6a110df640d0,no_churn,0.5761926,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,35,Yes,Yes,Employed,Suburban,Bachelor,1673157600
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3033fdd4-88a0-49c8-97a8-69233f84b923,no_churn,0.2460691,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,63,Yes,Yes,Unemployed,Suburban,College,1673157600
61,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,98f4e22d-c6d4-4985-b5a3-1f2b92419b10,no_churn,0.009273738,0,no_churn,-0.0628893894904979,0.0949022620045718,0.0532014328589832,0.0255350114466034,-0.0228738784100926,0.125618203304819,0.164809703543987,0.0626705129265724,Male,60,No,No,Employed,Suburban,Bachelor,1673157600
30,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,72fdd40d-2dab-4ff6-835a-20368f6c69d4,no_churn,0.032983728,0,no_churn,-0.0187932898879807,-0.0063334249686886,-0.020870862751135,-0.0392900832986742,-0.0017911211300634,-0.146009894888102,-0.0163098422706207,-0.0196276335796301,Male,61,Yes,Yes,Medical Leave,Urban,College,1673157600
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e5ee0cc1-853a-4ded-9119-e3ad2a39cde5,churn,0.42610258,1,churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,39,No,No,Employed,Urban,Master,1673157600
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,90cd7b5d-706d-4d3f-8476-d6fc627d8a73,no_churn,0.43928233,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,55,No,No,Medical Leave,Rural,College,1673157600
68,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,8b031392-c5e6-476b-a832-bca2d44ef322,churn,0.17915423,1,churn,-0.124298018889131,-0.0016426027660418,0.0266791239454869,0.0327151471581328,-0.0244359071373128,-0.140551161449894,0.0090321402922563,0.046141795106696,Female,39,No,No,Medical Leave,Urban,College,1673157600
25,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,d50c1ffc-9f5e-4903-ad38-f5b3f04449bb,no_churn,0.04356492,0,no_churn,-0.0191730643003393,-0.0045467420199383,-0.0851543220518215,-0.056403492223053,0.101379111564147,0.0652946211757262,0.0542802053393279,0.0996308679620779,Male,80,No,No,Employed,Suburban,Bachelor,1673157600
25,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a31e5340-f00b-4e33-aff6-86ab01147747,no_churn,0.14278601,0,no_churn,0.0002118409287777,-0.0066999596539608,0.0382940631839846,-0.0147493255837616,-0.0895575629492941,0.0023276785991311,-0.0292468549131081,-0.0201060298215634,Male,66,No,No,Employed,Urban,High School or Below,1673157600
67,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8eb6c181-32c6-4d1f-a5a0-15cb171df830,no_churn,0.04277989,0,no_churn,-0.139163557487336,-0.0615318919493802,-0.0168073735839971,0.0120241462862759,-0.0181844906264268,0.0625708031837894,-0.0074112570926627,-0.0105225278310354,Female,55,No,No,Unemployed,Rural,Master,1673157600
30,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,e598b833-2562-441d-9a2f-54cbca62f257,no_churn,0.41742775,0,no_churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Male,34,Yes,Yes,Disabled,Suburban,Bachelor,1673157600
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4aa1356c-b09b-4a02-82dd-cb9994ba2aaa,no_churn,0.35158667,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,63,No,Yes,Employed,Rural,College,1673157600
41,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,6d82c6b0-fe81-4884-9a23-2785aa27c4c0,no_churn,0.28251234,0,no_churn,-0.0766074388807283,-0.001066355584262,-0.0327783673216117,-0.0073771732738032,0.0556377791548766,0.0407282172158738,-0.0185146176027501,0.0009518062381903,Male,37,No,No,Employed,Urban,Bachelor,1673157600
56,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,dfbf76ec-f6fa-4eb5-9223-33507b0dc2cc,no_churn,0.15108068,0,no_churn,-0.0293411682810619,-0.0015266706893635,-0.039585065469746,-0.0017423085180053,0.0957731587464513,0.0689367490377117,0.0271829529398019,0.0712762016887245,Female,41,No,No,Employed,Suburban,Bachelor,1673157600
52,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,5ee942e2-3ad7-47d3-8868-b31235ca430b,no_churn,0.17963111,0,no_churn,-0.0640324545458042,-0.0013772799153957,0.0339849322333975,0.0305955584694038,0.0005080089371676,-0.217073768604314,0.0064362181883734,0.0552659669297645,Female,50,No,No,Medical Leave,Suburban,Master,1673157600
25,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,81078b53-fca9-4ac8-abfe-2531fed31f03,no_churn,0.0286540429999999,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,58,No,Yes,Employed,Suburban,College,1673157600
10,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e2fc222-61e6-43af-92ba-1d7bc18691a1,no_churn,0.08928963,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,78,No,Yes,Employed,Urban,Bachelor,1673157600
3,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,500de587-8b2b-447c-b31c-48a3f0980757,churn,0.9062808,1,churn,0.120884890590169,-0.0037956994121304,0.0609350577887926,-0.0135202473602294,0.046935857552944,0.13424651494719,0.053620718945458,0.0808334292760628,Male,30,No,No,Unemployed,Suburban,High School or Below,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,c0c665eb-75ae-417a-a051-2ad14783b90a,no_churn,0.01093787,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Male,42,No,Yes,Employed,Suburban,Bachelor,1673157600
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f4e9530-23d9-461a-8d78-5a00f9b3434a,churn,0.49492076,1,churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,60,No,Yes,Employed,Urban,High School or Below,1673157600
14,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,14230d07-e628-4a63-84f6-fc107100c4d2,no_churn,0.03105466,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Female,22,No,Yes,Employed,Suburban,Bachelor,1673157600
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cc31f3f7-2ebe-461e-adc9-9cd0417abd8a,churn,0.40031695,1,churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Male,30,Yes,Yes,Unemployed,Rural,High School or Below,1673157600
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f3e4e00-23a9-40af-b94e-fad4f85f0a2d,churn,0.543925,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Male,75,Yes,No,Unemployed,Suburban,College,1673157600
68,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,5f834d50-418d-4266-b6ac-7e57d2d4d00c,no_churn,0.08188963,0,no_churn,-0.0766777606119467,-0.0029117379445233,0.0056133252695963,-0.0274544510902796,-0.0560668223564061,-0.174300218891913,0.0324264208443855,0.030345090429746,Male,57,No,No,Unemployed,Urban,College,1673157600
23,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,b3596527-81ae-4435-aef6-aad3e7b8ad3e,no_churn,0.0735940559999999,0,no_churn,-0.0542490237326774,-0.0040949854199152,0.0423578051882987,0.0310451280158849,-0.0157488914465147,-0.196926123608664,-0.0170000967533087,-0.0544099639085561,Female,27,No,No,Disabled,Urban,Bachelor,1673157600
42,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,589b90ce-b566-4b07-9dfb-3bff44ee97c0,no_churn,0.34942815,0,no_churn,-0.0486601587420091,-0.0024427992816708,-0.0827731032841393,-0.0147266469917485,0.0516846319598516,0.0816621928005952,0.0755843967921373,0.0506453370015606,Male,63,No,Yes,Employed,Suburban,High School or Below,1673157600
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e571037d-539d-47e8-b7f9-45fa8ba9b41e,no_churn,0.448134,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,44,No,Yes,Employed,Urban,College,1673157600
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,72b6d725-c257-4cda-9b98-1ecc2b4da2dd,churn,0.39423245,1,churn,-0.21096781401915,-0.0042085548987961,-0.0398239406687935,-0.0070100509161056,0.0665381268027158,0.0240741488534877,-0.0261674395639602,0.0085393746917179,Female,64,No,No,Employed,Suburban,Bachelor,1673157600
53,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,73bfc26d-9776-4b34-bf4d-5e798c889aa2,no_churn,0.013436596,0,no_churn,-0.123473826432146,-0.0043328414258212,-0.0218296204361649,-0.0760142629438269,0.0260724148015833,0.0229082327645483,-0.0336125953864757,-0.0487436529496699,Male,68,Yes,Yes,Unemployed,Rural,High School or Below,1673157600
68,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,4ca5949d-c23d-457d-8fb1-8068d4932fc4,churn,0.17915423,1,churn,-0.205186340267364,-0.0035335259316843,0.0410949640191984,-0.0007604760665572,0.0290233094490849,0.0554457640622922,-0.0405044750493925,0.0650612955479664,Female,56,Yes,Yes,Employed,Suburban,Master,1673157600
3,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,1fb96da2-8e20-4a60-a1c8-c5b67db9a3bd,churn,0.9062808,1,churn,0.120884890590169,-0.0037956994121304,0.0609350577887926,-0.0135202473602294,0.046935857552944,0.13424651494719,0.053620718945458,0.0808334292760628,Female,30,Yes,Yes,Unemployed,Urban,Bachelor,1673157600
68,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,ac426fdb-694a-42d0-b215-1d9d78b68503,no_churn,0.021252876,0,no_churn,-0.0963336254139994,-0.0015496860122584,0.0123105084391681,-0.0138603722921288,0.0278790467601174,-0.236165114730866,0.0398904854228021,0.058802606530462,Male,63,No,Yes,Medical Leave,Urban,Bachelor,1673157600
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5292bc7c-1e2f-4fd4-a9ec-0af2a1818948,no_churn,0.2460691,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,39,No,Yes,Retired,Suburban,Bachelor,1673157600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,db0423f5-1aee-44fc-add5-89a1c32d2e88,no_churn,0.056493126,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,22,No,Yes,Employed,Urban,Bachelor,1673157600
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f1d7d746-582a-425b-8014-986f1c624d59,no_churn,0.2460691,0,no_churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,23,Yes,Yes,Employed,Suburban,High School or Below,1673157600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a895f318-072d-4519-b460-2c22b3680ebc,no_churn,0.43158895,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,42,No,Yes,Employed,Rural,High School or Below,1673157600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ea43e182-49de-430b-bee3-4b32f1dc64a6,churn,0.78407496,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,44,Yes,No,Employed,Suburban,Master,1673157600
35,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,a406e24b-7907-413d-8cc8-a56b46e9d4d1,churn,0.4278217,1,churn,-0.0142316516710116,-0.003270780582834,0.0615067909147364,0.126815365952607,-0.0315588226626232,0.0927064421704881,0.0038136250475145,0.0142787443499491,Female,72,Yes,No,Medical Leave,Suburban,High School or Below,1673157600
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,92a6ee08-50d6-402c-a428-71d0058d6da5,churn,0.37382582,1,churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Female,26,No,Yes,Employed,Suburban,College,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dffc79c6-3d3e-41f2-9030-7767ea429802,no_churn,0.37736148,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,22,No,No,Employed,Suburban,College,1673157600
63,Yes,No,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,66b9c259-938b-4214-8f10-faf5cd7259b4,no_churn,0.0412415079999999,0,no_churn,-0.115382277249537,-0.0037661101807134,-0.0211496042618273,0.0182329890692199,-0.0024918655973124,-0.0843354853025084,-0.0247557591719123,-0.015378039311181,Male,67,No,Yes,Employed,Suburban,College,1673157600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7c63520b-3159-486e-8ef8-82d3defb4371,churn,0.30501375,1,churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Female,77,No,No,Employed,Suburban,High School or Below,1673157600
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,bfcdda41-1204-4920-8ec2-114b8f47afc8,no_churn,0.008456323,0,no_churn,-0.183021624687744,-0.0107258822935818,-0.0252107759478167,-0.0119680126626735,-0.0759966500395603,0.0320038834885417,0.010590881473563,0.0367685567258922,Female,69,No,Yes,Employed,Suburban,High School or Below,1673157600
56,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a9cddefa-a26f-48e0-9c58-8e8d8a9aa3a0,churn,0.068789445,1,churn,-0.0859974645977126,-0.0040289665294767,0.0012198288694708,-0.0934929065692085,0.0370483915266959,0.0324711816182934,-0.0302420942685785,-0.0460041221987376,Female,65,No,No,Unemployed,Suburban,College,1673157600
56,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f4fdf7e9-0620-4fce-ae9d-eb866ba7e3e6,no_churn,0.15108068,0,no_churn,-0.0293411682810619,-0.0015266706893635,-0.039585065469746,-0.0017423085180053,0.0957731587464513,0.0689367490377117,0.0271829529398019,0.0712762016887245,Female,47,No,Yes,Employed,Rural,Bachelor,1673157600
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,100d8ff8-c390-459f-a9fb-6eea4fb63a6b,churn,0.78732693,1,churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Male,39,No,Yes,Employed,Urban,College,1673157600
49,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,ad27a5e7-8dc1-4eee-9d6e-cfa704a5f77f,churn,0.16362824,1,churn,0.0534395624205535,-0.0036433374363878,0.104428407024998,0.15353883254229,0.0783318935107308,-0.0254276628668958,0.0833429316355705,0.0994632344014462,Male,65,Yes,No,Unemployed,Suburban,Doctor,1673157600
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,012c2c65-11d2-4620-a476-f25be2d746e1,churn,0.48134398,1,churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,78,No,Yes,Employed,Rural,High School or Below,1673157600
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1f1dda6e-bad5-41aa-a1bd-0cfadcdf87ac,no_churn,0.5480997,0,no_churn,-0.12061299796942,-0.0017898511096063,0.0132172689803792,-0.002381001084741,0.062424576891517,0.0212639295164171,-0.0113104613959149,0.0241623862090455,Female,55,No,Yes,Employed,Suburban,Bachelor,1673157600
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d8b4b0c6-e751-44df-b939-e06c86d5305a,no_churn,0.448134,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,67,No,No,Employed,Suburban,High School or Below,1673157600
7,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b65b789d-c214-4be8-b6f7-a4e562d811e9,no_churn,0.24220641,0,no_churn,0.186200689559082,-0.0056594690137899,0.0561805521264705,0.0345097336802246,0.120289871804125,0.103532504433142,-0.0347765601379796,-0.0436606091935982,Female,66,Yes,Yes,Employed,Suburban,College,1673157600
46,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,04462d4b-3274-45c2-a227-1b136d3dfca7,churn,0.39423245,1,churn,-0.21096781401915,-0.0042085548987961,-0.0398239406687935,-0.0070100509161056,0.0665381268027158,0.0240741488534877,-0.0261674395639602,0.0085393746917179,Male,30,Yes,No,Employed,Suburban,High School or Below,1673157600
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1b8a3624-ac17-4bd5-93d5-9a205d4ff274,no_churn,0.5761926,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,73,No,Yes,Employed,Urban,College,1673157600
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c522c180-84fc-4476-ad70-fa17b4968bdb,no_churn,0.24625145,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Male,77,No,No,Employed,Urban,Bachelor,1673157600
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,8bbc6068-a2cb-4a1f-9dab-86d94fb29b44,no_churn,0.0044286093,0,no_churn,-0.162679990288925,-0.0015800447493893,0.0136590731557225,-0.0072087922481296,-0.0781917701841848,0.0574561217560221,0.0197867691291685,0.0597324815771207,Female,63,No,Yes,Unemployed,Suburban,College,1673157600
16,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cdc8757d-cf50-46f9-acc7-529e7fb17451,no_churn,0.14286478,0,no_churn,-0.0289828149432196,-0.0062307672278438,-0.0080020674127445,-0.112858033139855,-0.0874447755417168,0.0522497268075221,-0.0374695017956219,-0.0327879177517661,Female,31,Yes,Yes,Employed,Rural,College,1673157600
55,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b639b98c-4e3f-4b63-87fc-7296f617efe6,no_churn,0.05895467,0,no_churn,-0.0837116304031315,-0.0048885282707851,-0.0815517966274274,0.004040554778403,0.0395999487286008,0.0242852333619703,-0.0403776602968264,-0.0564222717504162,Female,28,Yes,Yes,Employed,Suburban,College,1673157600
49,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,6d40a401-666e-4856-ad4a-6c7c131db2c0,churn,0.16362824,1,churn,-0.0284619860611564,-0.00421304078096,0.105577620401418,0.111782201374472,-0.100373241507477,0.0609795948141436,0.128513434707547,0.0583359411493984,Male,21,Yes,No,Employed,Suburban,College,1673157600
19,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,def65e93-f162-4649-8a05-1923d028882b,no_churn,0.010450746,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Male,56,No,No,Employed,Suburban,Bachelor,1673157600
35,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0a367c15-91c4-478f-95c7-d93e14ae852d,no_churn,0.1266416,0,no_churn,-0.0554001953721945,0.1169760176819,0.0399454347204755,0.0461030203905556,0.0445918403636187,0.098451627336135,0.0049319027237925,0.005374208077992,Female,55,No,No,Employed,Rural,College,1673157600
68,Yes,Yes,High Speed,In_Store_Support,Two year,<50hrs,Active,8359e5ff-df59-498c-93d2-617b660d0d50,no_churn,0.08188963,0,no_churn,-0.0766777606119467,-0.0029117379445233,0.0056133252695963,-0.0274544510902796,-0.0560668223564061,-0.174300218891913,0.0324264208443855,0.030345090429746,Female,79,Yes,No,Employed,Urban,College,1673157600
5,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,ae91dd0f-6e6a-4884-8021-e8bfba882e8d,churn,0.7062842,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,27,No,Yes,Employed,Suburban,College,1673157600
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e77798e6-477a-43a7-84c7-900b7de4e7e0,no_churn,0.5426013,0,no_churn,-0.271018111735066,-0.0047287351429076,0.0232654638454459,0.0012628479240083,0.0229861937811801,0.0234216373795516,-0.0439619528077673,-0.0102534960919183,Female,68,No,No,Employed,Suburban,Bachelor,1673157600
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,122b8a49-2514-4a12-97db-4b58568627d5,no_churn,0.4291632,0,no_churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Female,42,Yes,No,Disabled,Suburban,Bachelor,1673157600
63,No,No phone service,Medium Speed,Phone_Support,One year,0hrs,Disabled,2c3b38a5-4d26-4d73-a3c7-26ffd29149ab,no_churn,0.0169617439999999,0,no_churn,-0.09952880793443,0.0035900346980724,-0.000601772442551,-0.0218040441872835,0.0028516419566585,-0.0766601109608564,-0.0353471249976428,-0.041525967346779,Female,67,No,No,Disabled,Rural,Bachelor,1673157600
72,Yes,Yes,Medium Speed,Phone_Support,Two year,100hrs+,Active,e56a02a3-9120-4e77-a604-ac5ca2454dfd,no_churn,0.007082623,0,no_churn,-0.131381480302325,-0.0024394561009921,-0.0198724099581249,-0.0332322161902538,0.0268771206541714,-0.174946629561946,0.0299550309673304,0.0460138878402722,Male,39,Yes,No,Employed,Urban,High School or Below,1673157600
45,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b12a08b4-bb9e-4f12-840e-565730877c87,no_churn,0.01044831,0,no_churn,-0.14112548837049,-0.0061809562852431,-0.0383162945187086,-0.0455619130086597,0.011043901158755,0.028936366086018,-0.0384071661532652,-0.0394146001168337,Male,24,No,Yes,Unemployed,Rural,Bachelor,1673157600
51,No,No phone service,High Speed,In_Store_Support,One year,<50hrs,Active,f8c2ee6d-1517-4c10-90b3-6ba8b3b21a85,no_churn,0.07315978,0,no_churn,-0.0531674671471728,0.05019829382044,0.0149346507558175,0.0031252495238504,0.003689331592127,-0.0218613781563044,0.0579010658078641,0.0461541062610285,Female,44,No,No,Medical Leave,Suburban,High School or Below,1673157600
45,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,58651538-2ea4-4cf8-8667-879c974b4f3a,no_churn,0.11185791,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Male,76,Yes,No,Employed,Urban,College,1673157600
2,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,5ad72dc3-335e-47a3-9a69-c61cd82379b8,churn,0.3973616,1,churn,0.259282381778703,-0.0056924773072569,-0.0245664237611526,-0.0111712975840328,0.100747413589761,0.146802504136103,0.137915462095552,0.127656287538466,Female,41,Yes,Yes,Employed,Rural,High School or Below,1673157600
6,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,dd3558e7-9340-443c-8bd5-df46728b4bac,no_churn,0.26231158,0,no_churn,-0.0375788426598001,0.0373224034214956,0.006117423604918,-0.0674092467918956,-0.0353231543123627,0.0989107324230735,0.0737815243712668,0.0251530110378371,Male,23,Yes,Yes,Employed,Suburban,Master,1673157600
49,Yes,Yes,Fiber optic,In_Store_Support,One year,<80hrs,Active,5213f312-4525-466d-8254-538ce9a4e31c,churn,0.16362824,1,churn,0.0534395624205535,-0.0036433374363878,0.104428407024998,0.15353883254229,0.0783318935107308,-0.0254276628668958,0.0833429316355705,0.0994632344014462,Male,37,No,Yes,Employed,Suburban,College,1673157600
52,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,2904762f-d45c-4790-b680-926af82e218f,no_churn,0.015659614,0,no_churn,-0.0517198881916192,-0.0038514452693561,-0.0075468776948764,-0.039793068404615,0.0112008590838922,-0.109731760385093,-0.0281325706857387,-0.0394514008645637,Female,46,No,Yes,Employed,Suburban,High School or Below,1673157600
37,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7115d6c1-9afb-4f87-92ab-b9226940710f,no_churn,0.091117494,0,no_churn,-0.0861621355235456,-0.007507124429303,-0.0119025022908317,-0.039572774323642,0.0220197502096016,0.0416437062845579,-0.0243879623229258,-0.0331571090797115,Male,74,No,Yes,Employed,Urban,High School or Below,1673157600
26,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,ed8e61a7-d119-4e01-8806-8f468e1ce831,no_churn,0.06219213,0,no_churn,-0.0967684901862139,-0.003885804234851,-0.0290863022115172,0.0296872003981025,-0.0378567944972564,-0.0820378964956671,-0.0212310590806009,-0.0278470069958166,Female,59,No,No,Employed,Suburban,College,1673157600
37,Yes,No,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,b2ca7db9-caac-43a1-94f2-8ab801735509,no_churn,0.3040768,0,no_churn,-0.128372264404607,-0.0107114718337106,-0.0790015982426848,0.0706559510498118,-0.0503930750606196,0.052283698000283,-0.0104491140810023,-0.0080660512427857,Female,41,No,Yes,Employed,Suburban,High School or Below,1673157600
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,edc55e68-d3a7-44b4-9e81-d91f58d39c82,no_churn,0.56884253,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Female,51,No,Yes,Medical Leave,Urban,College,1673157600
10,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,33c37d77-c131-412a-8847-010feaa7e88c,no_churn,0.103763506,0,no_churn,0.0616450931444251,0.0002660521620782,0.0764637380181602,0.0037715353751082,-0.0363351459322484,-0.06858133945203,0.124153340936118,0.0895905760601772,Female,44,No,Yes,Medical Leave,Suburban,High School or Below,1673157600
45,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e91071c5-0808-4220-b3f6-cb9dfcc1dea2,no_churn,0.05708909,0,no_churn,-0.129183504518096,-0.0178282205707728,-0.0232264651472542,-0.0273851084835951,-0.0325255827252658,0.0257646975473926,-0.0206499211203663,-0.0139920468801938,Female,77,No,Yes,Unemployed,Suburban,Bachelor,1673157600
26,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a008e724-090e-4d46-a083-ba7218544dc1,no_churn,0.10828307,0,no_churn,-0.0085111992862312,0.082948087692057,0.0113804933782194,0.0125098586969306,0.0384942433564174,0.0998310530903563,-0.0018787171266194,0.0062000345841988,Female,23,No,Yes,Employed,Rural,Bachelor,1673157600
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7816980f-ef02-464b-bd43-578c1ed55a91,no_churn,0.04746671,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Female,26,No,No,Unemployed,Urban,Bachelor,1673157600
55,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d06cf023-fd3a-46c3-a6be-b8343f6ca563,no_churn,0.10875402,0,no_churn,-0.167736110348451,-0.0048889293214961,-0.106113228373724,-0.0809462727523532,0.0393321213665331,0.0365149621541877,0.0022812502011947,0.0425300562077973,Female,63,No,Yes,Employed,Urban,College,1673157600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0a59f2a4-1bac-4911-bea6-808543bf430b,no_churn,0.0946966259999999,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Male,79,No,No,Employed,Suburban,High School or Below,1673157600
5,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,f862525b-e3d8-4133-8254-e661ba10589f,churn,0.7062842,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Male,51,No,No,Employed,Suburban,High School or Below,1673157600
70,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,f18365fd-1b56-495a-a499-d6aaa1cb0d52,no_churn,0.0061778419999999,0,no_churn,-0.0665233164437631,-0.0031911918201694,0.008400813602293,-0.0111752377658558,-0.0045238291834539,-0.148784206972305,-0.0191733672086047,-0.0240558163791138,Female,34,No,No,Employed,Rural,Bachelor,1673157600
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4d5f39bf-4be5-4b12-a6f1-0efda053ee19,no_churn,0.35158667,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Male,49,Yes,Yes,Medical Leave,Rural,College,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1f781bf8-d4cf-42a2-9601-72d6895c1422,churn,0.7300206,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,39,Yes,Yes,Employed,Urban,College,1673157600
64,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,c88aeca2-95dd-4e2e-8119-8a189adc4832,no_churn,0.20665756,0,no_churn,-0.294336385013867,-0.0038379979233423,0.0251060025918514,-0.0750963725964584,0.0021386286546385,0.0434732621402736,0.0173476265875615,0.0161790838062916,Female,54,Yes,No,Unemployed,Suburban,College,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,5b625d36-1b66-45a0-8492-0f9d3890d4de,no_churn,0.44220597,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,42,No,Yes,Unemployed,Suburban,Master,1673157600
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a85f71a5-6232-490b-a446-d339167de443,no_churn,0.59286696,0,no_churn,0.0903998769505688,-0.0054801443580254,-0.0472017323007821,-0.0187541383683492,0.130616016730219,0.112325728322685,0.178609471442887,0.089827823415726,Male,59,No,No,Employed,Suburban,Master,1673157600
68,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,627e6a1e-f298-47cf-b0c5-0886b2d7ce95,churn,0.17915423,1,churn,-0.124298018889131,-0.0016426027660418,0.0266791239454869,0.0327151471581328,-0.0244359071373128,-0.140551161449894,0.0090321402922563,0.046141795106696,Female,78,No,No,Unemployed,Suburban,Bachelor,1673157600
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0253c9d-e222-40d7-8a24-25c8514adeaf,no_churn,0.524808,0,no_churn,0.0496435282594166,-0.0007952950696926,0.0279760071498276,0.0401624100284607,0.0142621555627465,0.130265485488576,-0.0384658029028196,-0.044442808567328,Male,73,No,Yes,Employed,Suburban,Master,1673157600
5,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a0d1734f-344e-4a73-8ed1-a2116f5fcc62,churn,0.48889494,1,churn,0.122930238099871,-0.0119534655508141,0.0379406842708158,-0.0360809053324192,-0.11174873186782,0.0798127196520818,-0.0238674919113327,-0.0111068131946376,Male,80,No,Yes,Employed,Suburban,High School or Below,1673157600
15,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,cb496809-8757-4f33-bece-9e9098a901b1,no_churn,0.18125701,0,no_churn,0.193083366479022,-0.007260960830772,0.106359301558969,0.0609016788849112,-0.0770508253641946,0.115182389913398,0.0080621522222827,0.007602739958038,Male,32,No,No,Employed,Suburban,Bachelor,1673157600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,01511ff2-3610-4c11-ac1f-b0041e857ea3,no_churn,0.0226793379999999,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,64,Yes,Yes,Disabled,Suburban,Bachelor,1673157600
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2980f722-c4fb-4c02-8dc3-73867c8d6f25,churn,0.6794175,1,churn,-0.0274700466620652,-0.0028273791507308,-0.100454673506979,-0.023757175520036,0.0786110329065104,0.0719940993430736,-0.0690277151814234,0.0676199896279922,Male,71,No,Yes,Medical Leave,Suburban,College,1673157600
25,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,5e5c5baf-89c8-43b2-99e3-0dfb78f4a9f8,no_churn,0.0286540429999999,0,no_churn,-0.017818939015342,-0.0056899712114136,-0.046633850174021,-0.0304391109065363,-0.0057784974305741,-0.0890566493017377,-0.0338459567478366,-0.0397631784483201,Male,77,No,No,Employed,Suburban,High School or Below,1673157600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,13647398-e65d-4efa-8973-e76265259e89,churn,0.22075205,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,64,Yes,Yes,Employed,Suburban,College,1673157600
55,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5c7e6cf1-a7bd-4e89-9168-603a4f3d9a14,no_churn,0.05895467,0,no_churn,-0.0837116304031315,-0.0048885282707851,-0.0815517966274274,0.004040554778403,0.0395999487286008,0.0242852333619703,-0.0403776602968264,-0.0564222717504162,Female,30,Yes,Yes,Unemployed,Urban,Bachelor,1673157600
30,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,9c52ee72-814b-4e80-b86c-7a5341d2e175,no_churn,0.018584367,0,no_churn,-0.0281921003127172,-0.0040235601424865,-0.062739049735137,0.0470988864698847,0.0812413256815489,0.0609386555822675,-0.02838070234935,0.0273637291703744,Male,40,Yes,No,Employed,Urban,Bachelor,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,eae227b1-912d-4103-a4c5-866c37a9cda2,no_churn,0.02713207,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Female,24,Yes,Yes,Unemployed,Suburban,College,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8244a479-5136-4af6-a1cf-c4c3ee48ff27,churn,0.7300206,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,52,No,No,Unemployed,Rural,Bachelor,1673157600
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,98acba74-b8ae-4ffd-8f9e-69e7b4ee0217,no_churn,0.5426013,0,no_churn,-0.271018111735066,-0.0047287351429076,0.0232654638454459,0.0012628479240083,0.0229861937811801,0.0234216373795516,-0.0439619528077673,-0.0102534960919183,Male,74,No,Yes,Unemployed,Suburban,Bachelor,1673157600
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,bc54c9d3-716e-4202-861a-1f3919294363,no_churn,0.0063636519999999,0,no_churn,-0.111906389242054,-0.0021085762093161,0.0420725098069988,0.0493628434242782,0.0470304609753657,-0.0794307249387429,0.0643952292779022,0.0541536856376024,Female,64,No,No,Employed,Suburban,College,1673157600
58,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,4045958c-13eb-4b24-9383-1852fd75aa84,no_churn,0.012724033,0,no_churn,-0.0674914833756702,-0.0041085900096732,0.0010429596207904,-0.0337348306159128,0.0112219727557931,-0.106137170576048,-0.0316628362693518,-0.0381561742162557,Male,24,Yes,No,Unemployed,Suburban,College,1673157600
42,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,04e2b050-80ad-4548-8494-13355cae4196,no_churn,0.34942815,0,no_churn,-0.0486601587420091,-0.0024427992816708,-0.0827731032841393,-0.0147266469917485,0.0516846319598516,0.0816621928005952,0.0755843967921373,0.0506453370015606,Female,43,Yes,Yes,Unemployed,Rural,High School or Below,1673157600
71,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,60d2cb48-09e4-41c7-afcb-e8b7b9ae17d8,no_churn,0.019659052,0,no_churn,-0.112031371737949,-0.0031339190943617,0.0266357440499086,0.0299783690820368,-0.14527205022091,0.0579048177222557,0.0526853553498494,0.0457069042850525,Female,70,No,No,Unemployed,Suburban,Master,1673157600
67,No,No phone service,Medium Speed,In_Store_Support,One year,0hrs,Disabled,87f56cc9-8169-4d47-bda0-dca13a16b49c,no_churn,0.04277989,0,no_churn,-0.104133201992731,0.0023355084144168,-0.0046115177082992,-0.0158629748566863,-0.0157328710594356,-0.096874686326646,-0.0176133085803394,-0.0165331002469247,Female,55,No,Yes,Retired,Rural,Master,1673157600
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,f8b28f98-a736-4a54-a113-3e49d787c41e,churn,0.18136846,1,churn,0.0048024682678214,-0.0015931016179274,0.0663376119909162,0.0782427181115144,0.0473961670890821,-0.0628684494811068,0.0006788198639333,-0.00268904547499,Female,52,No,No,Employed,Suburban,College,1673157600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,2caeb436-082e-4468-a299-b152e214f78c,churn,0.64271957,1,churn,0.213885541732279,-0.0123881181697288,-0.0667571947057513,-0.114755659887505,-0.0736995424042106,0.112097252864169,0.107314505813956,0.0252770642983341,Female,53,No,No,Employed,Rural,College,1673157600
3,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9e5299f7-a6cd-4cf9-bee6-4e7e41d3a000,churn,0.9062808,1,churn,0.120884890590169,-0.0037956994121304,0.0609350577887926,-0.0135202473602294,0.046935857552944,0.13424651494719,0.053620718945458,0.0808334292760628,Female,42,No,No,Unemployed,Suburban,Bachelor,1673157600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a9d1ce13-bb15-4f9b-b7d9-4285b0b9778c,churn,0.67666334,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Male,52,No,No,Employed,Rural,Bachelor,1673157600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,67624400-84b8-4f16-b50c-7db65afd2855,churn,0.22075205,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,38,Yes,No,Unemployed,Suburban,Bachelor,1673157600
32,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,536cc3da-2ca2-4be0-98a5-bbba5f61ce30,no_churn,0.023249704,0,no_churn,-0.0066802601198378,-0.0129223647668732,0.0104656005537435,-0.0587289886319558,-0.0317705232373191,0.0609305357823268,-0.0182568117355731,-0.0120633365421963,Female,67,No,Yes,Unemployed,Suburban,College,1673157600
25,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5afb1f9e-63e1-46f8-99c5-bbafb7be530b,no_churn,0.0286540429999999,0,no_churn,-0.064142719735928,-0.0171243829889681,-0.098993574153983,-0.07844882373166,0.0224239599985139,0.0374730398230985,-0.0329672545825906,-0.0372463950864766,Female,45,No,No,Employed,Urban,Bachelor,1673157600
18,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4ebb4a22-e230-43b9-86b5-94c1f0fd649e,no_churn,0.05195672,0,no_churn,-0.020945282536868,0.0697312598336611,0.0248026183250658,-0.0207879253399914,0.0162800450986651,0.0690203961471706,-0.0365958508678522,-0.0537933154072379,Female,22,No,Yes,Disabled,Suburban,High School or Below,1673157600
71,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f8949a81-3a0f-4cdd-9715-e0b989d70bb1,no_churn,0.0019261544,0,no_churn,-0.0571057582113007,-0.00368569897415,0.0016734813954462,-0.0290940157308068,0.0021204870766814,0.056373049927788,-0.01651269171286,-0.0127950062667878,Female,49,No,Yes,Employed,Suburban,College,1673157600
68,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,0c016495-5ca6-4f61-a9a8-67f53b8b3a22,no_churn,0.02750382,0,no_churn,-0.0672208355048587,-0.0043901024978731,-0.0293352311069429,-0.0238996674128611,0.004524312673484,-0.0944662216615415,-0.0237088593581756,-0.0305295486591148,Male,38,No,No,Medical Leave,Urban,College,1673157600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f97f221f-4a6e-44ae-8dde-b7cb7d847fda,churn,0.67666334,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Male,39,No,Yes,Employed,Suburban,High School or Below,1673157600
11,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,6aacca9a-89e6-450b-8cf8-464fbe5942be,no_churn,0.32608157,0,no_churn,-0.0266750886190197,-0.0723258022433219,-0.0592470865473478,-0.0561049534166886,-0.0475860234137826,0.0723808012113181,0.0367490936485569,0.0337829057582598,Male,72,Yes,No,Unemployed,Urban,College,1673157600
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2201f66f-5a0f-4f24-8978-6e4e04fc84b4,no_churn,0.5426013,0,no_churn,-0.271018111735066,-0.0047287351429076,0.0232654638454459,0.0012628479240083,0.0229861937811801,0.0234216373795516,-0.0439619528077673,-0.0102534960919183,Female,77,No,Yes,Employed,Suburban,Bachelor,1673157600
60,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,facbaf61-d84d-4ba1-8a21-6ed4c87079df,no_churn,0.012382881,0,no_churn,-0.065970031097122,-0.0009163784322299,0.0653365391551051,0.0402965039122682,0.078259067381532,0.0873786907680641,-0.0103644202782379,0.0019538788174759,Female,42,Yes,Yes,Unemployed,Suburban,High School or Below,1673157600
55,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,abf63837-45cd-482a-8993-cb178cb3494a,no_churn,0.05895467,0,no_churn,-0.0837116304031315,-0.0048885282707851,-0.0815517966274274,0.004040554778403,0.0395999487286008,0.0242852333619703,-0.0403776602968264,-0.0564222717504162,Female,57,Yes,No,Unemployed,Suburban,Bachelor,1673157600
5,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,af3ddbbd-1770-4a0b-bde4-f19d594553b6,no_churn,0.121155374,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,76,No,Yes,Employed,Suburban,Bachelor,1673157600
30,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,880feda8-a6cd-47a6-a2c7-3fc664cb3e4b,no_churn,0.018584367,0,no_churn,-0.0281921003127172,-0.0040235601424865,-0.062739049735137,0.0470988864698847,0.0812413256815489,0.0609386555822675,-0.02838070234935,0.0273637291703744,Female,70,No,No,Unemployed,Suburban,Bachelor,1673157600
21,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,ce9a1ced-f198-48d0-8ca9-54f0aec96ff2,churn,0.26786843,0,no_churn,-0.0300100627890788,-0.0160840735476085,-0.0415514524264108,-0.0179119202703259,-0.128450825593172,0.0476561066767681,-0.0047219045359634,0.0120479811831319,Male,40,No,No,Employed,Rural,Bachelor,1673157600
47,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,3ff36d42-f8e9-44c0-b6d6-f684f164e943,no_churn,0.05110263,0,no_churn,-0.0270832334435544,-0.0049372510081775,0.0123312894674745,-0.0248233572680874,0.0177265420488765,-0.19771377160987,-0.0175633218379516,-0.0269630481469721,Female,55,Yes,No,Employed,Suburban,Doctor,1673157600
29,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,376eeff0-485c-444c-9dbe-082e8500fd93,no_churn,0.041910145,0,no_churn,0.102043718493715,-0.0051993629367461,0.0344552551022388,0.0568452375177184,0.103656577785368,0.099389590589617,-0.0303285442329433,-0.0398886207408941,Male,26,No,No,Unemployed,Suburban,High School or Below,1673157600
30,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,72a1103b-538a-4a1c-be13-2f2c2aae605a,churn,0.21776661,1,churn,0.0724417265847205,-0.0146698697116153,-0.0374154751974674,-0.07052044690834,0.0607456638602889,0.0909774987265882,-0.0069799503918602,0.0047168543356019,Male,74,No,Yes,Employed,Suburban,Bachelor,1673157600
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9a2856c-9f8a-40a6-931c-9ac04f3eddcc,churn,0.6652066,1,churn,0.0254717440346485,-0.002200791553987,0.0366088942953683,0.0067414527610071,0.0266201941414419,0.121255023005201,-0.0388679849845539,-0.0419144842542345,Male,32,Yes,Yes,Unemployed,Rural,College,1673157600
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,44ef403f-8779-41da-a6af-b03e3656bcbe,no_churn,0.006673165,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,33,No,Yes,Employed,Urban,College,1673157600
56,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,f31eee50-97cc-4629-a3de-8c198e8c11fa,no_churn,0.15108068,0,no_churn,-0.0293411682810619,-0.0015266706893635,-0.039585065469746,-0.0017423085180053,0.0957731587464513,0.0689367490377117,0.0271829529398019,0.0712762016887245,Male,46,No,Yes,Employed,Suburban,High School or Below,1673157600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,35c87b1e-5229-4e89-b0fd-2fd0c5be4c89,no_churn,0.46990055,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,52,No,No,Employed,Suburban,College,1673157600
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,17fa0adc-63cd-4926-b42b-e90690a26d47,no_churn,0.014966637,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Female,58,Yes,No,Disabled,Suburban,College,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d0d4f064-9235-4726-bebb-b5475f8326e3,churn,0.7300206,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,26,Yes,Yes,Unemployed,Suburban,High School or Below,1673157600
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,eb2eca81-8818-4f64-866c-9c474aa56102,churn,0.37382582,1,churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Male,39,No,Yes,Medical Leave,Suburban,College,1673157600
16,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,514f7ff1-dd53-434a-a6c6-b53d8821d390,churn,0.79991394,1,churn,0.0328288982714502,-0.0045216835099381,0.0572117660659205,-0.106215082837275,0.0812991195257109,0.0905999990217242,-0.0438142662691825,0.0492636686910145,Female,68,No,Yes,Medical Leave,Urban,College,1673157600
18,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,d8035c73-3061-458f-abed-c04aee4c0eac,churn,0.7169572,1,churn,-0.0210817198069617,-0.0052350134392872,0.0713680389224555,-0.029659750944902,0.0616344507005851,0.0973830292247476,0.0679364170546523,0.0751284020200546,Female,70,Yes,Yes,Employed,Suburban,College,1673157600
52,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5e561ce0-c30a-42ec-b55d-65c11f44b363,no_churn,0.19831344,0,no_churn,-0.151923654696748,0.0161897387265798,0.0024540302144941,-0.0366200724228565,-0.0685866643528333,0.0400063222871358,-0.0359129859683434,-0.024632865690819,Female,80,No,Yes,Unemployed,Suburban,High School or Below,1673157600
16,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dec28488-d614-443c-9a93-281294ca1f75,no_churn,0.22124937,0,no_churn,0.103155172808838,-0.0048148354626755,-0.0267934860802961,0.0253934072238007,-0.0628383842554467,0.0960901231202478,-0.0127813485440037,-0.023743789190039,Male,35,Yes,Yes,Unemployed,Suburban,High School or Below,1673157600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6dcd8032-acf5-4e87-ab8b-ce9c67b5cc22,churn,0.67666334,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Female,57,No,Yes,Unemployed,Urban,High School or Below,1673157600
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1019af20-abc4-40ae-b512-7e00dc7cebeb,no_churn,0.43158895,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,39,No,Yes,Employed,Suburban,College,1673157600
18,No,No phone service,Low Speed,Phone_Support,One year,0hrs,Disabled,33b989cf-9373-44c2-8cd1-b6c0845250ca,no_churn,0.05195672,0,no_churn,-0.0281708960302967,0.071224487359268,0.0222676552660232,0.0323926768090314,0.014707756780499,-0.0803234126652569,-0.0273457018015688,-0.0357787145410657,Female,31,No,No,Unemployed,Rural,High School or Below,1673157600
64,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,a4da5839-a96a-495b-a21f-6bd70db755bc,no_churn,0.045313627,0,no_churn,-0.169080398329515,-0.0048857032635351,0.0131362296028873,0.0474989798901879,0.0981182507521953,0.0525782944639831,0.0376450063671654,0.0439631939508672,Female,21,Yes,No,Unemployed,Urban,Bachelor,1673157600
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,38abd3d3-c22f-4b30-805f-1b80d1f513bf,no_churn,0.56884253,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Male,78,No,No,Employed,Urban,High School or Below,1673157600
18,No,No phone service,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e8d2a0f5-693f-43fc-a907-8bdb49fc28a5,no_churn,0.05195672,0,no_churn,-0.020945282536868,0.0697312598336611,0.0248026183250658,-0.0207879253399914,0.0162800450986651,0.0690203961471706,-0.0365958508678522,-0.0537933154072379,Male,49,Yes,No,Employed,Suburban,Bachelor,1673157600
39,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,8791623b-5751-4d5a-b8d1-cb79cfd25653,no_churn,0.45316795,0,no_churn,-0.167881174113363,-0.0041473642634809,0.0297459749903737,-0.0245331400763097,-0.0273707331892001,0.0698543729909215,-0.0735617655637997,0.0088676766940079,Female,25,No,Yes,Employed,Suburban,College,1673157600
32,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,9d39629b-b4c7-49a5-953c-923d41f4a023,no_churn,0.023249704,0,no_churn,-0.0158484041745123,-0.0052253484746142,-0.0102900400735416,-0.0445174578823571,-0.0360475418524583,-0.102315600434431,-0.0211612682489976,-0.0336204904010628,Female,70,No,No,Employed,Urban,Bachelor,1673157600
48,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,d98ccb65-0717-4426-bc74-1286a47d53a8,no_churn,0.14471486,0,no_churn,-0.116050381707209,-0.0032237797927155,0.022306892258166,-0.0405366452104317,-0.113070531019675,0.0811872286697689,0.101940848895329,0.060086887578991,Male,35,No,Yes,Medical Leave,Suburban,Master,1673157600
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,fa469a06-6a05-431d-ab5a-36c5630575eb,churn,0.18136846,1,churn,0.0048024682678214,-0.0015931016179274,0.0663376119909162,0.0782427181115144,0.0473961670890821,-0.0628684494811068,0.0006788198639333,-0.00268904547499,Female,69,No,Yes,Medical Leave,Suburban,College,1673157600
7,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2e4d94ed-80f3-406a-a269-ccd55f143969,no_churn,0.1830758,0,no_churn,0.0291119637462907,-0.0019894528946315,-0.000106889738945,-0.0255055626503963,-0.0164991351437129,0.0648979377643081,-0.0167956492928988,-0.010831989093931,Male,74,Yes,Yes,Employed,Suburban,High School or Below,1673157600
30,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ca6ee34c-1552-4828-a1b8-d185cfceb377,churn,0.21776661,1,churn,0.0724417265847205,-0.0146698697116153,-0.0374154751974674,-0.07052044690834,0.0607456638602889,0.0909774987265882,-0.0069799503918602,0.0047168543356019,Male,62,No,No,Employed,Suburban,College,1673157600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,105e5f07-3cf7-406a-a179-890fe2cf0017,no_churn,0.11819661,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,33,Yes,No,Medical Leave,Suburban,Bachelor,1673157600
13,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3102846e-00c3-41dd-b3cc-6b6b9e597144,no_churn,0.08823058,0,no_churn,-0.0178140200455527,-0.0187674522543238,-0.108693351608126,-0.0727052824979546,0.0137763469786477,0.0546583069186635,-0.0498598005484746,-0.0696208965484766,Male,31,Yes,Yes,Employed,Suburban,High School or Below,1673157600
29,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,20176d52-f5ea-4f7b-a3f4-566ed28537c3,no_churn,0.041910145,0,no_churn,0.102043718493715,-0.0051993629367461,0.0344552551022388,0.0568452375177184,0.103656577785368,0.099389590589617,-0.0303285442329433,-0.0398886207408941,Male,72,Yes,Yes,Unemployed,Suburban,High School or Below,1673157600
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8f493610-a95b-4cab-99a9-39377d128fde,no_churn,0.43928233,0,no_churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,26,No,No,Unemployed,Rural,Bachelor,1673157600
43,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9bbc9159-a49a-467e-90dd-02610d9d5efe,no_churn,0.0069150444999999,0,no_churn,-0.0362280747799104,-0.0007893214645991,0.0724165663814528,0.012202371917665,0.0862704990411839,0.0965642587939055,-0.013962828305066,-0.0082853357958447,Male,54,No,No,Employed,Urban,College,1673157600
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3ba19fd0-3f48-4f4d-8a07-105eab8ca305,churn,0.67666334,1,churn,0.131170888368151,-0.0042236910449719,0.124869222442931,0.0979654653121997,0.101844876651603,0.115712144395957,0.0438594460091189,0.0647755084608525,Female,51,Yes,Yes,Employed,Urban,College,1673157600
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,b6dc1497-1b14-4f64-b610-6406e5f1fe11,no_churn,0.09290555,0,no_churn,0.0048024682678214,-0.0015931016179274,0.0663376119909162,0.0782427181115144,0.0473961670890821,-0.0628684494811068,0.0006788198639333,-0.00268904547499,Female,79,Yes,No,Employed,Rural,College,1673157600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2cd61abd-390a-445d-8f91-e196a6084dcd,churn,0.89093083,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,71,Yes,Yes,Unemployed,Urban,College,1673157600
35,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,ce603928-c63d-4912-853a-8f5126f050f0,no_churn,0.116917215,0,no_churn,-0.0285033908215518,-0.0031446296855756,-0.0984382746434721,0.0618380507218716,0.0081588864741161,-0.171639118542062,-0.0092086632536393,-0.0280890095277027,Female,23,Yes,No,Employed,Urban,Bachelor,1673157600
8,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,c0646821-29d8-40c8-9ead-aa11414683a8,churn,0.061024413,1,churn,0.0409238674643256,-0.0067211746877637,0.0058398359074999,-0.0078470838483553,-0.0022063234131019,-0.129999570321315,-0.0241726487565483,-0.0410097183762809,Male,52,Yes,Yes,Employed,Suburban,High School or Below,1673157600
19,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,49ea661f-f8d4-4ac7-b7e4-3701393502d3,no_churn,0.010450746,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Male,25,No,Yes,Medical Leave,Urban,Master,1673157600
19,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,432918c1-a0b0-48d2-b6c8-3311167b0c44,no_churn,0.14235735,0,no_churn,0.0450540353838368,-0.0053736913067041,-0.064106812629725,-0.0126894641589751,0.114764727962229,0.088948932745443,0.0974488351327454,0.110609828794841,Male,30,No,No,Employed,Suburban,High School or Below,1673157600
3,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,8dd6ba22-d32b-4e5f-9406-88dd83d50ed7,churn,0.9062808,1,churn,0.120884890590169,-0.0037956994121304,0.0609350577887926,-0.0135202473602294,0.046935857552944,0.13424651494719,0.053620718945458,0.0808334292760628,Male,60,No,No,Employed,Suburban,Master,1673157600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d934b457-aa60-4f04-926e-b3de2ac6e1e7,no_churn,0.21962048,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,33,No,No,Employed,Rural,College,1673157600
64,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,4c8e9cf8-f69b-4504-922e-ab2d9b0112f3,no_churn,0.20665756,0,no_churn,-0.294336385013867,-0.0038379979233423,0.0251060025918514,-0.0750963725964584,0.0021386286546385,0.0434732621402736,0.0173476265875615,0.0161790838062916,Male,30,No,Yes,Employed,Rural,High School or Below,1673157600
68,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,7e8e754a-ebd0-4f52-8c80-3a945ae9975b,churn,0.17915423,1,churn,-0.205186340267364,-0.0035335259316843,0.0410949640191984,-0.0007604760665572,0.0290233094490849,0.0554457640622922,-0.0405044750493925,0.0650612955479664,Male,43,No,Yes,Unemployed,Suburban,Bachelor,1673157600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,91535818-df5d-47bf-a4f7-ec2ec58f51e3,churn,0.54623204,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Female,70,No,No,Disabled,Suburban,College,1673157600
39,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,8eeb0aa0-93a5-4fe8-8357-c893c060949e,no_churn,0.03657969,0,no_churn,-0.0257755300385179,-0.0061110714675123,0.0055124770563998,-0.0219436957380094,0.0138870516142742,-0.17333885163689,-0.020660812663591,-0.0305957194404982,Male,33,Yes,No,Employed,Suburban,College,1673157600
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1971f286-ca98-4d15-ac1c-a60e515f8b73,no_churn,0.46990055,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,37,No,No,Unemployed,Suburban,High School or Below,1673157600
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,141f09e0-87ff-460e-8371-de68bf050f41,churn,0.21039075,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,29,Yes,No,Unemployed,Suburban,High School or Below,1673157600
57,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,3aa7d2eb-6d7d-4e6f-83d9-7e7ee39f7364,no_churn,0.1780481,0,no_churn,-0.201653201160939,-0.0068593580187734,-0.0040711467952041,0.0350657107676124,-0.0691272819299365,0.0192551788632363,-0.0193850337955336,-0.0222510202188732,Female,63,No,No,Employed,Suburban,Bachelor,1673157600
13,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,7e402c03-7786-4d66-88bc-3feba2a1128c,no_churn,0.4599287,0,no_churn,0.0173677354643223,0.0387435080833392,-0.0541952377261486,-0.0674178780539341,0.0005381760537147,0.0793641245547587,-0.0706387230297195,0.025545474188184,Female,56,No,Yes,Employed,Urban,Bachelor,1673157600
64,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<50hrs,Active,dfa54c27-3f53-4621-a5ca-8700377aa4d2,no_churn,0.3161521,0,no_churn,-0.246541928529368,-0.0044146829681267,-0.0222047272317558,0.0009017367366868,-0.0402726562382304,0.0253696520775884,0.031592730973407,0.0132103893803923,Female,67,No,Yes,Employed,Suburban,High School or Below,1673157600
19,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ced9ae5-415d-4f81-9a8a-6a3435b6e09a,no_churn,0.010450746,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Male,36,No,No,Disabled,Suburban,Master,1673157600
34,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,9e0ffecf-5920-4a50-9c6f-6bf93a4c753c,no_churn,0.04746671,0,no_churn,-0.0258646064402819,-0.0042091891154086,-0.0318491686356537,-0.0986821808665809,0.0086310968493035,-0.0641554556955361,-0.0189675265804817,-0.0339291229795617,Female,34,Yes,Yes,Employed,Suburban,High School or Below,1673157600
13,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,3c7914c2-ef75-4be0-8ce0-c951be7ff80b,no_churn,0.4599287,0,no_churn,0.0173677354643223,0.0387435080833392,-0.0541952377261486,-0.0674178780539341,0.0005381760537147,0.0793641245547587,-0.0706387230297195,0.025545474188184,Male,52,No,No,Employed,Suburban,College,1673157600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,80b89716-c160-4ed4-ab69-93d523650d3a,churn,0.89203274,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,44,No,No,Unemployed,Suburban,College,1673157600
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b1154a63-e463-4f9c-8d78-9a2d5ba41e98,no_churn,0.008456323,0,no_churn,-0.183021624687744,-0.0107258822935818,-0.0252107759478167,-0.0119680126626735,-0.0759966500395603,0.0320038834885417,0.010590881473563,0.0367685567258922,Female,26,No,No,Retired,Suburban,High School or Below,1673157600
60,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e10f6347-c4ce-4431-bbfd-a77b87af0426,no_churn,0.012382881,0,no_churn,-0.065970031097122,-0.0009163784322299,0.0653365391551051,0.0402965039122682,0.078259067381532,0.0873786907680641,-0.0103644202782379,0.0019538788174759,Female,62,No,No,Unemployed,Rural,High School or Below,1673157600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2f3711fb-2339-4056-94bb-6ad7698eefc1,no_churn,0.11819661,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,38,No,Yes,Employed,Rural,Master,1673157600
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,55df1386-b436-4bfc-8b33-127c03729bb6,churn,0.89093083,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,59,No,No,Unemployed,Suburban,Bachelor,1673157600
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,86c84afe-3c2e-4c5a-bc55-3bf306666f09,no_churn,0.75073355,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,71,Yes,No,Medical Leave,Urban,College,1673157600
71,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,fe9cbac4-861a-4f95-90a9-110116996ca1,no_churn,0.0019261544,0,no_churn,-0.0619774255278434,-0.0035120884800926,-0.0126376503555866,-0.0204225102964755,-0.015405322987508,-0.130856964756517,-0.0107781718762907,-0.0134360182639102,Female,49,Yes,Yes,Medical Leave,Urban,High School or Below,1673157600
66,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,14a04202-06e5-4474-971b-5b2a6b65dc00,no_churn,0.07866543,0,no_churn,-0.0228088320465212,-0.0025868485743922,0.0089624801148329,-0.0211934630256018,-0.0271321679041739,-0.119110812946683,-0.0201623647927408,-0.0161369996286885,Female,23,Yes,Yes,Employed,Suburban,College,1673157600
39,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,0e9720ad-5535-4b9d-a045-983e639fbfa2,no_churn,0.21298942,0,no_churn,0.0008598797808599,0.102134949767601,0.0605750956658175,-0.0318572797922797,0.0363982812094855,0.116585805153468,0.0994370104742756,0.0568401124410957,Male,38,No,No,Unemployed,Suburban,College,1673157600
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,7763c36a-e97c-4c96-a941-92034caad51c,no_churn,0.11819661,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,24,Yes,No,Medical Leave,Suburban,High School or Below,1673157600
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a63cd8e4-200a-4458-9134-89e85a53cebc,no_churn,0.35158667,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Male,28,Yes,No,Employed,Suburban,College,1673157600
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,87ffd51d-099a-4c28-a761-042bca7e395a,no_churn,0.008049253,0,no_churn,-0.0684479594508752,-0.0014845965147583,0.016409173431532,0.0006848217036781,0.109919456571324,0.109068505491882,0.0801992731164273,0.0903632718485823,Female,64,No,Yes,Employed,Rural,Bachelor,1673157600
8,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,67b731da-8564-4b92-a6d3-d6fd2b5fffe2,churn,0.54623204,1,churn,0.0937858318591042,-0.0079154951609689,-0.0291700203948767,0.0941417921163884,0.0222930179972536,0.114675911452332,-0.0385754367651497,-0.0113640909896003,Male,76,No,No,Employed,Suburban,Bachelor,1673157600
56,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,bb965872-317f-4fe0-8015-07984971a78a,no_churn,0.035349622,0,no_churn,0.1120921046066,-0.0025905797471386,-0.0442449222026152,0.0316096928122169,0.083771342226446,-0.0292617355275706,-0.0097079771660173,-0.0106940727981964,Male,26,No,No,Employed,Suburban,College,1673157600
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,93aa5191-597f-470b-9f15-90318b979eb1,no_churn,0.0713974,0,no_churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Male,42,Yes,Yes,Employed,Rural,Bachelor,1673157600
22,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cda10377-d0f3-4271-9015-78717bd6c04b,no_churn,0.3379469,0,no_churn,-0.0787700312679044,-0.0039701345425419,-0.0304865482422974,0.0818837287157657,0.0205763638935786,0.0733626875459413,-0.0215557766106758,-0.0284610360587612,Male,31,No,No,Employed,Urban,College,1673157600
10,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,473c4216-8968-4cbc-9e0d-d9b667b8712f,no_churn,0.10826137,0,no_churn,-0.0146523851008987,-0.0107051018851234,-0.081771775090965,-0.0938794168853928,0.0088168210027561,0.0543476780553646,-0.0588738962624484,-0.0723080737662076,Female,52,No,No,Unemployed,Suburban,Bachelor,1673157600
27,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,b8840ee0-befb-43c0-b80c-1981b6f59a1f,no_churn,0.117668234,0,no_churn,-0.0535557449032421,-0.0014798057985535,0.050022914845249,-0.0292291989425393,-0.0996928842821762,0.103439138912436,0.116849094594918,0.0516203387215591,Male,45,Yes,No,Employed,Suburban,Master,1673157600
19,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,677c0475-0295-4e7f-9a7a-4ad46c2a73c0,no_churn,0.010450746,0,no_churn,-0.0347204770883581,-0.0147486046294761,-0.0356737480551419,-0.114471075413185,0.0079129333439232,0.0432862105732419,-0.0503268936820677,-0.0702844962237213,Female,34,Yes,Yes,Employed,Urban,Bachelor,1673157600
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8fc63c1c-a2a1-4612-a6f3-d127675d5d71,no_churn,0.448134,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Male,52,No,Yes,Unemployed,Suburban,Master,1673157600
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,da6f2121-f6a9-4266-813e-5ba0ba5eac33,churn,0.81649315,1,churn,0.24415900841972,-0.0036493403473104,0.0625512909068857,0.113792541284247,0.06477594287805,0.153708022580404,0.0498512871858292,0.0457851053348895,Female,67,No,Yes,Unemployed,Suburban,Master,1673157600
9,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,9569b091-c79c-4090-b99d-29f7d71187a2,no_churn,0.21041943,0,no_churn,0.0953162487865392,-0.0035150100949613,0.100055034748893,-0.0108654946015212,0.153904763352157,0.138239987011657,0.104684411203471,0.118820586167872,Male,33,No,No,Unemployed,Suburban,Master,1673157600
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,9d590cde-f3cc-4675-b9a5-0196a2afba8d,no_churn,0.59286696,0,no_churn,0.0903998769505688,-0.0054801443580254,-0.0472017323007821,-0.0187541383683492,0.130616016730219,0.112325728322685,0.178609471442887,0.089827823415726,Female,36,No,Yes,Unemployed,Suburban,College,1673157600
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,45a57c0c-f3b2-4752-a558-aaa4572ad974,no_churn,0.26836473,0,no_churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Male,34,Yes,Yes,Unemployed,Urban,College,1673157600
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d3e5e819-93e3-4340-b66f-d899ba976a7b,no_churn,0.028717497,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,52,Yes,Yes,Unemployed,Urban,High School or Below,1673157600
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,367a89e4-6d49-4e42-b1b9-6cda9483722b,churn,0.21039075,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,31,No,No,Employed,Suburban,High School or Below,1673157600
19,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,629dbf1b-cf3c-4e7f-b142-dafd1f1d2080,no_churn,0.010450746,0,no_churn,-0.0063849622469206,-0.0074281512934248,-0.0179168027954801,-0.0453383944685992,0.0083694624649069,-0.116712137041141,-0.0363497700375774,-0.0472653975678622,Female,57,No,Yes,Retired,Suburban,College,1673157600
38,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4bf520ec-4f2b-4d53-82d2-ad5d0eea4355,no_churn,0.26836473,0,no_churn,-0.0383835582324218,-0.008391906263696,-0.020685349723044,0.11075177876759,0.0046179705708345,0.101453818996829,-0.0116072270999575,0.0093969035427744,Male,37,No,Yes,Unemployed,Urban,College,1673157600
64,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,41c98eab-005b-4f94-81c7-a052677c64aa,no_churn,0.20665756,0,no_churn,-0.294336385013867,-0.0038379979233423,0.0251060025918514,-0.0750963725964584,0.0021386286546385,0.0434732621402736,0.0173476265875615,0.0161790838062916,Female,35,No,No,Employed,Suburban,High School or Below,1673157600
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,2bcbb109-9c9a-4fd3-a374-d67111590f83,no_churn,0.22264187,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,21,No,No,Unemployed,Suburban,College,1673157600
17,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,1e6eaf2b-1cae-4556-a622-f79b370e48a5,no_churn,0.36232814,0,no_churn,0.0749232381347792,-0.0028342412123856,0.0317334526089325,-0.0083640771901445,0.119233688348195,0.122235073741667,0.0990151540235274,0.0783648960291611,Male,78,No,Yes,Employed,Suburban,College,1673157600
52,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,987eb3a6-d5bc-47ae-aacc-4e964bc11d85,no_churn,0.17963111,0,no_churn,0.0085417395025706,-0.002426200766713,0.114628588402938,0.0305840278062987,0.124694108369649,0.132385671755956,0.1295093876387,0.0953898703764389,Female,74,Yes,Yes,Disabled,Suburban,College,1673157600
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,2835a196-dd14-4a9c-ba6f-6e562136edaf,churn,0.37382582,1,churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Male,37,No,Yes,Employed,Suburban,Bachelor,1673157600
57,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,7aeaf6d5-5096-4ed0-8ce7-c35cc0fb1d35,no_churn,0.1780481,0,no_churn,-0.201653201160939,-0.0068593580187734,-0.0040711467952041,0.0350657107676124,-0.0691272819299365,0.0192551788632363,-0.0193850337955336,-0.0222510202188732,Female,77,No,No,Employed,Rural,High School or Below,1673157600
39,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,56562d89-7028-46a6-b286-377bc48ea0ad,no_churn,0.21298942,0,no_churn,0.0008598797808599,0.102134949767601,0.0605750956658175,-0.0318572797922797,0.0363982812094855,0.116585805153468,0.0994370104742756,0.0568401124410957,Female,45,No,No,Disabled,Suburban,High School or Below,1673157600
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,3b7b25ad-e6ae-4941-b3b8-fe8b8f658d6c,no_churn,0.0713974,0,no_churn,-0.0080171048048305,-0.0012325946475721,0.0519385082448479,-0.0016221871988273,0.124401102331249,0.103715443781784,0.0615340122650195,0.0247328704989013,Female,78,No,No,Employed,Rural,Bachelor,1673157600
10,Yes,Yes,High Speed,In_Store_Support,One year,<50hrs,Active,a5aa5dc1-be7d-4212-ba3a-1c4407edd65a,no_churn,0.103763506,0,no_churn,0.0616450931444251,0.0002660521620782,0.0764637380181602,0.0037715353751082,-0.0363351459322484,-0.06858133945203,0.124153340936118,0.0895905760601772,Female,75,Yes,No,Unemployed,Suburban,Bachelor,1673157600
41,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b65cea08-f581-415b-a801-55ca2822e46f,no_churn,0.33214465,0,no_churn,-0.0459575262480757,-0.0063941251281357,-0.0084979907825618,0.0409278624339822,-0.137768420463235,0.0287615224758792,-0.0305230203134851,-0.0395744530455886,Male,51,No,Yes,Employed,Rural,Bachelor,1673157600
71,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,5a009ccf-8a40-4bb5-8be6-2f8d750114b1,no_churn,0.0019261544,0,no_churn,-0.0619774255278434,-0.0035120884800926,-0.0126376503555866,-0.0204225102964755,-0.015405322987508,-0.130856964756517,-0.0107781718762907,-0.0134360182639102,Male,24,No,Yes,Employed,Suburban,Bachelor,1673157600
22,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,69ef07dc-7220-4c9f-ae85-39584a2fe4c7,no_churn,0.030824492,0,no_churn,-0.0154901450521538,-0.0037240251851108,-0.0284958071716391,-0.0181413938521109,-0.0572636166803113,-0.0727536030287865,-0.0357243482322974,-0.0374332140788192,Male,69,Yes,No,Employed,Suburban,High School or Below,1673157600
68,No,No phone service,Medium Speed,Phone_Support,Two year,<80hrs,Active,c1f5a90a-648d-4ae1-a6fd-0a6be5d04eb3,no_churn,0.009439205,0,no_churn,-0.0925008239793624,-0.010795867012589,0.0058079238370464,0.0103364413799226,0.0410775539445967,-0.130421046916704,0.0351621216831426,0.0423075464408475,Male,36,Yes,No,Employed,Rural,Doctor,1673157600
67,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94738cf7-e133-496e-bca6-eddaccc391e7,no_churn,0.04277989,0,no_churn,-0.139163557487336,-0.0615318919493802,-0.0168073735839971,0.0120241462862759,-0.0181844906264268,0.0625708031837894,-0.0074112570926627,-0.0105225278310354,Female,22,No,Yes,Employed,Suburban,High School or Below,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,75ef2bb5-8bb2-4cdf-b51d-f6bcadf9d324,no_churn,0.015617229,0,no_churn,-0.124393302092938,-0.0031237637929007,0.0030709888184333,0.0339032386152666,-0.0226064327340554,-0.131677155033829,-0.0103692914456905,-0.0138304356675826,Female,73,No,Yes,Employed,Urban,Bachelor,1673157600
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,735e88c9-ab07-4049-be50-6477e309fdb0,churn,0.21039075,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,54,Yes,Yes,Employed,Suburban,College,1673157600
45,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1723b8ca-ebf3-4caf-8265-e340fe93c404,no_churn,0.5426013,0,no_churn,-0.271018111735066,-0.0047287351429076,0.0232654638454459,0.0012628479240083,0.0229861937811801,0.0234216373795516,-0.0439619528077673,-0.0102534960919183,Female,70,No,No,Employed,Urban,Bachelor,1673157600
72,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,1b9549f2-1219-43ca-8d41-1eec7d9416e2,no_churn,0.016097127,0,no_churn,-0.136293211833463,-0.0022543093020703,0.0055245387113063,0.0003844974560979,0.0232490131859958,-0.229037005333694,0.0266859969417237,0.0427143283238001,Female,33,Yes,No,Unemployed,Suburban,College,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,ee9f7d2a-b1eb-49cb-8e75-c859fffb46f6,no_churn,0.01093787,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Male,29,No,Yes,Unemployed,Suburban,College,1673157600
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,af0006ec-3a91-475d-90c1-0e01a9652f74,no_churn,0.0226793379999999,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,68,Yes,No,Employed,Urban,College,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,6e366f31-658b-4ce6-8a3c-ca3590d0d5c3,no_churn,0.02713207,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Male,38,No,Yes,Employed,Suburban,Master,1673157600
71,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,8647ceb6-e254-479a-869c-a1ceb70574e5,no_churn,0.0019261544,0,no_churn,-0.0619774255278434,-0.0035120884800926,-0.0126376503555866,-0.0204225102964755,-0.015405322987508,-0.130856964756517,-0.0107781718762907,-0.0134360182639102,Female,31,No,No,Employed,Suburban,High School or Below,1673157600
4,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,1c783e7c-b5b7-4cd4-ac31-58019e367757,no_churn,0.35158667,0,no_churn,0.138993358900143,-0.0024489809581791,-0.0040463651589561,-0.01983948601679,0.037302762455256,0.101072182618,-0.0285514485009844,-0.0582780098977855,Female,33,No,No,Employed,Suburban,Master,1673157600
37,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ef88b0d9-a014-450b-98a7-5d810a8cf41b,no_churn,0.091117494,0,no_churn,-0.0861621355235456,-0.007507124429303,-0.0119025022908317,-0.039572774323642,0.0220197502096016,0.0416437062845579,-0.0243879623229258,-0.0331571090797115,Female,22,No,Yes,Unemployed,Suburban,Bachelor,1673157600
10,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,253f6182-647b-4f48-97b9-1d72c0864d64,no_churn,0.19002138,0,no_churn,-0.0414887948534487,-0.009275361188811,-0.0262625532255788,-0.0991067372302859,-0.0092027085919744,0.0530384781041266,-0.0661938880112575,-0.070534586343474,Female,41,No,Yes,Retired,Suburban,College,1673157600
39,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,60851d34-1349-4674-8b67-e85702374b16,no_churn,0.21298942,0,no_churn,0.0008598797808599,0.102134949767601,0.0605750956658175,-0.0318572797922797,0.0363982812094855,0.116585805153468,0.0994370104742756,0.0568401124410957,Female,29,No,Yes,Employed,Suburban,High School or Below,1673157600
43,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,33f0a17f-c155-4a26-ae0e-ee54d3037851,no_churn,0.0069150444999999,0,no_churn,-0.0362280747799104,-0.0007893214645991,0.0724165663814528,0.012202371917665,0.0862704990411839,0.0965642587939055,-0.013962828305066,-0.0082853357958447,Male,46,No,Yes,Employed,Suburban,Doctor,1673157600
55,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,488d3674-dca9-4aa5-852d-3763f70347ff,no_churn,0.0122822219999999,0,no_churn,-0.117260077930368,-0.0074364497143687,-0.0303981856879363,-0.0129026516727481,-0.0504738885283495,0.0041276378414022,-0.0325044753667589,-0.0221780611088615,Female,25,No,Yes,Medical Leave,Suburban,High School or Below,1673157600
14,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,38c37bcf-734d-407e-8ddb-6c75923d5efe,no_churn,0.03105466,0,no_churn,-0.064122353687535,-0.008919070277434,-0.0494195410683005,-0.0651729461433205,0.0135415150515018,0.0517839180784449,-0.0608287993538124,-0.073388874244938,Female,44,No,No,Employed,Urban,Bachelor,1673157600
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,61ac9364-2337-4ff4-aa71-a7574248540e,churn,0.18136846,1,churn,0.0048024682678214,-0.0015931016179274,0.0663376119909162,0.0782427181115144,0.0473961670890821,-0.0628684494811068,0.0006788198639333,-0.00268904547499,Female,47,No,Yes,Employed,Suburban,Bachelor,1673157600
2,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,c0d6026d-6baf-4e84-b47c-cacb4df6e8b8,churn,0.3973616,1,churn,0.259282381778703,-0.0056924773072569,-0.0245664237611526,-0.0111712975840328,0.100747413589761,0.146802504136103,0.137915462095552,0.127656287538466,Female,53,No,Yes,Unemployed,Urban,Master,1673157600
23,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,53c48237-bdc4-41f4-8a37-51e231d75bf7,no_churn,0.13852237,0,no_churn,-0.126433624181936,-0.0062800773251183,-0.0401938572586186,-0.046728421996122,0.0024063537857728,0.0357677072389742,-0.0434802293829852,-0.0340840022751217,Female,71,Yes,No,Employed,Suburban,High School or Below,1673157600
51,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,e91bc01b-a669-48de-afe8-9b5394ccc9f6,no_churn,0.07315978,0,no_churn,-0.180824856662825,-0.008464652403336,-0.0161274994349878,-0.033484678680661,-0.11492025790049,0.0447566459292465,0.0219046585891101,0.0381344885328326,Male,50,Yes,Yes,Employed,Urban,High School or Below,1673157600
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,187b7c48-7b47-499d-b0b9-1a73273d1682,no_churn,0.24625145,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Male,46,No,No,Medical Leave,Suburban,Master,1673157600
1,No,No phone service,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,9ada2047-b695-44b0-ad30-3cac70623d07,no_churn,0.56884253,0,no_churn,0.190371313386822,0.0470024258165358,0.0110854263793135,-0.179516840685828,-0.0287612964862273,0.111959410457966,-0.0378179282964356,-0.0471442756653232,Female,56,No,Yes,Employed,Suburban,College,1673157600
12,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,85e751f3-fe73-4d7c-9369-f2907ecc38ff,no_churn,0.59286696,0,no_churn,0.0903998769505688,-0.0054801443580254,-0.0472017323007821,-0.0187541383683492,0.130616016730219,0.112325728322685,0.178609471442887,0.089827823415726,Male,33,Yes,Yes,Unemployed,Suburban,High School or Below,1673157600
52,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,b5f52a58-c02b-4c8f-aae7-a2638f60d35d,no_churn,0.27566695,0,no_churn,-0.140467500862196,-0.0147790313741643,-0.0145919950350435,-0.0495181332826359,-0.143651764373171,0.0383970115806914,0.0545669340691438,0.0337455975256943,Female,22,No,Yes,Unemployed,Suburban,College,1673157600
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,565313c7-0590-4878-b8d9-b9d90ded82e8,no_churn,0.02713207,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Female,36,No,Yes,Employed,Rural,Bachelor,1673157600
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a5a02eed-b3e5-4933-9e8d-16bd4afda688,no_churn,0.31236848,0,no_churn,-0.217283237395195,-0.0025713174005795,0.0280950626640969,-0.106336659289627,0.0039962953740359,0.0480350186650684,-0.0106417784591303,-0.0123195372892587,Female,57,No,No,Employed,Rural,Bachelor,1673157600
11,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,abbd4799-7ab2-4560-81d4-0bb935d7b6eb,churn,0.46485707,1,churn,-0.0132262860841547,-0.0039830373983204,-0.0425227429118604,0.0281152813887274,-0.16935445932022,0.0540163840981858,-0.0355878028877305,-0.0539834875949054,Male,55,No,No,Employed,Suburban,High School or Below,1673157600
62,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,e56813e3-20ec-4f2b-a55d-36b1829555c3,no_churn,0.023758912,0,no_churn,-0.125597672535678,-0.0027247831509521,-0.015125380473255,-0.0147430742723918,0.0389218527281809,-0.196545541398582,0.0342481379767377,0.0425403107015336,Female,51,Yes,No,Employed,Suburban,Bachelor,1673157600
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,72be183b-2f45-45bc-9819-2bf9911794e9,no_churn,0.0735940559999999,0,no_churn,-0.0096499124260253,-0.0060712826976305,0.143848394136394,0.113068930785494,0.047617669609508,0.123063162636331,0.0143889064726499,0.0139308204978351,Female,33,Yes,Yes,Employed,Urban,College,1673157600
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,02d8af2b-f20f-4b34-8551-0a5e3498e90f,churn,0.9468926,1,churn,0.284109536350757,-0.0049073646088027,0.0705388562640155,0.0646269527253207,0.0804939714271859,0.157836252349562,0.0365735889801772,0.0417020625339409,Male,55,No,No,Medical Leave,Suburban,College,1673157600
5,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3c79feaa-7627-4d74-8ea1-3caac614de5a,churn,0.48889494,1,churn,0.122930238099871,-0.0119534655508141,0.0379406842708158,-0.0360809053324192,-0.11174873186782,0.0798127196520818,-0.0238674919113327,-0.0111068131946376,Male,56,No,No,Unemployed,Suburban,High School or Below,1673157600
68,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,541ec1be-5ae2-4dcc-be09-de1b9d063e0c,no_churn,0.02750382,0,no_churn,-0.0672208355048587,-0.0043901024978731,-0.0293352311069429,-0.0238996674128611,0.004524312673484,-0.0944662216615415,-0.0237088593581756,-0.0305295486591148,Female,68,Yes,Yes,Employed,Suburban,Bachelor,1673157600
52,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3c9f53d0-390d-40de-a9f6-965d91425331,no_churn,0.19831344,0,no_churn,-0.151923654696748,0.0161897387265798,0.0024540302144941,-0.0366200724228565,-0.0685866643528333,0.0400063222871358,-0.0359129859683434,-0.024632865690819,Female,55,No,No,Unemployed,Rural,College,1673157600
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,74d7c651-228f-4a5a-af9e-ac994d6b7dd3,no_churn,0.14017482,0,no_churn,-0.0357137735267679,-0.0097731351334186,-0.020174804488397,-0.0749044294913073,-0.0483637704640841,0.0500567628957742,-0.0320534953057904,-0.0253246119365212,Female,59,Yes,No,Disabled,Urban,College,1673157600
25,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,e94c0221-300e-4a27-91e1-8c0993b523a2,no_churn,0.04356492,0,no_churn,-0.0191730643003393,-0.0045467420199383,-0.0851543220518215,-0.056403492223053,0.101379111564147,0.0652946211757262,0.0542802053393279,0.0996308679620779,Female,71,No,No,Employed,Urban,College,1673157600
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3223d6c5-4da0-4143-8088-50b3bf921b4e,churn,0.78732693,1,churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Male,44,Yes,No,Unemployed,Rural,Bachelor,1673157600
22,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ac76469a-0f96-4435-b653-102e1db341b6,churn,0.18913226,1,churn,0.0258821734165849,-0.0142602892277636,-0.0815111996535642,-0.0633412706391845,-0.0086442126101292,0.0535317583012874,-0.0277883064094021,-0.0222281349840795,Male,74,No,No,Unemployed,Suburban,High School or Below,1673157600
48,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,dab5ef1a-9abb-4c2b-b731-8bd23a3c09bd,no_churn,0.14471486,0,no_churn,-0.116050381707209,-0.0032237797927155,0.022306892258166,-0.0405366452104317,-0.113070531019675,0.0811872286697689,0.101940848895329,0.060086887578991,Male,65,Yes,Yes,Unemployed,Suburban,Bachelor,1673157600
14,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,0be194c7-097a-4f12-b8f7-ca945b2ca183,no_churn,0.03105466,0,no_churn,-0.0330969514846856,-0.0072239742081364,-0.0289102192504287,-0.0345874833295783,0.0032928866132806,-0.090044149688174,-0.0367956460605273,-0.0416606158676313,Female,29,No,No,Employed,Urban,Master,1673157600
7,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3635a0ee-0790-4f80-9494-f2144622c436,no_churn,0.24625145,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,59,Yes,Yes,Employed,Suburban,Bachelor,1673157600
30,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5f757ee5-989a-402e-b8e6-eca57dbf3055,churn,0.21776661,1,churn,0.0724417265847205,-0.0146698697116153,-0.0374154751974674,-0.07052044690834,0.0607456638602889,0.0909774987265882,-0.0069799503918602,0.0047168543356019,Female,63,No,Yes,Employed,Suburban,Bachelor,1673157600
3,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6edb2fd3-daf2-4591-95d4-af603b015352,churn,0.9062808,1,churn,0.120884890590169,-0.0037956994121304,0.0609350577887926,-0.0135202473602294,0.046935857552944,0.13424651494719,0.053620718945458,0.0808334292760628,Male,36,No,No,Medical Leave,Suburban,College,1673157600
67,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,c1e42a9a-3c74-427f-8b8d-a2969ce1fb19,no_churn,0.09290555,0,no_churn,0.0048024682678214,-0.0015931016179274,0.0663376119909162,0.0782427181115144,0.0473961670890821,-0.0628684494811068,0.0006788198639333,-0.00268904547499,Male,43,Yes,Yes,Unemployed,Suburban,Master,1673157600
9,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9da74a86-cca1-44d5-8495-5649d06bec23,no_churn,0.2534649,0,no_churn,-0.0405956793393852,0.0082258599229135,0.0030211666664035,-0.0599801882030533,-0.146749537202859,0.0476335853097498,-0.0334056633714499,-0.0471756947187805,Male,44,No,No,Employed,Suburban,High School or Below,1673157600
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,486e4617-dc88-4f0e-b2e2-ddb296bb88d6,no_churn,0.27240717,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,34,No,No,Employed,Rural,College,1673157600
72,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,9f505cf0-0081-4b80-8d90-d8b9aa8986fd,no_churn,0.0044286093,0,no_churn,-0.214203726155001,4.31149704854761e-05,-0.0185060676836656,-0.0176188572434512,0.0457098452065656,0.0934973673991589,0.0523668318778072,0.0970186721519712,Male,60,No,Yes,Unemployed,Urban,Bachelor,1673244000
43,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,c4c05a04-b122-4a63-bb03-dbd09fe1b31e,no_churn,0.13616107,0,no_churn,-0.0292832198605356,-0.0109498331705617,0.0125173643058587,-0.127813331277976,-0.0432980501632846,0.0957663731670618,0.0509376047874866,0.0680969402367918,Male,73,No,No,Employed,Suburban,Bachelor,1673244000
38,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,8ad6228e-7196-4450-8386-407c59181307,no_churn,0.016995592,0,no_churn,-0.202100606555432,-0.0100640925212064,-0.0240946606456964,-0.0332097995743424,0.027501805967986,0.0156078408479697,0.0214742279326492,0.0313829420202819,Female,27,Yes,Yes,Employed,Suburban,Bachelor,1673244000
2,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,8fcc8232-a88e-42b3-a9c7-993ed7809757,no_churn,0.3337,0,no_churn,0.0840546437920147,-0.0180086486604341,-0.0935107335716475,-0.050611938875445,-0.137987506257432,0.0886384478659147,-0.0494505257921264,0.0211834459907186,Female,23,No,Yes,Employed,Suburban,High School or Below,1673244000
42,Yes,Yes,High Speed,Phone_Support,One year,100hrs+,Active,d420743b-085d-4026-a921-10885ce30130,no_churn,0.118821,0,no_churn,-0.0498386307922009,-0.00016057632527,0.0592606503689785,0.0522110535932552,0.0993403986707198,0.0200099656101701,0.126450273090286,0.0837007211124546,Male,51,No,Yes,Employed,Rural,Bachelor,1673244000
36,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,5f5f968a-83e3-49bb-b84f-66ce1eb2f967,no_churn,0.019651521,0,no_churn,-0.15641672511565,0.0600365742979556,0.0200481735131234,-0.0223161952318423,0.0588641937996089,0.0579985982244306,-0.0333698070384889,-0.0250138220158078,Male,20,No,No,Employed,Suburban,College,1673244000
71,Yes,No,Low Speed,In_Store_Support,Two year,<80hrs,Active,b5436d99-68ad-477d-994d-792bc3097108,no_churn,0.0048564076,0,no_churn,-0.0856793514115725,-0.0042900917082806,-0.0123526210126146,-0.0188464701730299,-0.0410837116404764,-0.139777852492216,0.012106936523287,0.0208970089008744,Male,79,Yes,No,Employed,Suburban,College,1673244000
54,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,6c2c2f66-652f-487f-a874-2ec80bcc42db,no_churn,0.016343953,0,no_churn,-0.128472143905037,-0.0144437337843919,-0.003075034150097,-0.0273477865493623,-0.114891505483392,0.0306792674872303,0.0256235031473897,0.041461886250463,Male,68,No,Yes,Employed,Suburban,Bachelor,1673244000
7,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,c3995f5e-a6a6-4146-b66a-32c1e8744804,no_churn,0.022524381,0,no_churn,-0.0661535668864735,0.0431097862405852,0.0105071909011928,-0.0526247914948101,-0.0588620569403053,0.094564554328133,0.0756766014183574,0.0519228013685733,Male,63,No,No,Employed,Suburban,Bachelor,1673244000
68,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,51c6440c-895b-4fc4-a3c8-b16fa965bd5a,no_churn,0.09001959,0,no_churn,-0.0372397490944422,-0.0011857630443228,0.0427640461085502,-0.0701329642030759,0.0478715659810495,-0.144693249249585,0.0497259115900305,0.0777529398964179,Female,21,No,Yes,Medical Leave,Suburban,Bachelor,1673244000
34,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,57253773-52ac-499a-bd1a-11f85f8b2b21,no_churn,0.015295621,0,no_churn,-0.0723301777861888,-0.0023645549368302,-0.0826020566515762,-0.0328819342293718,-0.0071835296654671,0.0733955321773601,0.0581240716544743,0.0386260240535898,Male,60,No,No,Retired,Suburban,Bachelor,1673244000
70,Yes,No,High Speed,Phone_Support,Two year,<80hrs,Active,d52c8bcd-4ebd-4633-bc5b-ba7685932268,no_churn,0.019286621,0,no_churn,-0.106882754778062,-0.0017938472988225,-0.021409374536015,-0.0090621953698519,0.0322826617445571,-0.176798060475821,0.0131422513717552,0.044761402565,Male,49,Yes,No,Employed,Suburban,High School or Below,1673244000
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,4fb29e33-0eb6-4a21-8b03-e0345efcbf2b,no_churn,0.006984389,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Male,49,No,No,Employed,Urban,Bachelor,1673244000
56,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d46de474-41a7-4291-a121-e40497771a5c,no_churn,0.12891014,0,no_churn,-0.0293411682810619,-0.0015266706893635,-0.039585065469746,-0.0017423085180053,0.0957731587464513,0.0689367490377117,0.0271829529398019,0.0712762016887245,Male,63,No,No,Employed,Suburban,Bachelor,1673244000
32,Yes,No,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,f8c9aa42-8f13-49e6-a5ad-fe620f5414d6,no_churn,0.08939376,0,no_churn,-0.0010033300627856,0.0007579173447084,-0.0158287680264402,0.0014467391446305,0.0289028981536466,0.108621700546319,0.144119123840865,0.0644575744086432,Male,61,No,Yes,Disabled,Rural,High School or Below,1673244000
17,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,eef6050f-20b9-4360-b3b5-389e9f15f42e,no_churn,0.18225907,0,no_churn,0.0048211863038159,0.040948718814825,-0.0485794742051894,0.0119678287597162,0.050658645022695,0.0969025785876419,-0.0109314025799722,0.0093524328093917,Male,58,No,No,Employed,Suburban,College,1673244000
71,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,f685d9aa-a32d-4278-a1e6-71dbea1b1c32,no_churn,0.02285407,0,no_churn,-0.10236225431212,-0.0015497631051766,-0.0157364004400551,-0.0438905340700648,-0.0600625647978631,0.0512562393810003,0.0015038394618295,-0.0315180440729955,Female,74,No,No,Employed,Suburban,High School or Below,1673244000
3,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,1835ec5c-1aae-41e5-aa5e-860d990392d8,no_churn,0.012488687,0,no_churn,0.0382464694493046,-0.0065781920082736,-0.0043501668156113,-0.0370908699204574,-0.0069274508845592,0.0884989398381003,0.110350951310957,0.0544194144714492,Female,37,No,No,Employed,Suburban,High School or Below,1673244000
0,No,No phone service,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,cfc15734-623d-46bd-bafe-afaafd82a397,no_churn,0.024674114,0,no_churn,0.0948083963311774,0.0473449144004189,0.0101784185819224,-0.0327499822204617,-0.0082117152980754,-0.279218870922332,-0.0137384460759403,-0.0174388669104155,Male,53,Yes,No,Retired,Suburban,Doctor,1673244000
9,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e2030e4f-1c21-4c64-b5e3-3aa9c86b2c38,churn,0.17432301,1,churn,0.120251541239031,-0.0105135304943723,-0.0299161802857997,0.0205913784014683,0.0259759335781382,0.100656821165921,-0.0306832580016453,-0.0428372604418655,Male,32,No,No,Employed,Urban,College,1673244000
23,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1f3362ca-df78-4b51-b356-538023cbf95d,no_churn,0.12897597,0,no_churn,-0.116808398341236,-0.007133120371036,-0.0342131239147238,-0.0428549943805046,-0.0280611690246587,0.0414067671752218,-0.0237454281967984,-0.0192833501934001,Female,69,Yes,No,Unemployed,Suburban,College,1673244000
34,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,152666bf-6c5f-4d61-8a34-d55b53bfb96a,churn,0.054055538,1,churn,-0.0713431824367671,-0.0084943687829945,0.0095194274864661,-0.0405787823675928,-0.071090124877619,0.0250323750305233,-0.0424154746636486,-0.0204258615274738,Male,48,No,No,Unemployed,Suburban,College,1673244000
29,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,197ed311-786a-439f-ab99-9c6dab89b707,no_churn,0.039082494,0,no_churn,0.0639187716465676,0.192646497676824,0.0903864964943068,0.0145894205811237,0.0852632142461334,0.136545597508043,0.0091062906215256,-0.001482433742085,Male,23,No,No,Employed,Suburban,Bachelor,1673244000
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,835d12e7-aafb-45b0-8d72-daba93b21047,no_churn,0.17405844,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,39,No,Yes,Disabled,Rural,High School or Below,1673244000
22,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,be5be9b7-430b-4597-9416-889d07e5a608,churn,0.20740788,1,churn,-0.0445288763054577,-0.0085020247749162,-0.0295503946157077,-0.0353769663807725,-0.050241624380742,0.0503370300734422,-0.0375078219153692,-0.0699054724839334,Male,50,No,No,Employed,Urban,High School or Below,1673244000
61,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,51847077-35a7-4563-826b-72bc3bb86eaf,no_churn,0.009094916,0,no_churn,-0.0621762299046713,-0.0036178432073756,-0.0117798405910798,-0.0255590422222394,0.0027043371727631,-0.116643302051752,-0.0259198748376002,-0.0260343579508116,Female,26,No,No,Employed,Suburban,Bachelor,1673244000
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,282e4c6f-295a-494d-bd76-c0fd0c0a7fb5,no_churn,0.17032114,0,no_churn,0.14227169071235,-0.0085072598870829,0.0150901854661788,0.0822656658938558,0.0079033333785173,0.0928848242832373,-0.0188218481725925,0.0076943228629534,Female,43,No,Yes,Employed,Suburban,Bachelor,1673244000
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0b108c85-543d-4ef1-9435-d62f48dc932a,no_churn,0.005546423,0,no_churn,-0.105037670865684,-0.0063458150326755,-0.0341905429302073,-0.0325990818117111,-0.0616095238014804,0.033615551359353,-0.0172032273216382,-0.0256558414165056,Female,36,No,Yes,Employed,Suburban,High School or Below,1673244000
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fbf8eb3f-ad4f-4b10-ac1f-17b25ce77199,no_churn,0.0055111526,0,no_churn,-0.104919580351298,-0.0047083344766861,-0.052885357899072,-0.0434200402796068,-0.0296129484883795,0.034540969910904,-0.0186378691932441,-0.0493829909395208,Female,58,No,Yes,Employed,Suburban,Bachelor,1673244000
67,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,2aa1c1a2-c2fa-4d2a-94df-30abc92a6b9b,no_churn,0.030434025,0,no_churn,-0.0690837225727955,-0.0025200915692767,-0.0169329726749674,-0.0118951402214224,0.0039510494165006,-0.0871742305884436,-0.0405530040786652,-0.0448180402485195,Female,42,Yes,No,Unemployed,Suburban,High School or Below,1673244000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,5761e62a-ffef-4685-ae76-04fa45c8ab6b,no_churn,0.44398335,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,41,No,No,Employed,Rural,College,1673244000
3,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,ed2b57a3-5cd3-4cf1-a830-b8dbf2d1975b,no_churn,0.41384867,0,no_churn,0.150190492160093,-0.0088036641304279,0.0728001926698198,-0.141395365431763,0.0697006746020179,0.102202842819106,-0.0406756759658674,-0.0497718340526716,Female,64,No,Yes,Medical Leave,Suburban,College,1673244000
15,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,83b92dd2-cff1-416e-b36a-340044be2083,churn,0.39370486,1,churn,0.166007157228996,-0.0100524944071003,0.0801762970326308,-0.0562051373535359,0.0829312448541895,0.122024730556095,-0.0297086341894828,-0.0457434310590997,Female,54,No,Yes,Employed,Suburban,Bachelor,1673244000
44,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,3898c4ab-c475-46d6-af05-af3b56d5eb64,no_churn,0.09666377,0,no_churn,-0.104631833710646,-0.0063436381978863,-0.0038812842477636,-0.0056218270928002,0.0335032917356329,0.0114879784847471,-0.0215715920239836,-0.0319672458020068,Male,27,No,No,Unemployed,Suburban,Master,1673244000
72,Yes,Yes,Low Speed,In_Store_Support,Two year,<50hrs,Active,f5454dc8-1cab-4cb1-9cff-93e8e802bc04,no_churn,0.0700681,0,no_churn,-0.107999104887795,-0.002640011393596,0.0026561794553526,-0.0152202856403346,-0.0404418437004915,-0.156610796488185,0.0215078589204495,0.0297218510548191,Male,79,No,Yes,Disabled,Rural,Doctor,1673244000
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,b621d548-d6ba-4622-99f7-2db33544f47f,no_churn,0.40072903,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Female,53,No,Yes,Unemployed,Suburban,College,1673244000
43,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,37ef3a28-6a78-42cb-a958-0f22c5174d4b,no_churn,0.09662476,0,no_churn,-0.122590233847668,-0.0024758891085912,0.0274729493170434,-0.0584176718199341,0.0212463965849383,0.072906000938201,0.0647975525900255,0.0280347478961266,Male,26,No,Yes,Disabled,Suburban,Bachelor,1673244000
41,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,cb87c880-3b2f-492a-9a25-821e02bc58af,no_churn,0.059513327,0,no_churn,-0.061474708136975,-0.0019558670714104,-0.0179085728071186,-0.0185477298107434,0.0470891875015877,-0.0935004087331981,0.0133626208245186,0.053909326454559,Female,39,No,Yes,Employed,Suburban,College,1673244000
54,Yes,Yes,High Speed,In_Store_Support,One year,100hrs+,Active,8d0971d2-edbc-4931-a44f-506d99383137,no_churn,0.06963611,0,no_churn,-0.0491488349982773,-0.0016228843821227,0.0146171494844475,-0.0280869067632011,-0.139871952771355,-0.0295465206039807,0.0272261769213764,0.0567409562477678,Female,68,No,No,Unemployed,Urban,Bachelor,1673244000
66,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,150d85ff-1c19-45a5-ab96-6cb5ccd2fe41,no_churn,0.20165318,0,no_churn,-0.0737475484358128,-0.0002374782676815,0.0354216949702731,0.0330544731553891,0.0798949827359138,0.093628880833221,0.0463762867331206,0.0610865311943871,Female,34,No,No,Unemployed,Rural,College,1673244000
70,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,d1ae726a-f264-4262-8491-a80a17748acf,churn,0.12891345,1,churn,-0.0727752507172499,0.0016584151220376,0.0326050371015844,0.0150400501304102,0.0948172652288121,0.106328254067867,0.12359170836985,0.103041706392742,Female,34,Yes,Yes,Employed,Suburban,College,1673244000
54,Yes,Yes,Medium Speed,In_Store_Support,One year,100hrs+,Active,0e884fdb-e358-411e-878d-0385c85f5d24,no_churn,0.19499387,0,no_churn,-0.0661757009978555,-0.0021086115865909,0.0211463733805703,-0.0728722563525298,-0.0705356772056802,-0.0546036355381875,0.0125246478162807,0.0435987072422176,Female,36,Yes,Yes,Employed,Suburban,College,1673244000
43,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,70901530-2bcf-40e8-9e21-6c1e3e0b4571,churn,0.38943014,1,churn,-0.0760853332496162,-0.0027385138567115,-0.025661005675588,-0.0203640424933109,0.0392204888810738,0.0760326651406103,0.0723932478331062,0.0681763440838131,Female,75,Yes,No,Disabled,Suburban,High School or Below,1673244000
8,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,07590023-9a0d-4fae-86d5-273a0ee164b5,no_churn,0.7489114,0,no_churn,-0.0499990914931458,-0.0088457083773209,0.02842120081772,-0.128071973237365,-0.0735025400823542,0.0508949442553603,0.0293071876249086,0.0459603059184701,Female,24,Yes,No,Employed,Suburban,Bachelor,1673244000
70,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,70434989-035a-482a-8e44-850dbf537de5,churn,0.13961156,0,no_churn,-0.115423579757917,-0.0018471363985736,0.0158293142538786,-0.0064270466904417,0.0338194966625451,-0.188933915737134,0.0233405315002437,0.0468484941010865,Female,51,No,No,Employed,Urban,Bachelor,1673244000
72,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,6cd91d06-1c72-4f1d-869a-a6aa8ce0252a,no_churn,0.011841956,0,no_churn,-0.206349012873572,-0.0018286195367363,0.0115166582970073,-0.0225315959918498,0.050899175067193,0.0580718879469213,-0.0035761361319373,0.0647714894700038,Female,27,Yes,Yes,Employed,Rural,Bachelor,1673244000
3,Yes,No,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,e54f2b12-3b1b-4a82-8aa1-24957ca0e681,churn,0.7839899,1,churn,0.0398887880999973,-0.0046614333659454,-0.0643075543968552,-0.0416629788179489,0.0198823965916926,0.103256524756334,0.0577316624304694,0.0907353355782834,Male,44,Yes,No,Employed,Urban,Bachelor,1673244000
35,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,397fff25-5636-444a-aa37-bc1e997fb2af,no_churn,0.18700081,0,no_churn,-0.239129800924866,-0.0043171743593848,0.044418713876139,-0.0630186570502064,0.0083534082438927,0.0596342052379259,0.0321401620671349,0.0357263245165449,Female,62,Yes,Yes,Unemployed,Suburban,Bachelor,1673244000
21,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,70b8d4c9-6c91-48e5-99bf-1f81f5ed2a05,no_churn,0.34287634,0,no_churn,0.0163636727274206,-0.0051959555325993,-0.0398812142094539,0.0123372617392306,0.0611357972965197,0.0931937530799587,0.0261352308967252,0.036218642012991,Female,49,No,Yes,Employed,Suburban,Master,1673244000
34,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,f875de87-eb87-4d53-9ae0-f44ab91c15a4,no_churn,0.47878334,0,no_churn,-0.147969651895828,-0.0061626542019439,-0.0701936475406728,0.0237116627202885,-0.0845044314314418,0.0430411144359186,-0.0185092328435166,0.0015606880512495,Male,59,No,Yes,Employed,Suburban,College,1673244000
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,da35178d-d598-48e8-8a44-d3df6d39198b,no_churn,0.01585332,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,26,Yes,Yes,Unemployed,Suburban,Bachelor,1673244000
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,f98ae223-179e-42f6-af65-e522a6a02572,no_churn,0.017939989,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,28,No,Yes,Employed,Suburban,College,1673244000
15,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,0b086421-f69e-441f-a397-51935102d490,no_churn,0.643482,0,no_churn,0.0469650467295923,-0.0029007149915923,0.054054604285302,0.114411505412218,-0.0595154903185539,0.0925026405006974,0.081687799244537,0.0566256051924301,Male,53,No,No,Employed,Suburban,High School or Below,1673244000
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,e53a4dd0-3a45-416e-be42-c526b9717696,no_churn,0.34412563,0,no_churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Female,78,No,Yes,Unemployed,Rural,High School or Below,1673244000
54,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,cc234d49-3879-42da-8b99-a39d31bd94b4,no_churn,0.24033701,0,no_churn,-0.180078539635961,-0.006156849312465,-0.114018119110297,0.0454134149411402,-0.0327475885765852,0.0404085934558315,0.0189496100570795,0.0492033278375856,Male,38,No,Yes,Disabled,Suburban,College,1673244000
49,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,ef20fa77-852e-4b48-aeb3-1420c82687cb,churn,0.26465577,1,churn,-0.0284619860611564,-0.00421304078096,0.105577620401418,0.111782201374472,-0.100373241507477,0.0609795948141436,0.128513434707547,0.0583359411493984,Female,52,No,Yes,Unemployed,Suburban,Master,1673244000
48,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,03013bb0-d965-47d4-84b1-2c15111e3d06,no_churn,0.2163139,0,no_churn,-0.0613824771299914,-0.004629003434602,0.088327311051089,0.111350545307223,-0.0183441530504751,0.0599029243362201,0.0944869530072901,0.0465950895748574,Female,80,Yes,No,Employed,Suburban,College,1673244000
48,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,961d7372-cd66-4597-90e5-ced93ead2dcc,no_churn,0.33514386,0,no_churn,0.0518878384477375,-0.0020973103472715,0.0579138016164961,0.11399048904992,0.0998903274448275,0.137499034400098,0.114921968849821,0.0603010429033747,Female,49,No,Yes,Employed,Rural,Bachelor,1673244000
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,9321f9dc-6b62-4dfc-8ec0-cee3c1f2d658,churn,0.3291149,1,churn,-0.274040964616643,-0.0046525302034342,0.0143284768090006,-0.0860723971282141,0.0096197864910664,0.0332915068941611,0.025944050963244,0.0292225830372262,Male,70,No,Yes,Employed,Suburban,College,1673244000
72,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,9af9ef43-49f8-4b70-8a67-53782b951a88,no_churn,0.010955546,0,no_churn,-0.136768881276334,-0.0024994482393867,-0.0459640515296177,0.0046636395838322,0.008421856259597,-0.115854257510291,0.0213317077592796,0.0313824612441385,Female,52,No,Yes,Employed,Suburban,High School or Below,1673244000
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,2c31d7bc-10ba-4f60-a657-36b90851ee26,no_churn,0.08759145,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Female,29,No,No,Employed,Suburban,Bachelor,1673244000
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,644a68fc-ed24-4ef7-8122-b0566f430ab4,no_churn,0.009866309,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Female,67,Yes,No,Employed,Suburban,College,1673244000
61,Yes,Yes,Fiber optic,Phone_Support,Two year,100hrs+,Active,f82fef49-bf15-4b4a-8992-b511d4d7653a,no_churn,0.14324608,0,no_churn,-0.0814004927053974,-0.0020695817819796,0.0655286430122032,0.102829977432066,0.0225425599827758,-0.0373944763732652,0.0791645871260698,0.0598083500560824,Male,59,Yes,No,Unemployed,Urban,College,1673244000
21,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,1b234ede-74ce-4391-b9e8-b5cdc7af33df,churn,0.6593439,1,churn,0.0290115871711987,-0.0023558621774282,0.114740132312863,0.111444300617286,0.0492567643107759,0.120207455639229,0.117082226470957,0.0698094777571714,Male,31,No,Yes,Employed,Suburban,High School or Below,1673244000
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,926dc209-f69b-470e-93e3-93e16e97f39b,no_churn,0.01110263,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Female,28,Yes,No,Unemployed,Suburban,High School or Below,1673244000
43,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,9613524d-7c4d-4baf-b29d-407b8d2bea4f,no_churn,0.061643664,0,no_churn,-0.0662364448869993,-0.005489676186844,-0.0281014740191676,0.0095765830942582,-0.0624236614613073,0.0366081022309936,-0.0375938841734387,-0.0448180753458836,Female,80,No,No,Unemployed,Urban,College,1673244000
46,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,478d5b95-8dd2-4fba-8752-3571da819fac,no_churn,0.23630473,0,no_churn,-0.116454440581924,-0.0043077624847228,0.0656839220779784,0.104124138704483,0.0050689936052413,0.0620729017479561,-0.0166015128112121,0.0022209454197309,Female,38,Yes,No,Disabled,Suburban,Bachelor,1673244000
69,Yes,Yes,Fiber optic,In_Store_Support,Two year,0hrs,Disabled,c479cb0c-5f0f-483c-91c1-493fdfe4b1ea,no_churn,0.06904026,0,no_churn,-0.0832641191719994,-0.0025973063603669,0.0129017243346606,0.0400425007132116,-0.0244297593503324,-0.130028480058581,-0.0270908537909599,-0.0195598590876034,Female,55,Yes,No,Employed,Suburban,High School or Below,1673244000
12,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,b24805bc-2efd-4e64-83db-02368c2a696e,churn,0.14362927,1,churn,-0.0466170659890121,-0.0044406030050413,-0.109910557556054,-0.0071981050706699,0.0648506394857395,0.0747929944276256,0.0034295001001555,0.0452456180792796,Male,53,No,No,Employed,Suburban,Master,1673244000
45,No,No phone service,Low Speed,In_Store_Support,One year,<50hrs,Active,d7b53cc1-0c6a-4f6a-9703-30fba2e326db,no_churn,0.157415,0,no_churn,-0.0955287164846913,0.0245244036680196,-0.0077563240682502,-0.045733710295467,-0.0021231225147766,-0.0782716297060869,0.0098564577936394,0.0160064878167349,Male,50,No,No,Employed,Urban,Bachelor,1673244000
72,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,f3eaafc9-d14f-492c-9e7d-4f62713eca11,no_churn,0.0027667012,0,no_churn,-0.100307964868198,-0.0062742963854816,-0.0251013501457146,-0.0231680135488659,-0.109362476164624,0.0345552702896293,-0.0136144758479258,0.0142471562093123,Male,46,No,No,Unemployed,Suburban,Bachelor,1673244000
9,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,84dfb0a3-f7f4-44a0-be01-a68960f9b02e,churn,0.5998211,1,churn,-0.023097459597825,0.0278940603101591,-0.0589668175632778,-0.111366666391887,-0.0271214366000049,0.0752861572483516,-0.0372709008602987,0.0356169091225365,Female,68,No,Yes,Employed,Suburban,Bachelor,1673244000
26,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,a13b3055-a022-467f-a6ad-3e436e7fda47,no_churn,0.24574,0,no_churn,-0.176323616272324,0.0148807341934855,-0.0116364019234617,-0.0259195377095409,-0.106136747503646,0.0770488372378918,0.0165961620324776,0.0024644163918401,Female,43,No,No,Employed,Suburban,Bachelor,1673244000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,b41ecadc-8b7a-4c91-994a-38160c6befd3,churn,0.6805799,0,no_churn,0.11737812633417,-0.0159894548086958,-0.105141134601054,-0.0666311461396435,-0.185648727154676,0.0633038040301471,-0.0389465489963731,-0.021517737010472,Female,64,No,Yes,Retired,Rural,Bachelor,1673244000
17,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,455cbe5f-77ba-435f-922c-3595da045b66,no_churn,0.26228592,0,no_churn,0.172792204954849,-0.004214438959334,0.0521994640200409,0.0602854882294741,0.150935551631392,0.13847215623342,0.0789103633200102,0.0399264045906329,Male,44,No,No,Employed,Suburban,College,1673244000
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,5bf05882-8650-4db0-a423-b047830846db,no_churn,0.39638346,0,no_churn,0.260501291276596,0.130280951780433,0.0350118477975138,-0.0345491529423861,-0.0238173828179606,0.146345030202956,0.0354016716436217,0.0184662632588242,Female,44,No,Yes,Employed,Suburban,High School or Below,1673244000
62,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,132dd9f2-bdcb-423d-bb99-633ec69dbe48,no_churn,0.0050444184,0,no_churn,-0.0883253486340163,-0.0050026317824222,-0.0535132836832644,-0.036642286486267,-0.022390844403294,0.0362615703360461,-0.0231937749571261,-0.0462195521561261,Male,35,No,No,Employed,Rural,High School or Below,1673244000
52,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,34111036-a02b-45cc-a04f-1d0d71d53770,no_churn,0.0064821863,0,no_churn,-0.100449561849491,-0.0030828831781946,0.0178382088879152,-0.103230632122759,0.0326669551983013,0.0582435527941015,-0.0409482940185989,-0.0650634977410118,Male,74,No,Yes,Employed,Rural,College,1673244000
20,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,4b91312d-63cc-44bf-8e9d-204dfc320bf3,no_churn,0.016504724,0,no_churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Male,74,Yes,Yes,Employed,Urban,Bachelor,1673244000
72,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c7296f9a-faee-4a3f-a703-c67fead6c61b,no_churn,0.0019261544,0,no_churn,-0.0598446517485672,-0.0036095255937516,0.0008526534423253,-0.0312213465247668,0.0003654841672505,0.0545032774864103,-0.0167868422469882,-0.0132852014245418,Male,46,No,Yes,Employed,Rural,Master,1673244000
15,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,daa7dd06-c157-4e5b-a0ad-9f005340ccca,no_churn,0.10339545,0,no_churn,-0.0373589944930427,-0.0095582103997185,-0.0119841513703431,-0.0781636829663693,-0.0725787824236067,0.0501412113289825,-0.0342572272785946,-0.0374885358112078,Male,73,Yes,Yes,Unemployed,Suburban,Bachelor,1673244000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5232b886-7d09-4381-ba51-456b655a1fae,no_churn,0.23356088,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,45,No,No,Employed,Urban,Bachelor,1673244000
41,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,7c796487-2ba8-4a35-bb2d-f487cf8ecb51,no_churn,0.060844973,0,no_churn,-0.0445874775847005,-0.0063657042277191,-0.0858442077157087,-0.0823989942717162,0.0468615593885533,0.0524595879696244,-0.0432235908704024,-0.0709273234927513,Female,62,No,Yes,Employed,Suburban,College,1673244000
63,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d8458a0d-f3ab-4c2c-9576-7aef057699c6,no_churn,0.0070999605,0,no_churn,-0.0946750855164009,-0.0041037108162345,-0.0506745125962424,-0.0145907616929798,0.0087110024357662,0.0515363413179329,-0.0351104490519537,-0.0501189746024829,Male,65,Yes,Yes,Employed,Suburban,College,1673244000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b9681906-0826-4345-8cb3-4b2d05913775,no_churn,0.111168005,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,31,Yes,No,Employed,Suburban,College,1673244000
52,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5c7d6aa0-9ab9-49d8-b0ae-b7603bd0e9d6,no_churn,0.0272877329999999,0,no_churn,-0.0556147162001798,-0.0027398695200827,-0.0710780185724797,-0.0493664863496087,0.047246332086288,0.0576681547306452,-0.0366468693573369,-0.0584946773771116,Male,51,No,Yes,Employed,Suburban,College,1673244000
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e958bce4-9afb-4b5f-ae1f-8a36296a223c,no_churn,0.4111088,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,78,Yes,Yes,Employed,Suburban,High School or Below,1673244000
27,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f2dc6296-2ff3-403c-93b3-4a5e341b8918,no_churn,0.011754018,0,no_churn,-0.105217976331014,-0.0144428381030593,-0.0583072551809891,-0.0353886746764146,-0.0366350498355495,0.0349496104616991,-0.0352469576310522,-0.0187370100243606,Male,60,No,Yes,Retired,Suburban,Bachelor,1673244000
58,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0ccd8b52-084c-47bc-844b-3f6eb8b005ff,no_churn,0.12918259,0,no_churn,-0.0682648827905086,-0.0015073189217582,0.0684564134912216,0.0585686663073647,0.0887704940834373,0.0856544993914849,-0.021850268391754,-0.0181870867678662,Male,46,Yes,No,Employed,Suburban,High School or Below,1673244000
1,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0fb475e0-78df-41ec-a762-54c65014db89,churn,0.80056864,1,churn,0.259567123440502,-0.0064766157105304,0.0021464946904734,-0.0432825557966134,-0.0409205725193305,0.122598053317724,-0.0367980051564882,-0.036824352650965,Male,44,No,Yes,Employed,Suburban,High School or Below,1673244000
36,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1a8103cb-74fe-4628-b0f0-3df7658a4c4a,no_churn,0.01569516,0,no_churn,-0.0853037299840798,-0.016103455158809,-0.0187458333510221,-0.0286978254266068,-0.0977343941430626,0.0429416099964055,-0.0197328957730314,-0.0156496271463765,Male,42,Yes,No,Retired,Urban,College,1673244000
23,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,fac21e57-9c09-49e7-ae00-f131196d718f,no_churn,0.009748805,0,no_churn,-0.0566288885217545,-0.0062831731115147,-0.0236744969154096,-0.0215205471481022,0.0095894452822722,-0.0939132155261177,-0.0342734287678467,-0.0423218482730044,Male,67,Yes,No,Unemployed,Suburban,High School or Below,1673244000
15,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,389b7f4a-b635-46c9-872c-2eb72d5a6b58,no_churn,0.036185373,0,no_churn,-0.0373589944930427,-0.0095582103997185,-0.0119841513703431,-0.0781636829663693,-0.0725787824236067,0.0501412113289825,-0.0342572272785946,-0.0374885358112078,Female,72,No,No,Employed,Suburban,Bachelor,1673244000
62,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,0b9020c1-0f76-4cb0-b601-e6a974c33e52,no_churn,0.008596934,0,no_churn,-0.0631081181879926,-0.0036795409480691,-0.0104919166584477,-0.0298928092306414,-0.0223856599359896,-0.108849812991757,-0.0134907675784234,-0.0171275272457205,Female,72,No,Yes,Employed,Rural,College,1673244000
48,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4fea04a3-7514-46e5-885d-53725731d1dd,no_churn,0.031041136,0,no_churn,-0.0788824720162028,-0.005436374206838,0.0145685138167573,-0.0531986084640811,-0.117967567644764,0.0353447808696455,-0.0254468007927607,-0.0220076226242054,Male,28,No,No,Employed,Urban,High School or Below,1673244000
71,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,461b1d52-0def-4f29-bc54-9a510918fadf,no_churn,0.0024682153,0,no_churn,-0.0699393872593555,-0.0034220957183788,-0.0091480118228128,-0.0305604376317251,-0.0185571559423169,-0.101297590729064,-0.0109259133116393,-0.0251755602414232,Male,31,No,No,Unemployed,Suburban,Bachelor,1673244000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fad1a08b-91d4-4596-adff-e4d5edf06552,churn,0.5962481,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,53,Yes,No,Employed,Suburban,High School or Below,1673244000
23,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,28ba5653-e934-43a6-bdfe-b00422f6df9d,no_churn,0.07492414,0,no_churn,-0.0913356170889619,-0.004822105738458,-0.0228391161160016,-0.0306281771789963,-0.0217069418385654,-0.052199523285135,-0.0172023658937905,-0.0232923031717882,Female,61,Yes,Yes,Employed,Rural,Bachelor,1673244000
12,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,ee47551a-f30c-4697-a989-091ba79b2f04,no_churn,0.0088034915,0,no_churn,-0.0168398297910471,-0.004114213692992,0.0075103783979102,-0.0600100719368765,-0.0257843437688825,-0.129246256848573,-0.0199039649043606,-0.0206378506435885,Male,55,No,No,Employed,Rural,College,1673244000
8,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,51e122b5-ed08-4c2f-9d68-885abe3e73fe,no_churn,0.06998346,0,no_churn,0.0204132362074597,-0.0061766518538388,-0.0130399575868068,-0.0491480760438025,0.0146964868537361,-0.153462283052058,-0.0331055251016732,-0.0375367150154397,Female,76,Yes,No,Employed,Rural,Bachelor,1673244000
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,48922e4a-7bc2-4f8f-9ef6-27e8a2c4ea8c,no_churn,0.11467255,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Female,78,No,No,Employed,Suburban,High School or Below,1673244000
64,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,0e6a793c-0059-4137-b3f3-2370d3e3b9d0,no_churn,0.010812496,0,no_churn,-0.116384570352811,-0.0024162081192662,0.0381170306340573,0.0181175321977389,0.0575215832351932,0.0719260823304557,-0.0210417220917042,-0.0301992113636697,Female,58,Yes,Yes,Employed,Urban,Bachelor,1673244000
24,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0de296c6-5570-4ded-b77f-9da076eeb950,no_churn,0.24206278,0,no_churn,0.0308109006557879,0.154006978371399,0.0549220761887681,0.116050605361679,0.0279505146836254,0.107794834774195,-0.0081819434383214,-0.0283801101310928,Male,76,Yes,No,Unemployed,Suburban,High School or Below,1673244000
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0ca9b257-cea8-45b6-9990-b604027745eb,no_churn,0.54030776,0,no_churn,0.192318513309401,0.022556109572597,-0.0028015330353809,-0.0865476140991995,-0.036244771754591,0.106384585918458,-0.0439636377764418,-0.0370353174486626,Female,26,No,Yes,Unemployed,Urban,Master,1673244000
3,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,dd9209c3-6ce4-400c-b301-9f33a354ca98,churn,0.2477186,1,churn,0.100650838455658,-0.0077019448888313,-0.0059034924928528,-0.103438128686375,-0.0279268908567974,0.0801756446262152,-0.0268955719582936,-0.0345945911251328,Female,20,Yes,Yes,Unemployed,Suburban,College,1673244000
44,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,0f13fef9-6271-4f45-90f7-2a09df6a0268,no_churn,0.022000482,0,no_churn,-0.0735529725458127,-0.0055082351354576,-0.0174218034894056,-0.026386806979226,-0.0110841496797638,-0.061143931904844,-0.0341076537930166,-0.0398205987737219,Male,52,No,Yes,Unemployed,Suburban,Master,1673244000
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,7147bb03-f1f0-4e42-af9e-b4937feeebea,churn,0.3142818,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,49,No,Yes,Employed,Suburban,High School or Below,1673244000
47,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,289dd71d-5001-4e25-99fa-947a235fe830,no_churn,0.015929315,0,no_churn,-0.0914809181748205,-0.0067637082369037,-0.0271650254343148,-0.0415458045747254,-0.06057097929066,0.0277098646490958,-0.0330702940615083,-0.0261392864962726,Female,34,No,Yes,Unemployed,Suburban,College,1673244000
58,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,9e579a87-0a2b-47da-afd1-d5e132d5a3dd,no_churn,0.03335722,0,no_churn,-0.0695469729488831,-0.0043851399107734,-0.0165690344792346,-0.0467345935415323,-0.0239494143630327,-0.0645703220000359,-0.0213434944274013,-0.0219271805225434,Female,53,No,No,Employed,Rural,Master,1673244000
51,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,835e507e-4639-4e60-864a-4c04df73d9b1,no_churn,0.03538157,0,no_churn,-0.0695956010708596,-0.0053932704754697,0.0260705872818471,-0.0283402707383356,-0.150460507463313,0.0392325449238978,-0.0239226001148199,-0.0132837005943474,Male,27,Yes,Yes,Employed,Suburban,High School or Below,1673244000
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,78b3dd83-c3b4-47e7-a662-0eacabe6663f,churn,0.49924713,1,churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Female,40,No,No,Employed,Urban,College,1673244000
16,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,836eef75-256e-4eb7-920f-bf0adba38014,no_churn,0.047698114,0,no_churn,0.0024532985384666,-0.0075909860535284,-0.0163344283476908,-0.0165864378674814,-0.0241340754863995,-0.131166485399963,-0.0340369526874201,-0.0416300832540673,Male,43,Yes,Yes,Employed,Suburban,Bachelor,1673244000
17,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e83865d8-fc5c-46e6-8d61-86408f3f3b4d,no_churn,0.007914848,0,no_churn,0.0504782019115282,-0.0039830150897614,-0.006386243849829,-0.215926971138069,0.0342781460533296,0.0651137049575118,-0.0253081184435905,-0.0539585221262768,Female,51,Yes,Yes,Unemployed,Suburban,High School or Below,1673244000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2a8b8887-a2d0-4b08-ae50-a5ea017fc555,churn,0.091919385,1,churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Female,52,No,Yes,Employed,Suburban,College,1673244000
27,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,c7484389-a02e-43a2-a972-a8a432cd28b1,no_churn,0.013704533,0,no_churn,-0.0456370071006313,-0.0040878040153074,0.0095648277131658,-0.0489787692299614,-0.0358875043563057,-0.0999662770123541,-0.0172304715581776,-0.0168031473679184,Male,23,No,No,Employed,Suburban,High School or Below,1673244000
29,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c7d184e2-799c-4d3f-94d1-fa5f3fef8406,no_churn,0.0145591219999999,0,no_churn,-0.0917881999234032,-0.0174387920604749,-0.0273645596629558,-0.115377592671539,0.028091449460453,0.0426828264580126,-0.0313859387849606,-0.0464453434383904,Male,53,No,No,Unemployed,Suburban,College,1673244000
39,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d7e32eac-bdb1-4b76-8d39-a385292caced,no_churn,0.00814004,0,no_churn,-0.0596002346659679,-0.0159669036854756,-0.0109297239778425,-0.0471726195977316,-0.10384974129297,0.0358356039354021,-0.0417600669406601,-0.0230824652337469,Female,44,Yes,No,Employed,Suburban,Bachelor,1673244000
7,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,cd8bb824-abf6-45a8-8cb9-2c0b10388de7,no_churn,0.032448463,0,no_churn,0.203779314591757,-0.0032544658724236,0.0462930358112043,0.114179991803539,0.103818910485661,-0.0936617764220409,-0.0068285006989481,-0.0148050332135517,Female,22,No,Yes,Employed,Rural,College,1673244000
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,89970a3a-4459-475f-b969-b75fbf03abf0,no_churn,0.091919385,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Female,62,Yes,No,Employed,Rural,Bachelor,1673244000
6,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,1904f897-de46-4c66-b308-f9eab532ed8c,no_churn,0.0946966259999999,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,72,No,No,Employed,Suburban,High School or Below,1673244000
33,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e5de0e8c-2367-4358-9008-5e8bfbaf538c,no_churn,0.11783016,0,no_churn,-0.10895664936651,-0.0059293984195755,-0.0499562080270425,-0.079534224656636,0.0215777808502753,0.0289690825686648,-0.0285390903479401,-0.0466574429929278,Female,32,No,No,Employed,Rural,High School or Below,1673244000
18,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,6c69cce3-f3b8-465b-b7dd-1a4276b3f4f7,no_churn,0.012788527,0,no_churn,-0.0281785116112041,-0.0050905594397954,0.0123572095669987,-0.0136323751805502,0.0031197311112737,-0.151234958429122,-0.0413852172729821,-0.0449814709093698,Male,39,No,Yes,Employed,Suburban,Master,1673244000
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5eea8d25-28a3-415a-aa72-65fadf10f305,no_churn,0.0020188736,0,no_churn,-0.105037670865684,-0.0063458150326755,-0.0341905429302073,-0.0325990818117111,-0.0616095238014804,0.033615551359353,-0.0172032273216382,-0.0256558414165056,Male,29,Yes,Yes,Employed,Urban,College,1673244000
68,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,55e8555f-e92b-4b8b-b2ad-99812f1dbdc8,no_churn,0.0085307965,0,no_churn,-0.114525786868458,-0.0021575116749227,0.0298779533754532,0.0221582806791957,0.0540872517297066,0.0723107773199353,-0.0350677771793789,-0.0417093380592268,Female,42,No,No,Unemployed,Suburban,College,1673244000
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bd84f946-e886-47cf-88d3-cc5497e0a82e,churn,0.22640428,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,74,No,No,Employed,Urban,High School or Below,1673244000
51,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d714db79-534f-4a96-9496-5e40ab569d60,no_churn,0.25263387,0,no_churn,-0.148103234622304,0.0205217589766107,-0.013332246648988,-0.0644956226645445,-0.0369473927714352,0.0393778921280682,-0.0303976481958488,-0.0356496579056329,Female,37,No,No,Employed,Suburban,College,1673244000
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,fa27bb0a-ee8b-454b-905f-f35964ca610e,no_churn,0.0022141184,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Female,38,Yes,No,Unemployed,Urban,College,1673244000
4,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,36bb20f0-7f62-4a60-83c9-ec5802c150e1,no_churn,0.41168487,0,no_churn,0.0119361588046012,-0.0130100232281438,-0.086743241710219,-0.125287596953185,-0.022232652970606,0.0645190147346966,-0.0496920807909737,-0.0485157280042949,Male,34,No,Yes,Retired,Suburban,High School or Below,1673244000
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,825dcfbf-f467-4e60-a947-3161273e7583,no_churn,0.5442429,0,no_churn,0.160266497700059,-0.0128072468745722,-0.00992370422985,-0.0698485298964442,0.0404722479910287,0.12371408332524,-0.0467207034457896,-0.0584407739319431,Male,43,No,No,Employed,Suburban,Master,1673244000
12,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,85e703bf-608e-485a-956e-2e586cded486,no_churn,0.019543976,0,no_churn,-0.009997421537364,-0.008541443683207,-0.0281179289420651,-0.0277158882744515,-0.0004445579554885,-0.124928610476018,-0.0300813945735717,-0.0391989076187928,Female,44,No,No,Employed,Suburban,Doctor,1673244000
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e9a1904-f18a-4d51-bff5-0b0ff2095a76,no_churn,0.009548308,0,no_churn,-0.0918779899485616,-0.0019377792414161,0.0405068968120394,0.000776473386013,0.0603885078573694,0.0715396287441944,-0.0243472029795702,-0.0315350030168883,Female,74,Yes,No,Unemployed,Suburban,Bachelor,1673244000
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d2f175f4-b324-4923-865c-8a11e3d423ff,no_churn,0.0148004955,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Male,63,No,Yes,Employed,Suburban,Doctor,1673244000
23,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,a1053a28-ccc1-4143-aa34-9885b0f5d884,no_churn,0.045152396,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Male,27,No,Yes,Unemployed,Suburban,Bachelor,1673244000
38,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,08a85b7d-06ed-4a00-bc39-43a52e38e307,no_churn,0.015390619,0,no_churn,-0.0236428755425004,-0.0052327248443998,-0.0097648378119902,-0.0665114244491724,0.0045943632326816,-0.104508810464667,-0.026202496768692,-0.0377573465844398,Female,30,No,Yes,Unemployed,Suburban,Doctor,1673244000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bdd4af7d-c9db-47c5-aba3-6b0b499eb86b,no_churn,0.2635693,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,69,No,Yes,Employed,Suburban,Bachelor,1673244000
64,Yes,Yes,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,25acf999-deee-412c-8db1-d56331c22d49,no_churn,0.009996884,0,no_churn,-0.0706962534245849,-0.0030043639017367,-0.0021316336277732,-0.0285796873272102,0.0071223809648427,-0.0815896581422202,-0.034655834661944,-0.055491101862317,Male,40,No,No,Disabled,Suburban,College,1673244000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ebceb183-32d0-4d5b-a61c-bd00c5e3e5bb,churn,0.50734466,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Male,62,Yes,No,Employed,Suburban,Bachelor,1673244000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,34462301-2523-40d8-a874-f221b54656c0,no_churn,0.29909864,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,25,No,No,Employed,Urban,High School or Below,1673244000
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3c9ce776-feaa-4e5f-b93f-1176daab1b5c,churn,0.1452136,1,churn,0.104645721635188,-0.0083058418455584,-0.0201628864512349,-0.088874697084193,-0.0468476858687608,0.0829323964433933,-0.0491734718568659,-0.0723277048785894,Female,56,Yes,No,Employed,Urban,College,1673244000
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c1874ee1-eac6-44b1-8fe8-6a0c05c689c6,no_churn,0.30501375,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,61,Yes,Yes,Medical Leave,Suburban,College,1673244000
72,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c5839734-5bac-4eee-97c1-2e9fdaf1befa,no_churn,0.0019508629,0,no_churn,-0.148463779388312,-0.0042260666973197,-0.0045001900173519,-0.0601322620578866,0.0108609382650411,0.046718822718376,-0.0220245180151141,-0.0622590978783591,Female,50,No,Yes,Employed,Urban,Bachelor,1673244000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f192f6a3-d11a-417a-811f-e02262187880,no_churn,0.6774245,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,37,No,Yes,Disabled,Suburban,Bachelor,1673244000
71,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5f3a8e39-e302-4c25-a24b-5587b0baa323,churn,0.16515358,0,no_churn,-0.160391325337014,0.0001086778569879,0.0373946428553244,-0.0148070094104878,0.0313322362268991,0.117722669267787,0.127898685452819,0.123048608303234,Male,37,No,No,Employed,Suburban,College,1673244000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,37f61ce5-93ec-4002-b23d-9161ee435fb5,no_churn,0.76734984,0,no_churn,0.218511969193905,-0.0071118077004757,-0.0150823579761663,-0.0145665379546835,0.0934249369895496,0.135640696840082,0.0612422609037093,0.105581356310304,Male,71,Yes,No,Employed,Urban,High School or Below,1673244000
56,Yes,Yes,Low Speed,Web_Chat_Support,One year,<50hrs,Active,5d364d1f-580f-49f9-9d21-253ba80adb5a,no_churn,0.19983058,0,no_churn,0.0569718067516259,0.0010035628948025,0.0717860070221286,0.0313383206695743,0.0980709660211232,0.0199600539756829,0.135148966581482,0.0726941787079886,Female,73,No,Yes,Disabled,Rural,Bachelor,1673244000
13,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,5c27d5e9-dea1-4149-b291-4624c54199c7,churn,0.7717363,1,churn,0.115684097684025,-0.0028660380943256,0.0959160857958158,-0.0072996381394295,0.160370386829891,0.137686693250998,0.0942153518124541,0.113933587586635,Female,24,No,No,Employed,Urban,High School or Below,1673244000
63,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,076672ea-84a4-436e-93d2-5fa182ea38bc,no_churn,0.50947326,1,churn,-0.161366987791816,-0.0008292496143621,0.0448838257242096,0.0675141381137109,0.0527647773821445,0.0716857501244157,0.120224499450778,0.098216145457136,Male,41,Yes,No,Disabled,Suburban,High School or Below,1673244000
27,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,8d34988c-0f14-49cc-a838-34d3c718cf89,no_churn,0.44876316,0,no_churn,-0.158061832925277,-0.0023916325393292,-0.0629160872394186,-0.132166649039827,0.0327371519012376,0.0426578100363985,-0.0367667018250358,0.0678817855704073,Male,37,Yes,No,Disabled,Urban,College,1673244000
40,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,31c04189-5951-46e5-a8c1-5d59b75591dc,no_churn,0.6224865,1,churn,-0.0498965335413504,-0.0042294003403003,0.116520972613143,0.11077141613705,0.106432617295031,0.141009975253946,0.14261975255853,0.137745055793548,Female,79,No,Yes,Unemployed,Suburban,Master,1673244000
52,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,880a7f19-36a8-45e3-a002-32a903769451,churn,0.02674073,0,no_churn,-0.119148890961069,-3.71027447909e-05,0.0554492263919746,0.0070784873605407,0.0639926470239515,0.132254465467595,0.0935672942423298,0.117817724962715,Female,50,Yes,Yes,Employed,Suburban,Bachelor,1673244000
71,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7f596621-805f-4d1d-bad5-9725e383828c,no_churn,0.0549837159999999,0,no_churn,-0.201038772206034,-0.001914054936933,0.0131403213973635,-0.0229496312453011,0.0520928945385685,0.0563641192077921,-0.0017366764660528,0.067015646256932,Female,29,No,No,Medical Leave,Rural,Master,1673244000
62,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,4bb5a624-bb3b-4577-bbbf-a2ccc94e427b,churn,0.11578149,0,no_churn,-0.113691523028619,-0.0017332947150862,-0.0017146673406568,0.0268663274134542,0.0712040888682895,0.0502963972880024,0.0432216288839117,0.0871439405143246,Male,40,No,Yes,Employed,Suburban,College,1673244000
24,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,25fb05f2-0bcd-45f4-92d1-cf1c843cfbcc,churn,0.74683076,1,churn,-0.17839544457679,-0.0055246672636349,0.0386216404437163,-0.0896138927381616,0.0292783869674167,0.0430496867493093,-0.11837520683921,0.0219333432673738,Male,53,No,Yes,Medical Leave,Suburban,High School or Below,1673244000
54,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,de3f9cb6-6c19-4244-a799-6e8a420f6769,churn,0.10291341,0,no_churn,-0.0607146100968202,-0.0020517249571275,-0.0561032349225934,-0.101128133924303,0.0565161820848516,-0.118470520678657,0.0426019176687987,0.0603239730358109,Male,22,No,No,Employed,Rural,College,1673244000
58,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,73a9fe83-a4d9-4c39-bb39-39512ec534ce,no_churn,0.25162736,0,no_churn,-0.15162550101847,-0.0056879286262483,-0.0200327174279573,-0.0055516223373342,0.0542890086747684,0.0409762154563031,0.0324119792969941,0.0921944134229124,Male,26,Yes,No,Disabled,Suburban,Master,1673244000
10,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8ab37a68-9a52-4047-ab75-27b9cb06ad30,churn,0.8745352,1,churn,-0.025409056326107,-0.0069291688719386,-0.0615808934171582,-0.120253936059326,0.0280941454403819,0.0657834707652955,0.0229550544393168,0.0818499479210368,Female,27,Yes,Yes,Unemployed,Suburban,High School or Below,1673244000
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,24314db6-9c09-44db-a27b-44f0365d1c51,no_churn,0.7153902,1,churn,0.232206720729319,-0.0035985445541518,-0.0317044972286385,-0.0085102970572006,0.0985439670153209,0.148439432724063,0.153725086964314,0.136871980223859,Male,59,Yes,Yes,Medical Leave,Rural,Bachelor,1673244000
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,53d7ec66-0c57-4f38-8e1b-a8b8516336d4,no_churn,0.49812236,0,no_churn,-0.0650195899223945,-0.0068831012568989,-0.0102768908496727,-0.034212616261866,0.0979462375697403,0.0498022570616922,0.0549273375436496,0.0796902174560091,Female,71,No,Yes,Medical Leave,Suburban,High School or Below,1673244000
16,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e2dff8c8-3fdd-4bea-bcc0-7fc38e87b61b,churn,0.79991394,1,churn,0.0544763875571516,-0.000832398796374,-0.0123924190358138,-0.111403033058705,0.054944768380883,0.0940073549181215,0.0581159773970102,0.0877238773268254,Female,54,Yes,Yes,Unemployed,Urban,College,1673244000
17,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,84d82053-ba19-4661-bd11-b3576038fa05,churn,0.60532725,1,churn,0.172792204954849,-0.004214438959334,0.0521994640200409,0.0602854882294741,0.150935551631392,0.13847215623342,0.0789103633200102,0.0399264045906329,Female,79,No,Yes,Employed,Suburban,College,1673244000
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,abd37fc2-d99e-4877-90b8-8c938fcf36d6,no_churn,0.49460596,0,no_churn,0.0843535057847384,0.0004752397722768,0.0271153713507055,0.127317591693977,0.0810151045619386,0.127383730532529,0.0882307303818743,0.125082583265739,Male,67,No,Yes,Unemployed,Suburban,High School or Below,1673244000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ee6cd1e9-68f1-432b-9d0a-b4ec96ace80f,churn,0.89976037,1,churn,0.234158155258592,-0.004922411557145,-0.0421390503103975,0.0620378835682549,0.12680131625837,0.139962707683098,0.0554576365770844,0.0887842840626945,Female,45,No,No,Employed,Suburban,Master,1673244000
64,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,a83e68fa-c0ca-42f4-a74c-2e3e3790fa1f,no_churn,0.11338396,0,no_churn,0.0366170757179315,0.0004448200439765,0.0736574251348065,0.0438000501439091,0.101130330258102,0.0111699962494913,0.0990676220797377,0.0884198735368227,Male,52,No,No,Employed,Suburban,Bachelor,1673244000
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3d276baf-df8f-4396-bbe4-07f3f2232886,churn,0.6917503,1,churn,0.0341542657328318,-0.0055114318755295,0.154183516488974,0.0637698835563242,0.159198492582327,0.0873214309553623,0.110085608951922,0.0727720904978559,Male,60,No,Yes,Medical Leave,Suburban,College,1673244000
51,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,62971804-8ed6-4d56-9b85-8d47ac5341ae,no_churn,0.18885471,0,no_churn,-0.135931415538034,-0.0042282649829394,0.0086706385306206,-0.0403155175990468,0.0125093957933131,-0.116275836102404,-0.0279004199648625,0.0344452659852686,Female,68,No,No,Employed,Suburban,College,1673244000
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0e3d302e-f3a6-4ae0-8ca8-ee74fd623a3c,churn,0.49948543,1,churn,-0.0720890816388146,-0.003022482906108,0.0991408804863112,0.0823772591401393,0.0420861506552591,0.107918710766144,0.0158123555284237,0.0301764730763352,Male,70,No,Yes,Employed,Suburban,Bachelor,1673244000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,560b6748-8f0d-4f3a-b000-bfb68da23763,churn,0.7949304,1,churn,0.245502653689118,-0.0017039011296401,0.0561606771476226,0.0689250662828635,0.0771069894972879,0.153725644515371,0.0631311919791915,0.0581255321872367,Male,50,No,No,Unemployed,Urban,Doctor,1673244000
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ff21de65-e4cb-40dd-8167-c735d91c6ecc,churn,0.5805591,0,no_churn,-0.116173074083854,-0.0016621691479303,0.0466750213744217,-0.0141201246633863,0.0785214499310131,0.0647394899345363,-0.0378231526952004,-0.0308502563022739,Female,36,No,No,Unemployed,Suburban,Master,1673244000
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8de57127-5e98-46ad-b9e9-699729c173da,no_churn,0.5196319,0,no_churn,-0.024839607839367,-0.001373645338117,0.0612155897525281,0.0704969866095598,0.0331734166502883,0.098592731239114,0.0228267506704469,0.0367387749525005,Male,74,No,Yes,Employed,Suburban,College,1673244000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,81c6e508-27c5-4cc5-ad7b-5133c0e31399,no_churn,0.0945523,0,no_churn,-0.168917861174664,-0.0024925659939845,-0.0045748391636652,0.0082252552712543,-0.0589557701355715,-0.101205061879414,0.0130067549997465,0.0458879357667683,Female,69,No,Yes,Employed,Rural,Bachelor,1673244000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,428a00ca-f265-4334-b381-754c5169efe4,churn,0.6073356,1,churn,0.193452245135795,-0.0036775407110508,0.0421676646788091,0.067626874879752,0.0758884968309303,0.161453825413228,0.113885367929524,0.0801769235602478,Female,36,No,Yes,Employed,Suburban,Master,1673244000
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,37d87ece-d670-4f13-a21d-d80205b8938f,churn,0.59830964,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Male,33,Yes,No,Unemployed,Suburban,Bachelor,1673244000
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c4be76aa-fe07-489c-b536-6e6748694320,no_churn,0.023343176,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Male,32,No,Yes,Employed,Suburban,Bachelor,1673244000
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,bd940a21-954c-4a2f-a9db-8a5a4f57bd47,no_churn,0.750578,1,churn,0.0299554643018564,-0.0044194365573821,0.0350162036942674,-0.0395451266984309,0.0761292819171103,0.0799098556352419,-0.0108028738395387,0.0226381318936,Female,59,No,No,Unemployed,Suburban,College,1673244000
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b0c37f7f-a629-4b0d-929f-044b0cfcb375,no_churn,0.35622346,0,no_churn,0.0457326601310251,-0.0022763125253004,0.132004226408963,0.0982111754925244,0.102545284245653,0.144049959119893,0.0910548173571533,0.0442710996559435,Male,46,Yes,Yes,Employed,Rural,Bachelor,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,60cbd4c0-533b-46db-9779-68659f066bf5,churn,0.89813673,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Female,58,No,No,Unemployed,Rural,College,1673244000
13,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,4658f36c-bb2d-430a-8b43-e3d86e7992f4,no_churn,0.31519142,0,no_churn,0.0688860264423601,-0.0017984617400725,0.0173522168029467,0.0393584831719454,0.0036200355723758,-0.0278977480128742,0.10391062300374,0.0875426768760007,Male,30,No,No,Employed,Urban,High School or Below,1673244000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,1c6a6adc-3bcc-4aa2-9132-bcee57db1258,churn,0.6390845,1,churn,0.042042583365428,-0.0070102345103987,-0.115558094062999,-0.0412216768537837,-0.0309653616376817,0.0950159683557194,-0.120777162174218,0.0103675180127902,Male,32,No,Yes,Unemployed,Suburban,Bachelor,1673244000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2fd9025b-7949-455c-9a94-d69eddd701c4,no_churn,0.48842674,1,churn,-0.0858220783267643,-0.0046679448575923,0.042738368911132,0.0473287398785942,0.0228991467728701,0.0716581214654161,-0.0461246992713495,0.0043332454399387,Male,66,Yes,No,Employed,Suburban,High School or Below,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5393d625-d75d-4b5a-866d-06d810561db3,churn,0.8803482,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Male,31,No,No,Unemployed,Suburban,Bachelor,1673244000
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9f02251a-e4f0-43b7-abd7-619ca24037da,no_churn,0.2792543,0,no_churn,-0.213402226440794,-0.0044944520745957,-0.0358529252760854,0.0310973021456447,0.0094208232485107,0.0328945266635491,-0.0402683744540991,-0.0241351095755817,Female,36,No,No,Employed,Suburban,Master,1673244000
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f9ebbe3e-0140-476f-9ade-5d994a9e6efe,churn,0.4939915,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,58,Yes,No,Employed,Urban,Bachelor,1673244000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,49ca07e0-734f-4d75-b0ba-3565aced0573,churn,0.8346008,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,23,No,Yes,Employed,Suburban,Bachelor,1673244000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cacdbab8-85f8-48f1-8dc6-c5dd4f4b2e7e,no_churn,0.23947522,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,50,No,Yes,Employed,Suburban,Doctor,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,88ee9e71-30d7-47a9-9273-5689c65f450e,churn,0.757179,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,70,Yes,Yes,Employed,Suburban,High School or Below,1673244000
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9dfc5da9-7e17-4c37-a3d9-bc43ff44fb9b,churn,0.60309184,1,churn,0.0918989981622235,-0.0049868323278769,-0.0237410179929247,0.164173818232612,0.0458988674931697,0.119718477756978,-0.0386988607096464,-0.0055581666160742,Female,49,No,Yes,Employed,Suburban,College,1673244000
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5dbbb4a8-7a4b-44f8-bdff-d45a618af503,churn,0.43796188,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Female,32,Yes,Yes,Retired,Suburban,High School or Below,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7fb853d7-be3b-4813-ad4a-d415fa0791d4,churn,0.8189327,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,49,No,No,Employed,Suburban,High School or Below,1673244000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e3e7ab4-2334-4948-a2c0-af3e0c861210,no_churn,0.0960955,0,no_churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Male,24,No,Yes,Employed,Suburban,High School or Below,1673244000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4b68f902-0156-4d36-b2d6-08d41163269d,churn,0.59297585,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,31,No,No,Employed,Suburban,Bachelor,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8511ca4e-6ae3-4c25-895e-11bb3fa66d11,churn,0.5189302,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,56,Yes,Yes,Medical Leave,Urban,Bachelor,1673244000
37,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,377ff6d0-08ff-4417-aee2-834ae02b3ecc,no_churn,0.09467788,0,no_churn,-0.128372264404607,-0.0107114718337106,-0.0790015982426848,0.0706559510498118,-0.0503930750606196,0.052283698000283,-0.0104491140810023,-0.0080660512427857,Male,23,No,No,Employed,Rural,High School or Below,1673244000
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c6f6855f-c1d8-4aa1-82fc-89e63ca37701,churn,0.5329642,1,churn,0.0728345984588986,0.0004050265961268,0.0886339709109779,0.110778395099787,0.11636298157051,0.142153280764337,0.0002317216134906,0.0152358643748357,Female,39,Yes,No,Disabled,Rural,High School or Below,1673244000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e9189708-4b97-422c-893f-ccfdfb591538,no_churn,0.8885351,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,79,No,No,Employed,Suburban,High School or Below,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,009cf878-4097-47b2-a938-6dee51a0ad03,no_churn,0.82104206,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,65,No,No,Employed,Rural,Bachelor,1673244000
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,55df12e4-049f-422b-9346-ff75d23f2241,no_churn,0.36638638,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Female,56,No,Yes,Unemployed,Suburban,College,1673244000
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa603443-52fb-40b2-b3f0-26793c5d4292,churn,0.6459499,1,churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,31,No,No,Disabled,Suburban,College,1673244000
64,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0be2a046-3231-4b86-8edc-c021a2e19fee,no_churn,0.043726947,0,no_churn,-0.223042864167692,-0.0048405348675078,-0.038001111297608,0.0026035249637243,-0.0062602770461762,0.0378600245994675,-0.0215652338108338,-0.0157796778204647,Female,60,No,No,Employed,Suburban,Master,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c0259978-e681-4a08-a496-0ebc6c44d649,churn,0.81463826,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,22,No,No,Disabled,Suburban,Bachelor,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8bb1ff65-14b1-409a-8682-b1b752d931cc,churn,0.6531317,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,78,No,Yes,Employed,Suburban,College,1673244000
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9d3942ff-cf00-4354-bc65-ad8e5b9a4232,no_churn,0.33385405,0,no_churn,0.0728345984588986,0.0004050265961268,0.0886339709109779,0.110778395099787,0.11636298157051,0.142153280764337,0.0002317216134906,0.0152358643748357,Male,67,No,No,Employed,Suburban,College,1673244000
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dda25d18-d2ab-499b-98ca-0dd5bb46e6f9,no_churn,0.3340957,0,no_churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Female,65,No,No,Employed,Rural,College,1673244000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f89e432-4ae0-4eea-9a4a-8a4ef5ac293c,churn,0.697126,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,66,No,Yes,Disabled,Suburban,Master,1673244000
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d38e892d-f084-4af1-8b36-fbfe1537664d,no_churn,0.14586213,0,no_churn,-0.152993587208243,-0.0031824750714622,0.0609620880392867,0.059378300063563,0.0353452451960674,0.0547256682825491,-0.0013566057456228,-0.0102182700347748,Female,65,No,No,Unemployed,Urban,High School or Below,1673244000
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b83c17f6-ee21-426e-b152-f49a9b6c3d05,churn,0.45323718,1,churn,-0.0643093417683712,-0.0016869314962968,0.109327355096575,0.055900436992797,0.0008351263621625,0.104889375849284,-0.0212421088448536,-0.0142699133863334,Female,59,Yes,Yes,Employed,Rural,High School or Below,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,08043f28-a745-448d-9c5d-c3c1bd558243,churn,0.756187,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,67,No,No,Employed,Rural,Bachelor,1673244000
65,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,e8b9f473-2f3b-44dc-ba3e-fd73ac8b5d12,churn,0.14351994,1,churn,0.079373101224678,-0.0003503328971964,0.102263312407881,0.113986110694086,0.0853364591775016,0.0034197279738737,-0.0006104828001662,0.0104845343825763,Female,52,No,Yes,Unemployed,Suburban,High School or Below,1673244000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7bf8d4fd-1eeb-4fdb-a424-5436519c51ba,churn,0.86391306,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,62,No,Yes,Unemployed,Rural,High School or Below,1673244000
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a4d049ed-44b9-47e5-adbf-8bbd850de391,no_churn,0.26700336,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,66,No,No,Employed,Suburban,Bachelor,1673244000
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,efc257df-70b3-4d5f-b8fd-d991b0c8673a,no_churn,0.4260425,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Male,31,No,No,Disabled,Suburban,Doctor,1673244000
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,847d4266-395b-4754-8936-585533fbc058,no_churn,0.36695635,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,48,No,Yes,Employed,Suburban,Bachelor,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0e4ae2e0-ecf9-4d65-8164-2e51b6e08476,churn,0.81620747,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,49,No,Yes,Employed,Suburban,Bachelor,1673244000
54,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,0e25b1af-e745-44ce-b025-4dfb3065e927,no_churn,0.016343953,0,no_churn,-0.128472143905037,-0.0144437337843919,-0.003075034150097,-0.0273477865493623,-0.114891505483392,0.0306792674872303,0.0256235031473897,0.041461886250463,Male,78,No,Yes,Employed,Rural,College,1673244000
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,2d41d961-d174-4c74-87ef-ffaa7db39f94,churn,0.59830964,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Male,31,No,No,Employed,Urban,High School or Below,1673244000
41,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,508aa221-3af9-40bc-80cc-1317105a047f,no_churn,0.059513327,0,no_churn,-0.061474708136975,-0.0019558670714104,-0.0179085728071186,-0.0185477298107434,0.0470891875015877,-0.0935004087331981,0.0133626208245186,0.053909326454559,Female,76,No,No,Employed,Rural,High School or Below,1673244000
66,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,723f011c-14f6-48f2-89ba-b6dc8ff9f2b1,no_churn,0.34412563,0,no_churn,-0.104024906097657,-0.001914289787237,0.0185586396560574,-0.0086671380793541,0.0004056113587103,-0.147097208076593,-0.0023362404245108,0.026049379407159,Male,33,No,Yes,Employed,Suburban,College,1673244000
52,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,8077234b-f63e-46ae-b4ec-fd3a8d3f32e6,churn,0.02674073,0,no_churn,-0.119148890961069,-3.71027447909e-05,0.0554492263919746,0.0070784873605407,0.0639926470239515,0.132254465467595,0.0935672942423298,0.117817724962715,Male,20,No,Yes,Employed,Suburban,Bachelor,1673244000
38,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f2235fd8-7a2f-4758-b2e3-eab162491669,no_churn,0.015390619,0,no_churn,-0.0691545796567152,-0.0118386128913516,-0.030280697531125,-0.114872784811341,-0.014857095600073,0.0383133479482239,-0.0307183552599599,-0.0356173734175536,Male,67,Yes,No,Employed,Suburban,Bachelor,1673244000
56,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d39e076d-bcad-48b3-9b50-7f08be3cf8bd,no_churn,0.12891014,0,no_churn,-0.0293411682810619,-0.0015266706893635,-0.039585065469746,-0.0017423085180053,0.0957731587464513,0.0689367490377117,0.0271829529398019,0.0712762016887245,Male,23,No,No,Unemployed,Suburban,High School or Below,1673244000
50,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e89e80c3-f387-457b-a584-c17bd014e8db,no_churn,0.33385405,0,no_churn,0.0728345984588986,0.0004050265961268,0.0886339709109779,0.110778395099787,0.11636298157051,0.142153280764337,0.0002317216134906,0.0152358643748357,Male,59,Yes,Yes,Employed,Suburban,Master,1673244000
48,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,dcedbe54-c761-459e-9961-4370b05eec1b,no_churn,0.33514386,0,no_churn,0.0518878384477375,-0.0020973103472715,0.0579138016164961,0.11399048904992,0.0998903274448275,0.137499034400098,0.114921968849821,0.0603010429033747,Male,80,No,No,Unemployed,Suburban,High School or Below,1673244000
63,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,2d0b8bf0-ff23-45c8-a325-fad5cdc3865d,no_churn,0.0070999605,0,no_churn,-0.0622578771394546,-0.0033665733627822,-0.0157929314572174,-0.0176774146292154,0.0036179457158687,-0.121557150887566,-0.0236380901080156,-0.0283540618671213,Female,62,No,No,Unemployed,Suburban,Bachelor,1673244000
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b8b1c8e4-a694-4667-a41f-b891ba126bca,no_churn,0.4260425,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,27,No,Yes,Employed,Suburban,College,1673244000
52,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,23d3ec40-e448-4656-9311-45d1c9812e78,no_churn,0.0272877329999999,0,no_churn,-0.0556147162001798,-0.0027398695200827,-0.0710780185724797,-0.0493664863496087,0.047246332086288,0.0576681547306452,-0.0366468693573369,-0.0584946773771116,Male,46,No,No,Employed,Rural,Master,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,541f1a04-2f05-4b31-baa5-b68404586244,churn,0.6531317,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,57,No,No,Employed,Urban,Bachelor,1673244000
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,5fb3fe8b-ab38-444d-b837-bd2e135411f4,no_churn,0.49460596,0,no_churn,0.0843535057847384,0.0004752397722768,0.0271153713507055,0.127317591693977,0.0810151045619386,0.127383730532529,0.0882307303818743,0.125082583265739,Male,80,Yes,No,Medical Leave,Suburban,Master,1673244000
38,Yes,No,High Speed,Phone_Support,Two year,100hrs+,Active,bd7d85f5-007a-487f-9fa1-9029fb1cffb4,no_churn,0.016995592,0,no_churn,-0.0424010112594805,-0.0014752810073332,0.002996568360777,0.0062816734523221,0.076630098974856,-0.0526316819321436,0.0665655246987626,0.0650079557977733,Female,29,No,Yes,Disabled,Rural,College,1673244000
62,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,d21fa34d-0c3a-4b92-a3d5-bbea2bc63722,no_churn,0.11578149,0,no_churn,0.0637280034245122,0.0019750982439472,0.037812092770182,0.10077726429492,0.131614437166663,0.0268629786968631,0.122693282119581,0.115510703530308,Female,49,No,Yes,Medical Leave,Suburban,Bachelor,1673244000
49,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,4efbcc18-9c1b-4445-b019-a0b7a9d6a285,churn,0.26465577,1,churn,-0.0362859429146192,-0.002209773939885,0.0487769010065676,0.0883438699942416,-0.0412913416301489,-0.204135491959532,0.0618065155674503,0.0384691118841328,Male,26,Yes,Yes,Employed,Suburban,College,1673244000
23,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ceebbbfb-bbde-422b-a5bc-3296bb8bff9c,no_churn,0.12897597,0,no_churn,-0.116808398341236,-0.007133120371036,-0.0342131239147238,-0.0428549943805046,-0.0280611690246587,0.0414067671752218,-0.0237454281967984,-0.0192833501934001,Female,67,No,No,Employed,Suburban,High School or Below,1673244000
24,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,95e99c7f-ce2d-4104-899f-db926f8d0c01,churn,0.74683076,1,churn,-0.17839544457679,-0.0055246672636349,0.0386216404437163,-0.0896138927381616,0.0292783869674167,0.0430496867493093,-0.11837520683921,0.0219333432673738,Male,29,No,No,Retired,Suburban,College,1673244000
27,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f39b700b-3304-4093-8fe3-afcd326ca726,no_churn,0.44876316,0,no_churn,-0.158061832925277,-0.0023916325393292,-0.0629160872394186,-0.132166649039827,0.0327371519012376,0.0426578100363985,-0.0367667018250358,0.0678817855704073,Female,78,No,Yes,Employed,Suburban,Bachelor,1673244000
54,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,35933492-6fc2-4af9-a425-0b246eb52d59,no_churn,0.06963611,0,no_churn,-0.0560572630729802,-0.0066619464495306,0.0357264253715766,-0.094929492531628,-0.0724084810426938,0.0494164856833595,0.031638368228032,0.0542497545086553,Male,21,No,No,Unemployed,Rural,College,1673244000
72,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,6265fad6-12da-4e2e-a3ab-fdb33adcd4a4,churn,0.0027667012,0,no_churn,-0.100307964868198,-0.0062742963854816,-0.0251013501457146,-0.0231680135488659,-0.109362476164624,0.0345552702896293,-0.0136144758479258,0.0142471562093123,Male,39,No,Yes,Employed,Suburban,Bachelor,1673244000
62,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,52f08a98-3d2d-4d37-979a-600ae4cd9ee9,no_churn,0.0050444184,0,no_churn,-0.0631081181879926,-0.0036795409480691,-0.0104919166584477,-0.0298928092306414,-0.0223856599359896,-0.108849812991757,-0.0134907675784234,-0.0171275272457205,Female,54,No,Yes,Employed,Suburban,High School or Below,1673244000
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,611ac9ac-8df1-43a9-9cf6-432f937cdb21,no_churn,0.005546423,0,no_churn,-0.105037670865684,-0.0063458150326755,-0.0341905429302073,-0.0325990818117111,-0.0616095238014804,0.033615551359353,-0.0172032273216382,-0.0256558414165056,Female,40,Yes,No,Medical Leave,Urban,Bachelor,1673244000
35,Yes,Yes,High Speed,Phone_Support,Two year,<50hrs,Active,47331bd3-8a3a-433f-9ef5-8c08f7747899,no_churn,0.18700081,0,no_churn,-0.0900903023340652,-0.0022565032056809,0.0085986159753701,-0.0308844060434421,0.0499710811889781,-0.109889127136594,0.0174639941083296,0.0480604976747963,Female,58,No,Yes,Employed,Suburban,Master,1673244000
15,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2c44c841-4081-40ae-a9a7-13af3bb347cd,no_churn,0.036185373,0,no_churn,-0.0373589944930427,-0.0095582103997185,-0.0119841513703431,-0.0781636829663693,-0.0725787824236067,0.0501412113289825,-0.0342572272785946,-0.0374885358112078,Female,59,No,Yes,Employed,Suburban,High School or Below,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6b7f9907-c05b-4144-b8e0-f9bfb0d953a2,churn,0.81620747,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,72,No,Yes,Unemployed,Suburban,Bachelor,1673244000
45,No,No phone service,Low Speed,In_Store_Support,One year,<50hrs,Active,fb6c5223-a143-4fa3-b439-d69d343066ef,no_churn,0.157415,0,no_churn,-0.0955287164846913,0.0245244036680196,-0.0077563240682502,-0.045733710295467,-0.0021231225147766,-0.0782716297060869,0.0098564577936394,0.0160064878167349,Male,69,No,Yes,Unemployed,Suburban,High School or Below,1673244000
15,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,11731467-9adf-42ed-9112-7ef462b1fde1,no_churn,0.10339545,0,no_churn,-0.0373589944930427,-0.0095582103997185,-0.0119841513703431,-0.0781636829663693,-0.0725787824236067,0.0501412113289825,-0.0342572272785946,-0.0374885358112078,Male,24,Yes,No,Employed,Rural,Bachelor,1673244000
72,Yes,Yes,Low Speed,Phone_Support,Two year,<50hrs,Active,5f6c071b-463a-43a0-b277-4398a9185119,no_churn,0.0044286093,0,no_churn,-0.163208317589742,-0.0020792997174612,-0.0020576782995158,-0.0086577054186091,0.0186127690515968,-0.185416552700317,0.0271633226341873,0.0466173109287774,Male,48,No,No,Employed,Suburban,High School or Below,1673244000
39,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,cd6de141-8fb2-46b7-8b80-651661e1a54b,no_churn,0.00814004,0,no_churn,-0.0368802552956822,-0.0056810009870059,-0.0036781747491477,-0.0410749291083993,-0.0400859515390402,-0.116468847704109,-0.0127349927517389,-0.0124219997380168,Female,50,Yes,Yes,Employed,Urban,College,1673244000
27,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,57f045bb-8fec-43bd-8375-927d68392fd4,no_churn,0.011754018,0,no_churn,-0.105217976331014,-0.0144428381030593,-0.0583072551809891,-0.0353886746764146,-0.0366350498355495,0.0349496104616991,-0.0352469576310522,-0.0187370100243606,Male,40,Yes,Yes,Unemployed,Urban,High School or Below,1673244000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,0499b191-60b6-4c24-923a-35420e4cfbea,churn,0.7949304,1,churn,0.245502653689118,-0.0017039011296401,0.0561606771476226,0.0689250662828635,0.0771069894972879,0.153725644515371,0.0631311919791915,0.0581255321872367,Female,21,Yes,Yes,Employed,Suburban,High School or Below,1673244000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,da864c45-3509-49ed-ba71-cd8308af0545,churn,0.89976037,1,churn,0.234158155258592,-0.004922411557145,-0.0421390503103975,0.0620378835682549,0.12680131625837,0.139962707683098,0.0554576365770844,0.0887842840626945,Male,40,Yes,No,Unemployed,Urban,College,1673244000
51,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f76aa86e-74aa-431e-a0d3-52a454c676a6,no_churn,0.25263387,0,no_churn,-0.148103234622304,0.0205217589766107,-0.013332246648988,-0.0644956226645445,-0.0369473927714352,0.0393778921280682,-0.0303976481958488,-0.0356496579056329,Male,34,No,Yes,Unemployed,Suburban,High School or Below,1673244000
23,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ff069a98-da32-46a0-9a01-8f7cdb040355,no_churn,0.12897597,0,no_churn,-0.116808398341236,-0.007133120371036,-0.0342131239147238,-0.0428549943805046,-0.0280611690246587,0.0414067671752218,-0.0237454281967984,-0.0192833501934001,Male,73,No,No,Employed,Urban,Bachelor,1673244000
3,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b0616d71-bc80-471f-a814-2b6ff91f2d6b,no_churn,0.41384867,0,no_churn,0.150190492160093,-0.0088036641304279,0.0728001926698198,-0.141395365431763,0.0697006746020179,0.102202842819106,-0.0406756759658674,-0.0497718340526716,Male,37,No,No,Employed,Suburban,College,1673244000
24,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,5b3fdd0b-63f6-471d-a72c-58742ab3a757,churn,0.74683076,1,churn,-0.17839544457679,-0.0055246672636349,0.0386216404437163,-0.0896138927381616,0.0292783869674167,0.0430496867493093,-0.11837520683921,0.0219333432673738,Female,55,No,Yes,Medical Leave,Suburban,College,1673244000
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,59972f76-cb63-490b-8f75-cd698f3ea19c,no_churn,0.2792543,0,no_churn,-0.213402226440794,-0.0044944520745957,-0.0358529252760854,0.0310973021456447,0.0094208232485107,0.0328945266635491,-0.0402683744540991,-0.0241351095755817,Female,38,No,No,Retired,Suburban,College,1673244000
23,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,ccfdc604-bf31-4376-9967-6600d2190b50,no_churn,0.009748805,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Female,42,Yes,No,Employed,Urban,Bachelor,1673244000
54,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,100hrs+,Active,8591e860-d879-4330-8b8d-96013b6149e8,no_churn,0.10291341,0,no_churn,-0.0607146100968202,-0.0020517249571275,-0.0561032349225934,-0.101128133924303,0.0565161820848516,-0.118470520678657,0.0426019176687987,0.0603239730358109,Male,74,No,No,Unemployed,Suburban,Bachelor,1673244000
46,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,e945a285-6ba9-43db-8b73-f8d49bce9707,no_churn,0.23630473,0,no_churn,-0.116454440581924,-0.0043077624847228,0.0656839220779784,0.104124138704483,0.0050689936052413,0.0620729017479561,-0.0166015128112121,0.0022209454197309,Female,58,No,No,Employed,Urban,High School or Below,1673244000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,90b88ec2-2246-4eb9-9e8b-aa7b11e4c2d7,no_churn,0.6774245,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,37,Yes,No,Medical Leave,Suburban,College,1673244000
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2be0a0f8-982c-4216-8092-9a17ed455cb0,no_churn,0.17405844,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Female,63,Yes,No,Employed,Rural,High School or Below,1673244000
62,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0b7bb80b-3c13-455f-a000-baaf41be4a91,no_churn,0.0050444184,0,no_churn,-0.0883253486340163,-0.0050026317824222,-0.0535132836832644,-0.036642286486267,-0.022390844403294,0.0362615703360461,-0.0231937749571261,-0.0462195521561261,Male,45,No,No,Employed,Suburban,College,1673244000
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,6b30dbf4-c4f7-4a24-b8fa-6c1ba35f39fa,churn,0.3291149,1,churn,-0.274040964616643,-0.0046525302034342,0.0143284768090006,-0.0860723971282141,0.0096197864910664,0.0332915068941611,0.025944050963244,0.0292225830372262,Female,79,No,Yes,Employed,Rural,Doctor,1673244000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,522ff3d6-ff90-4db0-91a7-a3c7aa0bd8a5,no_churn,0.23947522,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,75,No,Yes,Employed,Rural,High School or Below,1673244000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cb0e8b6a-9c0c-4e2e-978e-2f678fa4a3f7,no_churn,0.23947522,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Female,20,No,Yes,Employed,Urban,Bachelor,1673244000
51,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,18c61543-0c7a-43b5-a673-6a4ff36afe9d,no_churn,0.03538157,0,no_churn,-0.0695956010708596,-0.0053932704754697,0.0260705872818471,-0.0283402707383356,-0.150460507463313,0.0392325449238978,-0.0239226001148199,-0.0132837005943474,Male,47,Yes,Yes,Employed,Urban,College,1673244000
48,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,c9b76e96-8d04-4468-8d7d-9d64de5eb898,no_churn,0.031041136,0,no_churn,-0.0564749543877951,-0.00491322161075,-0.0046046563778327,-0.0410675912531769,-0.0422095608712243,-0.0739388389010764,-0.0208480621924718,-0.024969267603974,Male,41,No,Yes,Unemployed,Rural,College,1673244000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,31b83b7b-2ce4-4731-a364-13a6ace18ab4,no_churn,0.2635693,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,23,No,Yes,Employed,Suburban,College,1673244000
23,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,f3c3c660-1771-416a-9af6-af2bc99a7cbf,no_churn,0.009748805,0,no_churn,-0.0566288885217545,-0.0062831731115147,-0.0236744969154096,-0.0215205471481022,0.0095894452822722,-0.0939132155261177,-0.0342734287678467,-0.0423218482730044,Male,47,No,Yes,Employed,Rural,Bachelor,1673244000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9b493945-f0fe-4bc6-bc6b-d004a6e3c1ce,no_churn,0.23356088,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,35,No,No,Employed,Suburban,Bachelor,1673244000
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,b813b22a-90c2-4fdf-b6cb-c09af59e2eed,no_churn,0.5196319,0,no_churn,-0.024839607839367,-0.001373645338117,0.0612155897525281,0.0704969866095598,0.0331734166502883,0.098592731239114,0.0228267506704469,0.0367387749525005,Male,26,Yes,Yes,Employed,Suburban,College,1673244000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8be7915c-a247-4f05-a2c7-c7843d3d79e7,churn,0.697126,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Male,35,Yes,Yes,Employed,Suburban,High School or Below,1673244000
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,21c8675a-c2a8-4858-9255-38d0a19469fe,no_churn,0.54030776,0,no_churn,0.192318513309401,0.022556109572597,-0.0028015330353809,-0.0865476140991995,-0.036244771754591,0.106384585918458,-0.0439636377764418,-0.0370353174486626,Female,42,No,No,Employed,Suburban,College,1673244000
72,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,30a10c5c-f6b2-4cb5-a992-d833f193522e,no_churn,0.0022141184,0,no_churn,-0.0837238295373504,-0.0034925722874527,0.0057796135352259,-0.0085715489887775,0.0071344549338255,-0.148798507402907,-0.0167429597854243,-0.0206108027871141,Male,72,No,No,Employed,Urban,High School or Below,1673244000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,386b24bf-3895-4c9c-b5e2-ba2683d33b90,churn,0.89976037,1,churn,0.234158155258592,-0.004922411557145,-0.0421390503103975,0.0620378835682549,0.12680131625837,0.139962707683098,0.0554576365770844,0.0887842840626945,Female,32,No,Yes,Employed,Suburban,Master,1673244000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c8b97066-56cf-4ae7-b06f-43bf77e31538,no_churn,0.23356088,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,41,No,Yes,Employed,Suburban,Master,1673244000
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d20bf7b8-47c8-4a6f-852d-b77a442c7c7c,no_churn,0.49460596,0,no_churn,0.0843535057847384,0.0004752397722768,0.0271153713507055,0.127317591693977,0.0810151045619386,0.127383730532529,0.0882307303818743,0.125082583265739,Male,39,Yes,Yes,Employed,Suburban,High School or Below,1673244000
66,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,cef739d3-8733-4c89-9ca0-7d7aa1addcdf,no_churn,0.20165318,0,no_churn,-0.0737475484358128,-0.0002374782676815,0.0354216949702731,0.0330544731553891,0.0798949827359138,0.093628880833221,0.0463762867331206,0.0610865311943871,Male,24,No,No,Unemployed,Rural,College,1673244000
47,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fd3c6423-0d16-4e66-adc7-21f610e98da3,no_churn,0.015929315,0,no_churn,-0.0914809181748205,-0.0067637082369037,-0.0271650254343148,-0.0415458045747254,-0.06057097929066,0.0277098646490958,-0.0330702940615083,-0.0261392864962726,Female,62,No,Yes,Unemployed,Urban,Bachelor,1673244000
52,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,02ff7e08-c30b-4be9-895b-c2a89afc790f,no_churn,0.0064821863,0,no_churn,-0.0649311255872817,-0.0036559511271116,0.0017834724308431,-0.0356243058979362,0.0097205213033885,-0.120342845084006,-0.0277393933001803,-0.0282365256730736,Female,40,Yes,No,Disabled,Urban,Master,1673244000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,f74957dc-2a5e-4b8f-ae2c-fe200e3e9263,no_churn,0.44398335,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,52,No,No,Employed,Rural,High School or Below,1673244000
23,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,45dbe4ab-9d6c-4e10-ad61-bd1255d60388,no_churn,0.009748805,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Female,30,Yes,No,Employed,Suburban,Bachelor,1673244000
44,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,98bc2a6f-8177-427c-af81-ac88922cd224,no_churn,0.09666377,0,no_churn,-0.104631833710646,-0.0063436381978863,-0.0038812842477636,-0.0056218270928002,0.0335032917356329,0.0114879784847471,-0.0215715920239836,-0.0319672458020068,Female,45,Yes,No,Medical Leave,Suburban,College,1673244000
38,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,f57cdad4-9d8d-4647-ac8a-c36250c08ba9,no_churn,0.016995592,0,no_churn,-0.202100606555432,-0.0100640925212064,-0.0240946606456964,-0.0332097995743424,0.027501805967986,0.0156078408479697,0.0214742279326492,0.0313829420202819,Male,56,No,Yes,Unemployed,Suburban,Bachelor,1673244000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7ffd6bde-f497-417e-aaa7-651848652c28,churn,0.8346008,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,64,No,No,Unemployed,Rural,College,1673244000
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d0fc1797-0abe-4251-8e6f-2e65c65e9ff8,no_churn,0.54030776,0,no_churn,0.192318513309401,0.022556109572597,-0.0028015330353809,-0.0865476140991995,-0.036244771754591,0.106384585918458,-0.0439636377764418,-0.0370353174486626,Male,23,Yes,Yes,Employed,Urban,Master,1673244000
12,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c821a7e7-fafe-4b2a-897e-864397c3a409,no_churn,0.49460596,0,no_churn,0.0843535057847384,0.0004752397722768,0.0271153713507055,0.127317591693977,0.0810151045619386,0.127383730532529,0.0882307303818743,0.125082583265739,Female,48,Yes,No,Employed,Urban,Bachelor,1673244000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b90d3816-a28e-41b0-82fc-046015bb19db,churn,0.5962481,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,73,Yes,Yes,Disabled,Suburban,High School or Below,1673244000
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c4a13bb6-fc8f-4f22-a301-8799b2379987,no_churn,0.35622346,0,no_churn,0.0457326601310251,-0.0022763125253004,0.132004226408963,0.0982111754925244,0.102545284245653,0.144049959119893,0.0910548173571533,0.0442710996559435,Female,22,No,No,Unemployed,Urban,Bachelor,1673244000
51,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a703321e-7e24-4ff2-80a7-2eb398d9378c,no_churn,0.03538157,0,no_churn,-0.0695956010708596,-0.0053932704754697,0.0260705872818471,-0.0283402707383356,-0.150460507463313,0.0392325449238978,-0.0239226001148199,-0.0132837005943474,Female,34,Yes,No,Employed,Suburban,Master,1673244000
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,73c5d3af-dd41-4b2a-a241-f0776a2773c6,no_churn,0.4260425,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,80,Yes,No,Employed,Suburban,High School or Below,1673244000
33,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,698bc6bc-4a13-4fd2-8fac-78f8007c37e3,no_churn,0.11783016,0,no_churn,-0.10895664936651,-0.0059293984195755,-0.0499562080270425,-0.079534224656636,0.0215777808502753,0.0289690825686648,-0.0285390903479401,-0.0466574429929278,Male,77,Yes,No,Employed,Suburban,High School or Below,1673244000
18,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4f955bf3-1e4e-4d8b-9933-66475e6d2007,no_churn,0.26700336,0,no_churn,-0.119613642974264,-0.0063197651067093,0.0667131168618652,0.0627242591146296,-0.0174554117161915,0.0845558018558722,-0.0367517441449126,-0.0400472011074179,Male,68,No,Yes,Unemployed,Suburban,Bachelor,1673244000
16,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,9e661ac7-a83f-47c0-8c8b-e99ed1b8816d,no_churn,0.047698114,0,no_churn,0.0024532985384666,-0.0075909860535284,-0.0163344283476908,-0.0165864378674814,-0.0241340754863995,-0.131166485399963,-0.0340369526874201,-0.0416300832540673,Male,54,No,Yes,Unemployed,Urban,High School or Below,1673244000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,394a0b45-e5e0-409c-b04e-b303abdd5b28,no_churn,0.2635693,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,30,No,No,Disabled,Suburban,High School or Below,1673244000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,0c46968b-ca03-4b67-b009-5b0c2dc76cd8,churn,0.89976037,1,churn,0.234158155258592,-0.004922411557145,-0.0421390503103975,0.0620378835682549,0.12680131625837,0.139962707683098,0.0554576365770844,0.0887842840626945,Female,61,Yes,No,Employed,Suburban,Bachelor,1673244000
69,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,5ac834c6-60e4-4dd0-b730-faf055f33335,no_churn,0.06904026,0,no_churn,-0.132048272747688,-0.0041817609172449,0.0205541061830354,0.0597845959806727,-0.0622401491435903,0.0520838959103821,-0.0059101211939014,-0.0209407395657399,Male,79,No,No,Employed,Urban,Bachelor,1673244000
29,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a0beeee2-f6e4-4431-b9cc-6bdaed5541f0,no_churn,0.039082494,0,no_churn,0.0639187716465676,0.192646497676824,0.0903864964943068,0.0145894205811237,0.0852632142461334,0.136545597508043,0.0091062906215256,-0.001482433742085,Female,33,No,No,Employed,Suburban,Bachelor,1673244000
64,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,817b3ec1-cb9a-4a36-95b7-2015e3424e68,no_churn,0.043726947,0,no_churn,-0.223042864167692,-0.0048405348675078,-0.038001111297608,0.0026035249637243,-0.0062602770461762,0.0378600245994675,-0.0215652338108338,-0.0157796778204647,Male,39,Yes,No,Employed,Suburban,College,1673244000
15,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,71a74b1b-46e5-4290-827f-af2f8a88785c,no_churn,0.643482,0,no_churn,0.0469650467295923,-0.0029007149915923,0.054054604285302,0.114411505412218,-0.0595154903185539,0.0925026405006974,0.081687799244537,0.0566256051924301,Female,29,Yes,No,Employed,Rural,Bachelor,1673244000
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2b5dedcc-77d7-421d-aaf4-1ab51d601ed0,churn,0.4939915,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,62,No,No,Employed,Suburban,High School or Below,1673244000
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fae9a695-f369-47c3-8eb8-a28c5a2319b2,no_churn,0.0945523,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Female,37,Yes,No,Employed,Suburban,College,1673244000
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,4571bc25-2cfd-4e8f-a0fc-813ee3b81351,no_churn,0.40072903,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Female,79,No,No,Employed,Suburban,College,1673244000
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2d7dfa79-ff10-48b1-ad60-e38f706de73c,no_churn,0.750578,1,churn,0.0299554643018564,-0.0044194365573821,0.0350162036942674,-0.0395451266984309,0.0761292819171103,0.0799098556352419,-0.0108028738395387,0.0226381318936,Male,46,No,Yes,Employed,Urban,College,1673244000
44,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,731815ae-221d-4645-a325-3aff65c715d5,no_churn,0.022000482,0,no_churn,-0.0735529725458127,-0.0055082351354576,-0.0174218034894056,-0.026386806979226,-0.0110841496797638,-0.061143931904844,-0.0341076537930166,-0.0398205987737219,Male,42,No,Yes,Employed,Suburban,High School or Below,1673244000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1106a9a0-ea7a-4bc2-820b-00eb60eef66a,churn,0.091919385,1,churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Male,70,No,Yes,Employed,Suburban,High School or Below,1673244000
52,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,0ba23ace-f790-4c69-be28-638f206ea92a,no_churn,0.0064821863,0,no_churn,-0.100449561849491,-0.0030828831781946,0.0178382088879152,-0.103230632122759,0.0326669551983013,0.0582435527941015,-0.0409482940185989,-0.0650634977410118,Male,53,No,No,Employed,Suburban,College,1673244000
40,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d19cd516-aa61-457a-9a86-85cf4635e6be,no_churn,0.6224865,1,churn,-0.0498965335413504,-0.0042294003403003,0.116520972613143,0.11077141613705,0.106432617295031,0.141009975253946,0.14261975255853,0.137745055793548,Female,32,No,No,Employed,Suburban,High School or Below,1673244000
71,Yes,No,Low Speed,In_Store_Support,Two year,<80hrs,Active,b31e6091-6a11-4519-b190-53563bb8f82d,no_churn,0.0048564076,0,no_churn,-0.0856793514115725,-0.0042900917082806,-0.0123526210126146,-0.0188464701730299,-0.0410837116404764,-0.139777852492216,0.012106936523287,0.0208970089008744,Male,26,No,No,Employed,Rural,Bachelor,1673244000
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,eef2c9ee-6a70-4651-bc4c-b366b86cf923,churn,0.6917503,1,churn,0.0341542657328318,-0.0055114318755295,0.154183516488974,0.0637698835563242,0.159198492582327,0.0873214309553623,0.110085608951922,0.0727720904978559,Male,64,No,No,Employed,Urban,High School or Below,1673244000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f84131d7-ed6f-4293-96a3-efe0f058c631,churn,0.697126,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,39,Yes,Yes,Employed,Urban,Bachelor,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d8291ded-2788-458b-b6ea-756cb20f115c,churn,0.757179,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,27,No,No,Unemployed,Urban,College,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7912f884-e269-4439-8272-f4f8d1027097,churn,0.6531317,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,51,No,Yes,Employed,Suburban,College,1673244000
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c0bb9d48-dff3-4b0e-bc8f-aa56b6bdc467,no_churn,0.35622346,0,no_churn,0.0457326601310251,-0.0022763125253004,0.132004226408963,0.0982111754925244,0.102545284245653,0.144049959119893,0.0910548173571533,0.0442710996559435,Female,44,Yes,Yes,Employed,Rural,College,1673244000
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,cee0a8ec-de9c-45d6-9eb7-0918bdaaddaa,churn,0.59830964,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Female,60,Yes,Yes,Disabled,Urban,High School or Below,1673244000
24,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7519c774-3a21-4bc2-bb89-4847a43fcce4,no_churn,0.24206278,0,no_churn,0.0308109006557879,0.154006978371399,0.0549220761887681,0.116050605361679,0.0279505146836254,0.107794834774195,-0.0081819434383214,-0.0283801101310928,Female,53,No,No,Medical Leave,Suburban,Bachelor,1673244000
54,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,17391d5c-0285-4d91-a324-37c59f45cf39,churn,0.24033701,0,no_churn,-0.149718276852036,-0.0031632026097213,-0.0607744726943565,0.0166590923904368,-0.0462574204656812,-0.0543268359285502,0.0065940656565362,0.0419608977338793,Female,45,Yes,No,Unemployed,Suburban,Bachelor,1673244000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3e25b53d-deda-46e7-8a85-99f6a13133d5,no_churn,0.2635693,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,72,No,Yes,Retired,Rural,High School or Below,1673244000
46,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,0cc88f11-850f-4da5-a427-ca1decd7f6ca,no_churn,0.23630473,0,no_churn,-0.116454440581924,-0.0043077624847228,0.0656839220779784,0.104124138704483,0.0050689936052413,0.0620729017479561,-0.0166015128112121,0.0022209454197309,Male,41,Yes,Yes,Unemployed,Suburban,College,1673244000
67,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,74aacf42-ad1d-4e95-a0fd-9fae0062c60a,no_churn,0.14586213,0,no_churn,-0.152993587208243,-0.0031824750714622,0.0609620880392867,0.059378300063563,0.0353452451960674,0.0547256682825491,-0.0013566057456228,-0.0102182700347748,Male,74,No,Yes,Unemployed,Suburban,Bachelor,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8a8beea8-82f4-4da4-becb-b85884fb02d7,churn,0.6531317,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,22,No,No,Medical Leave,Suburban,High School or Below,1673244000
48,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,4a7c07c0-0808-40f2-9c6c-397864a37a56,no_churn,0.33514386,0,no_churn,0.0518878384477375,-0.0020973103472715,0.0579138016164961,0.11399048904992,0.0998903274448275,0.137499034400098,0.114921968849821,0.0603010429033747,Male,61,Yes,Yes,Employed,Suburban,Doctor,1673244000
62,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,5b38dd70-5b7c-4906-84ff-06e5ff50ec27,no_churn,0.008596934,0,no_churn,-0.0631081181879926,-0.0036795409480691,-0.0104919166584477,-0.0298928092306414,-0.0223856599359896,-0.108849812991757,-0.0134907675784234,-0.0171275272457205,Male,27,Yes,Yes,Employed,Rural,College,1673244000
21,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,139be17c-ae03-431c-9dcd-9bf436cf31bb,churn,0.6593439,1,churn,0.0290115871711987,-0.0023558621774282,0.114740132312863,0.111444300617286,0.0492567643107759,0.120207455639229,0.117082226470957,0.0698094777571714,Male,30,Yes,Yes,Employed,Urban,Bachelor,1673244000
52,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,36b39486-dfff-4ff5-9a2d-2a7849a3e119,no_churn,0.02674073,0,no_churn,-0.119148890961069,-3.71027447909e-05,0.0554492263919746,0.0070784873605407,0.0639926470239515,0.132254465467595,0.0935672942423298,0.117817724962715,Female,68,No,No,Employed,Suburban,College,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,76f5dc94-1cc2-4733-adda-2a1d1d9a3313,churn,0.8189327,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,47,Yes,No,Employed,Suburban,High School or Below,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,02da02f0-43b8-4243-98cd-db88dca3a2db,churn,0.757179,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,52,No,No,Employed,Suburban,High School or Below,1673244000
33,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b7a02edd-60fa-48af-8538-8fca12001bac,no_churn,0.11783016,0,no_churn,-0.10895664936651,-0.0059293984195755,-0.0499562080270425,-0.079534224656636,0.0215777808502753,0.0289690825686648,-0.0285390903479401,-0.0466574429929278,Female,22,No,Yes,Unemployed,Urban,High School or Below,1673244000
71,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eee51832-7e23-4716-adcd-77d67f7c3259,no_churn,0.0024682153,0,no_churn,-0.103914888738855,-0.0047737771078891,-0.0541165414899069,-0.0408587563847959,-0.0291727373744606,0.0350555215608164,-0.018545686740781,-0.0526992854789659,Female,73,No,No,Employed,Suburban,Bachelor,1673244000
3,Yes,No,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,e741676b-aa6f-4954-ab35-8a31a17d651d,churn,0.7839899,1,churn,0.0398887880999973,-0.0046614333659454,-0.0643075543968552,-0.0416629788179489,0.0198823965916926,0.103256524756334,0.0577316624304694,0.0907353355782834,Female,64,Yes,No,Medical Leave,Suburban,Bachelor,1673244000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d3982367-3940-4703-8599-36a7838dda59,churn,0.697126,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,70,No,Yes,Retired,Suburban,High School or Below,1673244000
71,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,e08a44cd-9fa4-4a6c-8068-03abd4957a87,no_churn,0.023343176,0,no_churn,-0.0238665554345607,-0.0016826998337637,0.0782635062342706,0.0923550066764346,0.0868993400901399,-0.0189627411049696,0.0766604814363199,0.0839979984808451,Male,55,Yes,No,Unemployed,Urban,Bachelor,1673244000
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,78527851-a643-4ee6-b33b-28170ed844f1,no_churn,0.6774245,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Male,54,Yes,Yes,Medical Leave,Suburban,High School or Below,1673244000
48,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,5c9f4de0-7bad-4e5a-86ee-eda938a78072,no_churn,0.33514386,0,no_churn,0.0518878384477375,-0.0020973103472715,0.0579138016164961,0.11399048904992,0.0998903274448275,0.137499034400098,0.114921968849821,0.0603010429033747,Female,68,No,No,Employed,Suburban,Master,1673244000
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,cd94beef-40fc-40d4-82f3-4e047db6793e,no_churn,0.40072903,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Female,61,No,Yes,Unemployed,Rural,Bachelor,1673244000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,1f69d10b-d5af-4a02-a0d8-128b85bde04c,no_churn,0.0945523,0,no_churn,-0.168917861174664,-0.0024925659939845,-0.0045748391636652,0.0082252552712543,-0.0589557701355715,-0.101205061879414,0.0130067549997465,0.0458879357667683,Male,76,Yes,Yes,Employed,Suburban,College,1673244000
27,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1f62f73f-15bc-4fc5-90db-92f8d4023c0e,no_churn,0.011754018,0,no_churn,-0.105217976331014,-0.0144428381030593,-0.0583072551809891,-0.0353886746764146,-0.0366350498355495,0.0349496104616991,-0.0352469576310522,-0.0187370100243606,Female,62,No,Yes,Employed,Urban,College,1673244000
1,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b96ab589-006f-4a5e-848e-ef0bbaffb75c,churn,0.80056864,1,churn,0.259567123440502,-0.0064766157105304,0.0021464946904734,-0.0432825557966134,-0.0409205725193305,0.122598053317724,-0.0367980051564882,-0.036824352650965,Female,37,Yes,Yes,Employed,Urban,High School or Below,1673244000
58,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Active,01829400-1385-4213-a2fa-8c27ccb09382,no_churn,0.25162736,0,no_churn,0.0127589855377391,-0.0036099863792696,0.0073151606863029,0.0378561582757083,0.0963673977865619,-0.0484484024666562,0.0830067551965021,0.086394453411267,Female,24,Yes,No,Retired,Suburban,High School or Below,1673244000
72,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,c21195aa-8e25-49f3-affa-dab77df22e8c,no_churn,0.0019508629,0,no_churn,-0.0915688331705587,-0.0038755963613766,-0.0010834657163604,-0.0252861970914909,0.0024088451327224,-0.110491066153013,-0.0163407837006525,-0.022789055444191,Male,75,No,No,Unemployed,Suburban,High School or Below,1673244000
56,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,ec75b650-d380-46ac-8835-5712a3e7c44a,no_churn,0.12891014,0,no_churn,-0.0293411682810619,-0.0015266706893635,-0.039585065469746,-0.0017423085180053,0.0957731587464513,0.0689367490377117,0.0271829529398019,0.0712762016887245,Male,27,No,Yes,Employed,Suburban,Master,1673244000
39,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b5a4f0b8-92c3-4bbb-b189-4716248ac0cc,no_churn,0.00814004,0,no_churn,-0.0596002346659679,-0.0159669036854756,-0.0109297239778425,-0.0471726195977316,-0.10384974129297,0.0358356039354021,-0.0417600669406601,-0.0230824652337469,Female,26,No,Yes,Employed,Urban,Bachelor,1673244000
64,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f6cc8983-4256-4629-9f58-0a4c827f14a2,no_churn,0.009996884,0,no_churn,-0.0931622647856784,-0.003426548254647,-0.0071141658897431,-0.055969545212547,0.0075442610405843,0.0490818109592055,-0.0417703937352234,-0.0475426394488295,Male,50,Yes,No,Unemployed,Suburban,College,1673244000
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,31a352b1-3783-408a-9470-0892c4198e40,churn,0.3291149,1,churn,-0.274040964616643,-0.0046525302034342,0.0143284768090006,-0.0860723971282141,0.0096197864910664,0.0332915068941611,0.025944050963244,0.0292225830372262,Female,58,No,Yes,Employed,Suburban,College,1673244000
40,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,0f244b46-5865-4959-8af6-e43d57e0ec83,no_churn,0.6224865,1,churn,-0.0498965335413504,-0.0042294003403003,0.116520972613143,0.11077141613705,0.106432617295031,0.141009975253946,0.14261975255853,0.137745055793548,Female,71,No,No,Disabled,Suburban,Bachelor,1673244000
48,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,5871ec02-9659-452a-a440-3575000d588c,no_churn,0.33514386,0,no_churn,0.0518878384477375,-0.0020973103472715,0.0579138016164961,0.11399048904992,0.0998903274448275,0.137499034400098,0.114921968849821,0.0603010429033747,Male,49,No,No,Employed,Rural,College,1673244000
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,a90e8a63-55c9-47a9-9804-4a9d32bb79c9,churn,0.59830964,1,churn,0.0066051274873007,-0.003306742356217,0.146480893267826,0.119194532214715,0.0753837161299998,0.144175181900109,0.11311742208246,0.0578872240458986,Female,52,No,Yes,Unemployed,Suburban,College,1673244000
34,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,cb6b21f1-00c7-4a68-9015-651d33af9200,no_churn,0.015295621,0,no_churn,-0.0723301777861888,-0.0023645549368302,-0.0826020566515762,-0.0328819342293718,-0.0071835296654671,0.0733955321773601,0.0581240716544743,0.0386260240535898,Male,46,No,No,Employed,Suburban,College,1673244000
70,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,8d830fe0-9971-45c7-a9ee-4e5bd2c907ae,churn,0.13961156,0,no_churn,-0.119395558602714,-0.0032176260221604,0.028854010177356,0.0379651790937759,0.0939847057120823,0.104996744477157,0.0092807049209841,0.0706723616138788,Male,62,Yes,No,Disabled,Suburban,Bachelor,1673244000
21,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,80166c02-5184-4c04-a986-91980a5ec1b5,no_churn,0.34287634,0,no_churn,0.0163636727274206,-0.0051959555325993,-0.0398812142094539,0.0123372617392306,0.0611357972965197,0.0931937530799587,0.0261352308967252,0.036218642012991,Female,27,No,No,Medical Leave,Suburban,High School or Below,1673244000
45,No,No phone service,Low Speed,In_Store_Support,One year,<50hrs,Active,1f931fef-8ff5-4e7e-bbe2-32b017d9b08c,no_churn,0.157415,0,no_churn,-0.0955287164846913,0.0245244036680196,-0.0077563240682502,-0.045733710295467,-0.0021231225147766,-0.0782716297060869,0.0098564577936394,0.0160064878167349,Female,71,No,Yes,Disabled,Urban,High School or Below,1673244000
72,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,cd54437a-927e-4673-a8d4-daeaccc011ac,no_churn,0.0027667012,0,no_churn,-0.0894316425839497,-0.0039595358659971,-0.0109725418555626,-0.0126939094562567,-0.0513355650509584,-0.131967593376521,0.0110163649815694,0.0203182705750623,Male,69,Yes,Yes,Disabled,Suburban,Master,1673244000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1fa12a60-24cb-453a-97cc-5aab01747134,no_churn,0.29909864,0,no_churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,46,Yes,No,Unemployed,Urban,Bachelor,1673244000
64,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,eb1c436c-d021-408c-881c-e0ffef36a181,no_churn,0.010812496,0,no_churn,-0.116384570352811,-0.0024162081192662,0.0381170306340573,0.0181175321977389,0.0575215832351932,0.0719260823304557,-0.0210417220917042,-0.0301992113636697,Male,29,Yes,Yes,Employed,Suburban,College,1673244000
40,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,37f0cc92-8ca7-4a19-9cf0-e7f9e91def77,churn,0.6224865,1,churn,-0.0498965335413504,-0.0042294003403003,0.116520972613143,0.11077141613705,0.106432617295031,0.141009975253946,0.14261975255853,0.137745055793548,Female,65,No,Yes,Employed,Urban,High School or Below,1673244000
16,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2c49acad-e669-453e-a0ee-1c1a4cb7b645,no_churn,0.047698114,0,no_churn,0.0708421043724683,-0.0034438810076972,0.0190986589697786,0.007782255300026,-0.0363820399975884,0.0913003121070232,-0.0223468263778886,-0.0234164101105034,Male,32,No,No,Unemployed,Suburban,High School or Below,1673244000
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,edc885ec-4e54-422d-84b0-0d2177532c2d,no_churn,0.0148004955,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Female,69,Yes,Yes,Unemployed,Suburban,College,1673244000
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,16e0f1d3-a8c3-4de2-b6d4-81a4cf9e929e,no_churn,0.6917503,1,churn,0.0341542657328318,-0.0055114318755295,0.154183516488974,0.0637698835563242,0.159198492582327,0.0873214309553623,0.110085608951922,0.0727720904978559,Female,28,Yes,Yes,Employed,Suburban,High School or Below,1673244000
9,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,43f0f7ff-f96b-41b3-8a00-94538675e7e3,churn,0.17432301,1,churn,0.120251541239031,-0.0105135304943723,-0.0299161802857997,0.0205913784014683,0.0259759335781382,0.100656821165921,-0.0306832580016453,-0.0428372604418655,Female,72,No,Yes,Employed,Suburban,High School or Below,1673244000
12,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c2ecc5bb-db18-47f4-946d-78d44d0e9f18,no_churn,0.019543976,0,no_churn,-0.018660898807102,-0.0074738217780759,-0.113309670340714,-0.0638503608832252,-0.0142619410428415,0.0547417743967162,-0.0407295134212472,-0.0571483844547037,Male,23,No,Yes,Retired,Suburban,College,1673244000
43,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,6ec1aeb1-f5e8-444a-9e22-6cac6f5097ed,no_churn,0.09662476,0,no_churn,0.0020114976347576,-0.0004800566376434,0.0317447924767657,-0.0389880558710501,0.0889227930236302,-0.100394906259135,0.0837177168363632,0.0744400691443297,Male,75,Yes,No,Employed,Suburban,Bachelor,1673244000
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,3215f9ef-7814-4355-b84f-11a301b50318,no_churn,0.5196319,0,no_churn,-0.024839607839367,-0.001373645338117,0.0612155897525281,0.0704969866095598,0.0331734166502883,0.098592731239114,0.0228267506704469,0.0367387749525005,Male,50,No,Yes,Unemployed,Urban,Bachelor,1673244000
63,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,9696cf0c-9abb-47af-b388-93d63beb9221,no_churn,0.50947326,1,churn,-0.161366987791816,-0.0008292496143621,0.0448838257242096,0.0675141381137109,0.0527647773821445,0.0716857501244157,0.120224499450778,0.098216145457136,Female,73,No,No,Employed,Suburban,College,1673244000
71,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,61a8fc0e-ee03-42a6-b3ef-cdbed6d192ff,no_churn,0.0549837159999999,0,no_churn,-0.201038772206034,-0.001914054936933,0.0131403213973635,-0.0229496312453011,0.0520928945385685,0.0563641192077921,-0.0017366764660528,0.067015646256932,Male,44,No,No,Employed,Urban,College,1673244000
62,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,21649da5-8dd9-48b7-b042-8c542c21624b,no_churn,0.11578149,0,no_churn,-0.113691523028619,-0.0017332947150862,-0.0017146673406568,0.0268663274134542,0.0712040888682895,0.0502963972880024,0.0432216288839117,0.0871439405143246,Male,62,Yes,Yes,Unemployed,Urban,Master,1673244000
54,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,740f221c-4784-4979-bc3d-46ec22bae9f2,churn,0.06963611,0,no_churn,-0.0560572630729802,-0.0066619464495306,0.0357264253715766,-0.094929492531628,-0.0724084810426938,0.0494164856833595,0.031638368228032,0.0542497545086553,Female,44,Yes,Yes,Retired,Rural,High School or Below,1673244000
38,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,600b2f36-102d-4b2f-9558-2dbf78c97707,no_churn,0.015390619,0,no_churn,-0.0236428755425004,-0.0052327248443998,-0.0097648378119902,-0.0665114244491724,0.0045943632326816,-0.104508810464667,-0.026202496768692,-0.0377573465844398,Male,25,No,Yes,Employed,Suburban,High School or Below,1673244000
66,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,637e7bb6-7a23-4766-9a81-3258b4d0d0a2,no_churn,0.34412563,0,no_churn,-0.205796842025929,-0.003282516295294,0.0475930339316255,-0.0410699340182509,0.0241361873780806,0.0139467036652604,-0.0519202170947755,-0.0426325700890083,Female,58,No,No,Unemployed,Urban,High School or Below,1673244000
27,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2dfee020-8082-459a-b7e2-0c06c1fbeab0,no_churn,0.44876316,0,no_churn,-0.158061832925277,-0.0023916325393292,-0.0629160872394186,-0.132166649039827,0.0327371519012376,0.0426578100363985,-0.0367667018250358,0.0678817855704073,Male,56,No,Yes,Employed,Suburban,Master,1673244000
54,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,9855717d-514e-4060-b6bb-5234f43ef3ea,no_churn,0.24033701,0,no_churn,-0.180078539635961,-0.006156849312465,-0.114018119110297,0.0454134149411402,-0.0327475885765852,0.0404085934558315,0.0189496100570795,0.0492033278375856,Male,63,No,No,Employed,Suburban,Bachelor,1673244000
70,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,a0f079b0-ae16-474d-9e3e-edaba5311a80,churn,0.13961156,0,no_churn,-0.115423579757917,-0.0018471363985736,0.0158293142538786,-0.0064270466904417,0.0338194966625451,-0.188933915737134,0.0233405315002437,0.0468484941010865,Male,28,No,Yes,Employed,Suburban,Bachelor,1673244000
34,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,e9351795-9315-4279-8de9-3c0b4f9062d7,no_churn,0.47878334,0,no_churn,-0.147969651895828,-0.0061626542019439,-0.0701936475406728,0.0237116627202885,-0.0845044314314418,0.0430411144359186,-0.0185092328435166,0.0015606880512495,Male,49,No,No,Disabled,Rural,College,1673244000
52,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,b9b07af8-36c7-44d2-bee3-a300fd942527,churn,0.02674073,0,no_churn,-0.0945748953255861,-0.0019246872186704,-0.021929738193121,-0.058059897935891,0.037241445284817,-0.198664788461483,0.0380209586223827,0.060865450898309,Male,42,No,No,Unemployed,Suburban,Bachelor,1673244000
66,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,084645bf-07a8-43f2-a62c-cc731427dc43,no_churn,0.20165318,0,no_churn,-0.0491880002375637,-0.0004603276281704,0.0366320318627549,-0.0340608933748262,-0.0202310792047592,-0.131902406613217,0.0184144757475405,0.065658937676344,Male,25,Yes,Yes,Employed,Suburban,College,1673244000
52,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,02bf5282-805c-4a78-b727-e9dccc7be6bc,no_churn,0.0064821863,0,no_churn,-0.100449561849491,-0.0030828831781946,0.0178382088879152,-0.103230632122759,0.0326669551983013,0.0582435527941015,-0.0409482940185989,-0.0650634977410118,Male,29,No,No,Employed,Suburban,High School or Below,1673244000
48,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,e176348d-686c-42e7-afbe-2090d266538d,no_churn,0.2163139,0,no_churn,-0.0613824771299914,-0.004629003434602,0.088327311051089,0.111350545307223,-0.0183441530504751,0.0599029243362201,0.0944869530072901,0.0465950895748574,Female,31,No,No,Medical Leave,Suburban,College,1673244000
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dcea9885-e528-4d6a-b4b2-5e304e24a8f9,no_churn,0.4260425,0,no_churn,0.0949303030242299,-0.0056061131488786,-0.0752379280490731,0.06163334288447,0.0112716707736944,0.112655204546099,-0.0155444089384764,-0.0355802021276031,Female,58,Yes,No,Employed,Suburban,Master,1673244000
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,100hrs+,Active,8041297a-2a77-4463-a032-c23e5992142b,no_churn,0.01110263,0,no_churn,-0.124608995465051,-0.0032597315640487,0.0102374941042762,0.0340160985249531,-0.0534972633677989,-0.172884125245564,0.0154408626095209,0.0255295088515049,Male,69,Yes,Yes,Employed,Suburban,High School or Below,1673244000
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b8b1d3b9-8f51-4087-9956-bf6886b81419,churn,0.22640428,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,76,No,No,Medical Leave,Suburban,College,1673244000
67,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1d75994e-e234-4f79-8344-802f2d26f0d5,no_churn,0.030434025,0,no_churn,-0.0559811341870045,-0.0011349278211309,-0.0046997007707432,-0.005375900643794,-0.0320459150489477,0.0554453759102216,-0.0268976485662096,-0.0383363007390653,Female,39,No,Yes,Retired,Rural,High School or Below,1673244000
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,76c511d1-a92b-43b8-b3b0-d9ba2c3fdd2c,no_churn,0.06998346,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,58,Yes,Yes,Employed,Suburban,Bachelor,1673244000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9ae615bc-a422-40c1-b328-6d208167c020,no_churn,0.2635693,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Female,20,No,Yes,Unemployed,Rural,College,1673244000
44,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6f780b89-0fb7-498d-a1cc-56b899e4453c,no_churn,0.022000482,0,no_churn,-0.124761537073646,-0.0095283186493907,-0.0331710580752042,-0.0274452235086937,-0.0211719332713619,0.0333998797083586,-0.0410320712336579,-0.0253158891036036,Male,57,No,No,Employed,Rural,Bachelor,1673244000
29,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,f0127114-d34e-47cd-86e1-5f679f70da1a,no_churn,0.039082494,0,no_churn,0.0639187716465676,0.192646497676824,0.0903864964943068,0.0145894205811237,0.0852632142461334,0.136545597508043,0.0091062906215256,-0.001482433742085,Female,64,No,No,Employed,Urban,Bachelor,1673244000
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,307c2825-5aa3-4d95-ae1b-4dc61ba3986d,no_churn,0.17032114,0,no_churn,0.14227169071235,-0.0085072598870829,0.0150901854661788,0.0822656658938558,0.0079033333785173,0.0928848242832373,-0.0188218481725925,0.0076943228629534,Female,73,No,No,Employed,Urban,High School or Below,1673244000
10,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,cf083c22-89a8-4688-9051-53c73958e62b,churn,0.8745352,1,churn,-0.025409056326107,-0.0069291688719386,-0.0615808934171582,-0.120253936059326,0.0280941454403819,0.0657834707652955,0.0229550544393168,0.0818499479210368,Female,74,No,Yes,Employed,Suburban,High School or Below,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c38a17cb-cfc7-4db1-b046-0cd58e7131f9,churn,0.89813673,1,churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,53,Yes,Yes,Employed,Suburban,High School or Below,1673244000
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d56b8cf2-8e00-4c37-a0e9-b42ab839aea7,no_churn,0.2635693,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,26,No,No,Employed,Suburban,Doctor,1673244000
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,234b3406-5525-4212-8d66-9fe88be2c30a,churn,0.43796188,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,80,Yes,Yes,Disabled,Suburban,College,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,df89d900-884b-4fbd-8cf0-ea7977d5dce5,churn,0.757179,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,52,Yes,Yes,Employed,Suburban,High School or Below,1673244000
43,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,89d459d1-580d-47b6-860e-018f44e96c6e,no_churn,0.09662476,0,no_churn,-0.122590233847668,-0.0024758891085912,0.0274729493170434,-0.0584176718199341,0.0212463965849383,0.072906000938201,0.0647975525900255,0.0280347478961266,Male,52,No,Yes,Employed,Suburban,High School or Below,1673244000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f0627723-c09b-48b0-a557-1f09b354940d,churn,0.091919385,1,churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Male,24,Yes,No,Unemployed,Rural,Bachelor,1673244000
62,Yes,Yes,Medium Speed,Web_Chat_Support,One year,100hrs+,Active,4e2c89a2-a7d9-4a3c-ad22-e47c769ca34e,no_churn,0.11578149,0,no_churn,0.0637280034245122,0.0019750982439472,0.037812092770182,0.10077726429492,0.131614437166663,0.0268629786968631,0.122693282119581,0.115510703530308,Female,48,Yes,Yes,Employed,Rural,High School or Below,1673244000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4c496b8c-c919-47e2-af1b-136ddc58e7d1,no_churn,0.111168005,0,no_churn,0.219737472117194,-0.0070254050152107,-0.0221920148365097,-0.0465037506506814,-0.0107353203729235,0.119990164901365,-0.0195767973493457,-0.0009881399308505,Male,55,No,Yes,Retired,Urban,High School or Below,1673244000
9,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,70cad2cb-6e57-4210-b295-4ae06f68aaa9,churn,0.091919385,1,churn,0.0224321972217512,-0.003251889609528,0.0019121619079305,-0.0314603754320342,-0.0748363654166132,0.0664941341086705,-0.0179765762936494,-0.0148361118949469,Male,31,Yes,Yes,Unemployed,Suburban,College,1673244000
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e89db32e-cc0f-4277-8bf4-3e6b738b50bc,no_churn,0.06998346,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,24,No,No,Unemployed,Suburban,College,1673244000
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f63a771-13cd-462c-b934-46a7d7df9fed,no_churn,0.0022141184,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Male,54,No,Yes,Employed,Suburban,College,1673244000
23,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,18a1d0af-7406-4dfc-9b67-fa2c5946e2b6,no_churn,0.12897597,0,no_churn,-0.116808398341236,-0.007133120371036,-0.0342131239147238,-0.0428549943805046,-0.0280611690246587,0.0414067671752218,-0.0237454281967984,-0.0192833501934001,Female,29,Yes,No,Unemployed,Rural,College,1673244000
27,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,4bddfc98-3ff4-4c1a-9a0a-7c76aff1d063,no_churn,0.011754018,0,no_churn,-0.0546486389578785,-0.0047201709838554,-0.0222624743875076,-0.0267005380941918,-0.0319377030601845,-0.0968393985941656,-0.0163202511786221,-0.015596977846535,Male,29,No,No,Unemployed,Urban,College,1673244000
68,Yes,Yes,High Speed,Phone_Support,One year,<50hrs,Active,f097a951-637a-4c20-85e1-eaec2226e004,no_churn,0.09001959,0,no_churn,-0.0372397490944422,-0.0011857630443228,0.0427640461085502,-0.0701329642030759,0.0478715659810495,-0.144693249249585,0.0497259115900305,0.0777529398964179,Female,71,No,Yes,Employed,Urban,College,1673244000
61,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,524ebe88-d090-4556-b3c2-b8ae0bdd63fa,churn,0.3291149,1,churn,-0.133943598524611,-0.0019574962036131,0.0224874039249516,0.0252525544496438,-0.0440252424924437,-0.103496373608905,-0.0235890112390188,0.0302456128435915,Female,62,No,No,Employed,Suburban,Master,1673244000
17,Yes,Yes,Medium Speed,Phone_Support,Two year,0hrs,Disabled,1bc8eda4-2396-4aeb-a236-26ce5f2018e0,no_churn,0.007914848,0,no_churn,0.027027622384121,-0.0033887057045285,0.0029638605121908,-0.076014810578381,0.014522958066791,-0.160805569220956,-0.0306367288660294,-0.0326947796600325,Female,48,No,No,Employed,Rural,Bachelor,1673244000
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3a171899-004f-4592-bf1d-e34c1f46da58,no_churn,0.36695635,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,69,No,Yes,Medical Leave,Suburban,High School or Below,1673244000
43,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,19414967-b605-4e8a-8a9b-3672586dca97,no_churn,0.13616107,0,no_churn,-0.0292832198605356,-0.0109498331705617,0.0125173643058587,-0.127813331277976,-0.0432980501632846,0.0957663731670618,0.0509376047874866,0.0680969402367918,Male,76,No,No,Disabled,Suburban,College,1673244000
64,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3c7572ba-86d7-48bf-aec4-1f712138ef0f,no_churn,0.010812496,0,no_churn,-0.116384570352811,-0.0024162081192662,0.0381170306340573,0.0181175321977389,0.0575215832351932,0.0719260823304557,-0.0210417220917042,-0.0301992113636697,Female,68,No,No,Unemployed,Suburban,Bachelor,1673244000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b54edf70-02c6-46cd-8b5a-b442d08bb9d8,churn,0.6073356,1,churn,0.193452245135795,-0.0036775407110508,0.0421676646788091,0.067626874879752,0.0758884968309303,0.161453825413228,0.113885367929524,0.0801769235602478,Female,22,No,No,Employed,Suburban,Master,1673244000
49,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,b23d24dd-192e-4b6e-818a-28b106c0d3ba,churn,0.26465577,1,churn,-0.0284619860611564,-0.00421304078096,0.105577620401418,0.111782201374472,-0.100373241507477,0.0609795948141436,0.128513434707547,0.0583359411493984,Female,30,No,No,Employed,Suburban,High School or Below,1673244000
48,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,3532543f-ce39-4a84-9751-b00512348e75,no_churn,0.2163139,0,no_churn,-0.0613824771299914,-0.004629003434602,0.088327311051089,0.111350545307223,-0.0183441530504751,0.0599029243362201,0.0944869530072901,0.0465950895748574,Male,68,Yes,No,Employed,Suburban,Bachelor,1673244000
67,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,72560bdc-6adf-4fb9-9f47-a0248c95474a,no_churn,0.030434025,0,no_churn,-0.0559811341870045,-0.0011349278211309,-0.0046997007707432,-0.005375900643794,-0.0320459150489477,0.0554453759102216,-0.0268976485662096,-0.0383363007390653,Female,41,No,No,Disabled,Urban,Bachelor,1673244000
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,805755ed-e392-47f6-837a-c83cf88dfa2a,no_churn,0.4111088,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Male,37,No,Yes,Retired,Suburban,College,1673244000
13,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b560d956-5bc1-4c14-80af-421c40c50351,churn,0.7717363,1,churn,0.115684097684025,-0.0028660380943256,0.0959160857958158,-0.0072996381394295,0.160370386829891,0.137686693250998,0.0942153518124541,0.113933587586635,Male,23,Yes,Yes,Employed,Suburban,College,1673244000
20,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,743e01d5-e581-4005-9680-21df3cbcd0e4,no_churn,0.016504724,0,no_churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Male,31,No,Yes,Employed,Urban,High School or Below,1673244000
15,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,9530940b-2146-4952-9747-b4ba40521ae7,no_churn,0.643482,0,no_churn,0.0469650467295923,-0.0029007149915923,0.054054604285302,0.114411505412218,-0.0595154903185539,0.0925026405006974,0.081687799244537,0.0566256051924301,Female,50,No,Yes,Employed,Urban,High School or Below,1673244000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,008d46e3-1b18-4601-bcd9-59ac519b62d1,churn,0.8346008,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,68,No,No,Unemployed,Suburban,College,1673244000
18,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,91095a54-f997-446b-a3e5-f29ef2af11db,no_churn,0.012788527,0,no_churn,-0.0770482815335526,-0.0103540651961702,0.0426103127040914,-0.0113529612705406,0.0562084179869452,0.0726923030066518,-0.0608303014425655,-0.0609515746185025,Female,27,No,Yes,Employed,Rural,College,1673244000
32,Yes,No,High Speed,In_Store_Support,One year,<50hrs,Active,f24ee294-a21d-4691-94a2-7c1780e65abc,no_churn,0.08939376,0,no_churn,-0.0501173040684807,-0.001918046667015,-0.0255084236736729,-0.0539332067683244,-0.0385783371055913,-0.12012376220735,0.0481942218213316,0.042958705928786,Female,71,No,No,Unemployed,Urban,Bachelor,1673244000
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cd242e0b-9f69-4c0f-a8ad-422c2a707866,churn,0.4939915,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,43,No,Yes,Medical Leave,Suburban,Bachelor,1673244000
49,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,827c4a05-449c-46c4-bf9f-c45a6c187aac,churn,0.26465577,1,churn,-0.0362859429146192,-0.002209773939885,0.0487769010065676,0.0883438699942416,-0.0412913416301489,-0.204135491959532,0.0618065155674503,0.0384691118841328,Female,47,No,Yes,Employed,Urban,Bachelor,1673244000
71,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,16010c29-7f20-49fd-a09b-952f65b1bbb1,no_churn,0.02285407,0,no_churn,-0.10236225431212,-0.0015497631051766,-0.0157364004400551,-0.0438905340700648,-0.0600625647978631,0.0512562393810003,0.0015038394618295,-0.0315180440729955,Male,71,Yes,No,Employed,Suburban,Master,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fdacabc6-b519-4080-8e00-d986e6029be3,churn,0.8189327,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,27,Yes,No,Employed,Suburban,High School or Below,1673244000
71,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,a08f735d-294e-4fd8-8cd5-238095f03aaa,no_churn,0.0048564076,0,no_churn,-0.13130564517337,-0.0049801488381126,-0.0046979935574654,-0.0199540777131096,-0.0476046290281465,0.0526405546779005,0.0160371844958353,0.0175052729440722,Female,33,No,No,Employed,Suburban,Bachelor,1673244000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,85fb4b1c-acf3-4d91-a24e-b30c7e2b6d79,churn,0.7949304,1,churn,0.245502653689118,-0.0017039011296401,0.0561606771476226,0.0689250662828635,0.0771069894972879,0.153725644515371,0.0631311919791915,0.0581255321872367,Female,21,No,Yes,Employed,Urban,College,1673244000
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,dee4635f-7250-4407-8732-cb52b51d6b31,no_churn,0.40072903,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Female,36,Yes,No,Unemployed,Suburban,College,1673244000
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,58bfaa2c-3691-4bc4-8ed9-9af191ae61b8,churn,0.6390845,1,churn,0.042042583365428,-0.0070102345103987,-0.115558094062999,-0.0412216768537837,-0.0309653616376817,0.0950159683557194,-0.120777162174218,0.0103675180127902,Female,23,No,Yes,Disabled,Suburban,High School or Below,1673244000
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1bb30511-dd44-4be6-9b9c-cebb39c554b2,churn,0.14351994,1,churn,-0.156591702506871,-0.0033874939015549,0.06202721686328,0.0527053430628438,0.0396398541246071,0.0428450978938963,0.0019152450369983,0.0002233362360311,Female,79,No,Yes,Disabled,Suburban,Bachelor,1673244000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ad8ae54-3b9a-4835-94d8-65e71eb7430a,churn,0.86391306,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,45,No,No,Medical Leave,Suburban,College,1673244000
37,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d666fe20-c0e8-4dd5-b89e-b15b7e130438,no_churn,0.09467788,0,no_churn,-0.128372264404607,-0.0107114718337106,-0.0790015982426848,0.0706559510498118,-0.0503930750606196,0.052283698000283,-0.0104491140810023,-0.0080660512427857,Female,29,Yes,No,Employed,Suburban,College,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,9d64de77-23a0-480f-a9b5-d65f7c133634,churn,0.8803482,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,38,No,No,Retired,Suburban,Bachelor,1673244000
52,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,b8be4750-ce4e-4792-85b7-38bc60fee23a,churn,0.02674073,0,no_churn,-0.119148890961069,-3.71027447909e-05,0.0554492263919746,0.0070784873605407,0.0639926470239515,0.132254465467595,0.0935672942423298,0.117817724962715,Female,54,No,No,Employed,Rural,High School or Below,1673244000
8,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,122b0d0d-3adc-4f61-9262-86098fc1337c,no_churn,0.7489114,0,no_churn,-0.0499990914931458,-0.0088457083773209,0.02842120081772,-0.128071973237365,-0.0735025400823542,0.0508949442553603,0.0293071876249086,0.0459603059184701,Female,36,No,Yes,Unemployed,Suburban,Bachelor,1673244000
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,7ca379f6-8c73-4275-b3c5-e137394d1c60,no_churn,0.005546423,0,no_churn,-0.105037670865684,-0.0063458150326755,-0.0341905429302073,-0.0325990818117111,-0.0616095238014804,0.033615551359353,-0.0172032273216382,-0.0256558414165056,Male,43,No,No,Employed,Rural,High School or Below,1673244000
9,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,56b6cc1b-8ed4-425f-a1e7-d3a42cb43b4b,churn,0.17432301,1,churn,0.120251541239031,-0.0105135304943723,-0.0299161802857997,0.0205913784014683,0.0259759335781382,0.100656821165921,-0.0306832580016453,-0.0428372604418655,Female,21,No,No,Retired,Suburban,Bachelor,1673244000
71,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,e1cc2c46-a7d3-4d7b-9206-f08bf82b19c9,churn,0.16515358,0,no_churn,-0.160391325337014,0.0001086778569879,0.0373946428553244,-0.0148070094104878,0.0313322362268991,0.117722669267787,0.127898685452819,0.123048608303234,Female,58,No,Yes,Employed,Urban,Doctor,1673244000
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,9abf0ece-bc05-47e6-9e8f-66743992fc41,no_churn,0.35622346,0,no_churn,0.0457326601310251,-0.0022763125253004,0.132004226408963,0.0982111754925244,0.102545284245653,0.144049959119893,0.0910548173571533,0.0442710996559435,Female,54,No,No,Employed,Urban,College,1673244000
27,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,c41e2247-122f-4aff-85e4-1f5d08ae8297,no_churn,0.011754018,0,no_churn,-0.0546486389578785,-0.0047201709838554,-0.0222624743875076,-0.0267005380941918,-0.0319377030601845,-0.0968393985941656,-0.0163202511786221,-0.015596977846535,Male,41,No,Yes,Employed,Suburban,High School or Below,1673244000
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,80fa80fe-1f20-49c7-9536-65c1e36003cb,churn,0.22640428,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,29,No,Yes,Employed,Suburban,College,1673244000
9,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,414aec43-bffd-4297-93de-fccc0ecfb0b8,churn,0.5998211,1,churn,-0.023097459597825,0.0278940603101591,-0.0589668175632778,-0.111366666391887,-0.0271214366000049,0.0752861572483516,-0.0372709008602987,0.0356169091225365,Female,45,No,No,Employed,Suburban,Doctor,1673244000
38,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,97743c94-7e3a-427d-abee-209a3cb97f78,no_churn,0.016995592,0,no_churn,-0.202100606555432,-0.0100640925212064,-0.0240946606456964,-0.0332097995743424,0.027501805967986,0.0156078408479697,0.0214742279326492,0.0313829420202819,Male,73,No,Yes,Employed,Urban,High School or Below,1673244000
16,Yes,No,Low Speed,In_Store_Support,One year,0hrs,Disabled,6c3cc8c3-f352-4051-a02a-c9054c109262,no_churn,0.047698114,0,no_churn,0.0024532985384666,-0.0075909860535284,-0.0163344283476908,-0.0165864378674814,-0.0241340754863995,-0.131166485399963,-0.0340369526874201,-0.0416300832540673,Male,47,No,Yes,Employed,Suburban,College,1673244000
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,adb9c5e3-f2a9-4fcf-99e8-9c00a8a51703,no_churn,0.6917503,1,churn,0.0341542657328318,-0.0055114318755295,0.154183516488974,0.0637698835563242,0.159198492582327,0.0873214309553623,0.110085608951922,0.0727720904978559,Male,50,Yes,No,Medical Leave,Suburban,Master,1673244000
51,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b20ebb90-9b49-4fe1-8a71-a2f71278e7fc,no_churn,0.03538157,0,no_churn,-0.0695956010708596,-0.0053932704754697,0.0260705872818471,-0.0283402707383356,-0.150460507463313,0.0392325449238978,-0.0239226001148199,-0.0132837005943474,Female,41,Yes,No,Medical Leave,Rural,High School or Below,1673244000
23,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,72df782d-28fc-4b87-9160-3e3a582aa430,no_churn,0.045152396,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Female,41,No,Yes,Employed,Rural,Bachelor,1673244000
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,1b815e3e-4953-40ac-9d6c-d6dac1d6d47c,no_churn,0.39638346,0,no_churn,0.260501291276596,0.130280951780433,0.0350118477975138,-0.0345491529423861,-0.0238173828179606,0.146345030202956,0.0354016716436217,0.0184662632588242,Female,29,No,No,Employed,Suburban,Bachelor,1673244000
72,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<80hrs,Active,689b3e34-07ff-4a41-b09d-c9ac51bdc39a,no_churn,0.011841956,0,no_churn,-0.206349012873572,-0.0018286195367363,0.0115166582970073,-0.0225315959918498,0.050899175067193,0.0580718879469213,-0.0035761361319373,0.0647714894700038,Female,27,No,Yes,Employed,Suburban,College,1673244000
72,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,158ff27c-614e-42c5-ac4d-dca39f390795,no_churn,0.0044286093,0,no_churn,-0.214203726155001,4.31149704854761e-05,-0.0185060676836656,-0.0176188572434512,0.0457098452065656,0.0934973673991589,0.0523668318778072,0.0970186721519712,Female,80,No,Yes,Employed,Suburban,Bachelor,1673244000
23,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,8a9a28ba-952e-4524-b02d-80de509462b1,no_churn,0.07492414,0,no_churn,-0.116808398341236,-0.007133120371036,-0.0342131239147238,-0.0428549943805046,-0.0280611690246587,0.0414067671752218,-0.0237454281967984,-0.0192833501934001,Female,76,Yes,Yes,Employed,Rural,Bachelor,1673244000
9,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,c791a996-b3cd-4915-a1ca-7250a960ab9c,churn,0.17432301,1,churn,0.120251541239031,-0.0105135304943723,-0.0299161802857997,0.0205913784014683,0.0259759335781382,0.100656821165921,-0.0306832580016453,-0.0428372604418655,Female,44,Yes,No,Unemployed,Suburban,High School or Below,1673244000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,3d0a47e8-d8bb-4fc8-97bc-a87bc9a049f7,churn,0.48842674,1,churn,-0.0858220783267643,-0.0046679448575923,0.042738368911132,0.0473287398785942,0.0228991467728701,0.0716581214654161,-0.0461246992713495,0.0043332454399387,Female,32,No,No,Employed,Suburban,College,1673244000
23,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0a976b06-45c4-480d-8099-3da0108fa4f4,no_churn,0.045152396,0,no_churn,-0.11288728932579,-0.0112879827850338,-0.0533368764167426,-0.0322450839948578,-0.0014328548422417,0.0381622448946836,-0.0396926751269893,-0.0563056329275787,Male,52,Yes,Yes,Employed,Suburban,Bachelor,1673244000
12,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,970654e9-a51e-4c34-970f-40ce7c65cdfa,no_churn,0.17405844,0,no_churn,0.0050943062823262,-0.0041097107932364,-0.0953972912341396,-0.0184860665425731,0.0036178125630522,0.0687725900843816,-0.0380721171645745,-0.0329085133791704,Male,37,No,Yes,Disabled,Rural,High School or Below,1673244000
3,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,afd0096f-80d5-4465-9e89-5fe995361646,churn,0.22640428,1,churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,40,No,No,Employed,Urban,Bachelor,1673244000
27,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,af3c37b2-f65a-4ec9-9504-b55ec702c5bf,no_churn,0.44876316,0,no_churn,-0.158061832925277,-0.0023916325393292,-0.0629160872394186,-0.132166649039827,0.0327371519012376,0.0426578100363985,-0.0367667018250358,0.0678817855704073,Male,31,Yes,No,Employed,Suburban,Bachelor,1673244000
12,Yes,Yes,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,73493b2e-53d2-4436-ba47-4f3d5c9afd35,no_churn,0.0088034915,0,no_churn,-0.0168398297910471,-0.004114213692992,0.0075103783979102,-0.0600100719368765,-0.0257843437688825,-0.129246256848573,-0.0199039649043606,-0.0206378506435885,Male,51,No,No,Employed,Suburban,College,1673244000
54,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,c7007808-2ecb-478b-9445-e6398f19081d,no_churn,0.24033701,0,no_churn,-0.149718276852036,-0.0031632026097213,-0.0607744726943565,0.0166590923904368,-0.0462574204656812,-0.0543268359285502,0.0065940656565362,0.0419608977338793,Female,27,Yes,No,Employed,Suburban,College,1673244000
9,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,61aa8237-a0c5-4c47-9d6b-8d50398bc580,no_churn,0.17032114,0,no_churn,0.14227169071235,-0.0085072598870829,0.0150901854661788,0.0822656658938558,0.0079033333785173,0.0928848242832373,-0.0188218481725925,0.0076943228629534,Male,78,No,No,Employed,Rural,High School or Below,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,d8e171ef-e5ec-4f07-b0b5-996908b39c22,churn,0.8803482,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,66,No,Yes,Retired,Rural,Doctor,1673244000
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,9be3246e-b43a-43b0-8041-d6c8aca5a9dd,no_churn,0.0700681,0,no_churn,-0.162679990288925,-0.0015800447493893,0.0136590731557225,-0.0072087922481296,-0.0781917701841848,0.0574561217560221,0.0197867691291685,0.0597324815771207,Female,23,No,No,Employed,Suburban,High School or Below,1673244000
34,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,3438bcc7-6a6f-433f-ac4b-20100bd3328e,churn,0.054055538,1,churn,0.0156738584842605,-0.0013917109716021,0.0425902603165741,-0.0023841462042673,-0.0787480613177558,-0.0196417214407028,-0.009801558160907,-0.0153230713302036,Male,66,Yes,No,Retired,Rural,High School or Below,1673244000
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0a872bdb-c4e3-42b2-8fc9-2c979402f7a0,churn,0.5962481,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Female,46,No,Yes,Retired,Suburban,College,1673244000
65,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,39c338e8-97a4-4b08-a9bb-e959cf65ff7e,no_churn,0.009548308,0,no_churn,-0.0583482356564673,-0.0029216253245067,0.0089966833765174,-0.0158203205898826,0.0074235985055383,-0.167727648266318,-0.0196570031595729,-0.0209716015673984,Male,78,No,Yes,Unemployed,Suburban,High School or Below,1673244000
54,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,b8753947-2dc0-4527-a1d2-0161283313b5,no_churn,0.10291341,0,no_churn,-0.195760965627387,-0.0033491240975854,-0.0442831261497303,-0.15512076130376,0.0269754629216549,0.0296899749804288,0.04432840757956,0.0584939784754169,Male,73,Yes,No,Unemployed,Suburban,High School or Below,1673244000
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cbd18e36-be84-42f4-9fa9-49969b4fed62,churn,0.1452136,1,churn,0.104645721635188,-0.0083058418455584,-0.0201628864512349,-0.088874697084193,-0.0468476858687608,0.0829323964433933,-0.0491734718568659,-0.0723277048785894,Female,71,No,No,Employed,Suburban,High School or Below,1673244000
43,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,199791df-3637-4b01-a097-25fe33410aef,no_churn,0.13616107,0,no_churn,-0.0292832198605356,-0.0109498331705617,0.0125173643058587,-0.127813331277976,-0.0432980501632846,0.0957663731670618,0.0509376047874866,0.0680969402367918,Male,52,No,No,Unemployed,Urban,High School or Below,1673244000
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5c599d5d-1f82-4c8f-b66c-a0751146e809,churn,0.7949304,1,churn,0.245502653689118,-0.0017039011296401,0.0561606771476226,0.0689250662828635,0.0771069894972879,0.153725644515371,0.0631311919791915,0.0581255321872367,Male,20,No,Yes,Employed,Urban,High School or Below,1673244000
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,40cb00fb-53bb-407c-b5a1-fdd589e4d24c,no_churn,0.0945523,0,no_churn,-0.168917861174664,-0.0024925659939845,-0.0045748391636652,0.0082252552712543,-0.0589557701355715,-0.101205061879414,0.0130067549997465,0.0458879357667683,Female,45,No,Yes,Employed,Suburban,College,1673244000
17,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fc0ef549-656f-4dbd-8d56-71606d7ae1bd,churn,0.60532725,1,churn,0.172792204954849,-0.004214438959334,0.0521994640200409,0.0602854882294741,0.150935551631392,0.13847215623342,0.0789103633200102,0.0399264045906329,Female,46,Yes,Yes,Unemployed,Suburban,Bachelor,1673244000
58,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2717af44-98f1-4a34-b426-e493035e898a,no_churn,0.12918259,0,no_churn,-0.0682648827905086,-0.0015073189217582,0.0684564134912216,0.0585686663073647,0.0887704940834373,0.0856544993914849,-0.021850268391754,-0.0181870867678662,Female,59,No,Yes,Employed,Urban,Master,1673244000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,bd675fff-5bc4-42eb-b8fe-611ad90a5abb,no_churn,0.44398335,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,48,No,No,Unemployed,Suburban,Master,1673244000
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ecb3f60b-bf21-4c8a-9e0c-466d2da68b45,no_churn,0.005546423,0,no_churn,-0.105037670865684,-0.0063458150326755,-0.0341905429302073,-0.0325990818117111,-0.0616095238014804,0.033615551359353,-0.0172032273216382,-0.0256558414165056,Female,74,Yes,No,Unemployed,Suburban,Bachelor,1673244000
0,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,14c90c61-78dd-45aa-abb4-fb2b108d20ce,no_churn,0.024674114,0,no_churn,0.246910837201358,0.13039261935035,0.0387968953440304,0.0403881220164476,0.0791707990009672,0.153130422747909,-0.0130025906998935,-0.0010632425352923,Female,49,No,Yes,Employed,Rural,Bachelor,1673244000
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,95c84fdf-8b2e-4081-a146-fa9c669fae17,no_churn,0.0148004955,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Female,77,No,No,Disabled,Suburban,Master,1673244000
70,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,837a2a36-b6bf-4d67-8a08-51c009542fdc,churn,0.12891345,1,churn,-0.0727752507172499,0.0016584151220376,0.0326050371015844,0.0150400501304102,0.0948172652288121,0.106328254067867,0.12359170836985,0.103041706392742,Male,31,No,Yes,Retired,Urban,College,1673244000
71,Yes,Yes,Low Speed,Web_Chat_Support,Two year,100hrs+,Active,6afa5074-a2b7-4519-bbb3-07ea3704556b,no_churn,0.16515358,0,no_churn,-0.128763544728117,-0.0022560216408419,0.0076671420250204,-0.0503770027835889,0.0127368850365564,-0.206142798531819,0.0494721643661068,0.0586370239284951,Female,61,Yes,No,Unemployed,Suburban,Bachelor,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,802bf765-ef98-4d44-96af-dd0377ea1719,churn,0.6531317,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Male,78,Yes,Yes,Employed,Suburban,High School or Below,1673244000
20,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0169159e-7487-4d72-9b11-76c6bc60f502,no_churn,0.23947522,0,no_churn,-0.045128027732062,-0.0037136445276337,-0.0698593215927394,0.0958325414396677,0.0426108675218893,0.08373287565606,-0.026231118345986,-0.0467381193701658,Male,65,Yes,No,Medical Leave,Suburban,High School or Below,1673244000
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2bbf0f09-6c90-432b-8274-880b3209bb9e,no_churn,0.0055111526,0,no_churn,-0.104919580351298,-0.0047083344766861,-0.052885357899072,-0.0434200402796068,-0.0296129484883795,0.034540969910904,-0.0186378691932441,-0.0493829909395208,Female,41,No,No,Employed,Urban,College,1673244000
48,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,754b3479-aeba-4988-961f-dfe9a851d05b,no_churn,0.33514386,0,no_churn,0.0518878384477375,-0.0020973103472715,0.0579138016164961,0.11399048904992,0.0998903274448275,0.137499034400098,0.114921968849821,0.0603010429033747,Female,53,No,Yes,Unemployed,Suburban,College,1673244000
8,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,64143f5f-f9ab-4a9c-9659-c5e7015e143a,no_churn,0.7489114,0,no_churn,-0.0499990914931458,-0.0088457083773209,0.02842120081772,-0.128071973237365,-0.0735025400823542,0.0508949442553603,0.0293071876249086,0.0459603059184701,Male,48,Yes,Yes,Employed,Suburban,Bachelor,1673244000
22,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b9297600-6ded-4c25-beaa-f33c17ae54fc,churn,0.20740788,1,churn,-0.0445288763054577,-0.0085020247749162,-0.0295503946157077,-0.0353769663807725,-0.050241624380742,0.0503370300734422,-0.0375078219153692,-0.0699054724839334,Female,35,No,No,Employed,Urban,Bachelor,1673244000
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e751bdf9-a581-4314-acc0-3ef8f4e0e01d,no_churn,0.009548308,0,no_churn,-0.0918779899485616,-0.0019377792414161,0.0405068968120394,0.000776473386013,0.0603885078573694,0.0715396287441944,-0.0243472029795702,-0.0315350030168883,Female,74,No,Yes,Unemployed,Suburban,College,1673244000
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,24d36ef6-0e9c-4cd3-9a50-20a240f9b1c9,churn,0.697126,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,20,No,No,Disabled,Suburban,Bachelor,1673244000
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,747e6398-6dac-4d64-9475-dc36d9704563,no_churn,0.8885351,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,62,Yes,No,Employed,Urban,Master,1673244000
10,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3f7bbffe-8a39-4e2f-8cf6-b8515ba01d50,churn,0.6073356,1,churn,0.193452245135795,-0.0036775407110508,0.0421676646788091,0.067626874879752,0.0758884968309303,0.161453825413228,0.113885367929524,0.0801769235602478,Male,32,No,No,Unemployed,Urban,High School or Below,1673244000
38,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,d88ef26e-2f65-4c5d-99e4-1cf38a8247ca,no_churn,0.015390619,0,no_churn,-0.0691545796567152,-0.0118386128913516,-0.030280697531125,-0.114872784811341,-0.014857095600073,0.0383133479482239,-0.0307183552599599,-0.0356173734175536,Female,77,Yes,Yes,Employed,Suburban,High School or Below,1673244000
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,410b6f18-82da-4081-889b-af2af038b893,no_churn,0.3340957,0,no_churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Male,75,Yes,No,Unemployed,Suburban,High School or Below,1673244000
72,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,a34cc2b5-6615-425b-87e4-01f4e5c32d5d,no_churn,0.010955546,0,no_churn,-0.225409914175775,-0.0040326551814723,-0.0232490265768296,-0.0532890834565432,-0.0143316489590733,0.0402584414813259,-0.018106304670091,0.039134039605924,Female,22,No,No,Unemployed,Suburban,Bachelor,1673244000
43,Yes,Yes,Low Speed,In_Store_Support,One year,<50hrs,Active,2f697ac2-36b8-4d65-8193-15c003e932af,no_churn,0.13616107,0,no_churn,-0.0641247189053865,-0.0046299048454602,-0.0346022476003418,-0.096801848462801,-0.0178351335317165,-0.106278760634432,0.010678031479947,0.0545684282854927,Female,55,No,Yes,Employed,Rural,Bachelor,1673244000
48,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,c0562a0d-bdc6-455b-8861-dbd7b91922da,no_churn,0.2163139,0,no_churn,-0.0613824771299914,-0.004629003434602,0.088327311051089,0.111350545307223,-0.0183441530504751,0.0599029243362201,0.0944869530072901,0.0465950895748574,Male,63,No,Yes,Medical Leave,Rural,Bachelor,1673244000
66,Yes,Yes,Fiber optic,Phone_Support,One year,<80hrs,Active,418c6f54-6e02-44bf-93b2-8a588a5acdce,no_churn,0.34412563,0,no_churn,-0.104024906097657,-0.001914289787237,0.0185586396560574,-0.0086671380793541,0.0004056113587103,-0.147097208076593,-0.0023362404245108,0.026049379407159,Female,48,No,Yes,Unemployed,Suburban,College,1673244000
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,42ed3342-3c4b-48b2-be46-dc926c5c3149,churn,0.3142818,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,73,No,No,Disabled,Suburban,College,1673244000
8,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a250eff1-0aa4-4cf2-b836-5f5bc788446a,no_churn,0.11467255,0,no_churn,-0.0209894079313289,-0.0169748007462112,-0.0388922385121532,-0.0558385608212665,-0.105274428015609,0.024341046281097,-0.0338056170394338,-0.0215921439702378,Male,49,No,Yes,Employed,Urban,Bachelor,1673244000
40,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,bb61ab9f-e8e2-4bba-90c6-83028995e807,no_churn,0.6224865,1,churn,-0.0498965335413504,-0.0042294003403003,0.116520972613143,0.11077141613705,0.106432617295031,0.141009975253946,0.14261975255853,0.137745055793548,Female,34,No,No,Employed,Suburban,College,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c8fe56a2-a727-4df7-a344-c75d701bf40c,no_churn,0.82104206,0,no_churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,56,No,Yes,Unemployed,Rural,Bachelor,1673244000
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,75f4a51a-1f78-4e5d-9ad6-ae9408de4ed6,no_churn,0.3340957,0,no_churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Male,52,No,Yes,Unemployed,Urban,High School or Below,1673244000
42,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,33cee422-7e45-441d-84c2-e74c1d9a2802,no_churn,0.0960955,0,no_churn,0.0020635065101259,-0.0022324148010193,-0.0629879680772501,0.103894991886846,0.0255810350435422,0.110936626086382,-0.0353439021367921,-0.0157845042066674,Female,65,Yes,Yes,Unemployed,Suburban,College,1673244000
20,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,054e6eb0-b5f6-4a0e-8974-ede2f9198454,no_churn,0.016504724,0,no_churn,-0.0679788614049357,-0.0097819130697826,-0.04163508343996,-0.0785201436228635,0.0040131553260653,0.04236385158958,-0.0453675041416318,-0.0721196524645529,Male,50,No,No,Unemployed,Suburban,College,1673244000
51,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,4323532a-43fc-4d18-84d3-a070df4b3979,no_churn,0.25263387,0,no_churn,-0.148103234622304,0.0205217589766107,-0.013332246648988,-0.0644956226645445,-0.0369473927714352,0.0393778921280682,-0.0303976481958488,-0.0356496579056329,Female,27,No,No,Employed,Urban,Master,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,af73f9b7-56c5-47ad-9f4f-9da932a10d03,churn,0.756187,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,59,Yes,No,Retired,Suburban,High School or Below,1673244000
1,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,a8e30365-afc2-4067-8e01-5832f6eb4a8d,churn,0.6805799,0,no_churn,0.11737812633417,-0.0159894548086958,-0.105141134601054,-0.0666311461396435,-0.185648727154676,0.0633038040301471,-0.0389465489963731,-0.021517737010472,Female,60,No,No,Employed,Suburban,College,1673244000
23,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,f52517dc-4fdf-4aff-bb09-0801ed102bc2,no_churn,0.6917503,1,churn,0.0341542657328318,-0.0055114318755295,0.154183516488974,0.0637698835563242,0.159198492582327,0.0873214309553623,0.110085608951922,0.0727720904978559,Male,41,Yes,No,Employed,Suburban,Bachelor,1673244000
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,b384837f-8dac-49d4-9268-c525351a817f,no_churn,0.23356088,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,26,No,Yes,Unemployed,Suburban,College,1673244000
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b277d5ba-055e-46b7-81c7-be96e40d119a,no_churn,0.54030776,0,no_churn,0.192318513309401,0.022556109572597,-0.0028015330353809,-0.0865476140991995,-0.036244771754591,0.106384585918458,-0.0439636377764418,-0.0370353174486626,Male,76,No,Yes,Employed,Rural,College,1673244000
61,Yes,Yes,Fiber optic,Phone_Support,Two year,<80hrs,Active,4df09fc4-6688-48dc-b6be-c72081d3fbcb,churn,0.3291149,1,churn,-0.133943598524611,-0.0019574962036131,0.0224874039249516,0.0252525544496438,-0.0440252424924437,-0.103496373608905,-0.0235890112390188,0.0302456128435915,Male,76,No,No,Unemployed,Suburban,High School or Below,1673244000
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,d92837d3-e341-4e28-b773-487899661ea2,no_churn,0.49812236,0,no_churn,-0.0650195899223945,-0.0068831012568989,-0.0102768908496727,-0.034212616261866,0.0979462375697403,0.0498022570616922,0.0549273375436496,0.0796902174560091,Male,49,No,Yes,Employed,Suburban,College,1673244000
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bd0e7a9c-43b7-47ed-89a3-c47f9ae2cee7,churn,0.5189302,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,38,No,Yes,Employed,Suburban,Bachelor,1673244000
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,147c0e3e-7a6f-4c71-aa86-9c8f584ea364,churn,0.756187,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,50,No,Yes,Employed,Rural,College,1673244000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e1004152-aee4-4b8d-a6ee-36805df19229,churn,0.50734466,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,21,Yes,Yes,Employed,Suburban,High School or Below,1673244000
72,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,a77be655-9f85-4aeb-afed-9f909e3dfe72,no_churn,0.006984389,0,no_churn,-0.117924467630162,0.0606016712796622,0.0442053410523544,0.0340237061360062,-0.034852523142415,0.102857018103234,0.115579869180966,0.0564832399363194,Female,25,No,Yes,Employed,Rural,Bachelor,1673244000
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,a5e3a272-95ba-4adf-9528-91cba870c620,no_churn,0.118821,0,no_churn,-0.159862597691208,-0.0072325238335724,0.0171346534238,-0.0883512337166576,0.036606262714813,0.0278109667601165,-0.0545181886330283,-0.0006134894245406,Female,38,No,No,Employed,Rural,Bachelor,1673244000
46,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b05357ee-980e-4b09-b332-5a451e89ddce,no_churn,0.23630473,0,no_churn,-0.116454440581924,-0.0043077624847228,0.0656839220779784,0.104124138704483,0.0050689936052413,0.0620729017479561,-0.0166015128112121,0.0022209454197309,Female,52,Yes,Yes,Employed,Urban,College,1673244000
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c6fb468c-79ad-4a64-9826-1c98c2fad136,churn,0.4939915,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,71,No,Yes,Employed,Rural,College,1673244000
8,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f5cbe9f9-8292-4205-b44d-9e33cf3c3a26,no_churn,0.750578,1,churn,0.0299554643018564,-0.0044194365573821,0.0350162036942674,-0.0395451266984309,0.0761292819171103,0.0799098556352419,-0.0108028738395387,0.0226381318936,Male,37,No,No,Employed,Rural,High School or Below,1673244000
1,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,349df711-4884-41a9-8a1a-a94841612ca4,churn,0.89976037,1,churn,0.234158155258592,-0.004922411557145,-0.0421390503103975,0.0620378835682549,0.12680131625837,0.139962707683098,0.0554576365770844,0.0887842840626945,Male,53,Yes,Yes,Employed,Suburban,College,1673244000
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f11daf15-2367-40e3-b5b7-7b87204aba95,churn,0.1452136,1,churn,0.104645721635188,-0.0083058418455584,-0.0201628864512349,-0.088874697084193,-0.0468476858687608,0.0829323964433933,-0.0491734718568659,-0.0723277048785894,Female,37,No,No,Employed,Urban,Bachelor,1673244000
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4971278d-e0fa-4b13-8fe2-556ad444dc6a,no_churn,0.5196319,0,no_churn,-0.024839607839367,-0.001373645338117,0.0612155897525281,0.0704969866095598,0.0331734166502883,0.098592731239114,0.0228267506704469,0.0367387749525005,Male,40,No,Yes,Employed,Suburban,Master,1673244000
2,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,e787f6ea-b49f-4abb-b554-21716e4205f2,no_churn,0.39638346,0,no_churn,0.260501291276596,0.130280951780433,0.0350118477975138,-0.0345491529423861,-0.0238173828179606,0.146345030202956,0.0354016716436217,0.0184662632588242,Female,59,No,Yes,Employed,Rural,High School or Below,1673244000
45,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fdd867c0-acba-464c-beaa-b72641e3b156,no_churn,0.0148004955,0,no_churn,-0.131308904015914,-0.0056481490113219,-0.0772472575794927,-0.0141362394041971,0.0294727660602166,0.0409947694025049,-0.0317649622533008,-0.0436738885526756,Male,68,No,Yes,Employed,Urban,Master,1673244000
17,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,62efa93d-6974-4a33-8e5a-08eb2774309a,churn,0.60532725,1,churn,0.172792204954849,-0.004214438959334,0.0521994640200409,0.0602854882294741,0.150935551631392,0.13847215623342,0.0789103633200102,0.0399264045906329,Female,58,Yes,Yes,Employed,Suburban,High School or Below,1673244000
16,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d3028c36-666c-4884-9a02-f658945b9e1e,churn,0.79991394,1,churn,0.0544763875571516,-0.000832398796374,-0.0123924190358138,-0.111403033058705,0.054944768380883,0.0940073549181215,0.0581159773970102,0.0877238773268254,Male,21,No,No,Employed,Suburban,Bachelor,1673244000
17,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,947dfa21-5801-4216-954a-502328116d33,no_churn,0.18225907,0,no_churn,0.0048211863038159,0.040948718814825,-0.0485794742051894,0.0119678287597162,0.050658645022695,0.0969025785876419,-0.0109314025799722,0.0093524328093917,Female,25,Yes,Yes,Employed,Suburban,High School or Below,1673244000
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,7e281dda-ea76-4bec-887b-cfee5c2fbdca,no_churn,0.08759145,0,no_churn,-0.259123915391087,-0.0071460563771552,0.000342371326551,0.0291188705359582,-0.042608573151665,0.0076431546982894,-0.0158986165358555,0.0286466111562094,Female,35,No,Yes,Unemployed,Urban,College,1673244000
8,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3d65c7c4-da6c-412c-8a68-bc0403b4d82f,no_churn,0.091919385,0,no_churn,-0.0058513269882951,-0.0069148024424066,-0.0069389249902269,-0.0345870284141983,-0.0853694934132363,0.0489770223464802,-0.0191017049179481,-0.0168184492697582,Male,42,No,No,Disabled,Suburban,College,1673244000
23,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e8fd70d7-40a2-43d9-a41a-fa48df6cb59e,no_churn,0.07492414,0,no_churn,-0.116808398341236,-0.007133120371036,-0.0342131239147238,-0.0428549943805046,-0.0280611690246587,0.0414067671752218,-0.0237454281967984,-0.0192833501934001,Female,40,No,No,Employed,Suburban,College,1673244000
8,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,e09a85cc-7e7c-4aa9-8cce-6b79fc7d7daa,no_churn,0.7489114,0,no_churn,-0.0499990914931458,-0.0088457083773209,0.02842120081772,-0.128071973237365,-0.0735025400823542,0.0508949442553603,0.0293071876249086,0.0459603059184701,Male,20,No,No,Employed,Suburban,College,1673244000
51,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5f5fe997-f055-4129-950b-c564fbb6dd4d,no_churn,0.18885471,0,no_churn,-0.193062058908617,-0.0029262753590228,0.0034427833117388,-0.0798801707573511,0.0107277668262031,0.0766843547750249,-0.0752944196337557,-0.008718131065334,Female,50,Yes,No,Medical Leave,Urban,Bachelor,1673244000
70,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,6c75ff17-1bb6-4d9a-bf7f-ca165b42b2c2,churn,0.13961156,0,no_churn,-0.115423579757917,-0.0018471363985736,0.0158293142538786,-0.0064270466904417,0.0338194966625451,-0.188933915737134,0.0233405315002437,0.0468484941010865,Male,33,No,Yes,Retired,Rural,College,1673244000
43,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,eecab434-e174-4dfc-946b-768cda9e75f1,churn,0.38943014,1,churn,-0.0760853332496162,-0.0027385138567115,-0.025661005675588,-0.0203640424933109,0.0392204888810738,0.0760326651406103,0.0723932478331062,0.0681763440838131,Female,61,No,No,Employed,Suburban,High School or Below,1673244000
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f5c08032-3e83-4092-a79f-7d4e1d07055f,no_churn,0.3340957,0,no_churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Male,25,Yes,No,Employed,Suburban,College,1673244000
37,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,dcca8927-a6a2-46a6-ae85-f5b4e1c84e9d,no_churn,0.09467788,0,no_churn,-0.128372264404607,-0.0107114718337106,-0.0790015982426848,0.0706559510498118,-0.0503930750606196,0.052283698000283,-0.0104491140810023,-0.0080660512427857,Female,29,No,Yes,Unemployed,Suburban,Bachelor,1673244000
72,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,67ee4e99-5d1f-4823-ac2c-a974071cc858,no_churn,0.006984389,0,no_churn,-0.117924467630162,0.0606016712796622,0.0442053410523544,0.0340237061360062,-0.034852523142415,0.102857018103234,0.115579869180966,0.0564832399363194,Female,35,No,Yes,Employed,Suburban,Bachelor,1673244000
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,633ff14b-2a29-441f-a4c9-cd3e4279e575,no_churn,0.4111088,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,39,Yes,Yes,Employed,Suburban,College,1673244000
72,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f58e6d13-ec14-47cb-be60-b5f6be6d8c8f,no_churn,0.0022141184,0,no_churn,-0.131118222028464,-0.0022793774159765,0.0306040667333684,0.024775135060571,0.0529508022491836,0.0766041310843866,-0.0255047831313424,-0.0460579037809429,Male,61,No,No,Medical Leave,Urban,Master,1673244000
72,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,85ee7d89-54ae-402f-a7e3-ca5fb627bf67,no_churn,0.010955546,0,no_churn,-0.136768881276334,-0.0024994482393867,-0.0459640515296177,0.0046636395838322,0.008421856259597,-0.115854257510291,0.0213317077592796,0.0313824612441385,Female,68,No,Yes,Retired,Urban,College,1673244000
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,9cf10d7a-aa2c-429b-8ec3-34ce3ff6e883,no_churn,0.49812236,0,no_churn,-0.0650195899223945,-0.0068831012568989,-0.0102768908496727,-0.034212616261866,0.0979462375697403,0.0498022570616922,0.0549273375436496,0.0796902174560091,Male,68,No,Yes,Unemployed,Urban,High School or Below,1673244000
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,b6debe23-592f-4eaa-83c3-dddfd24a8fc1,no_churn,0.44398335,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,21,No,No,Retired,Suburban,Bachelor,1673244000
3,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,0bf243b4-7e47-4607-9ddc-dd20712f2a3d,no_churn,0.41384867,0,no_churn,0.150190492160093,-0.0088036641304279,0.0728001926698198,-0.141395365431763,0.0697006746020179,0.102202842819106,-0.0406756759658674,-0.0497718340526716,Male,22,No,Yes,Employed,Suburban,Bachelor,1673244000
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0460afe2-a9b5-4a51-b45f-d0a635970107,churn,0.50734466,1,churn,0.104913283130118,-0.0154614680626036,-0.035994067826241,-0.0669980467218192,-0.0295677618898753,0.0909005355674071,-0.05223434246951,-0.0681778995296372,Female,66,No,No,Employed,Suburban,College,1673244000
47,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,e58bf7a1-3091-4aa5-b2b8-6301b983e00d,no_churn,0.015929315,0,no_churn,-0.0442695860779076,-0.0041849897343854,-0.0148089925284057,-0.0553648427792541,-0.0285866823758351,-0.0708311793013854,-0.0257354795814535,-0.0252443993441647,Male,63,No,Yes,Employed,Suburban,High School or Below,1673244000
11,Yes,No,Medium Speed,In_Store_Support,One year,<80hrs,Active,a45cefa9-a52f-4763-8066-34664da0d45b,no_churn,0.097652204,0,no_churn,-0.049323708905913,-0.0068309230853265,-0.0203310339234576,-0.0669315706833958,-0.0235632348508897,-0.16496582529755,0.0238357203756459,0.039084423349268,Male,54,No,Yes,Unemployed,Suburban,College,1673330400
65,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,196544d0-caa4-4a45-99bb-2fe6c8a975bf,no_churn,0.01423253,0,no_churn,-0.0743125165714082,-0.0009313856132757,-0.0156382479352396,0.0040308194912904,0.0808518771550734,0.0871411972653913,0.0595543362194439,0.0939444374481536,Female,55,No,Yes,Unemployed,Suburban,College,1673330400
61,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,6945b95f-cb30-49d1-a318-7905a065d46a,churn,0.0123618169999999,0,no_churn,-0.135301433650766,-0.0028494220342327,-0.0245723676053239,-0.0529522631628606,0.0305211614084146,-0.127455544258728,0.0267334731068876,0.034850245731377,Male,50,Yes,No,Medical Leave,Urban,High School or Below,1673330400
8,No,No phone service,High Speed,Phone_Support,Two year,100hrs+,Active,8655a5f4-145e-4475-8506-29dabdc4c1f7,no_churn,0.013670826,0,no_churn,0.0409322512057951,0.0003043173990045,-0.0145676837180417,0.001582860200524,0.0814033359727363,-0.237521883302395,0.0590625687289048,0.0497780808995685,Female,53,No,Yes,Employed,Urban,College,1673330400
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,3fec6836-c2a7-4b22-80bb-79b371b0fd7d,no_churn,0.020720383,0,no_churn,-0.162315358210071,-0.0107357768615474,-0.0206554722068358,-0.0187751854517955,-0.0972914798106649,0.0432579588028238,0.0124386791628057,0.0400504820690275,Male,66,Yes,Yes,Unemployed,Urban,Master,1673330400
71,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,7fce88dc-ac18-4c18-bbbe-9577f10f168b,no_churn,0.021658832,0,no_churn,-0.062922631715719,-0.0039725900680059,-0.0408031885083073,-0.0136885992943916,-0.0721175943452726,0.0484165506050339,-0.0309647526103799,-0.0429733435839261,Male,35,Yes,Yes,Medical Leave,Suburban,Bachelor,1673330400
31,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,5050e1e1-bd9b-4460-8576-3352aa5cf638,no_churn,0.105339825,0,no_churn,-0.0843650053322198,-0.0040145695148021,-0.0907606476641376,0.0395155149595666,0.0374544051519114,0.0635188413142168,-0.0370634332440386,0.0224982674679085,Male,74,Yes,No,Employed,Suburban,College,1673330400
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,33b2d94b-5f40-46fb-8b32-f98fd2823151,no_churn,0.005232459,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Male,48,No,No,Employed,Suburban,Master,1673330400
68,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,e5a3c052-af3e-4313-a7ea-6aa03071282d,no_churn,0.015224788,0,no_churn,-0.0869504944719301,-0.0063774266447217,-0.0314522719797605,-0.0248958584687716,-0.109334154013141,0.0305463396040249,-0.013080001725666,0.0125177179808815,Male,30,No,No,Unemployed,Suburban,High School or Below,1673330400
9,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,3cf67b85-0007-452f-a7ed-dff2bceb737e,churn,0.3324733,1,churn,-0.0104793158514257,-0.014630070981475,-0.0369833078049123,-0.0800638604310279,-0.139621759007423,0.0428717842694823,-0.0019630326353399,0.01184341195265,Male,61,No,Yes,Unemployed,Suburban,College,1673330400
42,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,8e5e8a9d-3e94-4437-8f1d-5704567565eb,no_churn,0.017433995,0,no_churn,-0.0170599342929335,-0.0021513997977672,-0.0218878968366925,-0.0346317419152319,-0.0451093764423376,-0.181665533605269,0.0250210356220759,0.0234586951466189,Male,27,Yes,No,Employed,Suburban,Bachelor,1673330400
70,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,b9489948-6bee-49e9-8456-b9a8574a4454,no_churn,0.0211322329999999,0,no_churn,-0.161384426467994,-0.0041563182057507,0.0098100279311574,-0.0083792737525163,-0.0346519745979821,0.0470084667497758,-0.0260878122807025,0.0638151578996439,Female,35,No,Yes,Unemployed,Rural,College,1673330400
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,eb47f8a5-bd3e-4f52-858e-8b808df38879,no_churn,0.0048564076,0,no_churn,-0.16896427354478,-0.0021246313002666,-0.0048775910078893,0.0128179168266888,-0.0957069269640305,0.0502498251194629,0.0798376248178556,0.0530752393859893,Female,55,No,No,Employed,Rural,College,1673330400
3,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,e8b4e5f7-4936-41f3-b710-c06ad4050ba7,no_churn,0.30261612,0,no_churn,0.0382464694493046,-0.0065781920082736,-0.0043501668156113,-0.0370908699204574,-0.0069274508845592,0.0884989398381003,0.110350951310957,0.0544194144714492,Male,71,No,No,Employed,Suburban,High School or Below,1673330400
53,No,No phone service,Low Speed,Phone_Support,One year,100hrs+,Active,7db5c8b2-62c2-43c6-aa0f-b3a3c4e7ddf7,no_churn,0.19051118,1,churn,-0.0897478438518191,-0.0110714814886159,-0.0191024604511585,-0.0549345715134768,0.0273849272514053,-0.0981085486831398,0.0105150350028998,0.0452054587127713,Female,49,No,No,Employed,Suburban,High School or Below,1673330400
52,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,360f4d2f-71bd-4e06-8749-e750a6571933,no_churn,0.013325982,0,no_churn,-0.151156858763022,0.0132184227446123,0.0012428134990113,-0.0683505587575587,-0.0773973773454508,0.041194813661682,-0.0048865532790705,-0.0128908548452886,Female,57,Yes,No,Employed,Rural,College,1673330400
1,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,2adbd996-22f5-4111-add4-8993619d51f8,churn,0.5639255,1,churn,0.17177365076685,0.0597646244255702,-0.0157133967070876,-0.0487398124919582,-0.0360442543687167,0.138407169386828,-0.0741946995387843,-0.001779435029257,Male,39,No,Yes,Unemployed,Rural,College,1673330400
72,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,18c13643-e069-4745-98e2-eccba8197cb1,no_churn,0.0235015679999999,0,no_churn,-0.101555706210963,-0.0012598445815274,-0.006021146919661,-0.0125208996422543,-0.0376776283653589,-0.151619039472912,0.0209496061843356,0.0206785050241614,Female,45,Yes,Yes,Unemployed,Rural,High School or Below,1673330400
12,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,4797c56a-7aa5-428e-bfa8-72a235c6c0c3,no_churn,0.11678897,0,no_churn,0.0296562431211987,-0.0066580921085642,-0.0163012679886378,-0.009012660572439,0.0410545331242929,-0.154097151998421,0.076057584846676,0.0527746621123697,Female,53,Yes,No,Unemployed,Rural,College,1673330400
63,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,036fd6fa-0c0a-41c3-a609-a6ca8abe0439,no_churn,0.015836092,0,no_churn,-0.0821260626728599,-0.0066868459065881,-0.0291227809895463,-0.043569365255862,-0.070692832489467,0.0362044285227148,-0.0162824171519605,-0.009250275377708,Female,32,No,No,Unemployed,Suburban,Bachelor,1673330400
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,008112b9-85c7-48ff-ae90-81f0b5e3516b,no_churn,0.029816156,0,no_churn,-0.0920869204844439,-0.006586278712748,-0.0354330801026844,-0.0359484840692312,-0.0641147591138815,0.0324929209191304,-0.0191798123298576,-0.0281697373836505,Female,39,No,Yes,Medical Leave,Suburban,High School or Below,1673330400
28,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,69031bdb-0d73-45d8-8864-138b9221e04b,no_churn,0.042101957,0,no_churn,-0.0662841667490556,-0.0044118912029443,-0.0182598504729412,-0.0349126092827464,-0.0247736137251286,-0.073090493854288,-0.0219712271804928,-0.0253223003295806,Female,80,No,No,Employed,Urban,High School or Below,1673330400
51,Yes,No,Medium Speed,In_Store_Support,Two year,0hrs,Disabled,58d43218-7ade-4e2c-be44-2d6867ca1bd5,no_churn,0.018305017,0,no_churn,-0.0612459474655133,-0.0040110555550927,-0.0147918768886484,-0.039897401297776,-0.0287789552760114,-0.0903539919696231,-0.0154428362407634,-0.0145040869318791,Male,69,Yes,Yes,Employed,Urban,Master,1673330400
14,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d9194be-f73e-4a38-99bf-525f7708e87b,no_churn,0.04228185,0,no_churn,-0.113047425258696,0.0387375091238391,0.0013572710119979,-0.0777511578253415,-0.0630279062755653,0.0615002129050799,-0.0527721433601391,-0.0640225117534055,Female,69,No,Yes,Unemployed,Suburban,Bachelor,1673330400
36,No,No phone service,Medium Speed,Phone_Support,Two year,0hrs,Disabled,807df318-8a9d-4d45-b01e-128f0fc01453,no_churn,0.017892107,0,no_churn,-0.0322628430770055,0.0084989801854499,0.0073960293863819,-0.060645318040224,0.0224077619315539,-0.153585563414927,-0.024442452544954,-0.0363927478892401,Female,77,No,Yes,Unemployed,Suburban,College,1673330400
28,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b8002376-7d18-4909-b2ba-c3f5f3688785,no_churn,0.0662659,0,no_churn,-0.106657990757312,-0.0087674808358133,-0.0227935088593585,-0.0766806938807349,-0.0275225247240996,0.0322880579125012,-0.0364860219957063,-0.0224059884025882,Female,22,No,No,Medical Leave,Suburban,College,1673330400
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6959e25c-c18a-441f-bf88-14353509561c,churn,0.45369303,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Male,74,Yes,Yes,Unemployed,Urban,College,1673330400
70,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ac4fd018-9ddc-4c67-84f1-e5f3220a263d,no_churn,0.05869258,0,no_churn,-0.0526603157449699,-0.0031575652057199,-0.0911946656918644,-0.0058727527195151,-0.0022845552802664,0.0467777337209372,-0.0126804451148746,-0.0379535847213264,Male,69,Yes,No,Employed,Suburban,High School or Below,1673330400
57,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c14941e4-d642-49f6-bb64-7ddc1597e003,no_churn,0.04544758,0,no_churn,-0.126682571801834,-0.0023421050367323,0.005883659033625,-0.0347607239595163,-0.0387593769683189,0.0527649352600474,-0.0359463151822683,-0.0391836513373891,Female,64,No,Yes,Employed,Suburban,High School or Below,1673330400
37,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,a7c655e2-9016-412b-bae2-2516d72a84cf,no_churn,0.046912123,0,no_churn,-0.081604837298928,-0.0103613969218895,0.0270170925139973,-0.108007328978783,0.0187031078588643,0.059679171000389,-0.0384350870616617,-0.0718858579481275,Female,46,No,No,Unemployed,Urban,High School or Below,1673330400
72,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e47945c8-1cc4-4fca-a5c1-e1bc6dc4e7e5,no_churn,0.0053336015,0,no_churn,-0.0799303880904153,-0.0014886658328669,0.0013801688687544,-0.002885289981632,-0.0300680093787741,0.0571335352178721,-0.0230751770594906,-0.0400923257684644,Male,21,No,No,Employed,Suburban,Bachelor,1673330400
57,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,b06ead3c-7e83-4367-925e-c82b20acc199,no_churn,0.059271343,0,no_churn,-0.0870865560679067,-0.00899535584771,-0.0009985679026613,-0.008585404789992,-0.104083207631329,0.0096851923695703,-0.0346364420822465,-0.0243258106754365,Male,61,Yes,No,Employed,Rural,High School or Below,1673330400
12,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8e0f8aaa-8a62-4150-828c-3a2ace57f4ea,no_churn,0.27342477,0,no_churn,-0.113257120393973,-0.0224182460578867,-0.0429956141749107,-0.0338580654640918,-0.0319382795390993,0.0548916915711697,-0.0432824961106098,-0.0361680208556481,Male,66,Yes,No,Employed,Urban,High School or Below,1673330400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,df244a4b-e356-4ecf-b452-052ce835508e,churn,0.4624893,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,35,Yes,No,Unemployed,Rural,Bachelor,1673330400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bc0736fc-3102-46a3-971f-64c1131d0d28,churn,0.43967625,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,42,No,No,Employed,Suburban,Master,1673330400
14,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c1843fb5-c458-46a6-9f72-cc2d67b455b1,no_churn,0.2163174,0,no_churn,-0.0524633691427698,-0.0090821596964406,0.0239365195127038,-0.138028004851803,-0.0367245539444093,0.034560683961763,-0.0381214624355379,-0.0384371377338629,Male,50,No,Yes,Employed,Suburban,Bachelor,1673330400
19,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,577341ca-3ea4-4406-9a53-0e40ec241eaf,no_churn,0.47914118,0,no_churn,-0.0073594082421641,-0.0057290160682532,-0.0295831916545785,-0.0847668868651771,-0.0156005827203989,0.0694836853092601,-0.0002535358534441,0.0833542121283971,Male,41,Yes,Yes,Disabled,Suburban,High School or Below,1673330400
11,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,32438c86-7c08-4961-a7f4-687a41f604e7,churn,0.7592546,1,churn,0.177917184458702,-0.0026206162903145,0.0481589955003983,-0.0034503419894281,0.14131416917955,0.160727515826857,0.14458441877232,0.0643425298088914,Male,60,No,Yes,Employed,Suburban,College,1673330400
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,0342816e-fcbb-4381-a0bb-c02689332ee0,no_churn,0.377166,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Female,42,No,Yes,Employed,Rural,High School or Below,1673330400
51,Yes,Yes,Low Speed,Phone_Support,One year,<50hrs,Active,c173ee60-1556-483b-8074-bc152fd5de59,no_churn,0.1436753,0,no_churn,-0.147842386432421,-0.0026811928234019,0.0071912052369771,-0.0444332865854448,0.0051038863015855,-0.140751644217489,0.0121188207690647,0.0422684455930902,Male,76,Yes,No,Employed,Suburban,Doctor,1673330400
37,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,8e585895-489a-4a43-9cff-dfb746c65dba,no_churn,0.32911748,0,no_churn,-0.225314359582844,-0.0061425642261019,-0.0593962030968941,-0.0360764031526196,-0.035420677113052,0.0487940124140368,0.0289410388183569,0.0355890027413988,Female,46,No,No,Employed,Suburban,High School or Below,1673330400
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,d6783095-9cdc-4136-a113-f70592e5613e,no_churn,0.008740144,0,no_churn,-0.0684479594508752,-0.0014845965147583,0.016409173431532,0.0006848217036781,0.109919456571324,0.109068505491882,0.0801992731164273,0.0903632718485823,Female,74,No,No,Unemployed,Urban,Bachelor,1673330400
69,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,c4653dd0-f206-4635-a244-48d3411e91aa,no_churn,0.2550721,0,no_churn,-0.121230542683979,-0.0008909866821704,0.0098440189436223,-0.0245259510346568,-0.104499631450344,0.0495155131295905,0.0272696772203198,0.0379917503784963,Female,34,Yes,Yes,Employed,Suburban,Bachelor,1673330400
67,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,c4a80554-3e62-4443-9e45-cd86b7839a02,churn,0.15476394,0,no_churn,-0.0758521269434641,-0.0044829657171794,-0.0774645696011066,0.0092038416852483,-0.0940862252081933,0.0372508851852762,0.0018905236136015,0.0045144861873814,Male,41,No,Yes,Unemployed,Suburban,High School or Below,1673330400
11,Yes,No,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,cd5dfe08-6af9-43b8-96f8-58cf8336eeba,no_churn,0.6227167,0,no_churn,0.156002553433773,-0.0008000814170736,-0.0164667315103542,-0.0171472417066615,0.136064407736185,0.146263335557978,0.172302825776424,0.129754785133991,Male,35,No,Yes,Medical Leave,Suburban,Bachelor,1673330400
68,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,f6af42d3-2f64-4782-8510-5fba6702cb60,no_churn,0.2142543,0,no_churn,-0.0683354615254393,-0.0019769062152545,0.0975936025837972,0.0445812711221105,0.0495155966637594,0.109545015446315,0.107212695739854,0.111651535221808,Male,68,Yes,No,Employed,Urban,Bachelor,1673330400
71,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,e0bfaa6d-7f8d-45d0-8520-2b8580859c20,no_churn,0.029517775,0,no_churn,-0.260574997488507,-0.0038271985452547,0.0277853602086543,-0.005686561192565,0.0248294967310494,0.0212140634801426,-0.0685400058279083,0.057440355842391,Female,49,No,Yes,Employed,Rural,Bachelor,1673330400
57,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,e4cb50c4-154a-4eb8-9775-f2047fe2af9b,no_churn,0.040736675,0,no_churn,-0.0925498922296992,-0.0043507789002433,0.0528668601408571,0.0445474927165742,0.0825244497501444,0.0809070711206368,0.119208272919404,0.0654015514942875,Female,28,No,Yes,Unemployed,Suburban,High School or Below,1673330400
48,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,6e50bf1e-3deb-40ba-b5ff-6edb2881741a,churn,0.44101742,1,churn,-0.0613824771299914,-0.004629003434602,0.088327311051089,0.111350545307223,-0.0183441530504751,0.0599029243362201,0.0944869530072901,0.0465950895748574,Female,47,No,Yes,Employed,Suburban,Bachelor,1673330400
64,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,d1a6d8fb-7b4b-48ca-8cb2-6e81380815f4,no_churn,0.07706297,0,no_churn,-0.294336385013867,-0.0038379979233423,0.0251060025918514,-0.0750963725964584,0.0021386286546385,0.0434732621402736,0.0173476265875615,0.0161790838062916,Male,38,No,Yes,Employed,Rural,Bachelor,1673330400
62,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,38d682e9-7286-42da-9dc5-04a564100b03,no_churn,0.14348736,0,no_churn,-0.303627033243292,-0.0033448333572732,-0.0407594173155075,-0.0329453564760888,0.0123908037782075,0.033911819560285,0.0301632035241436,0.0351846616302827,Male,23,Yes,Yes,Employed,Suburban,College,1673330400
55,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,845a258a-11c1-43b0-836f-34562b197605,no_churn,0.14525767,0,no_churn,-0.105215027434178,-0.0031442930998309,0.0232668770673899,0.0606417865927869,0.0285625087058724,0.0722816691877687,0.0223998824918817,0.0642340201954357,Female,26,Yes,Yes,Unemployed,Urban,College,1673330400
61,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,c600c9ec-b261-450e-9a44-6fb537f0a0eb,no_churn,0.0327319,0,no_churn,-0.123266184581871,-0.0020949344040127,-0.0265852777578857,-0.0402778134243362,-0.049599354782249,-0.0684834236450115,-0.001192162572097,0.0424729981596647,Female,72,No,Yes,Unemployed,Rural,Bachelor,1673330400
67,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,3d2252c7-8715-49cd-a37d-c5e6fe01c5e7,no_churn,0.05765954,0,no_churn,-0.213680559167506,-0.0037955007152049,-0.0241924430446852,-0.0642578173167748,-0.0065115956894987,0.0309143931757716,-0.0078248847520535,0.0303222557086155,Male,53,No,Yes,Medical Leave,Suburban,High School or Below,1673330400
52,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,d0a2d777-09d8-43be-8b9c-fc94feec297a,no_churn,0.24819522,0,no_churn,-0.120765832407915,-0.0036277625867478,-0.109984569321759,-0.0537961624534,0.0226870766641695,0.0604818267757764,-0.0183725964557015,-0.0156481317819816,Male,27,Yes,Yes,Employed,Suburban,High School or Below,1673330400
35,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,dbd66a62-dedc-462d-a554-1f6f69dbf277,no_churn,0.39707124,0,no_churn,-0.220210134265708,-0.0040767383572892,-0.0327611897623683,0.0254077230422262,-0.0227026685295368,0.0267317992757671,-0.0217573208175781,-0.0096576229558559,Female,53,Yes,No,Unemployed,Rural,Doctor,1673330400
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,f6157e51-5882-46a5-bcc7-ef0a41f78090,churn,0.7257456,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Female,53,No,Yes,Employed,Rural,College,1673330400
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b72d71a5-89a2-48a9-be81-fed0d0b93a5a,no_churn,0.39535058,0,no_churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Male,43,No,Yes,Employed,Suburban,Bachelor,1673330400
4,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,ae4283d8-00b4-4b63-a787-ec4e00178ef3,churn,0.5004322,1,churn,0.281325790561168,-0.003906892156101,-0.0356709040470195,0.175075173009009,0.0090496732347492,0.117443024339373,-0.0156532333983159,-0.0083053621942053,Female,67,No,No,Employed,Suburban,Master,1673330400
50,Yes,No,Fiber optic,In_Store_Support,One year,0hrs,Disabled,aa9dd9b9-7f31-4634-bab6-095d9cbae958,no_churn,0.04929089,0,no_churn,-0.0825340446207428,-0.003651517818489,-0.0264641865515295,0.0336049492923029,-0.0485729763137896,-0.0936763178093588,-0.0206131821471353,-0.0171188778616306,Male,45,Yes,Yes,Unemployed,Suburban,College,1673330400
31,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,8a7429a6-20ec-4d10-b98b-d84add7bd94d,no_churn,0.3389775,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,37,No,Yes,Unemployed,Suburban,High School or Below,1673330400
20,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,144230dd-b5f6-4d47-893c-0276c5b29f4e,no_churn,0.22504565,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Female,71,No,Yes,Employed,Suburban,High School or Below,1673330400
35,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,9e4d0722-be2c-436e-8367-1419d2813436,no_churn,0.16126965,0,no_churn,-0.0142316516710116,-0.003270780582834,0.0615067909147364,0.126815365952607,-0.0315588226626232,0.0927064421704881,0.0038136250475145,0.0142787443499491,Female,38,Yes,Yes,Employed,Suburban,Bachelor,1673330400
45,Yes,No,Medium Speed,Phone_Support,One year,<50hrs,Active,55c5b87a-8e56-4bb4-baef-57342b7b86e4,no_churn,0.10974989,0,no_churn,-0.0440413417596937,-0.0007632460682361,0.0141132241829836,0.0859523748000174,0.0756840570071108,-0.0098195568174014,-0.0431353370851866,-0.0070163215754655,Male,64,No,No,Employed,Suburban,High School or Below,1673330400
3,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,98bbc5af-37bb-47ab-9684-339295ac37c0,no_churn,0.4184367,0,no_churn,0.0839224583298437,0.0513034088965832,0.0375694120087109,-0.0183097448589251,0.0042057568583959,0.122157958851835,0.0562390511284684,0.0155879373961124,Male,60,Yes,No,Unemployed,Suburban,Bachelor,1673330400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,d9b91f22-f1de-43ed-a094-ad50bad1beaf,no_churn,0.25596076,0,no_churn,-0.0546945928365494,-0.0185482095254337,-0.0245705971195457,-0.0431866199731484,-0.131597482910875,0.0302934524135162,-0.0096972342190747,0.0279751326180121,Male,39,Yes,Yes,Unemployed,Suburban,Bachelor,1673330400
72,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Active,14e1d80b-578a-4f6e-afee-0aa43d6c9d87,no_churn,0.021142691,0,no_churn,-0.121892639111366,-0.0024289202178078,0.0171446754611315,-0.0119389646584659,0.0402116484529688,-0.153548055410138,0.0451507195255089,0.047032697782397,Female,29,Yes,No,Employed,Suburban,High School or Below,1673330400
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,72552ae4-5c08-47f8-ac9b-f2de21baa196,no_churn,0.6684903,0,no_churn,0.178905034932941,0.0127838695116224,0.0246902177612764,-0.0180500203817428,-0.0442677982793702,0.139911431398473,0.148939050495546,0.0380620704459306,Female,76,No,Yes,Employed,Suburban,College,1673330400
29,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,4afa6296-5dd0-498b-969a-f5a0136a050f,no_churn,0.11015879,0,no_churn,0.0464118410489391,5.84649262600578e-05,0.0416562141163376,0.047088545659999,0.15570329480146,0.125196865173029,0.114248267774947,0.130610369226706,Male,74,No,No,Employed,Urban,Master,1673330400
14,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,72ef6448-9a76-4396-ba4b-b228095bfd7c,no_churn,0.013587945,0,no_churn,0.0342282355843144,-0.0059068576291156,-0.0868261678915951,-0.0818707681873547,0.0582839145028992,0.0990057117384458,0.0737138982225769,0.107528421548504,Female,36,Yes,No,Unemployed,Rural,Bachelor,1673330400
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,fd41fadc-8ef9-4ec3-8aec-e91ad24e72b7,churn,0.35138857,1,churn,-0.0616469631094105,-0.024564826512078,-0.0299279570041744,-0.0105179174206887,-0.0546592449818263,0.0904548065775816,-0.0602826168086812,-0.007881433771472,Female,74,Yes,Yes,Employed,Suburban,Doctor,1673330400
40,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,9c9d2620-cbea-46f2-bb5b-5aeeb48d7047,no_churn,0.14221223,0,no_churn,-0.0991461247983898,-0.0187005019229764,-0.0428698276906288,-0.0598065577500892,-0.0460296152171395,-0.003036860014763,-0.0174936011512181,0.0280569389963784,Male,28,No,Yes,Employed,Suburban,College,1673330400
9,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,3b8aae95-0f93-4956-a47c-77e92da6c6f0,churn,0.63440686,1,churn,-0.0387236041914047,0.0660477874074251,0.0274751705325559,-0.0580735132089364,-0.115849758753801,0.0984198886784975,0.0287200388013195,0.052957840996687,Male,69,Yes,Yes,Employed,Suburban,High School or Below,1673330400
29,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3f3524e7-a155-4f5b-8721-c68e17c6faf5,no_churn,0.23905589,0,no_churn,-0.0702435565925088,0.0547940037063017,0.02689421897393,-0.0737702996974349,-0.162414728215354,0.063651166374907,-0.0124997310825347,-0.015437222627761,Male,51,No,No,Employed,Suburban,Master,1673330400
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0e98e11e-8f7f-473e-8eb4-29d7051d58eb,churn,0.11497297,1,churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,42,No,Yes,Unemployed,Suburban,Master,1673330400
1,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,a2779e73-10b9-4edb-9be9-11f3e2d19cbe,no_churn,0.31748372,0,no_churn,0.230857036031266,-0.0091687008934968,-0.0012897904670171,-0.0500861031849126,-0.041233662570994,0.114011163344749,-0.0361269809644454,-0.0066676314415963,Male,67,No,No,Employed,Suburban,Bachelor,1673330400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,5e39628e-9e9f-4c60-878e-1fbe8aaf2f72,no_churn,0.16772689,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,43,No,No,Retired,Urban,College,1673330400
46,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1a765ea3-ffee-4e22-bea6-ed98555d7bba,no_churn,0.038046192,0,no_churn,-0.12553278910802,-0.0066514309322337,0.0049458695912289,-0.104740346612725,0.0231351678421833,0.0284794415350916,-0.0277000987913925,-0.0239619645451875,Male,78,No,Yes,Unemployed,Urban,Master,1673330400
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5ac0ace1-087b-4a63-accb-c42fb18f31e3,no_churn,0.18557893,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Male,64,No,No,Employed,Suburban,College,1673330400
48,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,26f3a322-34f7-45b5-bccb-00e78a856133,no_churn,0.031041136,0,no_churn,-0.0979989046734863,-0.0120316116527601,0.0113416524168997,-0.0793685230097344,-0.0390214653292014,0.034254675482316,-0.0190900476361821,-0.033778594151945,Female,47,No,No,Employed,Suburban,College,1673330400
3,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,fbe60983-9dfc-40bb-9ff4-2974352efe3f,no_churn,0.22075205,0,no_churn,0.125448742467706,-0.0111304369137724,0.0106751322110903,-0.0847536768153622,0.0201109223169078,0.0872836986335642,-0.0238943975056463,-0.0146589857715116,Female,24,No,Yes,Employed,Suburban,Bachelor,1673330400
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,12963f32-d75e-40a6-929d-f7f6d6eef8b5,no_churn,0.001981075,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,67,No,No,Unemployed,Suburban,High School or Below,1673330400
72,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4bbbceac-1c57-49b6-a175-bd1c71c34df1,no_churn,0.002951027,0,no_churn,-0.0484238958506102,-0.0010080077267957,0.0191014703621476,-0.0050986728686621,0.0271432481092961,0.0668729330295082,-0.0066005726052026,-0.0110126548370317,Male,29,No,Yes,Unemployed,Suburban,Bachelor,1673330400
45,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,35f7b554-3e8b-48c5-80cc-10773b0f1ed3,no_churn,0.008742689,0,no_churn,-0.0995988776740614,-0.0071429889390446,0.0077757906975375,-0.0723121651182918,-0.0365054383373944,0.0366371362525387,-0.0270973843566753,-0.0457822239355118,Female,43,No,No,Employed,Suburban,Bachelor,1673330400
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e3bd2dd1-1944-4f94-bdc8-d61cbd2a93f4,churn,0.31416437,1,churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Female,76,No,No,Employed,Suburban,Bachelor,1673330400
23,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,a8a5402d-134e-4328-9bb8-50bfe16c519f,no_churn,0.033827644,0,no_churn,-0.0174478451878621,-0.0114764415937315,0.098775984396525,-0.0113715847295497,0.0830952473631441,0.0935486386607044,-0.0173430250452474,-0.0398840460493465,Male,44,No,Yes,Unemployed,Urban,College,1673330400
23,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2216a7e7-f565-4b4b-81f2-2904a87fb095,no_churn,0.060371228,0,no_churn,-0.108278890839129,-0.0073291030780819,-0.0472686410059759,-0.0282120352093261,-0.0228293508102797,0.0336314929834406,-0.0300698849192212,-0.0219237073203476,Male,31,No,Yes,Employed,Suburban,Bachelor,1673330400
30,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,de175ce0-f8ee-408c-8fb6-6bd2edb0a39a,no_churn,0.12213177,0,no_churn,-0.0655450463370198,-0.0181974865139454,-0.0313336248497671,-0.0892309845389718,-0.0207157193474176,0.052977022136265,-0.0365708906618328,-0.0504094203807471,Female,24,No,Yes,Employed,Suburban,College,1673330400
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,e8e3075f-69f8-4649-af71-2c2adf19fd90,no_churn,0.002870379,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,49,No,Yes,Retired,Suburban,Bachelor,1673330400
42,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,669b53ea-d2ac-43a0-bd3a-17d00a2cf327,no_churn,0.0226495579999999,0,no_churn,-0.0313916755374975,-0.0066938023546754,-0.0659064914296777,-0.139985924753664,0.0213790543916729,0.0511985746316986,-0.0264090856440907,-0.025502513971187,Female,45,Yes,Yes,Unemployed,Rural,High School or Below,1673330400
17,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6aa16662-6c00-4d8e-9a69-3a28dc186ebf,no_churn,0.046512317,0,no_churn,0.13954665951449,0.0011702561387755,0.0445671431301161,-0.0848471675975815,0.0260573769709662,0.101303786038779,-0.0183878396112049,0.0016985631325223,Male,27,Yes,No,Employed,Rural,Master,1673330400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,3346886f-f183-48cb-94ef-d075e7241b42,no_churn,0.004153645,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Male,26,Yes,Yes,Employed,Suburban,Bachelor,1673330400
37,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f75ffd8a-058f-4b50-918f-92a425e73cd0,no_churn,0.0094742775,0,no_churn,-0.0946432156707305,-0.0110039891995984,-0.0294202589222914,-0.0357079933109707,-0.0798732343317533,0.0419092318629373,-0.0393761398814604,-0.0209105521307537,Female,80,No,Yes,Employed,Suburban,Bachelor,1673330400
16,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,efd26369-a467-46f6-a75f-0f8607d8356e,no_churn,0.06459266,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Female,78,No,No,Employed,Rural,Bachelor,1673330400
25,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9997682d-8b55-4138-b12d-9b9336e6b74f,churn,0.028559314,0,no_churn,0.0002118409287777,-0.0066999596539608,0.0382940631839846,-0.0147493255837616,-0.0895575629492941,0.0023276785991311,-0.0292468549131081,-0.0201060298215634,Male,59,No,Yes,Employed,Urban,College,1673330400
18,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4457e92d-0d95-4f4a-bff0-0654518e3241,no_churn,0.030546509,0,no_churn,-0.0780254097520082,-0.0066375332593815,-0.0085609916374141,-0.0733459531326843,-0.0042796571782855,0.028658584951745,-0.0307097350195363,-0.0214706924188249,Male,65,Yes,Yes,Employed,Rural,High School or Below,1673330400
32,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,66ca190e-05a4-4970-ba4f-bfac3c1f2e0a,no_churn,0.056201927,0,no_churn,-0.0908979508321317,-0.0079192383923691,-0.0383109146894548,-0.100073583706071,0.0090413668806377,0.0327336991092397,-0.0226827132523158,-0.0509168150724508,Male,48,No,No,Employed,Rural,High School or Below,1673330400
70,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,5519cdae-7f36-4aa9-9164-fb9c0537ce72,no_churn,0.022105202,0,no_churn,-0.0756665708019636,-0.0043972021818626,-0.0226634291125719,-0.0173885856280003,0.0001034082533078,-0.0987156901015896,-0.0208075838741342,-0.0294904999500431,Female,56,No,Yes,Employed,Suburban,High School or Below,1673330400
38,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,bea6d993-3e1e-49eb-8d11-476a92c95248,no_churn,0.017847644,0,no_churn,-0.0691545796567152,-0.0118386128913516,-0.030280697531125,-0.114872784811341,-0.014857095600073,0.0383133479482239,-0.0307183552599599,-0.0356173734175536,Male,22,No,No,Unemployed,Suburban,High School or Below,1673330400
33,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,479894f9-59ca-4788-bd00-364bc9e87130,no_churn,0.0070227305,0,no_churn,-0.0976564141305243,-0.0088466689619417,-0.0083080433230315,-0.113392540774203,-0.0329330648286304,0.0371314216588052,-0.0220848404276512,-0.0229360010461641,Female,61,Yes,No,Unemployed,Suburban,College,1673330400
1,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,e26093ef-7244-4236-951f-8b241c0404ff,no_churn,0.38988975,0,no_churn,0.235365742846652,-0.0055424907086398,0.0515343102071801,-0.0920586677224946,-0.0448498673463473,0.122595216631098,-0.0468007642241264,-0.0573446720244646,Male,24,Yes,Yes,Employed,Rural,Bachelor,1673330400
5,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d5ba652e-4a86-4fe4-82a2-e13e7ad5879e,no_churn,0.104669794,0,no_churn,-0.0144356817088282,-0.0096824377133634,-0.0211432362826053,-0.0533211024199772,-0.115462307893285,0.0504993035106872,-0.052170043251881,-0.0497392178047448,Female,45,No,No,Employed,Urban,Bachelor,1673330400
17,Yes,No,Medium Speed,Phone_Support,Two year,0hrs,Disabled,f5416ac1-0c96-4eef-b21d-1b2eb8b8ef42,no_churn,0.013415733,0,no_churn,0.0276700800939943,-0.0034788154208945,-0.0093659145901438,-0.0569693819050007,0.0087454414696185,-0.168610923795495,-0.0277783851056301,-0.0392382537322373,Male,64,No,Yes,Employed,Suburban,High School or Below,1673330400
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,167df3da-cebf-4e4b-a467-f80d7adf04c9,churn,0.16734248,1,churn,-0.0495805231878876,-0.0093213903712785,-0.0175755110610225,-0.0970726227096565,-0.0379580846685712,0.046630867434078,-0.0526925228774234,-0.0395851803856203,Female,54,No,Yes,Unemployed,Rural,Bachelor,1673330400
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,35c88c0e-5469-4997-9db4-1b685105236f,churn,0.16584599,1,churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Male,34,Yes,No,Employed,Suburban,Bachelor,1673330400
72,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,83457421-fcbd-4a80-91d3-38304609f4a9,no_churn,0.0023285989,0,no_churn,-0.0598446517485672,-0.0036095255937516,0.0008526534423253,-0.0312213465247668,0.0003654841672505,0.0545032774864103,-0.0167868422469882,-0.0132852014245418,Male,32,No,No,Employed,Suburban,Bachelor,1673330400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,8ac84c5f-45e0-4cdd-8988-7e0fe0722326,churn,0.5771246,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,33,Yes,Yes,Unemployed,Suburban,High School or Below,1673330400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,576ffcc3-a45e-4173-849b-b8e4ffafaa0e,churn,0.36476758,1,churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Male,60,No,No,Unemployed,Suburban,College,1673330400
57,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,7066425e-802c-4344-8f30-1f1523abf709,no_churn,0.014151416,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Male,23,No,Yes,Employed,Suburban,College,1673330400
7,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d0947748-63a1-4ad6-88ff-119f7fce75d7,no_churn,0.29065618,0,no_churn,-0.0125125801138437,-0.0039982647575016,-0.022049619596919,-0.14165744389049,-0.0015982891447947,0.0543243605026782,-0.053039405408108,-0.0703001031114581,Female,47,No,Yes,Employed,Suburban,High School or Below,1673330400
48,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c06a3dd3-255e-4ec2-9403-89dbd778377b,no_churn,0.032555185,0,no_churn,-0.0771533420237483,-0.0051386793988012,0.0016337409843572,-0.0624085276077767,-0.0548212290152378,0.0347408085987081,-0.0295762773060778,-0.0629693124898585,Female,40,No,Yes,Employed,Suburban,Bachelor,1673330400
1,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,c85bae51-e7c8-4a56-84ad-2477a9ce62a0,churn,0.38988975,1,churn,0.316145662452891,-0.0109790534852936,0.0653358181750945,0.017181550276673,-0.0144549235771273,0.139459111530296,-0.025274873264716,-0.0191060981044574,Male,43,No,Yes,Disabled,Suburban,Master,1673330400
44,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,25dc960c-4a25-4f2f-a35c-ce72bdddb62f,no_churn,0.14894596,0,no_churn,-0.100053827141846,-0.0184711752175053,0.0103466424659518,-0.0719637109296036,-0.0127399101913351,0.0392026396796973,-0.0211368504225174,-0.029209959255595,Male,45,No,Yes,Employed,Urban,College,1673330400
20,Yes,No,Medium Speed,Phone_Support,One year,0hrs,Disabled,a15dac6e-5b14-4cef-be71-39d58c76ad1f,no_churn,0.040769782,0,no_churn,-0.0544796528707229,-0.0038536184060103,-0.0160880587665087,-0.0310851387031652,-0.0060014799294731,-0.0741150600496439,-0.0289153799131963,-0.0504877637589379,Female,72,No,No,Unemployed,Suburban,Bachelor,1673330400
35,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,f9364a62-5d67-4728-bcce-3b5a958eccc5,no_churn,0.031759847,0,no_churn,-0.0606878841683737,-0.0040829236046556,-0.0244715413035828,-0.049593045407928,-0.0351807982324407,-0.0582647191344403,-0.0137367580673162,-0.0230084834259923,Female,72,Yes,Yes,Unemployed,Suburban,College,1673330400
9,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,1dc1495b-6a9d-4ea3-b718-52a74d6869ca,churn,0.15304172,1,churn,0.120251541239031,-0.0105135304943723,-0.0299161802857997,0.0205913784014683,0.0259759335781382,0.100656821165921,-0.0306832580016453,-0.0428372604418655,Female,33,Yes,No,Employed,Urban,Bachelor,1673330400
45,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0865e2f3-e732-4eaa-a216-da0f70377909,no_churn,0.024272919,0,no_churn,-0.135975748520814,-0.0083558226686727,-0.0336105255388974,-0.0280639012706706,-0.0317194682321132,0.0286596929344887,-0.0365108673804206,-0.0234495111077012,Male,26,No,No,Employed,Suburban,High School or Below,1673330400
0,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,6052ea27-1a0d-4923-a2ef-675ddc2a84ba,no_churn,0.01805306,0,no_churn,0.218212272888923,-0.0122176605056665,-0.0194635438818386,-0.0562116766594226,0.0310078435913146,0.125092230640648,-0.032254023545629,-0.0502285926728473,Female,43,No,Yes,Employed,Suburban,College,1673330400
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d36f41cc-7c2e-46da-b2e5-733b5a40327f,no_churn,0.3836452,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,66,No,No,Employed,Suburban,Bachelor,1673330400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,66766464-d84c-4d29-9b70-2e5bd315c4b9,no_churn,0.12756908,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,34,No,Yes,Disabled,Suburban,High School or Below,1673330400
59,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,276bef1a-a857-495c-8f5d-221085001c9f,no_churn,0.0251234,0,no_churn,-0.0665061167044859,-0.0010622197002885,0.0666658808242937,0.0569493627897645,0.0799845793820532,0.0845779391039741,-0.0283974761346689,-0.0072380998365406,Female,78,No,No,Unemployed,Suburban,Bachelor,1673330400
35,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6096663c-3ef1-4ac6-b4f7-ed9e7f33b17b,no_churn,0.019018775,0,no_churn,-0.117301960888144,-0.0068247673371115,-0.0248787956429623,-0.0466034085010869,-0.0412177684932794,0.0352631706908778,-0.0235904082823617,-0.0238722136083379,Female,57,No,Yes,Employed,Suburban,High School or Below,1673330400
50,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,3395e873-5aef-45df-a421-b9cb78ea4c70,no_churn,0.008444629,0,no_churn,-0.0297527288052333,-0.0038406408474656,-0.0196093335506884,-0.0269865366915473,0.0159822543313566,-0.133222858581121,-0.0244319142108179,-0.0471643952683916,Female,77,No,Yes,Employed,Urban,High School or Below,1673330400
4,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,3a3cf6a9-c45f-4b5d-816b-0ceea9ef309f,no_churn,0.40190956,0,no_churn,0.142939840158507,-0.0007148452274304,-0.0086346522716849,-0.0894239137743989,0.0526502295800719,0.099150691820364,-0.0495412590988871,-0.0644046208022064,Female,52,No,Yes,Employed,Rural,High School or Below,1673330400
40,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e191cdfc-29ae-454b-b5b3-9dc6528a3265,churn,0.44298178,1,churn,0.0002976171429691,-0.0019174100103191,0.0054979873195588,-0.130076410779384,-0.054134228798448,0.081535626317127,-0.0126743581174559,-0.0275549728144506,Male,49,No,Yes,Unemployed,Suburban,High School or Below,1673330400
10,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,349605cc-2884-4130-9afe-15b143189e65,no_churn,0.10079228,0,no_churn,0.0964009781963614,-0.005156600180353,0.0775941490279046,0.0200049516075296,0.0775680783793086,0.104852739568987,-0.05480745319599,-0.0599274391413155,Male,42,Yes,Yes,Employed,Rural,College,1673330400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,7740f655-296a-47bc-b74a-f4a398f83b56,churn,0.657347,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,26,No,Yes,Unemployed,Suburban,College,1673330400
39,Yes,Yes,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,0c37cfff-53f4-435f-8d17-3af41a64cee6,no_churn,0.024880918,0,no_churn,-0.0488305101049809,-0.0077375558770654,-0.0069954501051188,-0.0483834279273332,-0.0034167917957302,-0.0994576130902942,-0.0189652559505884,-0.0352395474649529,Female,76,No,Yes,Employed,Suburban,Bachelor,1673330400
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0ee9cfae-2e73-4cff-9c96-295cc77d3826,no_churn,0.08304684,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Male,34,Yes,Yes,Disabled,Suburban,Bachelor,1673330400
3,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,fbe44e95-33dc-4127-92ce-ca673734524d,no_churn,0.20013103,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,69,No,Yes,Employed,Urban,Master,1673330400
71,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,9b15dc22-c30d-4ea1-a656-d3abc0fb8797,no_churn,0.0036982922,0,no_churn,-0.0759876672983227,-0.0031543686827717,-0.0019137396964561,-0.0331414636856334,0.0046686200060958,-0.116724870653093,-0.0188312753578611,-0.0239413865133428,Female,62,No,No,Employed,Suburban,High School or Below,1673330400
9,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8d5a4514-d2d0-49f8-8747-c712eeff65bc,no_churn,0.1482545,0,no_churn,0.120251541239031,-0.0105135304943723,-0.0299161802857997,0.0205913784014683,0.0259759335781382,0.100656821165921,-0.0306832580016453,-0.0428372604418655,Female,66,No,No,Employed,Rural,High School or Below,1673330400
7,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,49d82421-7667-46cc-843e-0349f69d48e0,no_churn,0.21105278,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,59,Yes,No,Unemployed,Suburban,High School or Below,1673330400
4,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,88792365-fe7f-4648-9006-f6cd79440a64,churn,0.66137505,1,churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Male,65,No,Yes,Employed,Urban,Bachelor,1673330400
51,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,dc5d50e9-6a4b-44c2-8069-32cd3b200c7b,no_churn,0.025203256,0,no_churn,-0.115158848014544,-0.0050454999502835,-0.0577520110474324,-0.0554453612856559,0.0134673034885418,0.0371427437665079,-0.0421348966473851,-0.0440995814303823,Male,47,Yes,Yes,Employed,Suburban,Bachelor,1673330400
57,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,a4babb0f-ffec-4f02-b40e-726b7e7c1f29,no_churn,0.014448735,0,no_churn,-0.0301366294929903,-0.004085215105515,-0.0064152218418166,-0.0450838610998107,0.0141309711256326,-0.112706654103895,-0.0367951093369265,-0.0479344325294005,Female,41,No,No,Unemployed,Suburban,High School or Below,1673330400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,08776a45-dfcd-475c-9687-8d3be867be37,no_churn,0.2831284,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,35,No,No,Employed,Urban,College,1673330400
6,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,84682598-4a7a-4258-8724-6a78892b76ff,no_churn,0.20277524,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Male,25,No,Yes,Unemployed,Suburban,High School or Below,1673330400
50,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e31e47f-e4a4-4473-9df8-e9205966b006,no_churn,0.021135611,0,no_churn,-0.0760854874711185,-0.0039535033033644,-0.0191698472721327,-0.109209549017687,0.0273062876783842,0.037770131316447,-0.0324612041902764,-0.0398896460659671,Male,48,Yes,Yes,Employed,Suburban,Master,1673330400
50,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ce66d159-24eb-4f4c-92e9-567e8c2e1202,no_churn,0.14668785,0,no_churn,-0.155696968570269,-0.0295142200309783,-0.034754209099442,-0.0397038061847342,0.0258025638621529,0.0395718652196774,-0.0334931176714371,-0.0412382583491853,Male,50,No,Yes,Employed,Suburban,High School or Below,1673330400
54,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6cc3f9f7-3ece-44bd-84ae-2429fd4db285,no_churn,0.019961229,0,no_churn,-0.103348234020214,-0.0044626378354951,0.0270896363482461,-0.162961998722785,0.0306634019125249,0.036747453991602,-0.0256548568032121,-0.0284322485825123,Female,56,No,No,Medical Leave,Suburban,Bachelor,1673330400
17,No,No phone service,High Speed,Web_Chat_Support,One year,0hrs,Disabled,a9fc6f8f-5fdb-4035-b3d2-529faa4759ee,no_churn,0.060183506,0,no_churn,0.0172714615086533,0.0137822053575928,-8.93430132236972e-06,-0.0241936870310746,0.0298231851455148,-0.179129962386487,-0.0305012852842128,-0.0260691351065952,Male,67,No,Yes,Retired,Urban,High School or Below,1673330400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,c678ff82-470c-4599-807b-6044bee26a0f,churn,0.2716657,1,churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,63,No,Yes,Retired,Urban,College,1673330400
23,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,50cb82a4-ff1a-4e47-89c8-b3461e2e941d,no_churn,0.0186322999999999,0,no_churn,-0.0641593938792721,-0.0061813829436323,-0.0413585867037545,-0.0177654047530813,0.0028486085566783,-0.0737580370159321,-0.0329632356977072,-0.0356887217812527,Female,63,Yes,No,Employed,Suburban,College,1673330400
68,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,004565af-369d-43fe-88d9-deb1fb4f6d6e,no_churn,0.009151977,0,no_churn,-0.069780868770913,-0.0035488062662261,-0.0001962680472752,-0.0229550315764936,-0.0005838424237663,-0.114778724170369,-0.0220807541280191,-0.035101857178306,Female,71,No,Yes,Disabled,Suburban,Bachelor,1673330400
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8e9ea066-88b0-40d1-91bf-992703cbdef1,no_churn,0.16652161,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,66,No,Yes,Employed,Suburban,High School or Below,1673330400
49,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,a20a6f78-1605-40c8-a458-cdae53475478,no_churn,0.02874041,0,no_churn,-0.0599329720556397,-0.0122882295837371,-0.0385049944698857,-0.015449301116987,0.0139345488103026,-0.0864268110655302,-0.0250166950001948,-0.04534169892926,Male,74,Yes,No,Employed,Rural,Master,1673330400
54,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,49f6be33-eb30-4de8-8cac-cb5949c26490,churn,0.013147811,0,no_churn,-0.0404522017236558,-0.0040014583010452,-0.0164657534912748,-0.0088703437321964,0.0227527016688691,-0.14018966181553,-0.0265219661559785,-0.0552774693705578,Male,75,No,No,Unemployed,Suburban,College,1673330400
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,b61d38d6-af32-4f0a-8894-f34aafeb2cf5,churn,0.43748122,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,80,No,No,Employed,Rural,High School or Below,1673330400
24,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,ab56ad79-c1f2-4554-af01-3253e680e942,churn,0.0353575999999999,0,no_churn,-0.0232015627077998,-0.0048012511901652,0.0256191027678687,-0.0136285344259704,0.0049176438935501,-0.188709604491251,-0.030812431634331,-0.0384095136678479,Female,59,Yes,Yes,Employed,Suburban,High School or Below,1673330400
18,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fb2a0b13-94eb-4775-a5b1-057726f63e38,churn,0.33828065,1,churn,0.0730231971326975,-0.0060792363369546,-0.0530401059151699,0.0566711620793648,0.108847768995129,0.0975297680432959,0.176346089502567,0.123889496669271,Male,45,No,No,Employed,Suburban,College,1673330400
63,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,<80hrs,Active,1bd7c06f-13c5-405c-90e9-bd79f2ba139d,no_churn,0.06421982,0,no_churn,-0.121435120660854,-0.0028535804246348,-0.013526925938786,0.014148355974994,0.0481454121271781,-0.211463041482202,0.0487601424392232,0.0491986040962183,Male,54,Yes,Yes,Employed,Urban,College,1673330400
56,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e2c6b656-f110-4265-a1c8-2eb0a290de04,churn,0.2625342,1,churn,0.0425819890370075,-0.0035806326088822,0.053830998175772,0.041775575981137,0.128222048495336,0.102077149805154,0.161877143569382,0.0591895912898871,Male,50,No,Yes,Unemployed,Urban,College,1673330400
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,be8e19a8-f146-4dbc-9431-e0e62ef903e2,no_churn,0.24695288,1,churn,-0.153331870305337,-0.0037618404345812,0.0180336861627165,0.0471271084097861,0.0852190787972904,0.0842694827609011,0.015370742320938,0.0468530220933371,Male,64,No,Yes,Unemployed,Rural,College,1673330400
62,Yes,Yes,Medium Speed,Web_Chat_Support,One year,<80hrs,Active,0ccbbe1b-557d-4451-9e67-c69ba01b6086,churn,0.32472363,1,churn,-0.040699777107111,-0.000480140597574,-0.0215772335704241,0.0363426089305903,0.0928415388231314,-0.0877738649569619,0.018181195387342,0.0896395239382036,Female,38,No,Yes,Employed,Suburban,Bachelor,1673330400
30,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,d3a1690d-ab90-4894-9c07-5778c21f1b3b,no_churn,0.34113064,0,no_churn,-0.186093568732822,-0.0049314049267195,-0.0166494063764821,-0.145095273541947,0.018643048154463,0.0509825632216961,-0.0356030971825021,0.0597209854002085,Female,42,No,No,Unemployed,Suburban,Doctor,1673330400
25,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,b4b62420-043f-4f4d-8273-04e85cc1ff93,churn,0.28995284,1,churn,0.085182211091851,-0.0006568608758061,0.0055279698307276,0.030145018943931,0.112748315991394,-0.0494565379888081,0.146035125929229,0.0967819460906866,Male,61,No,Yes,Employed,Suburban,High School or Below,1673330400
58,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,300fdaa2-7ff9-41d0-8876-7c1cb6ea6a0a,no_churn,0.25499663,0,no_churn,-0.157316012368037,-0.0060260666674548,-0.011647399833937,0.0084235557823558,0.0290336317641049,0.0533255615671987,0.0112267620089733,0.0446681046251433,Female,66,No,No,Employed,Urban,Bachelor,1673330400
23,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,0e556062-a918-462f-af86-1ede33a61059,churn,0.47619963,1,churn,-0.206682324549652,-0.0067952752222481,-0.0388263125137245,-0.0630275313919719,0.041433569382043,0.0274531312033468,0.0065009369930839,0.0409176539466898,Male,43,Yes,Yes,Employed,Suburban,High School or Below,1673330400
66,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,d40f1eda-ec35-40a2-affe-8f2ab9b458d3,churn,0.22849403,1,churn,-0.0491880002375637,-0.0004603276281704,0.0366320318627549,-0.0340608933748262,-0.0202310792047592,-0.131902406613217,0.0184144757475405,0.065658937676344,Female,24,No,Yes,Unemployed,Suburban,Master,1673330400
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,358eda0b-d523-4e3f-ac77-0feb07f99d69,churn,0.73673356,0,no_churn,0.0634450350439055,-0.0022868122133149,-0.0214859046403762,-0.134733107427619,0.0487922694047028,0.12384238161023,0.103272865520485,0.119115215111342,Male,68,Yes,Yes,Employed,Suburban,College,1673330400
67,Yes,No,Low Speed,Web_Chat_Support,One year,<80hrs,Active,ad2df45c-3fff-4141-a19a-a6ad5d61200d,churn,0.18896979,1,churn,0.0117274359939347,-0.0006505546482731,0.0452063326837742,0.0861931698100488,0.0983556314866473,-0.0403016514597311,0.121807291075374,0.0886362003945305,Female,20,No,Yes,Employed,Suburban,College,1673330400
2,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f656194e-3248-4b34-8330-c81a808e5d7e,churn,0.8569562,1,churn,0.171616606696207,-0.0032718473684872,0.044011177947641,-0.0011540774678269,0.0465733782163806,0.12860373279369,0.0630813937167113,0.0815134859483259,Male,32,Yes,No,Employed,Suburban,Master,1673330400
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,bcc0916f-4954-4355-90b9-557afdb7fae1,churn,0.93865997,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Male,62,No,Yes,Employed,Rural,Master,1673330400
57,Yes,Yes,High Speed,Web_Chat_Support,Two year,100hrs+,Active,11076746-4ee2-474e-8267-0177ea7f2b6d,churn,0.2816715,1,churn,0.0048568217302818,-0.000252983490609,-0.0743182585089562,-0.0247749971413759,0.0923196737474609,-0.0754277578070014,0.0443941482984155,0.06751053682181,Male,78,No,No,Unemployed,Suburban,Bachelor,1673330400
61,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,075a605a-1d22-4057-8c12-a30065812eb8,churn,0.49155867,1,churn,-0.247651620292872,-0.0027819262609955,-0.045864469515227,-0.0208862661239982,0.0348516910323451,0.0415049304565036,0.0312791161021232,0.0305223931777345,Female,44,Yes,Yes,Disabled,Suburban,Bachelor,1673330400
70,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,67b77447-c644-44c1-8cc5-99e7432be5f1,churn,0.53944045,1,churn,-0.173164401951044,0.0008994169107245,-0.010389058728997,-0.0160899112563856,0.0454784295775061,0.0881846652272724,0.0545809981349339,0.106807044523175,Male,38,No,Yes,Medical Leave,Suburban,High School or Below,1673330400
28,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,e60080ee-5f06-481b-afca-baf984ed2d9c,churn,0.455672,1,churn,0.0274422249422968,-0.0017595437996715,0.0916441145362569,-0.0192014220352575,0.123099342061832,0.129507954784658,0.166986258962661,0.133254931010879,Male,34,No,No,Employed,Suburban,Bachelor,1673330400
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,1deace51-38ae-4e7f-b1fe-7caafd62ec2f,churn,0.4119763,1,churn,-0.0095555511430575,-0.0023931571788307,0.137886773284854,0.11122445390004,0.0668339117494633,0.0556174973917586,0.106302591711155,0.0933906749623019,Male,80,No,Yes,Employed,Urban,Bachelor,1673330400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f2a6aaa9-f345-45ac-ab9c-f9b122374914,no_churn,0.3184536,0,no_churn,-0.0130467624315406,-0.0031823109293327,0.127216134451273,0.0888803693773297,0.0870872964810769,0.130878897776383,0.0508862518658406,0.0334841468679042,Male,55,No,Yes,Unemployed,Suburban,Master,1673330400
58,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,28609d87-697d-4b72-a43d-cf2bca1ef7e8,no_churn,0.2773993,0,no_churn,-0.0901193067187341,-0.0022719868398417,-0.0110017759896345,-0.0651834675325426,-0.0365270576970215,-0.130367891258938,0.0532395557025938,0.0604835559265666,Male,40,No,Yes,Retired,Suburban,College,1673330400
39,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,4cc52af1-4f70-4a3d-b1ae-ffff79a6b971,no_churn,0.6828549,0,no_churn,-0.172969006137801,-0.0048534549069336,0.0197089236099691,-0.0338851206667641,-0.0125064324743925,0.0598996746267039,-0.0972604542562749,-0.0004936190563967,Male,24,No,No,Employed,Urban,High School or Below,1673330400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,14cf6967-bc6d-4ff1-8f86-c32b484af72f,churn,0.68517125,1,churn,0.210110039522406,-0.0041093540459405,0.0380437332235487,0.0787089802795344,0.0499911185072232,0.11607038872,0.106769439287109,0.0753895122011272,Male,79,Yes,No,Employed,Suburban,High School or Below,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b210f8b8-fb75-42cb-9bc7-abe863ea285c,churn,0.8635287,1,churn,0.220842217745103,-0.0059087613580504,-0.0613607291358948,0.0839311593250204,0.0360714102691599,0.142791026215364,0.0004016935607614,0.0131492709935628,Female,32,No,No,Medical Leave,Urban,High School or Below,1673330400
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fac347b8-c073-4d39-a0ac-2301f6b3e6d1,churn,0.5139348,1,churn,0.123332082710313,-0.0044540774494817,-0.0369923414989261,0.0424422919408425,0.0530511160669266,0.130497498869736,0.174194750297665,0.0740692044658226,Female,24,No,No,Unemployed,Urban,College,1673330400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2dccc2b6-7110-4153-8b46-b56a195dc038,no_churn,0.68068546,0,no_churn,0.272153209177732,-0.0001019440181153,-0.0266639703569126,0.104266846014943,0.0875801711423719,0.136904588576008,0.0619096450401775,0.0730919749747954,Female,77,No,No,Employed,Suburban,Bachelor,1673330400
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,be3e4a72-b5f1-4279-a2e7-9c20728f8212,no_churn,0.09645138,0,no_churn,-0.27668371200497,-0.0038979956233197,0.0259639245665403,-0.0459265654923729,0.017261062279731,0.0329658542750257,-0.0202017859412444,0.0014930633725089,Male,37,No,Yes,Unemployed,Urban,Master,1673330400
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,3d7436ac-75c1-41aa-bcf0-65064f177986,churn,0.7150269,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Female,49,No,No,Employed,Suburban,High School or Below,1673330400
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,109a1b0d-f184-4b02-93b2-b0b551be39c4,no_churn,0.36775288,0,no_churn,-0.16953823820425,-0.0014139096419785,-0.0018705504902845,-0.0505913188398153,0.0043781957892042,0.0550694164273591,0.0184923636342591,-0.0040521100701334,Female,51,No,No,Unemployed,Suburban,College,1673330400
44,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c5675809-03af-47bd-9e64-a2c0d88a311a,no_churn,0.3100251,0,no_churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Male,51,No,Yes,Employed,Urban,Bachelor,1673330400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5bb84a8c-75d8-44b0-a79c-3dcee79eb5d1,churn,0.7261663,1,churn,-0.0537698295226164,-0.0047567690303185,-0.0836094032449818,-0.0452368471698901,0.0457806752064061,0.078091789634218,-0.0054238328800965,0.0813980676623032,Female,52,No,Yes,Employed,Suburban,High School or Below,1673330400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5b6b8d02-2107-4f92-a821-c4b3325f11f1,no_churn,0.15200621,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Female,60,No,Yes,Unemployed,Suburban,High School or Below,1673330400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,d201ea0c-1df2-46f9-9169-3f03f0292284,churn,0.8035109,1,churn,0.140586647747732,-0.0021437161625271,0.0499338014996101,0.0515065247027359,0.101762467345761,0.147712266818789,0.0763730870400831,0.0683380155370105,Female,42,Yes,No,Employed,Suburban,High School or Below,1673330400
54,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,28c7d585-ae5f-4745-b5bf-9c598beaa19c,churn,0.29952067,1,churn,0.156695471370513,-0.0017372639037967,0.121687012598295,0.0451725250001527,0.0803279736421063,0.0647719253702234,0.114914206450203,0.109142009161515,Male,28,No,No,Employed,Suburban,Bachelor,1673330400
56,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,89150edd-4571-4a8c-a208-f4a3c90de909,no_churn,0.21482058,0,no_churn,-0.214246087596521,-0.0034994285456741,-0.0613407986872334,-0.0498872774403935,0.0287125502352137,0.0201299287394249,-0.0128563019412104,0.0239612612268319,Female,46,Yes,No,Employed,Suburban,High School or Below,1673330400
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,79ffee3c-cca1-4be5-a2df-27f240a5d06c,no_churn,0.16890614,0,no_churn,-0.200157209250565,-0.0019525319391141,0.0232102648924592,-0.0755062111531697,0.0128733814583392,-0.0601219610218595,0.0384367206285605,0.0461913936215387,Male,34,No,Yes,Employed,Rural,Bachelor,1673330400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b5ebdc5a-2e7c-4616-a33f-781d4d74a8af,churn,0.0280099179999999,0,no_churn,-0.264017217994174,-0.002318555997881,-0.0183324373549294,-0.0643387695423825,0.0151696477422683,0.0626420542247569,-0.0365767129773348,0.0587458386392063,Male,28,No,No,Employed,Urban,High School or Below,1673330400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,72904a3f-1fd5-4452-b2a9-9418d63c4226,churn,0.72681034,1,churn,0.226872591148776,-0.0010851425707915,0.0616689182191657,0.0053776755445596,0.0929604769834077,0.130607475908382,0.0894662901022093,0.090105570475207,Female,24,No,Yes,Employed,Suburban,Bachelor,1673330400
33,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1efed501-8ec5-4e6b-bf4c-13c123522e48,no_churn,0.6056883,0,no_churn,-0.0709459403645451,-0.0010857262504396,0.0503278016527929,0.0104684328277471,0.0426217720188742,0.0829763842087231,0.0447332368499792,-0.0144316338683165,Male,78,No,No,Unemployed,Urban,Bachelor,1673330400
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,4fb33930-253c-4239-87aa-0de7a3b5579b,no_churn,0.54315054,0,no_churn,-0.171780085901892,-0.0034793407413235,-0.0201673043326718,-0.0589259358705385,-0.0588288310237294,0.0598047140263042,0.013256235286326,-0.0116328819463342,Male,56,Yes,Yes,Unemployed,Urban,Bachelor,1673330400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,800e29a4-2875-4511-9c1a-7971aff3bac7,no_churn,0.6094902,0,no_churn,0.0862085726596978,-0.0020912981561923,0.0395558375203563,0.129146418514993,0.116241970173705,0.152586911687067,0.124077809942528,0.0595809696118522,Female,70,No,No,Employed,Suburban,High School or Below,1673330400
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f3dd51f2-4780-497b-9eaa-acbb510a8fed,churn,0.81779444,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Female,44,No,No,Employed,Suburban,High School or Below,1673330400
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,e4cf23d9-a7da-4b03-a155-ca255108fa2d,no_churn,0.5647271,0,no_churn,0.212418583823392,-0.0029077581879391,-0.0148756246434732,0.135277356066545,0.0499247837607617,0.141969954456035,0.123748347491855,0.0754182173422123,Male,27,No,Yes,Employed,Suburban,High School or Below,1673330400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f2fc4f85-3cca-4d4c-a90d-207bc902e8d2,churn,0.5695883,1,churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Male,60,Yes,No,Employed,Suburban,High School or Below,1673330400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7c9c841d-7400-4fe9-ba18-f4d89f68e64b,churn,0.42117354,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,47,No,Yes,Disabled,Suburban,High School or Below,1673330400
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9a9779ae-68a7-4ad4-a6be-871051e44d04,churn,0.31034547,1,churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Female,74,Yes,No,Employed,Rural,High School or Below,1673330400
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3d0b13a9-6d8d-4bc5-9bfe-d5e398027514,no_churn,0.43902147,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Female,52,No,Yes,Employed,Rural,Bachelor,1673330400
23,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,45485b0e-8012-44de-a25c-04e93f15b870,no_churn,0.32050732,0,no_churn,-0.189144219401351,-0.0097237415819108,-0.116661044332905,0.0429998371659348,-0.0040632221356827,0.0475583981696218,-0.0260259433768624,-0.013966213366566,Male,80,No,No,Employed,Suburban,Bachelor,1673330400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d1d5db9-36e2-4ea3-8b49-b00a8d9207a1,churn,0.8108834,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,74,No,Yes,Unemployed,Suburban,High School or Below,1673330400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,590aafdf-cda2-48a1-a7ca-3154b6479418,churn,0.5128214,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,31,No,Yes,Medical Leave,Suburban,Bachelor,1673330400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc401989-5e7f-49a6-bd89-3388c57eba16,churn,0.7805694,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,45,No,No,Retired,Suburban,Master,1673330400
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ed67ddaa-5580-47a9-a0c8-68c3c29fdbb4,no_churn,0.76190454,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Male,46,No,Yes,Disabled,Urban,High School or Below,1673330400
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8077323d-0520-4fc8-ba60-32462b27fa01,no_churn,0.18303028,0,no_churn,-0.214908295190876,-0.0036444157407822,0.0436561367622562,0.0198361114402541,0.0056808373557396,0.0613815072422539,-0.0321101717403871,-0.0136057241924663,Male,44,No,Yes,Disabled,Urban,College,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1a088fcf-9ba1-434e-9480-612bf2303bc9,churn,0.87389773,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,41,No,No,Employed,Urban,Bachelor,1673330400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,52c81945-7407-4903-b173-967f3b11cc88,no_churn,0.5771108,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,28,No,Yes,Unemployed,Suburban,Master,1673330400
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,60637a2d-ed35-4055-8b09-e759fbea36e2,no_churn,0.42193654,0,no_churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Male,33,Yes,Yes,Unemployed,Urban,Bachelor,1673330400
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f26b0db0-98ad-48b5-aecb-a77edf183d0c,no_churn,0.4027934,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,67,No,Yes,Employed,Suburban,High School or Below,1673330400
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab7245f8-31fc-4c7c-bc7f-e1fe8d9a8eb1,no_churn,0.08456541,0,no_churn,-0.173711776780388,-0.0025089984478836,-0.0536363660858114,0.0077115763193251,0.0490511066120234,0.0639114047996145,-0.0275317414499295,-0.0539780180129946,Female,24,No,No,Unemployed,Suburban,Master,1673330400
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,fd81aab3-ab6e-47fb-abf4-623039bb73c2,churn,0.47207376,1,churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Female,72,No,No,Employed,Suburban,Bachelor,1673330400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2fb018ab-45fa-4840-9bb0-e19c5a005223,no_churn,0.3595479,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Male,21,Yes,No,Unemployed,Suburban,Bachelor,1673330400
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7cd83a1d-88b7-4f5b-a42b-83ff277f46b0,churn,0.8600285,1,churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Male,42,No,Yes,Employed,Rural,Bachelor,1673330400
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,572b7cad-d30a-4cad-bd2f-5e3f1104b84a,no_churn,0.3361231,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,67,No,Yes,Employed,Urban,High School or Below,1673330400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3a601070-f8cb-4371-9fe1-e3e5e17c11df,no_churn,0.640295,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,23,No,No,Unemployed,Urban,Bachelor,1673330400
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5d668117-bee5-4ba8-ba80-b2f024a623af,churn,0.7117848,1,churn,0.21204317863647,-0.0048132981293201,0.0931678820989236,0.134409287860458,0.0168710356128667,0.155008057956406,-0.0194913913587333,-0.0231800170300175,Female,78,No,Yes,Medical Leave,Rural,College,1673330400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,69f91473-7bf6-4da7-9ce6-f8d8b79ac8c1,churn,0.56730324,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,50,No,No,Unemployed,Rural,Doctor,1673330400
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7e277582-4b7c-406d-9c39-aec8ff279bda,churn,0.40683952,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,66,No,Yes,Employed,Urban,College,1673330400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c3d0587d-ea49-4c12-a68f-3cd70d756d7d,no_churn,0.4486173,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,79,No,Yes,Employed,Rural,High School or Below,1673330400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0efc5f4f-778e-4e12-a66d-ee68f3bd52ff,churn,0.47381884,1,churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,37,No,No,Employed,Rural,High School or Below,1673330400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,58cf7961-b692-4b03-aec7-c9e4aa6e46eb,no_churn,0.42771235,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,47,No,Yes,Employed,Suburban,Bachelor,1673330400
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9b6fc734-44cf-4e3e-8155-809dd9344a6c,no_churn,0.30359635,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Female,60,Yes,No,Unemployed,Suburban,Bachelor,1673330400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,86b89834-766a-47e2-89fb-6bff4b886590,no_churn,0.46442965,0,no_churn,-0.0060291550501324,-0.0064492934029476,0.0604035981356901,0.125138849411032,0.0678909094777918,0.120364601289343,-0.0241936920101216,-0.013619098356512,Female,70,Yes,No,Unemployed,Urban,High School or Below,1673330400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b2fdb08-d855-49be-a6cc-4c10703e3a75,churn,0.60777915,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Female,61,Yes,No,Employed,Suburban,Bachelor,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e21137c9-42b9-4794-b073-e3e1353e0094,churn,0.8047992,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,30,No,Yes,Unemployed,Suburban,High School or Below,1673330400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0cb1f006-ed86-489e-a391-fe7549c3b693,no_churn,0.19706771,0,no_churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Male,74,No,No,Disabled,Suburban,Bachelor,1673330400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3b308a1c-9760-4998-b87c-3572d30e8308,churn,0.74694896,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,31,No,No,Employed,Suburban,Bachelor,1673330400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,251762c6-cbde-45a1-a11c-d7908a22df7a,churn,0.6711651,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,56,No,No,Unemployed,Suburban,High School or Below,1673330400
57,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c596b7f9-ac53-41ad-9bd4-e984f998b3ab,no_churn,0.32188627,0,no_churn,-0.197238551918895,-0.0043286335148695,-0.0924788683606493,0.0105683901500742,0.0343530666012247,0.0430687615107444,-0.0270094908878581,-0.025960821395156,Female,58,No,No,Unemployed,Suburban,College,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7b4c0bdf-75b9-4e73-a843-2b7e0aee2611,churn,0.7549685,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,49,No,Yes,Employed,Rural,Bachelor,1673330400
26,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c30ace28-a963-4b08-b181-6884b8122024,no_churn,0.26128447,0,no_churn,-0.0899472388734784,-0.0028897022199271,0.0601286459145467,0.11292714846908,0.0053760809149753,0.093744560875325,-0.0090210859208855,-0.0483844746139675,Male,29,No,Yes,Employed,Suburban,Doctor,1673330400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,54302906-37d3-47d0-b073-480e6f6a92d2,churn,0.6891587,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,23,No,Yes,Employed,Urban,High School or Below,1673330400
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,59fb0fee-52a4-4dbb-ae8c-ca692717cb90,no_churn,0.43902147,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Female,80,Yes,Yes,Retired,Suburban,High School or Below,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,83f7b8ac-03cb-4e97-957c-521b1295a2aa,churn,0.87389773,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,22,No,No,Employed,Urban,Bachelor,1673330400
18,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1d828c47-0c7d-44f2-81c0-623d1cff80fb,no_churn,0.030546509,0,no_churn,-0.0780254097520082,-0.0066375332593815,-0.0085609916374141,-0.0733459531326843,-0.0042796571782855,0.028658584951745,-0.0307097350195363,-0.0214706924188249,Female,28,No,No,Employed,Urban,Bachelor,1673330400
20,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,097a4b12-78bf-4bba-b839-dfa74f10e496,no_churn,0.25596076,0,no_churn,-0.0546945928365494,-0.0185482095254337,-0.0245705971195457,-0.0431866199731484,-0.131597482910875,0.0302934524135162,-0.0096972342190747,0.0279751326180121,Female,60,Yes,No,Employed,Urban,High School or Below,1673330400
72,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3a86cf16-539d-4446-af54-fdf7c1f09887,no_churn,0.0023285989,0,no_churn,-0.0598446517485672,-0.0036095255937516,0.0008526534423253,-0.0312213465247668,0.0003654841672505,0.0545032774864103,-0.0167868422469882,-0.0132852014245418,Male,24,No,No,Employed,Urban,Bachelor,1673330400
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,67e06da7-178b-43be-89ea-f2e0d6c226ff,churn,0.16734248,1,churn,-0.0495805231878876,-0.0093213903712785,-0.0175755110610225,-0.0970726227096565,-0.0379580846685712,0.046630867434078,-0.0526925228774234,-0.0395851803856203,Female,72,No,Yes,Retired,Suburban,High School or Below,1673330400
69,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,35effb29-dfa1-4fb9-86fd-4e649342e17b,no_churn,0.2550721,0,no_churn,-0.121230542683979,-0.0008909866821704,0.0098440189436223,-0.0245259510346568,-0.104499631450344,0.0495155131295905,0.0272696772203198,0.0379917503784963,Male,54,No,No,Unemployed,Suburban,Bachelor,1673330400
9,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,93fcd34b-552d-4f03-bf24-bc91efa7ee84,churn,0.63440686,1,churn,-0.0387236041914047,0.0660477874074251,0.0274751705325559,-0.0580735132089364,-0.115849758753801,0.0984198886784975,0.0287200388013195,0.052957840996687,Male,30,No,No,Employed,Rural,High School or Below,1673330400
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9f7995df-07ce-4096-bf6b-2165ec152b02,no_churn,0.029816156,0,no_churn,-0.0920869204844439,-0.006586278712748,-0.0354330801026844,-0.0359484840692312,-0.0641147591138815,0.0324929209191304,-0.0191798123298576,-0.0281697373836505,Male,60,No,Yes,Medical Leave,Suburban,College,1673330400
57,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,65715f71-1df8-403f-91e9-47a46f465794,no_churn,0.014151416,0,no_churn,-0.0353973422891249,-0.0050920123790274,-0.0460546600704401,-0.0622006759673786,0.0465885574198182,0.0523983842749566,-0.0373468505589426,-0.0519215512411756,Male,47,No,No,Unemployed,Suburban,College,1673330400
38,Yes,No,Low Speed,Phone_Support,One year,0hrs,Disabled,dd3c26ee-1f4d-401f-b95d-edcdad10948f,no_churn,0.017847644,0,no_churn,-0.02363402601708,-0.0065110921584073,-0.0023155743843472,-0.0997840934004034,-0.0129421035434825,-0.064303048417787,-0.0242662531587848,-0.0352699619566374,Male,32,Yes,No,Unemployed,Suburban,High School or Below,1673330400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,82afa890-8dd9-4c3e-abc0-50ad92c841a5,churn,0.7261663,1,churn,-0.0537698295226164,-0.0047567690303185,-0.0836094032449818,-0.0452368471698901,0.0457806752064061,0.078091789634218,-0.0054238328800965,0.0813980676623032,Female,80,No,No,Unemployed,Rural,College,1673330400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,d805faa1-d6d7-46c3-9cc8-ce577ca0337d,no_churn,0.16772689,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,54,No,No,Employed,Suburban,Doctor,1673330400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a77f5a59-0f3d-4aa2-9771-3c33d645a1fa,no_churn,0.640295,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Male,54,Yes,Yes,Unemployed,Suburban,Master,1673330400
48,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,939717bc-9e6e-4409-a865-3985353686aa,no_churn,0.032555185,0,no_churn,-0.0771533420237483,-0.0051386793988012,0.0016337409843572,-0.0624085276077767,-0.0548212290152378,0.0347408085987081,-0.0295762773060778,-0.0629693124898585,Male,66,No,Yes,Employed,Suburban,Bachelor,1673330400
9,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,be660330-4887-4dc9-90c1-f1ff03ef1c33,churn,0.63440686,1,churn,-0.0387236041914047,0.0660477874074251,0.0274751705325559,-0.0580735132089364,-0.115849758753801,0.0984198886784975,0.0287200388013195,0.052957840996687,Female,53,No,Yes,Disabled,Suburban,College,1673330400
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,7092657d-c83d-472f-b664-3b7665cc94f1,no_churn,0.36775288,0,no_churn,-0.16953823820425,-0.0014139096419785,-0.0018705504902845,-0.0505913188398153,0.0043781957892042,0.0550694164273591,0.0184923636342591,-0.0040521100701334,Female,65,Yes,Yes,Employed,Rural,College,1673330400
50,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0141754-0cb3-4d67-9a5f-80f958a67f70,no_churn,0.14668785,0,no_churn,-0.155696968570269,-0.0295142200309783,-0.034754209099442,-0.0397038061847342,0.0258025638621529,0.0395718652196774,-0.0334931176714371,-0.0412382583491853,Female,30,Yes,No,Unemployed,Suburban,Master,1673330400
72,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,066dc80c-a798-4a1e-8164-296995ea222a,no_churn,0.15200621,0,no_churn,-0.153072940356406,-0.0025322892623853,0.0022494867786099,0.0201959836187552,-0.0649129506915642,-0.106527876163755,0.0063714454152204,0.0431315595044316,Female,23,No,No,Retired,Suburban,College,1673330400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,757660cb-209e-47ff-9968-be74d3a64369,no_churn,0.12756908,0,no_churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,38,No,No,Employed,Suburban,Bachelor,1673330400
72,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,910d0cff-14a1-493f-ba2c-03695b4c38ac,no_churn,0.002951027,0,no_churn,-0.0484238958506102,-0.0010080077267957,0.0191014703621476,-0.0050986728686621,0.0271432481092961,0.0668729330295082,-0.0066005726052026,-0.0110126548370317,Female,52,No,Yes,Employed,Suburban,Bachelor,1673330400
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bbff8495-e65d-420a-8138-337fa24cf9af,churn,0.31034547,1,churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Male,79,Yes,No,Unemployed,Suburban,Bachelor,1673330400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,589c42ed-2f30-411f-801d-fdd70a9cbe5f,no_churn,0.3184536,0,no_churn,-0.0130467624315406,-0.0031823109293327,0.127216134451273,0.0888803693773297,0.0870872964810769,0.130878897776383,0.0508862518658406,0.0334841468679042,Male,67,Yes,Yes,Unemployed,Suburban,College,1673330400
28,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,eaa4e8bc-3554-43c3-ae09-734c6fb7c4ab,no_churn,0.042101957,0,no_churn,-0.106657990757312,-0.0087674808358133,-0.0227935088593585,-0.0766806938807349,-0.0275225247240996,0.0322880579125012,-0.0364860219957063,-0.0224059884025882,Female,54,Yes,Yes,Employed,Rural,High School or Below,1673330400
25,Yes,No,High Speed,Web_Chat_Support,One year,<50hrs,Active,85a14b30-836b-456d-9121-a35b0e497077,churn,0.28995284,1,churn,0.085182211091851,-0.0006568608758061,0.0055279698307276,0.030145018943931,0.112748315991394,-0.0494565379888081,0.146035125929229,0.0967819460906866,Female,22,No,Yes,Employed,Suburban,Bachelor,1673330400
4,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cdcd2432-a5de-4a26-9861-07d2fca8ba04,churn,0.66137505,1,churn,0.127047701778556,0.134373138126984,0.0560394243242035,0.0048116902084348,0.0578932513867221,0.137151322368686,-0.0214902158365703,-0.0056424951699409,Female,76,No,Yes,Employed,Urban,Master,1673330400
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ce8e7658-2d92-4952-9838-ffad7504c24a,churn,0.73673356,0,no_churn,0.0634450350439055,-0.0022868122133149,-0.0214859046403762,-0.134733107427619,0.0487922694047028,0.12384238161023,0.103272865520485,0.119115215111342,Male,26,No,No,Employed,Suburban,Bachelor,1673330400
51,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,fbfaa093-73a2-468b-b3fa-3f5991791729,no_churn,0.1436753,0,no_churn,-0.195308538047875,-0.0016253979848625,0.0296330161603327,-0.05290724788043,0.0173752073652212,0.0832992383969758,-0.0270883752344343,0.0675959451958988,Male,77,No,No,Unemployed,Suburban,Master,1673330400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c8cd8b60-7661-447f-b653-7c42b0224dd8,no_churn,0.6094902,0,no_churn,0.0862085726596978,-0.0020912981561923,0.0395558375203563,0.129146418514993,0.116241970173705,0.152586911687067,0.124077809942528,0.0595809696118522,Female,61,No,No,Unemployed,Suburban,Bachelor,1673330400
37,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,6880bb6e-15b9-4eb2-aa97-e4c5e45b660f,no_churn,0.046912123,0,no_churn,-0.081604837298928,-0.0103613969218895,0.0270170925139973,-0.108007328978783,0.0187031078588643,0.059679171000389,-0.0384350870616617,-0.0718858579481275,Male,73,Yes,Yes,Unemployed,Suburban,Doctor,1673330400
57,Yes,No,High Speed,Phone_Support,Two year,0hrs,Disabled,e9f322fe-6d32-40bb-8d87-bb0d3eb3b813,no_churn,0.014151416,0,no_churn,-0.0144602757654502,-0.0036918312936722,-0.0114687416322976,-0.02497525644505,0.0200831528861999,-0.132175250835589,-0.037450453147012,-0.0648874966110815,Female,35,No,Yes,Unemployed,Suburban,College,1673330400
23,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4245a27d-044e-43bc-930a-da44b124ff07,churn,0.47619963,1,churn,-0.206682324549652,-0.0067952752222481,-0.0388263125137245,-0.0630275313919719,0.041433569382043,0.0274531312033468,0.0065009369930839,0.0409176539466898,Female,66,No,No,Employed,Suburban,High School or Below,1673330400
46,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,f98f946a-dfad-43bc-b235-e2fc49f3c4b7,no_churn,0.038046192,0,no_churn,-0.0197955777285096,-0.0011482408420033,-0.0730621253861636,0.0221887189444305,0.0376990681239067,-0.0189208273287795,-0.0402104996799153,-0.0257766665959479,Female,63,No,Yes,Unemployed,Suburban,High School or Below,1673330400
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,486fe180-4762-428c-9010-913761fad1cc,no_churn,0.18557893,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Female,76,No,No,Employed,Suburban,Bachelor,1673330400
12,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,2e821dc1-d0e2-44be-b1b3-f2e347fc784b,no_churn,0.11678897,0,no_churn,0.0296562431211987,-0.0066580921085642,-0.0163012679886378,-0.009012660572439,0.0410545331242929,-0.154097151998421,0.076057584846676,0.0527746621123697,Male,38,Yes,No,Medical Leave,Suburban,College,1673330400
50,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,07d2c963-1f0b-4f48-99cf-0313017183ec,no_churn,0.04929089,0,no_churn,-0.109065996170139,-0.0050578367995331,-0.05035175163448,0.0413349875874519,-0.11988983723817,0.0288203241967767,-0.0227980832783941,-0.016017957850654,Female,29,No,No,Employed,Suburban,Bachelor,1673330400
65,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,317968c3-a481-4e5d-bd42-8214dc1842bf,no_churn,0.09645138,0,no_churn,-0.27668371200497,-0.0038979956233197,0.0259639245665403,-0.0459265654923729,0.017261062279731,0.0329658542750257,-0.0202017859412444,0.0014930633725089,Male,79,No,No,Employed,Suburban,College,1673330400
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5960211f-2e58-4ebb-9efd-e72ebeb23ec2,no_churn,0.4027934,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Male,80,No,No,Unemployed,Rural,College,1673330400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ad975711-f77e-4c43-85da-6a11d456e289,no_churn,0.16772689,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Male,26,No,No,Employed,Urban,Bachelor,1673330400
1,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,59a5b1ff-4a4a-4199-b551-0931443fbf57,churn,0.38988975,1,churn,0.316145662452891,-0.0109790534852936,0.0653358181750945,0.017181550276673,-0.0144549235771273,0.139459111530296,-0.025274873264716,-0.0191060981044574,Female,45,No,Yes,Employed,Suburban,College,1673330400
61,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,7cb2c683-b6c7-49eb-9ab2-35a1e2e3a0a2,no_churn,0.0327319,0,no_churn,-0.28758148534841,-0.0032953135130219,-0.0417368483587188,-0.0285031492595271,0.0123546801579414,0.026147749381339,0.0310143875023732,0.0325738276681477,Male,72,No,Yes,Unemployed,Suburban,College,1673330400
40,Yes,No,High Speed,In_Store_Support,One year,100hrs+,Active,1cb72011-8faa-4440-b1ca-9a539b78ea15,no_churn,0.14221223,0,no_churn,0.0706223286823296,0.0034873841819171,0.017736855763278,0.0022005096874181,0.0617432033724799,0.0933206525893911,0.119719436355845,0.102143485935285,Male,43,Yes,No,Employed,Rural,College,1673330400
49,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca710f9f-f2f9-4aaf-8445-38706cbe4630,no_churn,0.02874041,0,no_churn,-0.095584477917273,-0.0040903457198146,-0.109098417956329,-0.0041907148111749,0.0286873301473315,0.0507751531506528,-0.0388086484127416,-0.0567160297237387,Male,24,Yes,No,Unemployed,Suburban,Doctor,1673330400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a16a0b83-886d-4ae6-a87b-38704cb2e6f3,churn,0.68517125,1,churn,0.210110039522406,-0.0041093540459405,0.0380437332235487,0.0787089802795344,0.0499911185072232,0.11607038872,0.106769439287109,0.0753895122011272,Female,43,Yes,No,Disabled,Urban,College,1673330400
37,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,149af8a8-9764-4a7c-83b6-5246fb8d26bf,no_churn,0.046912123,0,no_churn,-0.0648604145586978,-0.0068712990617677,0.0063927422624283,-0.0366366437418446,0.0031949878224486,-0.100724461475679,-0.0226459510601853,-0.0414205670612864,Female,41,No,Yes,Employed,Rural,Bachelor,1673330400
48,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1113e672-ff8a-4cec-9483-7910bd00f9b8,no_churn,0.032555185,0,no_churn,-0.0771533420237483,-0.0051386793988012,0.0016337409843572,-0.0624085276077767,-0.0548212290152378,0.0347408085987081,-0.0295762773060778,-0.0629693124898585,Female,79,No,No,Employed,Suburban,Bachelor,1673330400
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc14364b-f622-4f3b-9ffe-cbeeb7baadc0,no_churn,0.43902147,0,no_churn,-0.0146314600574942,-0.0033676219598964,0.0242599491726377,0.153154458198569,0.0640413150411132,0.0330937390351164,-0.0105915669950991,-0.0242237471914904,Male,23,Yes,No,Employed,Suburban,Bachelor,1673330400
58,Yes,Yes,High Speed,Web_Chat_Support,One year,<80hrs,Active,55143f39-5e51-4ca1-81bc-13c78fe94a72,no_churn,0.25499663,0,no_churn,-0.0156909858981907,-0.0029618499189564,0.0439892894634067,0.0357752098424134,0.0921234917723813,-0.0521551831663509,0.0673191348918499,0.0723842708410666,Male,49,No,Yes,Employed,Suburban,High School or Below,1673330400
53,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,0010fb15-3c2f-4633-820a-c60680c174e5,no_churn,0.19051118,1,churn,-0.161857347498944,-0.0181041775040012,-0.0479070017140475,-0.02804688521559,0.064864752497524,0.0645564209314216,0.0413185126509415,0.0711495752982864,Female,46,No,No,Employed,Suburban,Bachelor,1673330400
59,Yes,Yes,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,042a4350-d7c9-405d-a831-8d2fffcf85e4,no_churn,0.0251234,0,no_churn,-0.0665061167044859,-0.0010622197002885,0.0666658808242937,0.0569493627897645,0.0799845793820532,0.0845779391039741,-0.0283974761346689,-0.0072380998365406,Female,40,Yes,Yes,Employed,Suburban,College,1673330400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d9bc082e-1a18-42c4-b425-497c940e205f,no_churn,0.68068546,0,no_churn,0.272153209177732,-0.0001019440181153,-0.0266639703569126,0.104266846014943,0.0875801711423719,0.136904588576008,0.0619096450401775,0.0730919749747954,Male,45,No,No,Unemployed,Suburban,Bachelor,1673330400
12,No,No phone service,High Speed,Phone_Support,One year,<50hrs,Active,efed4369-51ca-4771-9e75-f5e9d9758bdb,no_churn,0.11678897,0,no_churn,0.0296562431211987,-0.0066580921085642,-0.0163012679886378,-0.009012660572439,0.0410545331242929,-0.154097151998421,0.076057584846676,0.0527746621123697,Female,69,Yes,Yes,Unemployed,Suburban,High School or Below,1673330400
6,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2488402b-106f-4bff-9e05-063f7a931f26,churn,0.2716657,1,churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,67,Yes,No,Disabled,Suburban,High School or Below,1673330400
9,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,aa81aad9-3a7b-4632-8eb7-ab11effe7b2d,churn,0.3324733,1,churn,-0.0104793158514257,-0.014630070981475,-0.0369833078049123,-0.0800638604310279,-0.139621759007423,0.0428717842694823,-0.0019630326353399,0.01184341195265,Male,76,Yes,Yes,Employed,Rural,College,1673330400
59,Yes,Yes,High Speed,Phone_Support,Two year,0hrs,Disabled,e55e5424-bd20-45b9-9188-8f388e3eea6c,no_churn,0.0251234,0,no_churn,-0.0546082693610878,-0.0033617959542061,0.0122753692029618,-0.005588517861106,0.0139281348512849,-0.176321244729406,-0.0317033750360315,-0.0236464530669036,Male,76,Yes,No,Employed,Rural,Bachelor,1673330400
72,No,No phone service,High Speed,In_Store_Support,Two year,<50hrs,Active,732fd9c7-ebac-4444-8873-77352e64145b,no_churn,0.0235015679999999,0,no_churn,-0.101555706210963,-0.0012598445815274,-0.006021146919661,-0.0125208996422543,-0.0376776283653589,-0.151619039472912,0.0209496061843356,0.0206785050241614,Male,44,Yes,Yes,Employed,Suburban,High School or Below,1673330400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,bc8e643d-d6a4-469a-9553-5089697fd88c,churn,0.8035109,1,churn,0.140586647747732,-0.0021437161625271,0.0499338014996101,0.0515065247027359,0.101762467345761,0.147712266818789,0.0763730870400831,0.0683380155370105,Female,56,No,Yes,Disabled,Suburban,College,1673330400
5,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9ad045ab-122f-4f0a-9437-f84deec490ec,churn,0.72681034,1,churn,0.226872591148776,-0.0010851425707915,0.0616689182191657,0.0053776755445596,0.0929604769834077,0.130607475908382,0.0894662901022093,0.090105570475207,Male,21,No,No,Unemployed,Suburban,College,1673330400
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6b3482f8-733d-4c5b-9643-f25a9df0c624,churn,0.81779444,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Female,56,No,Yes,Disabled,Urban,Bachelor,1673330400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,12074384-06f1-446b-b251-079bf64b1f9c,no_churn,0.4486173,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,23,No,Yes,Employed,Suburban,High School or Below,1673330400
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f604016f-fe8b-4d6c-bc5c-46aaaca608d5,no_churn,0.24695288,1,churn,-0.153331870305337,-0.0037618404345812,0.0180336861627165,0.0471271084097861,0.0852190787972904,0.0842694827609011,0.015370742320938,0.0468530220933371,Male,76,No,Yes,Employed,Urban,College,1673330400
46,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,58c71f6c-1d72-46f2-b0b9-ea9ba274f157,no_churn,0.038046192,0,no_churn,-0.12553278910802,-0.0066514309322337,0.0049458695912289,-0.104740346612725,0.0231351678421833,0.0284794415350916,-0.0277000987913925,-0.0239619645451875,Male,33,No,No,Retired,Urban,Doctor,1673330400
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,fa40733a-cdb0-494b-8a41-78b43c89747b,churn,0.7261663,1,churn,-0.0537698295226164,-0.0047567690303185,-0.0836094032449818,-0.0452368471698901,0.0457806752064061,0.078091789634218,-0.0054238328800965,0.0813980676623032,Female,77,No,No,Employed,Urban,Bachelor,1673330400
52,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,8dac6e9f-91c9-430c-a04f-da668808c6e7,no_churn,0.24819522,0,no_churn,-0.0736813596267165,-0.001572408432803,-0.038838043484211,-0.0120471067647667,-0.0270551570347015,-0.137187433104664,0.006413206269899,0.0249421485719358,Male,36,Yes,No,Employed,Suburban,Bachelor,1673330400
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,2b0e8663-98c8-44fe-8ab3-a31428802a74,no_churn,0.0048564076,0,no_churn,-0.16896427354478,-0.0021246313002666,-0.0048775910078893,0.0128179168266888,-0.0957069269640305,0.0502498251194629,0.0798376248178556,0.0530752393859893,Female,27,No,Yes,Employed,Suburban,High School or Below,1673330400
30,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,bfa9edcf-bce6-4b6d-9c22-ec2044a5bcf3,no_churn,0.34113064,0,no_churn,-0.186093568732822,-0.0049314049267195,-0.0166494063764821,-0.145095273541947,0.018643048154463,0.0509825632216961,-0.0356030971825021,0.0597209854002085,Male,40,No,No,Employed,Rural,College,1673330400
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6171ffbc-d542-45d6-97af-fc9b92afbe7e,churn,0.47207376,1,churn,0.0578497216557252,-0.0004190550164275,0.171692432091713,0.117667921596021,0.143941542895136,0.114673925701622,-0.0018137473404931,0.0157853503827118,Female,38,No,No,Employed,Suburban,Master,1673330400
35,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,b5968c7e-ae3a-4f5b-9096-8bb82498b20c,no_churn,0.16126965,0,no_churn,-0.0142316516710116,-0.003270780582834,0.0615067909147364,0.126815365952607,-0.0315588226626232,0.0927064421704881,0.0038136250475145,0.0142787443499491,Male,20,No,Yes,Employed,Suburban,Bachelor,1673330400
48,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,9d83b98f-21c6-46ef-abdb-9865eb58d977,no_churn,0.031041136,0,no_churn,-0.0764722832790812,-0.0038495599886528,-0.0142732606154413,-0.0457984429648968,-0.0201231754286482,-0.0535898818234363,-0.0254705723790357,-0.0294489760556189,Male,44,Yes,No,Medical Leave,Rural,High School or Below,1673330400
45,Yes,No,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,6e4a4ee9-fd02-4071-a202-3b24b56f8bf3,no_churn,0.10974989,0,no_churn,-0.213918282275026,-0.003749728154944,-0.0067808182862972,-0.0338443327236382,0.0571216942145656,0.020015653105238,0.0136200758399172,0.0485095848961282,Female,33,Yes,Yes,Unemployed,Suburban,High School or Below,1673330400
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,49ca4113-4de8-4ca8-bff2-0a84c6819e8d,churn,0.43748122,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Female,50,No,No,Employed,Suburban,College,1673330400
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4cf808e9-61ae-43b8-bff3-51477a6f3be1,no_churn,0.30359635,0,no_churn,0.0521939255910365,-0.0050213191154216,-0.0667996450829923,0.148804514088206,-0.0083456499447129,0.10817926917538,-0.0396685725060888,-0.0273131123177881,Male,71,No,Yes,Unemployed,Rural,College,1673330400
3,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,8f8293bd-703b-479b-af17-fc311009d416,no_churn,0.4184367,0,no_churn,0.0839224583298437,0.0513034088965832,0.0375694120087109,-0.0183097448589251,0.0042057568583959,0.122157958851835,0.0562390511284684,0.0155879373961124,Female,55,Yes,No,Employed,Suburban,College,1673330400
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,57fa87d6-77ec-4f27-83e9-b5cc20955891,no_churn,0.42193654,0,no_churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Female,55,No,Yes,Employed,Suburban,College,1673330400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,b9dd9f39-aaed-4681-b895-a5fe4f40b9ce,no_churn,0.42771235,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Male,61,No,Yes,Unemployed,Urban,College,1673330400
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,6762a7aa-daeb-4099-ae85-2cf36b17df6c,no_churn,0.097652204,0,no_churn,0.094036343148964,0.0043118551516818,-0.0281935764451782,0.08503711261435,0.0605222465639963,0.138283365535481,0.181160504167201,0.085816008298425,Male,80,No,Yes,Employed,Rural,College,1673330400
72,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,fd6c57d0-a0f2-48d8-a9b3-0e59a957ccec,no_churn,0.005232459,0,no_churn,-0.117924467630162,0.0606016712796622,0.0442053410523544,0.0340237061360062,-0.034852523142415,0.102857018103234,0.115579869180966,0.0564832399363194,Female,79,No,Yes,Unemployed,Urban,College,1673330400
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,7f58bf0c-6576-45ed-9853-1714281e45b4,no_churn,0.377166,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Male,47,Yes,No,Unemployed,Urban,College,1673330400
42,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,54d04945-9a69-47fb-bd41-5e3b1ba2c98c,no_churn,0.0226495579999999,0,no_churn,-0.0212732508527369,-0.0072685469459429,-0.0214098422033748,-0.0641690341130561,0.0094294919523872,-0.111536472744929,-0.0174360726883332,-0.0353624254249643,Male,46,No,No,Employed,Suburban,College,1673330400
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e3b7661d-66d9-477a-9105-30671d3860dd,churn,0.31416437,1,churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Male,49,No,Yes,Employed,Rural,College,1673330400
68,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,34e5b199-6b31-476f-9a17-99c8becf0304,no_churn,0.015224788,0,no_churn,-0.0869504944719301,-0.0063774266447217,-0.0314522719797605,-0.0248958584687716,-0.109334154013141,0.0305463396040249,-0.013080001725666,0.0125177179808815,Female,28,No,Yes,Medical Leave,Suburban,High School or Below,1673330400
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a2a9cfe7-4d60-41c8-9dea-58a54d15df75,churn,0.28995284,1,churn,-0.0288098222145708,-0.0042971463952926,-0.085678622277428,-0.0725836220784185,0.0679294839028989,0.0483065719758633,0.126855666284591,0.0899656276766836,Male,63,Yes,No,Employed,Suburban,High School or Below,1673330400
28,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5928f3f7-84ca-455e-beb7-fce055ffd6ff,no_churn,0.042101957,0,no_churn,-0.106657990757312,-0.0087674808358133,-0.0227935088593585,-0.0766806938807349,-0.0275225247240996,0.0322880579125012,-0.0364860219957063,-0.0224059884025882,Male,33,No,No,Unemployed,Suburban,High School or Below,1673330400
1,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f0e2b19f-d407-4018-b0a9-928768b9d391,churn,0.38988975,1,churn,0.316145662452891,-0.0109790534852936,0.0653358181750945,0.017181550276673,-0.0144549235771273,0.139459111530296,-0.025274873264716,-0.0191060981044574,Female,24,No,No,Disabled,Suburban,Doctor,1673330400
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,535221b3-ab50-47ec-9064-e4c97b871cf5,no_churn,0.42193654,0,no_churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Male,63,No,No,Employed,Urban,High School or Below,1673330400
6,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,30279842-4994-4980-8c5c-d803b45a96e9,no_churn,0.20277524,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Female,67,No,No,Employed,Rural,Bachelor,1673330400
29,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,833e5d0b-636d-4bfe-95f4-4653d1033505,no_churn,0.11015879,0,no_churn,-0.0338757397149993,-0.0008271527551187,-0.0232330451639609,-0.0083036683176032,0.0729628089186007,-0.17934872362579,0.062863819411873,0.0736522137937572,Male,26,No,Yes,Employed,Urban,Doctor,1673330400
48,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,f9dd487a-99f9-4d07-8d7f-c808c91e337a,churn,0.44101742,1,churn,-0.0613824771299914,-0.004629003434602,0.088327311051089,0.111350545307223,-0.0183441530504751,0.0599029243362201,0.0944869530072901,0.0465950895748574,Female,37,No,Yes,Employed,Suburban,Bachelor,1673330400
17,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,5f2f49d4-8026-401f-a095-c4652e81f151,no_churn,0.046512317,0,no_churn,0.0245393735923244,-0.0033568341068166,-0.0579848746782863,-0.0225364104502477,-0.0040694079892273,-0.132782573239447,-0.0210183539403624,-0.0249599264405969,Male,43,No,No,Employed,Suburban,Bachelor,1673330400
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,55ab12f3-492a-45d1-a8fc-99c6e0ab5bcd,no_churn,0.029816156,0,no_churn,-0.0920869204844439,-0.006586278712748,-0.0354330801026844,-0.0359484840692312,-0.0641147591138815,0.0324929209191304,-0.0191798123298576,-0.0281697373836505,Male,47,No,Yes,Employed,Suburban,High School or Below,1673330400
49,Yes,No,High Speed,Web_Chat_Support,One year,0hrs,Disabled,839ed9fd-713b-4569-ac9b-2d23f8d95aa0,no_churn,0.02874041,0,no_churn,-0.0599329720556397,-0.0122882295837371,-0.0385049944698857,-0.015449301116987,0.0139345488103026,-0.0864268110655302,-0.0250166950001948,-0.04534169892926,Male,40,No,Yes,Employed,Suburban,Bachelor,1673330400
54,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,238aeb5d-3673-4794-ac1c-da9e324843d8,churn,0.4119763,1,churn,0.0633514817299783,-0.000635876195156,0.123919420614347,0.0783235297941428,0.0966779443698942,-0.0648664766056026,0.101861348495622,0.112342489120892,Female,76,Yes,No,Unemployed,Suburban,High School or Below,1673330400
37,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,479bf5ea-8f07-4da2-a04c-f7085fc35466,no_churn,0.32911748,0,no_churn,-0.225314359582844,-0.0061425642261019,-0.0593962030968941,-0.0360764031526196,-0.035420677113052,0.0487940124140368,0.0289410388183569,0.0355890027413988,Female,75,Yes,No,Unemployed,Urban,College,1673330400
70,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,b4f06d1f-1ca5-4c0f-a913-ea7f7d05b521,no_churn,0.022105202,0,no_churn,-0.0756665708019636,-0.0043972021818626,-0.0226634291125719,-0.0173885856280003,0.0001034082533078,-0.0987156901015896,-0.0208075838741342,-0.0294904999500431,Female,75,No,Yes,Employed,Rural,Master,1673330400
68,Yes,Yes,High Speed,In_Store_Support,One year,0hrs,Disabled,6da88a22-0250-465c-979b-29549190f518,no_churn,0.029816156,0,no_churn,-0.0674026026634237,-0.0039907496953856,-0.0042816858235073,-0.0342137662354616,-0.0328339302840959,-0.0745138987817244,-0.0180122762370774,-0.0337772435226179,Male,77,Yes,No,Employed,Suburban,College,1673330400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,5275da2d-f073-4880-930b-2af84040f746,no_churn,0.6094902,0,no_churn,0.0862085726596978,-0.0020912981561923,0.0395558375203563,0.129146418514993,0.116241970173705,0.152586911687067,0.124077809942528,0.0595809696118522,Male,80,Yes,Yes,Unemployed,Suburban,College,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,419fe7f6-fdab-460f-9001-5ae6cfa191bb,churn,0.7549685,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Male,76,No,No,Employed,Suburban,Doctor,1673330400
4,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,00d6ffa9-2eb7-4fce-abce-de9828a9e27d,no_churn,0.6684903,0,no_churn,0.178905034932941,0.0127838695116224,0.0246902177612764,-0.0180500203817428,-0.0442677982793702,0.139911431398473,0.148939050495546,0.0380620704459306,Male,33,No,Yes,Employed,Urban,Bachelor,1673330400
42,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,1eb4ab7d-2937-4859-87bc-c2fff6d8c698,no_churn,0.0226495579999999,0,no_churn,-0.0313916755374975,-0.0066938023546754,-0.0659064914296777,-0.139985924753664,0.0213790543916729,0.0511985746316986,-0.0264090856440907,-0.025502513971187,Male,70,Yes,No,Employed,Suburban,High School or Below,1673330400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,398395b7-c289-4e5b-9735-e85c030ec19e,churn,0.4624893,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,64,No,Yes,Unemployed,Suburban,Bachelor,1673330400
14,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,fe3b42d3-d8cc-4a61-9937-84da64a179bc,churn,0.5139348,1,churn,0.123332082710313,-0.0044540774494817,-0.0369923414989261,0.0424422919408425,0.0530511160669266,0.130497498869736,0.174194750297665,0.0740692044658226,Female,50,No,No,Unemployed,Suburban,College,1673330400
54,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e8c0fe4-f691-4220-bccb-6c0471c293c0,churn,0.013147811,0,no_churn,-0.0823445296867248,-0.0044888854086457,-0.0954836237068775,0.0085830752704168,0.0455889306680364,0.0234287104420855,-0.0380534788972909,-0.0562563490641696,Male,56,No,Yes,Employed,Suburban,Bachelor,1673330400
71,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,aab41068-c6ad-4245-9cc3-ad7c6806394c,churn,0.021658832,0,no_churn,-0.062922631715719,-0.0039725900680059,-0.0408031885083073,-0.0136885992943916,-0.0721175943452726,0.0484165506050339,-0.0309647526103799,-0.0429733435839261,Male,75,No,Yes,Employed,Suburban,College,1673330400
72,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<50hrs,Active,a1191730-8e47-4b75-a497-f42aba166741,churn,0.0280099179999999,0,no_churn,-0.184139169960827,-0.0022895416275878,0.00748374932572,0.0139849966107885,0.0077038506230746,-0.146909251806228,-0.0017708023597606,0.0369100173687547,Male,78,No,No,Unemployed,Suburban,High School or Below,1673330400
67,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,de0565d2-1329-44b6-a822-5334a3edd669,no_churn,0.05765954,0,no_churn,-0.213680559167506,-0.0037955007152049,-0.0241924430446852,-0.0642578173167748,-0.0065115956894987,0.0309143931757716,-0.0078248847520535,0.0303222557086155,Female,35,No,No,Employed,Suburban,High School or Below,1673330400
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,df9bd99d-9a7a-4552-a16e-b77097aebb6d,no_churn,0.08304684,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Female,35,No,No,Disabled,Rural,College,1673330400
70,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,39ee44bf-3c24-4171-a603-4e56c909fcce,no_churn,0.022105202,0,no_churn,-0.0930422499570204,-0.0037426517458698,-0.0428282726807992,-0.0059000786136175,0.0101419577112028,0.0567621014582073,-0.0331589009705248,-0.057258056082519,Male,39,No,Yes,Unemployed,Suburban,College,1673330400
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,ec3760ce-b6fd-49cb-bb8c-6daac12298e8,no_churn,0.004153645,0,no_churn,-0.104919580351298,-0.0047083344766861,-0.052885357899072,-0.0434200402796068,-0.0296129484883795,0.034540969910904,-0.0186378691932441,-0.0493829909395208,Female,51,No,No,Employed,Suburban,Master,1673330400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,a3355452-a642-4b5c-be47-17e08c9f7923,churn,0.5128214,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,23,No,No,Employed,Suburban,High School or Below,1673330400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,79ae4b12-d10c-4382-ada8-122e59ea18b5,churn,0.42117354,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Male,48,No,No,Employed,Suburban,High School or Below,1673330400
50,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,c244add4-b300-4743-bb3e-08854ffe771b,no_churn,0.008444629,0,no_churn,-0.0297527288052333,-0.0038406408474656,-0.0196093335506884,-0.0269865366915473,0.0159822543313566,-0.133222858581121,-0.0244319142108179,-0.0471643952683916,Female,69,No,No,Employed,Suburban,High School or Below,1673330400
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,4d9ed8da-9680-47a3-b788-c400d9c07ae0,no_churn,0.24695288,1,churn,-0.153331870305337,-0.0037618404345812,0.0180336861627165,0.0471271084097861,0.0852190787972904,0.0842694827609011,0.015370742320938,0.0468530220933371,Female,23,Yes,No,Retired,Rural,Bachelor,1673330400
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8c40f824-20ec-4057-b241-a09e4e180f51,no_churn,0.36775288,0,no_churn,-0.16953823820425,-0.0014139096419785,-0.0018705504902845,-0.0505913188398153,0.0043781957892042,0.0550694164273591,0.0184923636342591,-0.0040521100701334,Male,69,No,No,Employed,Rural,Bachelor,1673330400
37,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,275b6b57-c7f1-44ca-9cf8-6267c27c3bd6,no_churn,0.32911748,0,no_churn,-0.225314359582844,-0.0061425642261019,-0.0593962030968941,-0.0360764031526196,-0.035420677113052,0.0487940124140368,0.0289410388183569,0.0355890027413988,Male,75,No,Yes,Unemployed,Suburban,College,1673330400
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,723c66be-7786-45b4-8d60-ab92b9e3ce69,churn,0.7257456,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Female,35,No,No,Employed,Suburban,College,1673330400
8,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,9f38abf9-8797-4465-a5b3-942b5c78099a,churn,0.36476758,1,churn,0.09241879906348,-0.013118301131617,0.0104242583868744,-0.0371180020504198,0.069426023664846,0.0913967514428532,-0.0416645887085178,-0.0575591245512259,Female,62,Yes,No,Employed,Rural,Bachelor,1673330400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,935c6330-4443-4577-9a17-cf3aafebdb01,no_churn,0.4486173,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,55,Yes,Yes,Retired,Suburban,College,1673330400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,cfa70147-4393-497c-b494-a59754117a27,no_churn,0.6094902,0,no_churn,0.0862085726596978,-0.0020912981561923,0.0395558375203563,0.129146418514993,0.116241970173705,0.152586911687067,0.124077809942528,0.0595809696118522,Female,56,Yes,Yes,Unemployed,Suburban,Bachelor,1673330400
20,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,d4908459-50f7-4376-ba36-85becfeae96c,no_churn,0.22504565,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Female,45,No,No,Employed,Suburban,College,1673330400
18,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,b5005dd0-4657-4c49-94b8-50e678409dbb,churn,0.33828065,1,churn,0.0730231971326975,-0.0060792363369546,-0.0530401059151699,0.0566711620793648,0.108847768995129,0.0975297680432959,0.176346089502567,0.123889496669271,Male,45,No,No,Employed,Rural,Bachelor,1673330400
52,No,No phone service,Medium Speed,In_Store_Support,Two year,<50hrs,Active,940424e0-1aed-4f1b-a43b-ef223cea5756,no_churn,0.013325982,0,no_churn,-0.0793837402370491,0.0080483470007129,-0.0057122440884722,-0.0337881156348021,-0.0563474812021922,-0.130290781568019,0.0109098932662891,0.0175379703106364,Male,63,No,No,Employed,Suburban,High School or Below,1673330400
72,Yes,Yes,Low Speed,In_Store_Support,Two year,0hrs,Disabled,b7ed492f-2354-44ca-b110-af7347bf0310,no_churn,0.004153645,0,no_churn,-0.0747862423731862,-0.0036267399766438,-0.0100555275013562,-0.025078596070698,-0.0210504286755167,-0.105654305995524,-0.0113236444939502,-0.0174506677439239,Male,56,No,Yes,Unemployed,Suburban,Bachelor,1673330400
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,d2e7a286-c986-4794-a843-68f847ea487b,no_churn,0.0048564076,0,no_churn,-0.16896427354478,-0.0021246313002666,-0.0048775910078893,0.0128179168266888,-0.0957069269640305,0.0502498251194629,0.0798376248178556,0.0530752393859893,Male,21,Yes,Yes,Unemployed,Suburban,Master,1673330400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e0871558-532c-4dcb-9633-d68f4660466d,churn,0.7805694,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,74,No,No,Employed,Suburban,College,1673330400
71,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,a4e41613-3535-48cf-9c1b-2142af5d5f81,no_churn,0.0036982922,0,no_churn,-0.0759876672983227,-0.0031543686827717,-0.0019137396964561,-0.0331414636856334,0.0046686200060958,-0.116724870653093,-0.0188312753578611,-0.0239413865133428,Male,70,No,Yes,Employed,Suburban,Bachelor,1673330400
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,3437b85b-cb55-4248-a9f0-7866eede4183,churn,0.16584599,1,churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Male,37,No,No,Unemployed,Suburban,College,1673330400
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,f50160b2-3baa-4f28-9495-07cd9f931d52,churn,0.7257456,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Male,75,No,No,Employed,Suburban,College,1673330400
1,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,6d7e9296-8ea8-41e3-96c7-d8ca1b98476e,churn,0.43967625,1,churn,0.195332446164903,-0.0154136269574519,-0.064687192593683,-0.0917241450929214,-0.0212661674957325,0.107771109970172,-0.0296351272353149,-0.0036112700812009,Male,62,No,No,Employed,Suburban,Bachelor,1673330400
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,3ab4bcf0-4b0c-41d6-98c8-ad2d2b6c2c87,no_churn,0.08456541,0,no_churn,-0.173711776780388,-0.0025089984478836,-0.0536363660858114,0.0077115763193251,0.0490511066120234,0.0639114047996145,-0.0275317414499295,-0.0539780180129946,Male,71,No,No,Employed,Suburban,Bachelor,1673330400
72,Yes,Yes,High Speed,In_Store_Support,Two year,0hrs,Disabled,83a38515-b8ca-4d44-90e9-9e23a872848e,no_churn,0.001981075,0,no_churn,-0.0750337526766088,-0.0037686155353276,-0.0060177381865469,-0.0190828743140809,-0.0270437449742985,-0.11140496107274,-0.0129981160405259,-0.0136763503839574,Female,20,No,No,Employed,Suburban,High School or Below,1673330400
30,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,6557f8e4-fb53-46e5-ba3f-71bf59133865,no_churn,0.34113064,0,no_churn,-0.186093568732822,-0.0049314049267195,-0.0166494063764821,-0.145095273541947,0.018643048154463,0.0509825632216961,-0.0356030971825021,0.0597209854002085,Female,79,No,No,Employed,Suburban,Bachelor,1673330400
19,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,68664815-9ffd-481f-baf8-18f5bae51a82,no_churn,0.47914118,0,no_churn,-0.0073594082421641,-0.0057290160682532,-0.0295831916545785,-0.0847668868651771,-0.0156005827203989,0.0694836853092601,-0.0002535358534441,0.0833542121283971,Male,63,No,No,Employed,Urban,High School or Below,1673330400
37,Yes,Yes,Low Speed,Phone_Support,One year,0hrs,Disabled,e006b3a6-b82a-42b2-87ad-83bfc8f0d415,no_churn,0.046912123,0,no_churn,-0.0648604145586978,-0.0068712990617677,0.0063927422624283,-0.0366366437418446,0.0031949878224486,-0.100724461475679,-0.0226459510601853,-0.0414205670612864,Female,77,No,No,Employed,Suburban,Bachelor,1673330400
17,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,af626bb8-c2e8-490c-aa33-c23a1b7dce88,no_churn,0.060183506,0,no_churn,0.0800244690860836,0.0166017706643106,-0.0206256787829124,-0.0170219621129035,0.0751518398202824,0.11396079051055,-0.0294516915005124,-0.0173323516681739,Female,49,Yes,No,Unemployed,Suburban,College,1673330400
17,Yes,No,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,fef0db45-d3a9-4540-8ab4-824c71cacde8,no_churn,0.013415733,0,no_churn,0.0784091854666803,-0.0027509465171351,0.0020427192129136,-0.124674733362735,0.0050126517258286,0.0780670886774532,-0.0340138839966312,-0.0350781296161767,Male,50,Yes,No,Employed,Suburban,High School or Below,1673330400
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,7a30f6f4-3fa4-4ebd-a051-36aa4a56c4b4,no_churn,0.76190454,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Male,53,No,Yes,Unemployed,Urban,Bachelor,1673330400
28,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,5b511d46-e6c7-4d90-8511-b928c4d95ee0,churn,0.455672,1,churn,0.0274422249422968,-0.0017595437996715,0.0916441145362569,-0.0192014220352575,0.123099342061832,0.129507954784658,0.166986258962661,0.133254931010879,Female,53,No,No,Unemployed,Suburban,High School or Below,1673330400
72,No,No phone service,High Speed,In_Store_Support,Two year,<80hrs,Active,b9ae82bb-d598-45e5-9364-4cf7c220ecb9,no_churn,0.005232459,0,no_churn,-0.0873423305064216,0.0122018129449907,-0.0012872124766772,-0.0117123667797477,-0.0486004764286872,-0.18845781124458,0.0318743198132597,0.0242979092977157,Female,22,Yes,No,Employed,Suburban,College,1673330400
37,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,537c6b1d-317c-4405-a906-d26b592bc0bf,no_churn,0.046912123,0,no_churn,-0.081604837298928,-0.0103613969218895,0.0270170925139973,-0.108007328978783,0.0187031078588643,0.059679171000389,-0.0384350870616617,-0.0718858579481275,Female,73,No,No,Unemployed,Suburban,High School or Below,1673330400
66,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,a2b225f3-147d-4ba1-92a9-30d61b40d141,churn,0.22849403,1,churn,-0.0737475484358128,-0.0002374782676815,0.0354216949702731,0.0330544731553891,0.0798949827359138,0.093628880833221,0.0463762867331206,0.0610865311943871,Female,78,No,No,Unemployed,Suburban,Bachelor,1673330400
42,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,21919c4f-b0ff-4bd0-a3e2-9e8a80f79807,no_churn,0.017433995,0,no_churn,-0.0170599342929335,-0.0021513997977672,-0.0218878968366925,-0.0346317419152319,-0.0451093764423376,-0.181665533605269,0.0250210356220759,0.0234586951466189,Female,68,Yes,Yes,Unemployed,Suburban,College,1673330400
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,e54177c9-c399-4e35-8376-432acdf0b65f,churn,0.16734248,1,churn,-0.0495805231878876,-0.0093213903712785,-0.0175755110610225,-0.0970726227096565,-0.0379580846685712,0.046630867434078,-0.0526925228774234,-0.0395851803856203,Male,35,No,No,Employed,Rural,Bachelor,1673330400
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,00cf971c-0935-45ff-adf7-258aa9d234e9,churn,0.7150269,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Female,52,No,No,Unemployed,Urban,High School or Below,1673330400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,87a3c1a0-d758-4539-a051-e72655ffefcd,no_churn,0.3184536,0,no_churn,-0.0130467624315406,-0.0031823109293327,0.127216134451273,0.0888803693773297,0.0870872964810769,0.130878897776383,0.0508862518658406,0.0334841468679042,Female,54,No,Yes,Employed,Urban,Bachelor,1673330400
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,cf655f96-c591-4add-93eb-c3d0630ccad3,no_churn,0.76190454,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,79,No,No,Unemployed,Suburban,College,1673330400
68,Yes,No,High Speed,In_Store_Support,Two year,100hrs+,Active,7fccffdc-5d99-4199-b054-9a1cc10bf99c,no_churn,0.015224788,0,no_churn,-0.0682225765476141,-0.0036047059760312,-0.0153579476266077,-0.0212391814137572,-0.0509847258439549,-0.128124928499765,0.0154205107911002,0.0230874024276818,Female,48,No,Yes,Unemployed,Urban,College,1673330400
72,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,32b19d8b-0ce0-4247-9a6c-e5056ad43050,no_churn,0.002951027,0,no_churn,-0.0484238958506102,-0.0010080077267957,0.0191014703621476,-0.0050986728686621,0.0271432481092961,0.0668729330295082,-0.0066005726052026,-0.0110126548370317,Female,45,No,Yes,Retired,Urban,Bachelor,1673330400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,f60efbb4-8053-47b8-b335-dc46ab14aa5b,no_churn,0.640295,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,60,No,No,Disabled,Suburban,High School or Below,1673330400
62,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,10e72a5a-58ed-4237-9eaf-585e11cf0a60,no_churn,0.14348736,0,no_churn,-0.303627033243292,-0.0033448333572732,-0.0407594173155075,-0.0329453564760888,0.0123908037782075,0.033911819560285,0.0301632035241436,0.0351846616302827,Female,24,Yes,Yes,Employed,Urban,High School or Below,1673330400
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,77a8ba94-fd69-43cf-bdbb-1dd254a32998,churn,0.73673356,0,no_churn,0.0634450350439055,-0.0022868122133149,-0.0214859046403762,-0.134733107427619,0.0487922694047028,0.12384238161023,0.103272865520485,0.119115215111342,Female,47,No,Yes,Medical Leave,Rural,Bachelor,1673330400
16,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,325d8fef-7d81-47e6-9ebc-917bfed29180,no_churn,0.06459266,0,no_churn,0.0772644305984886,-0.0043953473821602,-0.109635133078546,-0.0172198412090619,-0.0322037367522079,0.0934605389260923,-0.0375040709596669,-0.0203703113324991,Male,78,No,Yes,Employed,Rural,High School or Below,1673330400
4,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,433d98e1-e00c-4575-a028-48b216f36a40,churn,0.5004322,1,churn,0.281325790561168,-0.003906892156101,-0.0356709040470195,0.175075173009009,0.0090496732347492,0.117443024339373,-0.0156532333983159,-0.0083053621942053,Male,63,No,No,Medical Leave,Suburban,Master,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8d0bc4db-628d-431f-8961-7dab0cab935c,churn,0.87389773,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,69,No,No,Employed,Rural,High School or Below,1673330400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,aa3a7a7b-a21f-4c7f-bf4f-90bd768e0ee2,no_churn,0.3595479,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Male,60,Yes,Yes,Employed,Rural,Bachelor,1673330400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ff6da4b0-d08a-4508-91c4-07b9764f4049,churn,0.657347,1,churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,57,Yes,Yes,Unemployed,Suburban,College,1673330400
54,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,ab6d64f3-ed19-4f4b-9e84-fe6ddebbb205,no_churn,0.019961229,0,no_churn,-0.103348234020214,-0.0044626378354951,0.0270896363482461,-0.162961998722785,0.0306634019125249,0.036747453991602,-0.0256548568032121,-0.0284322485825123,Female,55,No,No,Unemployed,Urban,Master,1673330400
37,Yes,No,High Speed,In_Store_Support,Two year,0hrs,Disabled,fd4cb8b1-c6a7-4d36-8cfd-5172b3d02b1c,no_churn,0.0094742775,0,no_churn,-0.0548872195774947,-0.0041017551049662,-0.0136529558719576,-0.036125639658494,-0.0293263117239348,-0.100693118826148,-0.01402490344748,-0.0162142486965331,Female,52,No,Yes,Employed,Suburban,Bachelor,1673330400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6f5208df-6f2a-4728-b10d-4c27f8f91d37,churn,0.74694896,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,77,No,No,Disabled,Suburban,Bachelor,1673330400
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,7c8faab1-c1c1-421c-9e7d-bf47d2f893eb,churn,0.7257456,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Female,68,No,No,Employed,Rural,Bachelor,1673330400
39,No,No phone service,High Speed,In_Store_Support,Month-to-month,<50hrs,Active,f9142c13-6440-4715-ab87-1cda1eeb32d5,churn,0.35138857,1,churn,-0.0616469631094105,-0.024564826512078,-0.0299279570041744,-0.0105179174206887,-0.0546592449818263,0.0904548065775816,-0.0602826168086812,-0.007881433771472,Female,49,No,Yes,Unemployed,Urban,High School or Below,1673330400
57,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,8d299858-b796-46ba-895e-259ea580e948,no_churn,0.04544758,0,no_churn,-0.126682571801834,-0.0023421050367323,0.005883659033625,-0.0347607239595163,-0.0387593769683189,0.0527649352600474,-0.0359463151822683,-0.0391836513373891,Male,59,No,Yes,Employed,Rural,Doctor,1673330400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e2f071bd-554e-4b0f-a174-e0bb772e17ff,churn,0.5695883,1,churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Male,47,No,Yes,Employed,Suburban,High School or Below,1673330400
51,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8b632c59-6319-40ed-9896-26d7aadc046d,no_churn,0.025203256,0,no_churn,-0.115158848014544,-0.0050454999502835,-0.0577520110474324,-0.0554453612856559,0.0134673034885418,0.0371427437665079,-0.0421348966473851,-0.0440995814303823,Female,62,Yes,Yes,Employed,Urban,Bachelor,1673330400
65,Yes,Yes,Fiber optic,Web_Chat_Support,Two year,<80hrs,Active,fd8047db-0c58-44b3-bc46-aff78d6994f0,no_churn,0.09645138,0,no_churn,-0.148444707338467,-0.0014008898982137,0.0180136225696151,0.0149200992982423,0.0129765551029413,-0.11568038851472,0.0113173008197918,0.0292722571282865,Male,58,No,No,Employed,Suburban,College,1673330400
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,d796b0fe-089e-4ac7-891a-56253bdddd1a,churn,0.93865997,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Female,62,No,Yes,Unemployed,Suburban,Bachelor,1673330400
20,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,ab0fdf01-89d5-40f8-a37b-fcb9bb6a2dd5,no_churn,0.377166,0,no_churn,0.0996557263107206,-0.0038507982503324,0.0350365016473097,0.0094298280701605,0.109265163676928,0.136633921666016,0.214237243120424,0.130566272301867,Male,75,No,Yes,Unemployed,Suburban,Bachelor,1673330400
67,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,baaa9a79-fd4c-41ae-a6a5-5e82ad54649b,churn,0.18896979,1,churn,-0.0604341551186826,-0.001426435915273,0.0420532496034684,0.053774623655172,0.0987177529341534,0.0575738975309832,0.0413214490603877,0.0893934680361417,Female,76,No,Yes,Unemployed,Rural,Bachelor,1673330400
35,Yes,No,High Speed,In_Store_Support,One year,0hrs,Disabled,130a1012-4f2e-485c-a974-658d59810e5b,no_churn,0.031759847,0,no_churn,-0.0606878841683737,-0.0040829236046556,-0.0244715413035828,-0.049593045407928,-0.0351807982324407,-0.0582647191344403,-0.0137367580673162,-0.0230084834259923,Male,70,No,No,Employed,Suburban,Doctor,1673330400
23,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,87cbb4e1-118a-4000-a8a6-912d120e3a49,no_churn,0.0186322999999999,0,no_churn,-0.126047690846217,-0.0155639825235994,-0.104089174003375,-0.0237963965161816,0.0159272381959726,0.0372071352586772,-0.0238626149389074,-0.0288006651782416,Male,45,No,Yes,Employed,Suburban,High School or Below,1673330400
14,Yes,No,Low Speed,Phone_Support,Two year,<50hrs,Active,2b37aba2-d577-423d-931c-51ec9b9d9589,no_churn,0.013587945,0,no_churn,0.0141711429978931,-0.0041339715435969,-0.0302561648544724,-0.023905967246219,0.0535576885176487,-0.191173917080496,0.0482575546213411,0.073743199329092,Female,54,Yes,No,Employed,Suburban,College,1673330400
68,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,9b2a9d11-21df-46b5-837f-7c32bf9ed9f1,no_churn,0.015224788,0,no_churn,-0.0869504944719301,-0.0063774266447217,-0.0314522719797605,-0.0248958584687716,-0.109334154013141,0.0305463396040249,-0.013080001725666,0.0125177179808815,Female,51,No,No,Unemployed,Suburban,High School or Below,1673330400
70,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,d452edee-fdd0-4732-9d76-065554ddfd3a,no_churn,0.0211322329999999,0,no_churn,-0.161384426467994,-0.0041563182057507,0.0098100279311574,-0.0083792737525163,-0.0346519745979821,0.0470084667497758,-0.0260878122807025,0.0638151578996439,Male,50,Yes,Yes,Retired,Suburban,College,1673330400
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,033ed0ec-2104-48fe-b228-771d524dc15b,no_churn,0.3836452,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Male,65,Yes,Yes,Disabled,Urban,Master,1673330400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c0668b59-9c8e-40d7-9b84-6cc8adface37,churn,0.4624893,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,32,Yes,No,Unemployed,Suburban,Bachelor,1673330400
37,Yes,No,High Speed,Phone_Support,Month-to-month,<50hrs,Active,a823ab4a-3fb5-4b95-b1db-a31bf87feb34,no_churn,0.32911748,0,no_churn,-0.225314359582844,-0.0061425642261019,-0.0593962030968941,-0.0360764031526196,-0.035420677113052,0.0487940124140368,0.0289410388183569,0.0355890027413988,Male,45,No,No,Employed,Urban,Bachelor,1673330400
44,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0ac93aef-e7ac-4766-b951-c7e16021c2c0,no_churn,0.3100251,0,no_churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Female,22,No,Yes,Medical Leave,Rural,High School or Below,1673330400
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,fe381f1f-ce61-42b2-97b3-50020300eb45,churn,0.73673356,0,no_churn,0.0634450350439055,-0.0022868122133149,-0.0214859046403762,-0.134733107427619,0.0487922694047028,0.12384238161023,0.103272865520485,0.119115215111342,Male,54,No,No,Employed,Urban,High School or Below,1673330400
52,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,63b4ec08-4493-4644-a709-856c50c043ef,no_churn,0.24819522,0,no_churn,-0.120765832407915,-0.0036277625867478,-0.109984569321759,-0.0537961624534,0.0226870766641695,0.0604818267757764,-0.0183725964557015,-0.0156481317819816,Female,20,No,Yes,Unemployed,Suburban,College,1673330400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,044e708c-e30d-44a6-bd28-a4dcccb07726,no_churn,0.42771235,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,41,No,Yes,Employed,Rural,High School or Below,1673330400
52,No,No phone service,Medium Speed,In_Store_Support,Month-to-month,<50hrs,Active,62cfee52-6737-4ee0-a718-bc549f555154,no_churn,0.013325982,0,no_churn,-0.151156858763022,0.0132184227446123,0.0012428134990113,-0.0683505587575587,-0.0773973773454508,0.041194813661682,-0.0048865532790705,-0.0128908548452886,Male,61,No,No,Employed,Suburban,College,1673330400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1a7d19d5-beec-48de-aa30-e8fc074bea9e,no_churn,0.2831284,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Male,79,Yes,No,Employed,Suburban,Doctor,1673330400
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,59e297e7-275b-4a09-90d9-ae42820d0104,no_churn,0.18557893,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Male,23,No,No,Unemployed,Suburban,Bachelor,1673330400
52,Yes,No,Fiber optic,Phone_Support,Two year,<80hrs,Active,f4f04446-0608-4c22-9793-6a4c346f05ec,no_churn,0.24819522,0,no_churn,-0.0736813596267165,-0.001572408432803,-0.038838043484211,-0.0120471067647667,-0.0270551570347015,-0.137187433104664,0.006413206269899,0.0249421485719358,Male,30,No,Yes,Employed,Suburban,College,1673330400
52,Yes,Yes,Fiber optic,Web_Chat_Support,One year,0hrs,Disabled,aff16002-8f03-4615-a5c4-9cc7b05ecd46,no_churn,0.08456541,0,no_churn,-0.0870963488142479,-0.0049141121773664,2.6669035391933e-05,0.0359747598961257,0.0077427588754699,-0.124863341536252,-0.0164814638234929,-0.0253674534530182,Male,72,Yes,Yes,Employed,Suburban,Master,1673330400
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,99a289ba-7f60-415d-9809-ce5598cf6104,churn,0.16584599,1,churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Male,51,Yes,No,Employed,Urban,Master,1673330400
38,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b47ac39f-97f1-4ae7-ab11-61e173bbb39b,no_churn,0.017847644,0,no_churn,-0.0691545796567152,-0.0118386128913516,-0.030280697531125,-0.114872784811341,-0.014857095600073,0.0383133479482239,-0.0307183552599599,-0.0356173734175536,Female,33,No,Yes,Employed,Suburban,High School or Below,1673330400
53,No,No phone service,Low Speed,Phone_Support,One year,100hrs+,Active,0e2fc379-6d80-4052-a45f-ac3718297358,no_churn,0.19051118,1,churn,-0.0897478438518191,-0.0110714814886159,-0.0191024604511585,-0.0549345715134768,0.0273849272514053,-0.0981085486831398,0.0105150350028998,0.0452054587127713,Male,63,No,Yes,Employed,Suburban,Master,1673330400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2907b8ea-c20d-4231-b20f-0617123e46dc,no_churn,0.3595479,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Male,44,No,No,Employed,Suburban,Doctor,1673330400
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,50b583cc-b092-4478-bd6e-be6d69ed9806,no_churn,0.004153645,0,no_churn,-0.104919580351298,-0.0047083344766861,-0.052885357899072,-0.0434200402796068,-0.0296129484883795,0.034540969910904,-0.0186378691932441,-0.0493829909395208,Female,72,Yes,Yes,Employed,Rural,College,1673330400
15,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,70d87e18-2984-4d46-ac28-d32f159c2263,no_churn,0.42771235,0,no_churn,0.0987630874822934,-0.0032745609901576,-0.0341857638046894,0.0730625345179396,0.0257054386319032,0.121384555456025,-0.0039189249314222,-0.0317935227255657,Female,37,No,Yes,Unemployed,Suburban,High School or Below,1673330400
57,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,30e92cd6-5334-4850-9763-93eddfc8c74a,no_churn,0.014151416,0,no_churn,-0.0353973422891249,-0.0050920123790274,-0.0460546600704401,-0.0622006759673786,0.0465885574198182,0.0523983842749566,-0.0373468505589426,-0.0519215512411756,Male,25,Yes,Yes,Employed,Suburban,Master,1673330400
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,6673460d-3fc3-4deb-bd3a-6024943336de,no_churn,0.3184536,0,no_churn,-0.0130467624315406,-0.0031823109293327,0.127216134451273,0.0888803693773297,0.0870872964810769,0.130878897776383,0.0508862518658406,0.0334841468679042,Female,46,Yes,Yes,Employed,Suburban,College,1673330400
5,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d1c8e8e6-c3ab-4440-a81a-f4c2b23d8fef,churn,0.11497297,1,churn,0.0499373633110735,-0.0137949022444445,-0.0452020141726825,-0.0036499745919991,-0.0925942858094276,0.0624604298156191,-0.03546892698595,-0.0291728738943493,Male,44,Yes,No,Medical Leave,Suburban,College,1673330400
19,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,8ce144ba-b322-4c05-b728-194c0ade68fa,no_churn,0.47914118,0,no_churn,-0.0073594082421641,-0.0057290160682532,-0.0295831916545785,-0.0847668868651771,-0.0156005827203989,0.0694836853092601,-0.0002535358534441,0.0833542121283971,Male,80,No,Yes,Unemployed,Rural,College,1673330400
4,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,59cd1a0b-9018-42c5-8d4a-86bf1ed0dde2,churn,0.5004322,1,churn,0.281325790561168,-0.003906892156101,-0.0356709040470195,0.175075173009009,0.0090496732347492,0.117443024339373,-0.0156532333983159,-0.0083053621942053,Female,27,No,No,Unemployed,Suburban,Bachelor,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,c0004f8d-26f9-432f-bce1-dc9126d1751f,churn,0.8047992,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,45,No,Yes,Employed,Suburban,Bachelor,1673330400
10,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bab143f8-5377-4d46-a136-7db484415b9c,no_churn,0.18557893,0,no_churn,0.0082401844934429,-0.0053575919249124,-5.55975646602747e-05,-0.0289545955702487,-0.0159991195044494,0.0621006216572459,-0.0207783097019364,-0.0164562544498585,Male,54,No,No,Unemployed,Suburban,High School or Below,1673330400
72,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,3d8da9a7-d473-4762-ad47-4512ea5469ff,no_churn,0.0023285989,0,no_churn,-0.0598446517485672,-0.0036095255937516,0.0008526534423253,-0.0312213465247668,0.0003654841672505,0.0545032774864103,-0.0167868422469882,-0.0132852014245418,Female,80,Yes,No,Unemployed,Suburban,Master,1673330400
42,Yes,No,High Speed,In_Store_Support,Two year,<80hrs,Active,0a8191ee-ce72-4ef0-a3b1-4c4db6d7ceea,no_churn,0.017433995,0,no_churn,-0.0170599342929335,-0.0021513997977672,-0.0218878968366925,-0.0346317419152319,-0.0451093764423376,-0.181665533605269,0.0250210356220759,0.0234586951466189,Female,33,Yes,Yes,Employed,Suburban,College,1673330400
18,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,e94a3fcb-56b8-4591-bbe9-21dc516c4fc6,churn,0.16584599,1,churn,-0.0880736793701544,-0.0118488600946147,-0.0626803971895879,-0.013014065635325,-0.0028255295043254,0.045991862746805,-0.0595575788055703,-0.052472726628348,Female,52,No,No,Employed,Rural,Bachelor,1673330400
51,Yes,No,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,8d8818ae-1576-432a-ac96-b39cce588caa,no_churn,0.025203256,0,no_churn,-0.0592933606867518,-0.0039040643174303,-0.0225102743302522,-0.0317765826101822,0.009609414761926,-0.0953256300691828,-0.0279502612608848,-0.0378753944751224,Male,45,Yes,No,Employed,Suburban,Bachelor,1673330400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,001525ef-460f-4cee-b564-60e8bab93b3e,no_churn,0.6094902,0,no_churn,0.0862085726596978,-0.0020912981561923,0.0395558375203563,0.129146418514993,0.116241970173705,0.152586911687067,0.124077809942528,0.0595809696118522,Male,60,Yes,No,Employed,Suburban,Master,1673330400
71,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,ae4a4dc8-18d4-45fd-97d7-ded82eab0a45,no_churn,0.0036982922,0,no_churn,-0.0759876672983227,-0.0031543686827717,-0.0019137396964561,-0.0331414636856334,0.0046686200060958,-0.116724870653093,-0.0188312753578611,-0.0239413865133428,Female,77,Yes,Yes,Unemployed,Suburban,College,1673330400
54,Yes,Yes,Medium Speed,Web_Chat_Support,Two year,0hrs,Disabled,73cacd9a-e0d8-4134-9819-1a928e8cb3c7,no_churn,0.019961229,0,no_churn,-0.0554309993256902,-0.0032094435219551,0.0070853196754796,-0.0572190200852855,0.0154880710964062,-0.117804005390763,-0.0290065632534242,-0.0289295109057911,Male,58,No,Yes,Disabled,Urban,College,1673330400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,351aee4d-4788-4146-a59e-4cbe54427476,churn,0.5695883,1,churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Male,58,No,No,Medical Leave,Suburban,College,1673330400
16,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,ee598ac3-3de1-497f-967c-8396f4719b2c,churn,0.8035109,1,churn,0.140586647747732,-0.0021437161625271,0.0499338014996101,0.0515065247027359,0.101762467345761,0.147712266818789,0.0763730870400831,0.0683380155370105,Female,51,No,Yes,Employed,Suburban,Bachelor,1673330400
6,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,cdf7a79e-9662-416b-8806-52ddc4431d4a,no_churn,0.20277524,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Male,79,No,No,Unemployed,Suburban,Master,1673330400
7,No,No phone service,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,ce7aabea-c8d4-426b-a1f9-f3e70f63f30d,no_churn,0.3836452,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Male,20,No,No,Employed,Rural,College,1673330400
20,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,5eeb8937-5855-43f6-8b20-2455ffb2acfc,no_churn,0.22504565,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,60,No,Yes,Unemployed,Suburban,High School or Below,1673330400
45,Yes,No,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,508af498-a1c0-4efa-bea2-9cc67e4c1edf,no_churn,0.10974989,0,no_churn,-0.213918282275026,-0.003749728154944,-0.0067808182862972,-0.0338443327236382,0.0571216942145656,0.020015653105238,0.0136200758399172,0.0485095848961282,Female,32,No,No,Employed,Urban,College,1673330400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,f29e67c4-00f0-427c-af68-4c98040fe8ea,no_churn,0.6094902,0,no_churn,0.0862085726596978,-0.0020912981561923,0.0395558375203563,0.129146418514993,0.116241970173705,0.152586911687067,0.124077809942528,0.0595809696118522,Male,53,No,No,Employed,Suburban,Bachelor,1673330400
14,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,e53dbe1c-df94-48c4-bbe8-a361389b0c41,no_churn,0.013587945,0,no_churn,0.0342282355843144,-0.0059068576291156,-0.0868261678915951,-0.0818707681873547,0.0582839145028992,0.0990057117384458,0.0737138982225769,0.107528421548504,Female,37,No,No,Medical Leave,Urban,Bachelor,1673330400
3,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c67772a2-bbc6-4ae6-bab4-f5f7ed50a7fd,no_churn,0.16772689,0,no_churn,0.0872697963699829,-0.0122754658471967,-0.0961884369383824,-0.04574336329797,0.0152174572324202,0.0903622518263455,-0.0206346508075694,-0.0120851189071618,Female,49,No,No,Employed,Urban,Bachelor,1673330400
72,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2d32f0d3-3874-4553-955f-8314137bd1e9,no_churn,0.0023285989,0,no_churn,-0.0598446517485672,-0.0036095255937516,0.0008526534423253,-0.0312213465247668,0.0003654841672505,0.0545032774864103,-0.0167868422469882,-0.0132852014245418,Male,61,Yes,Yes,Unemployed,Suburban,Bachelor,1673330400
8,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Active,55f891f1-3004-4e67-907f-7bafb4e27459,no_churn,0.013670826,0,no_churn,0.149256431465155,0.0124428095148323,-0.008426272827055,0.042467502740501,0.114001210321908,0.147478452196574,0.0539686605205133,0.0397850564847794,Female,53,No,No,Employed,Suburban,College,1673330400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,121fb159-4953-4a48-93c9-62c721269c86,churn,0.4624893,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,55,No,Yes,Employed,Suburban,College,1673330400
1,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,5c5ccb61-1eda-40f6-ad82-51e39da95315,no_churn,0.39535058,0,no_churn,0.281116760632558,-0.0064956109878403,-0.0338933942791482,0.085196074938849,-0.0512106715591926,0.111766280985185,-0.0272726317432989,-0.0165107272943896,Male,79,No,No,Employed,Suburban,Bachelor,1673330400
71,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,d3d76f20-61ca-493b-a921-6a970ff81e70,no_churn,0.021658832,0,no_churn,-0.062922631715719,-0.0039725900680059,-0.0408031885083073,-0.0136885992943916,-0.0721175943452726,0.0484165506050339,-0.0309647526103799,-0.0429733435839261,Male,59,Yes,Yes,Unemployed,Rural,High School or Below,1673330400
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,94d379b1-5dbe-48f9-b306-1eb9b58b35b2,no_churn,0.029816156,0,no_churn,-0.0920869204844439,-0.006586278712748,-0.0354330801026844,-0.0359484840692312,-0.0641147591138815,0.0324929209191304,-0.0191798123298576,-0.0281697373836505,Female,55,No,Yes,Employed,Suburban,Bachelor,1673330400
67,Yes,No,Low Speed,Web_Chat_Support,One year,<80hrs,Active,5376849b-4bac-4146-8941-cad67e2eec2d,churn,0.18896979,1,churn,0.0117274359939347,-0.0006505546482731,0.0452063326837742,0.0861931698100488,0.0983556314866473,-0.0403016514597311,0.121807291075374,0.0886362003945305,Male,22,No,No,Medical Leave,Rural,College,1673330400
46,Yes,Yes,Medium Speed,Phone_Support,One year,0hrs,Disabled,7f153eeb-ceba-4900-915c-dd092de0a378,no_churn,0.038046192,0,no_churn,-0.0197955777285096,-0.0011482408420033,-0.0730621253861636,0.0221887189444305,0.0376990681239067,-0.0189208273287795,-0.0402104996799153,-0.0257766665959479,Female,22,Yes,No,Employed,Suburban,Bachelor,1673330400
35,Yes,No,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,083049b4-ddfe-4b71-8ecb-bcec609accdd,no_churn,0.39707124,0,no_churn,-0.220210134265708,-0.0040767383572892,-0.0327611897623683,0.0254077230422262,-0.0227026685295368,0.0267317992757671,-0.0217573208175781,-0.0096576229558559,Female,50,No,Yes,Employed,Suburban,Bachelor,1673330400
6,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,04c6db1f-4955-4779-8214-3932df92a965,churn,0.31416437,1,churn,0.0266443267302565,-0.0158283484799176,-0.0271549667944418,-0.0416631416733798,-0.012496052196675,0.0604924219658187,-0.0361294477049159,-0.0205939271669558,Male,49,No,No,Employed,Suburban,Bachelor,1673330400
45,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,98e54cd6-051f-4a59-a696-2f799e346158,no_churn,0.024272919,0,no_churn,-0.135975748520814,-0.0083558226686727,-0.0336105255388974,-0.0280639012706706,-0.0317194682321132,0.0286596929344887,-0.0365108673804206,-0.0234495111077012,Male,66,No,No,Employed,Urban,College,1673330400
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,25c3ae09-ea60-458f-8891-69a612d2b665,churn,0.16734248,1,churn,-0.0495805231878876,-0.0093213903712785,-0.0175755110610225,-0.0970726227096565,-0.0379580846685712,0.046630867434078,-0.0526925228774234,-0.0395851803856203,Female,32,No,Yes,Medical Leave,Suburban,Doctor,1673330400
29,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,0a6c5bdd-35d0-4cbc-b648-0a6dd592857c,no_churn,0.23905589,0,no_churn,-0.0702435565925088,0.0547940037063017,0.02689421897393,-0.0737702996974349,-0.162414728215354,0.063651166374907,-0.0124997310825347,-0.015437222627761,Male,55,Yes,Yes,Unemployed,Suburban,High School or Below,1673330400
17,Yes,No,Medium Speed,In_Store_Support,One year,0hrs,Disabled,e6d018b0-248e-481f-a01e-7a776c025944,no_churn,0.046512317,0,no_churn,0.0245393735923244,-0.0033568341068166,-0.0579848746782863,-0.0225364104502477,-0.0040694079892273,-0.132782573239447,-0.0210183539403624,-0.0249599264405969,Female,48,No,Yes,Employed,Suburban,High School or Below,1673330400
56,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<50hrs,Active,29697eec-1df4-4029-84f6-4b0add18e0a6,no_churn,0.21482058,0,no_churn,-0.0685653715262924,-0.0023764236463102,0.0013783127190981,-0.0785347148153687,-0.0339200653000534,-0.093135828440154,0.0376791447274718,0.0359487931500007,Male,38,No,Yes,Unemployed,Suburban,Bachelor,1673330400
9,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,7b55c9d2-7329-4cdc-b6b7-a342eae44119,churn,0.3324733,1,churn,-0.0104793158514257,-0.014630070981475,-0.0369833078049123,-0.0800638604310279,-0.139621759007423,0.0428717842694823,-0.0019630326353399,0.01184341195265,Female,63,No,Yes,Employed,Urban,Master,1673330400
50,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,bd6d5832-f29b-481e-a38f-33ec5a400f70,no_churn,0.04929089,0,no_churn,-0.109065996170139,-0.0050578367995331,-0.05035175163448,0.0413349875874519,-0.11988983723817,0.0288203241967767,-0.0227980832783941,-0.016017957850654,Female,30,Yes,No,Employed,Urban,College,1673330400
1,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,8dfa30bb-1a80-472c-8a12-709cd3a57e16,no_churn,0.38988975,0,no_churn,0.235365742846652,-0.0055424907086398,0.0515343102071801,-0.0920586677224946,-0.0448498673463473,0.122595216631098,-0.0468007642241264,-0.0573446720244646,Female,76,No,Yes,Unemployed,Suburban,Bachelor,1673330400
50,Yes,No,Medium Speed,Web_Chat_Support,One year,0hrs,Disabled,898d304a-b631-4f5e-8e61-a7494c98142f,no_churn,0.021135611,0,no_churn,-0.0590302147979309,-0.0027788217311717,-0.004770741945249,-0.0233554791562164,0.0134235092254675,-0.0746916131122452,-0.0422234122143709,-0.0555993788354317,Male,35,Yes,Yes,Unemployed,Urban,College,1673330400
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,3c41bf3c-2831-4ad8-83f9-b58ccf7f1ef1,churn,0.93865997,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Female,61,No,No,Employed,Suburban,Bachelor,1673330400
71,Yes,No,Medium Speed,In_Store_Support,One year,100hrs+,Active,52808994-9f53-4255-8f38-581ba02f5f18,no_churn,0.021658832,0,no_churn,-0.0956197637822333,-0.0036527834070875,-0.0135719659361166,-0.033042003851915,-0.0635873178052133,-0.0737320324176835,0.0049373272725097,0.0192423871428036,Female,51,Yes,No,Medical Leave,Urban,Bachelor,1673330400
44,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,aff138e5-7442-4c32-86f7-50cc2c77ca65,no_churn,0.14894596,0,no_churn,-0.100053827141846,-0.0184711752175053,0.0103466424659518,-0.0719637109296036,-0.0127399101913351,0.0392026396796973,-0.0211368504225174,-0.029209959255595,Female,73,No,Yes,Medical Leave,Rural,College,1673330400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,808b5f7e-f4ae-46d4-a858-dcb72192af93,churn,0.5695883,1,churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Male,39,No,No,Employed,Suburban,College,1673330400
63,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f883e9d7-82bd-466c-a01f-5d4936823aa8,no_churn,0.06421982,0,no_churn,-0.0582775910955297,-0.0016804577418224,0.0160611329807306,0.0873649708998073,0.123843637316913,0.0878357444140601,0.077916393957912,0.0879100232291421,Male,53,No,No,Unemployed,Rural,Bachelor,1673330400
25,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,ba1a6843-1e22-42d3-b725-2535304711b7,churn,0.28995284,1,churn,-0.0288098222145708,-0.0042971463952926,-0.085678622277428,-0.0725836220784185,0.0679294839028989,0.0483065719758633,0.126855666284591,0.0899656276766836,Male,76,No,Yes,Employed,Rural,High School or Below,1673330400
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,302663df-3b36-4e97-b000-50fe387032be,churn,0.5695883,1,churn,-0.0528151288343224,-0.0080480501458805,0.0775706690264996,0.104986802962176,0.0343651521138599,0.113401032816996,-0.0205295372307227,-0.0158845003328769,Male,40,No,Yes,Employed,Suburban,High School or Below,1673330400
31,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,07464c9d-0b01-4e8f-90a8-c4c406ea976c,no_churn,0.3389775,0,no_churn,-0.0827520391731968,-0.0051147918962851,0.0413759620682958,0.0896679417929772,0.0076071362067796,0.0827579794209259,-0.0393688794541594,-0.0307178195819415,Male,62,No,No,Employed,Suburban,College,1673330400
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,645773b4-3ec3-483f-ae73-e3576bb79f3c,churn,0.7257456,1,churn,0.151816307260151,-0.0026404518266099,0.0198276844576867,0.0591307395568583,0.0831680767518719,0.153631180053071,0.107760507779549,0.0368512429690235,Female,53,Yes,Yes,Employed,Rural,Bachelor,1673330400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,8be04657-4749-4695-9b1b-b3946bb0226d,churn,0.56730324,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,42,No,No,Unemployed,Urban,College,1673330400
11,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,72c5f40a-3949-43ae-abe2-0a6ff9d4774f,no_churn,0.097652204,0,no_churn,0.094036343148964,0.0043118551516818,-0.0281935764451782,0.08503711261435,0.0605222465639963,0.138283365535481,0.181160504167201,0.085816008298425,Male,33,No,Yes,Employed,Suburban,Bachelor,1673330400
61,Yes,Yes,Fiber optic,Phone_Support,One year,<50hrs,Active,01ed5e30-8ea8-4123-a9be-76f1b9274662,no_churn,0.0327319,0,no_churn,-0.123266184581871,-0.0020949344040127,-0.0265852777578857,-0.0402778134243362,-0.049599354782249,-0.0684834236450115,-0.001192162572097,0.0424729981596647,Male,28,No,Yes,Employed,Suburban,College,1673330400
65,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,7b860303-108e-438b-a76a-78ed72488dad,no_churn,0.24695288,1,churn,-0.153331870305337,-0.0037618404345812,0.0180336861627165,0.0471271084097861,0.0852190787972904,0.0842694827609011,0.015370742320938,0.0468530220933371,Male,57,No,Yes,Employed,Rural,Doctor,1673330400
44,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,9437fbec-d1a2-437a-b5e8-fe9328f1eb48,no_churn,0.3100251,0,no_churn,-0.195704128696052,-0.00619949279102,-0.0917086385322363,-0.0082412338773974,-0.0057894014299381,0.0404971948330057,0.0159794562795286,0.0481400923825276,Male,61,No,Yes,Medical Leave,Rural,Bachelor,1673330400
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f0906729-c672-4beb-92f7-6dac19f29a83,churn,0.81779444,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Male,50,No,No,Unemployed,Suburban,Master,1673330400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,122e2836-3b41-4cbd-871d-aac42a3a465d,churn,0.5771246,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Female,78,Yes,No,Unemployed,Suburban,High School or Below,1673330400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,f7b3193c-34e3-4b56-a402-59d0d11d11a8,no_churn,0.68068546,0,no_churn,0.272153209177732,-0.0001019440181153,-0.0266639703569126,0.104266846014943,0.0875801711423719,0.136904588576008,0.0619096450401775,0.0730919749747954,Female,48,No,No,Medical Leave,Suburban,Bachelor,1673330400
19,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,065ebf14-0047-4f8c-81a7-10ec2448b442,no_churn,0.47914118,0,no_churn,-0.0073594082421641,-0.0057290160682532,-0.0295831916545785,-0.0847668868651771,-0.0156005827203989,0.0694836853092601,-0.0002535358534441,0.0833542121283971,Female,40,Yes,No,Employed,Suburban,Bachelor,1673330400
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,8ae41305-dd07-4ab9-b2a0-d738ee80e823,churn,0.43748122,1,churn,0.308047791607396,0.118278643786462,0.0675531598230327,0.0290490028333351,0.06741841148003,0.180740714178951,-0.0154529074092579,-0.0246609590043954,Male,73,No,No,Employed,Suburban,Bachelor,1673330400
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1a35ab1d-52f2-4034-b553-36ee8adcaad8,no_churn,0.08304684,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Male,80,Yes,Yes,Employed,Suburban,High School or Below,1673330400
1,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,0hrs,Disabled,90c9e182-14f2-4833-919b-053e047253f0,no_churn,0.38988975,0,no_churn,0.235365742846652,-0.0055424907086398,0.0515343102071801,-0.0920586677224946,-0.0448498673463473,0.122595216631098,-0.0468007642241264,-0.0573446720244646,Male,49,No,No,Employed,Suburban,College,1673330400
11,Yes,No,Medium Speed,In_Store_Support,One year,<80hrs,Active,e8551af0-3872-47c3-b174-e22545d0bd32,no_churn,0.097652204,0,no_churn,-0.049323708905913,-0.0068309230853265,-0.0203310339234576,-0.0669315706833958,-0.0235632348508897,-0.16496582529755,0.0238357203756459,0.039084423349268,Male,64,No,No,Unemployed,Suburban,Bachelor,1673330400
11,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,6d93f8ee-0351-45d4-91ff-b6079d8410ce,churn,0.7592546,1,churn,0.177917184458702,-0.0026206162903145,0.0481589955003983,-0.0034503419894281,0.14131416917955,0.160727515826857,0.14458441877232,0.0643425298088914,Female,38,Yes,No,Employed,Suburban,College,1673330400
14,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9f1ac310-3573-4a13-b252-480ac2dfca40,no_churn,0.2163174,0,no_churn,-0.0524633691427698,-0.0090821596964406,0.0239365195127038,-0.138028004851803,-0.0367245539444093,0.034560683961763,-0.0381214624355379,-0.0384371377338629,Male,50,No,No,Unemployed,Suburban,Bachelor,1673330400
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,6ab90a7c-1d85-422a-993b-98669134b764,no_churn,0.76190454,0,no_churn,0.0305776533525568,-0.0035411129172189,0.0207369785124365,0.154612109793525,-0.022964217891249,0.121836097876512,-0.0327720965528715,-0.0420721190912263,Female,31,No,No,Employed,Urban,High School or Below,1673330400
72,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,bf1f82d3-0e4f-4ed0-bad9-6f31b1e6be1f,no_churn,0.004153645,0,no_churn,-0.104919580351298,-0.0047083344766861,-0.052885357899072,-0.0434200402796068,-0.0296129484883795,0.034540969910904,-0.0186378691932441,-0.0493829909395208,Female,34,No,Yes,Unemployed,Suburban,Bachelor,1673330400
57,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,ba784846-6520-4c5f-bc38-4810018ab2c7,churn,0.2816715,1,churn,-0.156617790754581,-0.0041038110271438,-0.0625967592927918,2.54297371611756e-05,0.0678545061755539,0.0408805224029492,-0.0235286127876861,0.0135048097910112,Female,55,No,No,Employed,Suburban,High School or Below,1673330400
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,2182fe4e-25bd-4c46-a09f-ff366aa85862,no_churn,0.16890614,0,no_churn,-0.299395519305617,-0.0037702399887484,0.0182674266750063,-0.0786978698488246,0.0015635217918588,0.0340307355630329,0.0266501525573039,0.0323256404512176,Female,50,No,Yes,Unemployed,Suburban,Bachelor,1673330400
21,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5f40d9c5-abe8-4836-b14f-44db0ec628e4,no_churn,0.42193654,0,no_churn,-0.004140982186127,-0.0025598018751225,-0.0070866514391309,0.122983387622617,0.0600450432927573,0.0960592517905388,-0.0197098105812438,-0.0225148460177842,Female,39,No,Yes,Retired,Suburban,Bachelor,1673330400
53,No,No phone service,Low Speed,Phone_Support,One year,100hrs+,Active,454509dc-84ee-45e5-809c-0db437332aa0,no_churn,0.19051118,1,churn,-0.0897478438518191,-0.0110714814886159,-0.0191024604511585,-0.0549345715134768,0.0273849272514053,-0.0981085486831398,0.0105150350028998,0.0452054587127713,Male,69,No,Yes,Employed,Suburban,High School or Below,1673330400
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,dbb78203-b032-48f2-9ddc-fbff31c26800,no_churn,0.5647271,0,no_churn,0.212418583823392,-0.0029077581879391,-0.0148756246434732,0.135277356066545,0.0499247837607617,0.141969954456035,0.123748347491855,0.0754182173422123,Male,73,No,No,Employed,Rural,High School or Below,1673330400
30,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d7236ef4-1e9f-4790-aa31-0109a7620493,churn,0.31034547,1,churn,-0.0396819254457977,-0.0085571891811741,0.0273172619465913,0.124745181095132,0.047384079440053,0.097494706993998,-0.0219106440740142,-0.0040049804722275,Female,43,Yes,No,Employed,Suburban,Bachelor,1673330400
65,Yes,No,High Speed,Phone_Support,Two year,<50hrs,Active,05a6d6ae-fbd2-4b78-9bdb-55e8b1f9624f,no_churn,0.01423253,0,no_churn,-0.0789527748917134,-0.0012020258613847,-0.0193662349543046,0.0053611081611597,0.0335518091634912,-0.175650256485624,0.0289337550692653,0.0562984689955737,Male,24,No,Yes,Employed,Suburban,High School or Below,1673330400
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d5f67d22-52d4-458d-bf1a-c8160d0728f8,churn,0.16734248,1,churn,-0.0495805231878876,-0.0093213903712785,-0.0175755110610225,-0.0970726227096565,-0.0379580846685712,0.046630867434078,-0.0526925228774234,-0.0395851803856203,Female,24,No,Yes,Employed,Suburban,Master,1673330400
24,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,1e4aad7b-14cb-4952-901f-c0a54ca3bbe5,no_churn,0.4486173,0,no_churn,-0.046885606679375,-0.0069447544280592,0.110449067264899,0.0801934862556936,0.0820634035765579,0.110480608844241,-0.0234457018110515,-0.0400736562138899,Female,64,No,No,Disabled,Suburban,High School or Below,1673330400
62,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Active,88f9aac8-cfc7-44e2-a76b-9846294db4ef,no_churn,0.16890614,0,no_churn,-0.200157209250565,-0.0019525319391141,0.0232102648924592,-0.0755062111531697,0.0128733814583392,-0.0601219610218595,0.0384367206285605,0.0461913936215387,Female,47,Yes,No,Employed,Suburban,College,1673330400
40,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,df56d141-2dc3-4b5c-acc5-8409e7dfef28,no_churn,0.14221223,0,no_churn,-0.0991461247983898,-0.0187005019229764,-0.0428698276906288,-0.0598065577500892,-0.0460296152171395,-0.003036860014763,-0.0174936011512181,0.0280569389963784,Male,67,No,Yes,Employed,Suburban,High School or Below,1673330400
68,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,653149d7-9eec-4bf3-8278-39fdb39f063f,no_churn,0.009151977,0,no_churn,-0.069780868770913,-0.0035488062662261,-0.0001962680472752,-0.0229550315764936,-0.0005838424237663,-0.114778724170369,-0.0220807541280191,-0.035101857178306,Female,60,Yes,No,Unemployed,Urban,Master,1673330400
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5cddebac-03bd-45f4-a0d3-8ae67336b8a2,churn,0.5128214,1,churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,51,Yes,Yes,Employed,Suburban,Bachelor,1673330400
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,5b2ed311-69b8-4d53-ba5d-e009c056b069,churn,0.87389773,1,churn,0.303582355641011,-0.0066249253211935,-0.0328417802051626,0.135235483338656,0.072650622953297,0.150208448841258,-0.0180650190092455,-0.0122719359824441,Female,28,No,No,Unemployed,Suburban,Bachelor,1673330400
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,00274330-df7d-4d88-a0b6-362b6da80a22,no_churn,0.16652161,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,79,No,No,Employed,Suburban,Doctor,1673330400
29,Yes,Yes,Medium Speed,Phone_Support,One year,<50hrs,Active,f47f140e-b7d5-45e5-8a41-62b3d9d3c9e0,no_churn,0.11015879,0,no_churn,-0.0338757397149993,-0.0008271527551187,-0.0232330451639609,-0.0083036683176032,0.0729628089186007,-0.17934872362579,0.062863819411873,0.0736522137937572,Female,31,Yes,No,Employed,Suburban,College,1673330400
68,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,08ceecf8-2fd6-43c1-9893-f114691c3135,no_churn,0.020720383,0,no_churn,-0.081748721356671,-0.0036519549769946,0.0036583166259697,-0.0666640515708331,-0.0392655039694545,-0.126837803521184,0.0177309694573114,0.0277525961130368,Male,21,No,Yes,Employed,Suburban,College,1673330400
1,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,e7975bd5-486a-4a91-ab6a-fbf86d413a68,churn,0.5771246,1,churn,0.214697919290538,-0.0046876075504042,0.000730597089896,-0.105150804536042,0.0044395110745063,0.113128922881951,-0.0534500485889111,-0.0613192733727191,Male,30,No,Yes,Medical Leave,Rural,High School or Below,1673330400
23,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,0d59049f-4bf2-47f7-bd74-f4de8aa9f3d6,churn,0.47619963,1,churn,-0.206682324549652,-0.0067952752222481,-0.0388263125137245,-0.0630275313919719,0.041433569382043,0.0274531312033468,0.0065009369930839,0.0409176539466898,Female,67,No,Yes,Employed,Rural,High School or Below,1673330400
6,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,df6cff9e-686d-4af4-8fcd-dc7e927c1317,no_churn,0.20277524,0,no_churn,-0.0173049906615233,-0.0095639937618398,-0.0166596985604701,-0.132313236216069,-0.0163526203691071,0.0581113393171108,-0.0665384604777318,-0.0684044907787028,Male,38,Yes,Yes,Unemployed,Suburban,College,1673330400
3,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,d3acfe15-43c5-415b-8980-9e4fa85130b8,no_churn,0.4184367,0,no_churn,0.0839224583298437,0.0513034088965832,0.0375694120087109,-0.0183097448589251,0.0042057568583959,0.122157958851835,0.0562390511284684,0.0155879373961124,Male,67,No,Yes,Employed,Suburban,College,1673330400
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,290df9b0-7df4-4806-afac-f3117a41bb1d,no_churn,0.08304684,0,no_churn,-0.0762804664930081,-0.006154114036999,-0.0697651254371612,-0.0455194677939016,-0.0176986385960753,0.0393095450327837,-0.0465775232794203,-0.0463403600071433,Male,23,No,No,Employed,Suburban,Master,1673330400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,809873f6-642f-4b94-bee7-6821ea494b73,no_churn,0.5771108,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Male,26,Yes,No,Employed,Urban,High School or Below,1673330400
14,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,41ed7f5c-a201-40d6-9e35-8af5062ccbe9,no_churn,0.2163174,0,no_churn,-0.0524633691427698,-0.0090821596964406,0.0239365195127038,-0.138028004851803,-0.0367245539444093,0.034560683961763,-0.0381214624355379,-0.0384371377338629,Female,47,No,No,Employed,Suburban,College,1673330400
54,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,12370da5-2c19-4348-a94e-b50b2a0367c3,churn,0.013147811,0,no_churn,-0.0404522017236558,-0.0040014583010452,-0.0164657534912748,-0.0088703437321964,0.0227527016688691,-0.14018966181553,-0.0265219661559785,-0.0552774693705578,Female,36,No,No,Employed,Urban,Doctor,1673330400
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,c433e32e-2fd9-47b9-9bfa-9511c0c9686e,churn,0.45369303,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,40,No,Yes,Unemployed,Urban,High School or Below,1673330400
2,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c59c0c12-82d7-4b92-b984-00bc48487131,churn,0.8569562,1,churn,0.171616606696207,-0.0032718473684872,0.044011177947641,-0.0011540774678269,0.0465733782163806,0.12860373279369,0.0630813937167113,0.0815134859483259,Male,51,No,No,Medical Leave,Suburban,College,1673330400
50,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,bc00807b-5b8d-494f-9e4b-16b8f1e20bdb,no_churn,0.021135611,0,no_churn,-0.0760854874711185,-0.0039535033033644,-0.0191698472721327,-0.109209549017687,0.0273062876783842,0.037770131316447,-0.0324612041902764,-0.0398896460659671,Male,34,No,Yes,Disabled,Suburban,High School or Below,1673330400
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,01cd9d4f-908c-4d84-88d2-dcf5bfa5f879,churn,0.29952067,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Male,62,No,Yes,Employed,Rural,Bachelor,1673330400
20,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,6679ff7a-27da-4665-a1c4-30d0699e9ba9,no_churn,0.22504565,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,52,No,No,Employed,Urban,Bachelor,1673330400
29,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,de807471-fb69-4444-8fa1-6fd8b9943f23,no_churn,0.11015879,0,no_churn,0.0464118410489391,5.84649262600578e-05,0.0416562141163376,0.047088545659999,0.15570329480146,0.125196865173029,0.114248267774947,0.130610369226706,Male,33,No,Yes,Unemployed,Suburban,Bachelor,1673330400
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,870d2097-eabc-4af1-acf5-59e4544deae2,churn,0.7805694,1,churn,0.185782084817974,-0.0033289471989655,0.0966289849907843,0.101906639245262,0.0503554179704951,0.151434629490691,-0.0074369586380362,0.0194441093154091,Female,72,No,No,Employed,Suburban,High School or Below,1673330400
3,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,913c3d9d-8fa1-4e73-8e28-db10f32981eb,no_churn,0.4184367,0,no_churn,0.0839224583298437,0.0513034088965832,0.0375694120087109,-0.0183097448589251,0.0042057568583959,0.122157958851835,0.0562390511284684,0.0155879373961124,Female,58,Yes,Yes,Unemployed,Urban,High School or Below,1673330400
6,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,16e1b24d-b35c-40a4-a6bb-d8b78d134211,churn,0.45369303,1,churn,0.0837411801654798,-0.0034293741991496,0.0179940073828311,-0.0087209722370607,0.0263333317267006,0.0947362361695104,-0.0433636259505874,-0.0252632412307684,Female,23,No,No,Employed,Urban,High School or Below,1673330400
70,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,175162e8-ff09-4b58-a4df-21e455f6c72f,no_churn,0.0211322329999999,0,no_churn,-0.161384426467994,-0.0041563182057507,0.0098100279311574,-0.0083792737525163,-0.0346519745979821,0.0470084667497758,-0.0260878122807025,0.0638151578996439,Male,65,No,No,Retired,Suburban,Bachelor,1673330400
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,14acf389-c3e1-4a50-9124-32b6cd92aaa4,churn,0.81779444,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Male,74,No,No,Employed,Rural,High School or Below,1673330400
10,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,<50hrs,Active,911fcb9c-58a1-4077-898a-0efa04b1e62a,churn,0.73673356,0,no_churn,0.0634450350439055,-0.0022868122133149,-0.0214859046403762,-0.134733107427619,0.0487922694047028,0.12384238161023,0.103272865520485,0.119115215111342,Male,59,No,No,Unemployed,Suburban,College,1673330400
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,ce3e541f-297d-4f3a-a064-f459c814b4f1,no_churn,0.6094902,0,no_churn,0.0862085726596978,-0.0020912981561923,0.0395558375203563,0.129146418514993,0.116241970173705,0.152586911687067,0.124077809942528,0.0595809696118522,Female,52,No,No,Employed,Suburban,High School or Below,1673330400
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,bfe60ac8-bcb7-4cc9-b4f7-7b07b2894664,churn,0.42117354,1,churn,0.103412186249743,-0.0010605901374219,-0.0448888282486768,0.104160084563209,0.0147630535394637,0.116637081340714,-0.0159476927011792,-0.0372696025415871,Female,73,Yes,Yes,Employed,Urban,Master,1673330400
54,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,90ed9247-43d4-4f38-89a5-cab9dd991a6d,no_churn,0.019961229,0,no_churn,-0.103348234020214,-0.0044626378354951,0.0270896363482461,-0.162961998722785,0.0306634019125249,0.036747453991602,-0.0256548568032121,-0.0284322485825123,Female,37,No,Yes,Unemployed,Urban,Bachelor,1673330400
28,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,9c7541ea-5531-4cc7-bb7d-bb590477226d,no_churn,0.042101957,0,no_churn,-0.106657990757312,-0.0087674808358133,-0.0227935088593585,-0.0766806938807349,-0.0275225247240996,0.0322880579125012,-0.0364860219957063,-0.0224059884025882,Female,71,No,No,Unemployed,Suburban,Doctor,1673330400
56,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,c4e93c02-d362-4309-94da-b14dcda05340,churn,0.2625342,1,churn,0.0425819890370075,-0.0035806326088822,0.053830998175772,0.041775575981137,0.128222048495336,0.102077149805154,0.161877143569382,0.0591895912898871,Male,23,No,No,Employed,Suburban,Bachelor,1673330400
70,Yes,No,High Speed,Phone_Support,One year,0hrs,Disabled,51402172-b8f0-40e1-add8-c38e1f40a782,no_churn,0.022105202,0,no_churn,-0.0756665708019636,-0.0043972021818626,-0.0226634291125719,-0.0173885856280003,0.0001034082533078,-0.0987156901015896,-0.0208075838741342,-0.0294904999500431,Male,50,No,No,Disabled,Urban,High School or Below,1673330400
7,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,0f34fdd7-6485-4490-b0c4-2d96240e1bc7,no_churn,0.21105278,0,no_churn,-0.089430622448026,0.0264513290400373,0.0151724699754367,-0.09498888801892,0.0335582588809666,0.069853917260375,-0.0435862397234086,-0.0560563756698911,Female,24,No,No,Retired,Suburban,High School or Below,1673330400
63,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,570317ed-3d04-45f9-a80a-a625e9afb1ec,no_churn,0.015836092,0,no_churn,-0.0821260626728599,-0.0066868459065881,-0.0291227809895463,-0.043569365255862,-0.070692832489467,0.0362044285227148,-0.0162824171519605,-0.009250275377708,Female,49,No,No,Employed,Suburban,High School or Below,1673330400
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,d719fb62-93ab-4e9b-9488-8a16ce5c1afc,no_churn,0.640295,0,no_churn,0.0394292209206651,-0.0012281198506025,0.0731195963349091,0.0604257228174356,0.0082669637129492,0.131609303314121,-0.0134117130307458,-0.0258543311153243,Female,26,Yes,Yes,Employed,Suburban,High School or Below,1673330400
29,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,15bbcd8a-b27e-441d-b09e-bc62687f8364,no_churn,0.23905589,0,no_churn,-0.0702435565925088,0.0547940037063017,0.02689421897393,-0.0737702996974349,-0.162414728215354,0.063651166374907,-0.0124997310825347,-0.015437222627761,Male,21,Yes,Yes,Employed,Suburban,College,1673330400
31,Yes,No,Low Speed,Phone_Support,Month-to-month,<50hrs,Active,c73b1fe0-dfac-4ad0-8ddb-7656fa04cf76,no_churn,0.105339825,0,no_churn,-0.0843650053322198,-0.0040145695148021,-0.0907606476641376,0.0395155149595666,0.0374544051519114,0.0635188413142168,-0.0370634332440386,0.0224982674679085,Female,66,No,No,Employed,Suburban,College,1673330400
54,Yes,No,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,355b0f40-ba49-4b94-8a3d-309f4178d57d,churn,0.013147811,0,no_churn,-0.0404522017236558,-0.0040014583010452,-0.0164657534912748,-0.0088703437321964,0.0227527016688691,-0.14018966181553,-0.0265219661559785,-0.0552774693705578,Male,68,No,Yes,Medical Leave,Suburban,College,1673330400
25,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,b46f480b-a876-4438-8de3-5ea32a73b744,churn,0.7150269,1,churn,0.143834179531395,-0.0018946432720986,0.0628223136230099,0.0601912709841235,0.0634267415892281,0.152553669196423,0.0562189136004326,0.0582539546698353,Female,37,Yes,No,Employed,Urban,Bachelor,1673330400
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,9e35bbef-1de7-406a-a588-76548dbff403,no_churn,0.4027934,0,no_churn,0.0471106048408455,-0.0066630889071529,-0.0293019125996488,0.0998892955738665,-0.0138373869759743,0.108065071735973,-0.0310337949257245,-0.0037277378005001,Female,30,No,Yes,Employed,Suburban,Bachelor,1673330400
54,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6a5d1c1d-b60f-48ae-bba7-597aa6dc1d56,churn,0.29952067,1,churn,-0.184846229587574,-0.0035459235883354,0.0490190851296029,-0.0654163720524138,0.027895950173015,-0.0139539292827521,-0.0798543784335015,0.0316756415328382,Female,71,Yes,No,Unemployed,Urban,High School or Below,1673330400
68,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,afb0b9f7-e487-4bb8-994f-8129a5d3673b,no_churn,0.009151977,0,no_churn,-0.128270845729007,-0.0040405137703146,-0.0058014249776988,-0.0591486179478852,0.0098526311351997,0.0408361341133968,-0.0314898733183054,-0.0709636418609352,Male,71,No,Yes,Disabled,Suburban,Bachelor,1673330400
68,Yes,Yes,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,1f957e18-f9b9-4db7-bea8-30180a0eff9f,no_churn,0.029816156,0,no_churn,-0.0920869204844439,-0.006586278712748,-0.0354330801026844,-0.0359484840692312,-0.0641147591138815,0.0324929209191304,-0.0191798123298576,-0.0281697373836505,Female,28,No,Yes,Employed,Suburban,High School or Below,1673330400
68,Yes,Yes,Low Speed,Web_Chat_Support,Two year,0hrs,Disabled,017c420f-eca2-4666-b38b-022b76d58021,no_churn,0.009151977,0,no_churn,-0.069780868770913,-0.0035488062662261,-0.0001962680472752,-0.0229550315764936,-0.0005838424237663,-0.114778724170369,-0.0220807541280191,-0.035101857178306,Female,78,No,No,Employed,Suburban,Bachelor,1673330400
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,0b37068e-b5a7-42e9-b397-6e6b0f0c5682,churn,0.40683952,1,churn,0.0632812539450242,-0.0015474023524257,-0.039401398707796,0.0546915043759145,0.0085487799109705,0.108293050572747,-0.0206486538119861,-0.0074158333123887,Male,29,No,No,Employed,Suburban,High School or Below,1673330400
9,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,15925a55-ef31-44dd-af0a-3cf36c1893d5,no_churn,0.16652161,0,no_churn,0.0081970358724356,-0.0124858556963954,-0.0200490675486162,-0.0689170344097874,-0.032546137222589,0.0710557414600498,-0.0454975080300209,-0.0321960212755948,Female,27,No,No,Employed,Suburban,Bachelor,1673330400
54,Yes,Yes,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,fe8f90d1-fd61-40cb-93be-53dbf2827613,churn,0.29952067,1,churn,0.156695471370513,-0.0017372639037967,0.121687012598295,0.0451725250001527,0.0803279736421063,0.0647719253702234,0.114914206450203,0.109142009161515,Female,63,Yes,Yes,Employed,Suburban,Bachelor,1673330400
4,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d378382c-4439-46de-a221-c8d9ae38d5bc,churn,0.68068546,0,no_churn,0.272153209177732,-0.0001019440181153,-0.0266639703569126,0.104266846014943,0.0875801711423719,0.136904588576008,0.0619096450401775,0.0730919749747954,Female,35,Yes,No,Retired,Rural,Master,1673330400
1,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,27db6200-84be-4756-b41f-78137b300e3b,no_churn,0.2831284,0,no_churn,0.157282313741598,-0.0075049086248691,-0.0460511395669891,-0.163503413334711,-0.0192235503638221,0.092607931045477,-0.0458968559572895,-0.0592256392401213,Female,58,No,Yes,Employed,Suburban,High School or Below,1673330400
29,Yes,Yes,Medium Speed,Phone_Support,Month-to-month,<50hrs,Active,6f11a11e-0311-48ff-8534-f601a9fd212c,no_churn,0.11015879,0,no_churn,0.0464118410489391,5.84649262600578e-05,0.0416562141163376,0.047088545659999,0.15570329480146,0.125196865173029,0.114248267774947,0.130610369226706,Male,78,No,No,Unemployed,Suburban,College,1673330400
20,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,0hrs,Disabled,d08b5516-659f-4286-85db-38bbf73341f4,no_churn,0.22504565,0,no_churn,0.0208352776607307,-0.002076659075019,0.0771191159987574,0.163505438389893,0.0351200348242582,0.120170970266122,-0.0197823908595728,-0.0150647170722913,Male,57,No,No,Employed,Suburban,College,1673330400
14,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,35c7842e-c813-4dbf-8c74-45b54162f58f,churn,0.6711651,1,churn,0.0062157248645144,-0.0040629539250585,0.0502672154707215,0.113125248439428,0.0206457019805657,0.118431617719402,-0.0277416105513293,-0.0361086371291139,Female,33,No,Yes,Employed,Rural,Master,1673330400
1,No,No phone service,High Speed,Phone_Support,Month-to-month,<50hrs,Active,12a12be9-3fe6-4979-b42c-e008ec72f3d2,churn,0.5639255,1,churn,0.17177365076685,0.0597646244255702,-0.0157133967070876,-0.0487398124919582,-0.0360442543687167,0.138407169386828,-0.0741946995387843,-0.001779435029257,Female,75,No,Yes,Employed,Suburban,High School or Below,1673330400
1,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,318b37ef-20be-4103-a71c-0defaf97fa49,churn,0.93865997,1,churn,0.260025592866555,-0.0044889728715452,0.0108677598891063,-0.0285752316321941,0.0599841081556223,0.161195382861652,0.0906460722972406,0.0968905633020676,Female,21,Yes,No,Retired,Rural,Master,1673330400
72,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,d9ac5ac1-465d-4f94-bdc5-04c28ee2c462,no_churn,0.0023285989,0,no_churn,-0.0598446517485672,-0.0036095255937516,0.0008526534423253,-0.0312213465247668,0.0003654841672505,0.0545032774864103,-0.0167868422469882,-0.0132852014245418,Female,53,Yes,Yes,Employed,Suburban,Bachelor,1673330400
66,Yes,Yes,High Speed,Web_Chat_Support,One year,<50hrs,Active,9797dbbc-55ab-418b-b929-4020e31a114b,churn,0.22849403,1,churn,-0.0491880002375637,-0.0004603276281704,0.0366320318627549,-0.0340608933748262,-0.0202310792047592,-0.131902406613217,0.0184144757475405,0.065658937676344,Male,21,No,Yes,Unemployed,Suburban,Master,1673330400
15,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,e3d6291b-2235-4144-b9c4-428875532b95,no_churn,0.5771108,0,no_churn,0.0847844277178956,-0.0021403973739506,0.0328507074794652,0.0467765559675081,0.015983795141301,0.137069701060432,-0.0278809241397175,-0.0101996475211535,Female,64,No,Yes,Employed,Suburban,College,1673330400
48,Yes,Yes,Medium Speed,In_Store_Support,One year,0hrs,Disabled,78e89c0d-747b-4702-8e76-63c0f157550f,no_churn,0.031041136,0,no_churn,-0.0764722832790812,-0.0038495599886528,-0.0142732606154413,-0.0457984429648968,-0.0201231754286482,-0.0535898818234363,-0.0254705723790357,-0.0294489760556189,Female,26,Yes,Yes,Unemployed,Suburban,High School or Below,1673330400
38,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,196d138f-e7ca-447c-a71f-8263d6962af2,no_churn,0.103775695,1,churn,-0.03017163566421,-0.0065635744764222,-0.0230006132539892,-0.114110730501779,-0.0331847053803176,0.0413193255860642,-0.0006797826862293,0.014698898698316,Female,69,No,Yes,Employed,Suburban,High School or Below,1673416800
72,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,b13e0bc3-0fb5-462a-8d24-5fc3e301e463,no_churn,0.0052132266999999,0,no_churn,-0.0600704453254456,0.0911550081600671,0.0508777892774014,0.0073565906867224,0.0359137140694201,0.112394846438301,0.0218556225386964,0.0064907293242686,Female,78,Yes,No,Unemployed,Urban,College,1673416800
71,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,0be46e73-c6c2-4708-ab73-c0d6b07ac80b,no_churn,0.0031617698,0,no_churn,-0.124102702860655,-0.0066054446616544,-0.102809468314626,-0.0100361297279778,-0.0588228043830531,0.05117873449748,0.0373859144530615,0.0447857502664555,Female,41,No,Yes,Employed,Suburban,Bachelor,1673416800
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,2d0dfd57-83f7-40b7-96ee-78a959311472,no_churn,0.01946871,0,no_churn,-0.130721916500991,-0.0097503983733986,0.0337893782299056,-0.0848626417744185,-0.0570086919827235,0.0574324071770524,0.0460255104190582,0.0610702014990784,Female,43,No,Yes,Unemployed,Suburban,High School or Below,1673416800
46,Yes,No,High Speed,Expired,One year,100hrs+,Active,5b6b5add-063b-48c2-98dd-4f28a63d09de,no_churn,0.08168155,0,no_churn,-0.142873836993149,-0.0036219017039184,-0.0127204405093107,-0.0538768657417676,-0.0404672702877906,-0.0135800256902439,0.029575337666738,0.0485388516159037,Female,39,No,Yes,Unemployed,Suburban,High School or Below,1673416800
68,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,7485d752-8f7c-4946-ad6c-061aad5b2ff7,no_churn,0.01486397,0,no_churn,-0.110156023006657,-0.0095895148208546,0.0388247016029072,-0.100233945610889,-0.0458445268870491,0.0457623198081546,0.0429984244868501,0.059212413828227,Male,55,No,No,Unemployed,Suburban,Bachelor,1673416800
72,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Active,8c3c6f8c-1139-46fd-a111-cd9796ba52bf,no_churn,0.0029460771,0,no_churn,-0.111064002909879,-0.0029155486551462,0.0187820881331936,-0.0097533227319218,-0.0100303329376947,-0.228902565738335,0.0351786256839841,0.0396789070069644,Female,58,Yes,Yes,Employed,Suburban,High School or Below,1673416800
66,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,f61c920b-6c2f-49bc-8d76-6b73d5daf36c,no_churn,0.01535252,0,no_churn,-0.0694772056565625,-0.005561523901706,0.0208933072593617,-0.0194624579481114,-0.0976658872446842,0.0405295566746008,-0.0207560353256121,0.0424740930856205,Male,77,No,No,Medical Leave,Suburban,College,1673416800
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,f0c40000-4edb-4a4b-8f56-0ea7a5ba67fc,no_churn,0.00530445,0,no_churn,-0.102065557112355,-0.0086160787101653,0.0065289286011011,-0.0235982295439407,-0.0397126532321908,-0.133819735190664,0.0072336270172399,0.0250235449554384,Male,36,No,Yes,Disabled,Suburban,High School or Below,1673416800
25,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Active,b1475065-5db1-45ca-9c54-8fc4ffb03f5d,no_churn,0.07756471,0,no_churn,-0.0858816134122207,-0.0179869722720468,-0.0748353566189507,-0.056017183034346,-0.0683391526180457,0.0293106773737417,0.003781741653147,0.0209417078170918,Female,60,Yes,Yes,Employed,Urban,Bachelor,1673416800
63,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,e4eb56f4-7a66-4818-8e99-fde582eefa21,no_churn,0.01187725,0,no_churn,-0.119940037383349,-0.0141401155390849,-0.0287075893002474,-0.0439247976389924,-0.107825707448173,0.0323441428059777,0.0142036669831395,0.0189642849820302,Male,55,No,Yes,Employed,Rural,Bachelor,1673416800
36,Yes,Yes,High Speed,Phone_Support,Month-to-month,<50hrs,Active,29ee869c-10dd-487b-afc2-56fe8e1198d3,no_churn,0.05652444,0,no_churn,-0.184636017973653,-0.0048506505044497,0.0604291979247409,-0.115021869412931,0.0123352785273527,0.0803027885262781,0.0429755230523187,0.018772933201435,Female,31,Yes,No,Employed,Suburban,High School or Below,1673416800
13,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,75a61270-960a-45be-86e9-cc924da4776d,no_churn,0.1473697,0,no_churn,0.0177417395859811,-0.0164409807259471,-0.0255112606309194,-0.137232803122697,-0.0659110807050456,0.0409948076336149,0.0130116239352173,0.0443218028324736,Female,26,No,Yes,Employed,Urban,Bachelor,1673416800
54,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,85d6ea0a-18ae-4fe7-b02f-0cb26612b1ea,no_churn,0.058881294,0,no_churn,-0.113585808078342,-0.0094874107256691,-0.0303890125636826,-0.0644153839248792,-0.110946618815469,0.0197902210082611,0.0053888051557078,0.034619055871226,Female,77,No,No,Employed,Rural,High School or Below,1673416800
58,Yes,Yes,Medium Speed,Expired,Two year,<50hrs,Active,a964534f-c793-4d86-a1bd-8698334d1459,churn,0.06346032,0,no_churn,-0.0759261452380997,-0.0041531032722559,0.0036297660731088,-0.052050053803041,-0.0539214540488865,-0.135855367838249,0.0218406635645169,0.0274095427635256,Male,56,No,No,Employed,Rural,Bachelor,1673416800
61,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Active,addc2894-def5-49be-a0dd-479927944b5f,no_churn,0.014485237,0,no_churn,-0.0682670688217331,-0.0089495817791612,0.0022920634174079,-0.0369945319930138,-0.0340262352005811,-0.121010426299508,0.0171417699436278,0.0207878578973577,Male,78,No,Yes,Employed,Rural,Bachelor,1673416800
59,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,d56806a9-67be-4c28-bb50-1d76a463d082,churn,0.063720986,0,no_churn,-0.141764826682684,-0.0029854915628857,0.0850539157889761,0.0658364535705186,-0.0096965940840163,0.0892505646055178,0.0792462066229381,0.086033622266641,Female,47,Yes,Yes,Employed,Suburban,Bachelor,1673416800
72,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,a5e6cddd-26de-4a1f-8f28-cfa877b89269,no_churn,0.004560149,0,no_churn,-0.15872791534395,-0.0057734717809944,-0.0047273507183854,-0.0450256958964428,-0.0342033112149374,0.0428294387120468,-0.0303029668990484,0.0369051202804939,Male,30,No,Yes,Unemployed,Suburban,Bachelor,1673416800
5,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,318c056b-22cf-45c9-b509-4b53c421c62b,no_churn,0.24979512,0,no_churn,0.0752173952320163,-0.0096714343322128,-0.0584610005166086,-0.0799021793962265,-0.0646599233495862,0.0141116808027254,-0.0848057609810712,0.0403117376720911,Female,43,Yes,Yes,Employed,Suburban,College,1673416800
69,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,f4a12082-c460-4431-9cd5-8602d5df57d9,no_churn,0.01858709,0,no_churn,-0.0836310270776812,-0.0087267854065248,0.044817824019783,-0.0895143558440031,-0.0670249029111983,0.0302280097786297,0.0508355226350613,0.0618467071945815,Female,75,No,Yes,Employed,Suburban,Bachelor,1673416800
70,No,No phone service,Low Speed,Expired,One year,<80hrs,Active,aa5afc99-5687-4a85-84d2-bad44496d4bd,churn,0.05792787,0,no_churn,-0.0963929303865688,0.0106602475843465,0.0103795655883914,-0.0471043076512933,-0.0266229953562697,-0.0713747983218581,0.0173164605529018,0.0441126054806409,Female,63,No,No,Unemployed,Suburban,College,1673416800
57,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,50fff669-f98c-40fa-bea9-d0c0b0b1ba97,no_churn,0.009834638,0,no_churn,-0.150424404236974,-0.0174930187380778,0.0204689669880735,-0.0378626339922266,-0.0306062990281316,0.0277321776396002,-0.0032092028439728,0.0323682648095928,Female,45,No,No,Employed,Suburban,Bachelor,1673416800
41,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Active,c3c9abaf-834d-482a-a622-8c7870428f3d,no_churn,0.11514486,1,churn,-0.0870111143396297,-0.0033694524652673,-0.0145551621791491,-0.074766727481965,-0.0525693878644597,0.0545374416024969,0.0601918478608513,0.0385164042419455,Male,33,No,No,Employed,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,37f161d8-6393-4bf8-9bfd-5321b5eed005,no_churn,0.44052827,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,59,No,No,Employed,Urban,Bachelor,1673416800
11,No,No phone service,High Speed,Expired,One year,<80hrs,Disabled,14594223-0b32-4553-9d3d-a04a81be281a,no_churn,0.13220641,0,no_churn,0.0034130069598631,0.0042550469771413,0.0083310392606858,-0.0646838897328052,0.0006635996133582,-0.14810816239064,0.0414760596051064,-0.0243728521093726,Male,52,No,No,Employed,Rural,College,1673416800
72,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Disabled,6b3a706d-8bbd-4f9e-a21f-a697989cf263,no_churn,0.0032002556,0,no_churn,-0.098578216783053,-0.0036224553012652,0.0079191079279507,-0.0220703308514248,-0.0052486229566784,-0.15807419136645,0.0321155540793915,-0.0214669969391252,Male,52,Yes,No,Unemployed,Rural,Bachelor,1673416800
35,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Disabled,6167c825-a541-4a1d-bd01-72e0d57d5e9a,no_churn,0.014154675,0,no_churn,-0.018867131912275,-0.0025339055307995,0.0292214095032431,0.0207788623827582,0.0701465735281181,-0.103172836447256,0.0957102328566907,-0.0603093561892092,Female,38,No,Yes,Employed,Urban,College,1673416800
7,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,503a6a33-211a-49d7-a508-2300170618a2,no_churn,0.24435884,0,no_churn,-0.0689597591154324,0.0546179931507049,0.0207091780953214,-0.082557358777758,0.0171178409622552,0.0880215622476225,0.0566539784853557,-0.0402962512761405,Female,31,No,No,Unemployed,Suburban,College,1673416800
40,No,No phone service,High Speed,Expired,One year,100hrs+,Disabled,3cc04ed3-f591-4533-855e-6a02ef10ae72,no_churn,0.05358859,0,no_churn,-0.0237861598218933,0.0304442679968724,0.0036942512948394,-0.038209999371229,-0.0382166496294894,-0.192917956469551,0.027485861555433,-0.0175197688231492,Female,62,Yes,No,Unemployed,Suburban,Bachelor,1673416800
30,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,5206daba-1360-4f66-af09-6211cbee19a9,churn,0.098542936,0,no_churn,-0.0953037234210614,-0.0086194038180474,-0.0012590108043877,-0.0646187850637716,-0.095254124138537,0.0390144903164582,0.0060814449715417,-0.0290670406639901,Male,78,No,Yes,Disabled,Suburban,High School or Below,1673416800
13,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,602d0f2a-055f-40c0-93fe-ce1362093f74,churn,0.20556496,0,no_churn,0.0233644691226163,-0.0114173562545147,0.0420225111617946,-0.0403413805367927,-0.060632385146273,0.0799945052390648,0.0853422415907516,-0.0656920885954696,Female,27,Yes,No,Employed,Rural,High School or Below,1673416800
16,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,3f1d64f0-9d62-4ff4-9c90-641d5e29ab03,no_churn,0.23081186,1,churn,0.140726900001418,-0.0024738065583005,-0.012650391267125,-0.0438950137398387,0.0180038360540311,0.100286355326316,0.0106647672258259,-0.0071649821927076,Female,63,No,No,Employed,Suburban,Bachelor,1673416800
1,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,f01bf3c6-2014-40a9-8fbd-9984351e1ca0,no_churn,0.35971537,0,no_churn,0.212381826603769,0.106935583123504,0.0373480583016498,-0.0115876957389446,-0.0251311521842762,0.15849374376281,-0.0284609405608807,-0.0069572197996694,Female,75,Yes,No,Disabled,Urban,Bachelor,1673416800
29,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,3eaf0d6b-f4a7-49c2-bdbb-a0955a25ef20,no_churn,0.07583121,0,no_churn,-0.0990515786617197,-0.0114764556369664,-0.0272785569143525,-0.0507977645518076,-0.0848390795461091,0.0330274854098024,0.0193993635661718,-0.0280095656153389,Male,33,Yes,Yes,Unemployed,Suburban,High School or Below,1673416800
72,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,da6155f5-3d7c-42a4-9d3c-d37d18624fe4,no_churn,0.03714696,0,no_churn,-0.149523863066412,-0.0159010462136711,0.0045735253498503,-0.024246841820169,-0.0465420050838247,0.039512629034923,0.0099898067159017,-0.0218883579598514,Female,77,No,No,Employed,Suburban,Master,1673416800
6,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,9df0c2cf-ef73-4c9f-a134-ac86c0bcb4db,no_churn,0.018397756,0,no_churn,0.0188126849250329,0.0380896234937154,-0.0009758100936323,-0.0241749791310258,-0.0424746910000294,0.0782141812485133,0.0180717094137708,-0.0262555353390507,Female,48,No,No,Employed,Suburban,College,1673416800
37,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,2968ebf3-a95d-4b9d-b0da-7a8de11ebf4e,no_churn,0.013550672,0,no_churn,-0.0324609658904501,-0.0032763931772933,-0.0043601367017436,-0.063421344095077,0.0164969089921669,-0.171369318683251,0.0077478290990393,-0.008382731649126,Female,70,Yes,No,Retired,Suburban,Bachelor,1673416800
17,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,36905b06-eb70-4da6-982e-bf388d843b28,no_churn,0.2524544,0,no_churn,0.117665935609284,-0.0031855309387538,-0.0023586301632258,-0.0378035977919717,-0.0393444712008749,0.0792054078629098,-0.0408124764033073,0.0110238806712641,Female,36,No,Yes,Unemployed,Suburban,Bachelor,1673416800
26,Yes,No,Medium Speed,In_Store_Support,One year,100hrs+,Disabled,afb25e02-012a-4257-8add-69a1e7a87a78,no_churn,0.055246457,0,no_churn,-0.0865189817388909,-0.0040745577897905,-0.0172944135501438,-0.0342675784805942,-0.0781629096854521,-0.05022276891832,0.0250578338999548,-0.0235427751740598,Female,42,No,No,Employed,Suburban,College,1673416800
57,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,4ef915c1-9206-49db-834e-a28eb4e3462b,no_churn,0.10569399,0,no_churn,-0.0893639546426857,-0.0120731858731232,-0.0256137392351411,-0.0736810707509266,-0.0717538912244708,0.0294856880685438,0.0194694184610307,-0.0254954174741305,Male,77,Yes,Yes,Medical Leave,Urban,Bachelor,1673416800
27,Yes,No,High Speed,Expired,One year,100hrs+,Active,1c48f290-3ec6-4f82-876a-c125dd52ff1f,no_churn,0.17240667,0,no_churn,-0.0532379360623781,-0.0006965213390867,0.0030749699066836,-0.0205855119442821,0.0213358072545816,0.0320290199508417,0.0839189496793915,0.0651350771541365,Male,49,No,No,Employed,Suburban,High School or Below,1673416800
71,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,39512acd-e5e6-4896-b861-2989c4773be2,no_churn,0.009321274,0,no_churn,-0.140831159901099,-0.0131378332725398,0.0163897361834187,-0.0226826693737302,-0.0491984027282251,0.0277887401125826,-0.011252907600583,0.0438983443728011,Male,32,No,No,Unemployed,Suburban,Bachelor,1673416800
69,Yes,No,High Speed,Expired,Two year,<80hrs,Active,fdc8304c-9dde-4d98-a1a2-f0dbcf0ce8f2,no_churn,0.13336626,0,no_churn,-0.0710159111769462,-0.0038921765642226,-0.0216651291733887,-0.0369513804054531,-0.0264768574542813,-0.132765436482232,8.50940381587861e-05,0.0236556447503244,Male,56,Yes,No,Employed,Suburban,Master,1673416800
41,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,537757a1-eeae-4910-a8c3-14d54cc6b417,no_churn,0.14997725,0,no_churn,-0.107036329917755,-0.0084899448721262,-0.0614818149822531,-0.0539073758921222,-0.0413289826969594,0.0153705398292549,-0.0036634817473714,0.0215112376604884,Male,64,No,Yes,Unemployed,Suburban,High School or Below,1673416800
70,Yes,Yes,Medium Speed,In_Store_Support,Two year,<80hrs,Active,af526b25-729a-4eb1-aa46-a75b30f27e7c,no_churn,0.090349846,0,no_churn,-0.0729337586849214,-0.0025530448273639,0.0038237670600119,-0.0369814670363575,-0.0318205746339026,-0.140205395761031,-0.0125396193282813,0.0241839398604452,Male,23,Yes,No,Employed,Suburban,Bachelor,1673416800
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,109c9715-e6cc-4951-aafb-08a51c2e5ba4,no_churn,0.0065143256999999,0,no_churn,-0.104440735506078,-0.0041742859861096,0.0107042358360467,-0.0307203365161058,-0.022538635369674,-0.170352851279713,0.0233168453563484,0.0291796112186239,Male,23,No,No,Unemployed,Suburban,Bachelor,1673416800
66,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,f3cfd4ef-ff5e-43b8-8943-a53c6daa4ea8,no_churn,0.13022104,0,no_churn,-0.160169925292657,-0.0023891207260385,0.017326101608196,0.0184358063753279,-0.0776613385881409,-0.0862270953023744,-0.0049005447195122,0.0265599648394709,Female,36,Yes,No,Unemployed,Rural,Bachelor,1673416800
60,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,69e18110-8e03-4900-b8cd-bf0fe829c7c9,churn,0.08245055,0,no_churn,-0.204934355698788,-0.0094384650221036,-0.0047856188263176,0.0219167711357022,0.0126497978205134,0.0009217682845974,-0.0063304763122368,0.0209744263718676,Female,35,No,Yes,Medical Leave,Suburban,High School or Below,1673416800
41,Yes,Yes,Fiber optic,In_Store_Support,One year,100hrs+,Active,1cc11a2f-496a-4e0f-9d26-6dffe04cd666,no_churn,0.339814,1,churn,0.0043315017308759,-0.0001159571133393,-0.0099000995603637,0.0566010047965755,-0.0279267871112369,0.0180938695794247,0.0331321464691609,0.0434248385316459,Female,51,No,No,Unemployed,Suburban,College,1673416800
29,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,d3b99e70-216a-47f5-8748-ba21912cf5e8,no_churn,0.32131013,0,no_churn,-0.130696349492873,-0.0108939526549693,-0.116275604181101,0.0486020564261889,-0.0295083755721134,0.0222381747484905,-0.0031087450782069,0.0039499752997471,Female,20,No,No,Unemployed,Suburban,College,1673416800
20,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,bd5aefae-5338-4ead-b4b9-20e3ae7bfb0a,no_churn,0.3228453,0,no_churn,-0.0916733187874342,-0.0128905089294858,-0.0422316502032481,0.0636627172389125,-0.149974365562412,0.0424399101226117,0.0346311811283158,0.0570098863248676,Male,36,Yes,Yes,Unemployed,Suburban,Bachelor,1673416800
40,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,941a77c4-0f20-4388-bc1c-b38e762b41ca,no_churn,0.26669636,1,churn,0.0130903858493366,0.0018317123473389,0.0474126596417772,0.20070862378443,0.173490564697404,-0.0016227534711833,0.0756484916510453,0.100414177045332,Female,53,Yes,Yes,Employed,Rural,Bachelor,1673416800
64,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,c2d02da6-be32-4246-8a7a-d3ae9e65d32b,no_churn,0.21197306,0,no_churn,-0.171403149205621,-0.0077597781482472,0.0579721623864861,0.0533871722088588,0.0651739583568724,0.055568440545403,0.051969509171522,0.046065534619338,Male,34,Yes,No,Employed,Suburban,College,1673416800
54,Yes,No,Fiber optic,Expired,One year,100hrs+,Active,a9319836-b0e5-4739-ad33-37c417793e1a,no_churn,0.3079802,1,churn,-0.165724776100215,-0.0026191753780585,-0.0334656521566648,0.0593604606293956,0.0308791100205417,-0.0344706110275365,0.006024040693228,0.0509904523691147,Female,77,No,Yes,Employed,Urban,High School or Below,1673416800
27,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,bb2c660d-7d34-4cdc-b60a-ef5aff42b9a6,no_churn,0.21408279,0,no_churn,-0.038465539636627,-0.0034651148093507,0.0897514034705091,0.1583597012891,-0.0134930656160122,0.0990309212112242,0.0319349774414558,-0.0388222891312943,Female,42,Yes,Yes,Employed,Suburban,High School or Below,1673416800
18,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,381fedf7-0573-48a3-a7a4-a9cecdcaa514,no_churn,0.20612964,0,no_churn,-0.166755558433997,-0.011049299141996,-0.126433771126904,0.0736641089713703,0.0429069543701189,0.0368029599028159,-0.013820886135727,-0.0393406579371367,Female,28,Yes,Yes,Employed,Suburban,Bachelor,1673416800
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Disabled,892dca71-f6ba-45db-a5dc-b0c5f334479f,no_churn,0.0092690769999999,0,no_churn,-0.156384276182894,-0.0046693081058492,0.0145350436017452,0.0445826280338224,-0.0678820373842745,0.0453045977598731,0.0355678482639632,-0.0260806476239577,Male,40,No,Yes,Unemployed,Suburban,College,1673416800
63,Yes,Yes,Fiber optic,Expired,One year,0hrs,Disabled,0d0f4785-9d21-49b6-bf5d-4d5684d57306,no_churn,0.046139274,0,no_churn,-0.143010573348438,-0.0038604177049091,0.0105903311345355,0.0452154440945923,0.0076170958767579,-0.117242638885518,-0.0394747006191209,-0.0288606942049409,Female,29,No,No,Employed,Suburban,College,1673416800
23,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,a9e0ed2e-4e02-411c-800b-a304b531a994,churn,0.2997715,1,churn,-0.197713449867415,-0.0075567661614695,-0.0490670232824959,0.0754205562121205,0.0407268592770924,0.0367071333420062,0.0009437091129348,-0.0079276433691484,Female,57,No,Yes,Unemployed,Suburban,High School or Below,1673416800
68,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Disabled,67c180f2-2f4d-4581-89ea-9ec055168357,no_churn,0.0287767089999999,0,no_churn,-0.147414346880414,-0.0029862263870563,0.0045265489599023,0.0533559833275103,-0.0134272601800148,-0.128252981997684,-0.001368328149565,-0.0234595420233017,Male,23,No,No,Unemployed,Urban,Master,1673416800
3,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,85e3db93-e928-4348-ac23-0311912b0f24,no_churn,0.29039398,0,no_churn,0.172033376341183,-0.0058208699542956,-0.068353598722274,0.133775507114124,0.003715637884652,0.121461369798644,0.0763680658641487,-0.0333297666184262,Female,60,No,No,Employed,Suburban,Bachelor,1673416800
59,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,18f9e887-6a7b-49de-b11b-4e3cf243e5ad,no_churn,0.17515211,1,churn,-0.207398604572936,-0.0044305486943812,0.0228506474059258,-0.0030619290414733,0.0058481012047923,0.0565851985610561,0.0316447673350239,-0.0367304475122455,Female,67,No,No,Unemployed,Suburban,Doctor,1673416800
51,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,852da8a2-9823-4aba-8908-13d7f6085c79,no_churn,0.05632124,0,no_churn,-0.117591117528755,-0.0026701175487869,0.0023441654597172,0.0662273412624563,-0.0534416349562889,-0.108995527826182,0.0244883565559121,-0.0243876176463527,Female,31,No,Yes,Employed,Urban,Doctor,1673416800
70,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Active,285c05a9-77f3-40b1-8f0d-ae618b87dbf9,no_churn,0.058405552,0,no_churn,-0.161384426467994,-0.0041563182057507,0.0098100279311574,-0.0083792737525163,-0.0346519745979821,0.0470084667497758,-0.0260878122807025,0.0638151578996439,Female,41,No,Yes,Employed,Suburban,College,1673416800
72,Yes,Yes,High Speed,Phone_Support,Two year,100hrs+,Active,d27d692a-c8fd-44a3-81e9-ec01bcebf3b7,no_churn,0.01516117,0,no_churn,-0.131927824367622,-0.002705616943449,-0.0031849147491811,-0.0098542559896395,0.0309120137295758,-0.232194252193613,0.034760285325101,0.0451684132165064,Male,74,No,Yes,Employed,Urban,Bachelor,1673416800
8,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,1c2dcc49-bd5a-4a30-9174-2070edac9daf,no_churn,0.244306,0,no_churn,0.0109691246222791,-0.0168613182580884,-0.116931200622275,-0.0275763327465938,-0.121185375511559,0.0125223840627768,0.0159554095808744,0.0142716331935116,Male,64,No,No,Unemployed,Rural,Bachelor,1673416800
55,Yes,No,Low Speed,Expired,One year,<80hrs,Active,3e7db49a-cf6a-4190-b7ff-c79497f6f0bb,no_churn,0.09719252,0,no_churn,-0.0947158232251968,-0.006421805669488,-0.0185385309291632,-0.0844197854267349,-0.0595257255469096,-0.0446201685238793,0.0205097486690647,0.0387059366748508,Male,28,Yes,No,Employed,Urban,Master,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,dc0cd2dc-85a5-4a39-8f09-84a8af1d6b1f,no_churn,0.6943614,0,no_churn,0.181782807418876,-0.0114568083470658,-0.0795403349828848,-0.0150731693184752,-0.0929022086141685,0.0654949515586122,-0.025357067337627,0.0114780612071263,Male,60,No,Yes,Employed,Urban,High School or Below,1673416800
5,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Active,63012939-81c9-4c41-afc0-fbd8886c8d57,no_churn,0.50380623,0,no_churn,0.0702920477445513,-0.069292692815361,-0.0572562094651357,0.0298585569334272,-0.0572079351867887,0.0856538198164162,-0.0008215864566955,0.0380811795161753,Male,77,No,No,Employed,Suburban,Bachelor,1673416800
18,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,235c0e39-0c79-4e64-b8bf-108b508e63a1,no_churn,0.243671,0,no_churn,0.133231291146185,-0.0057300747833141,0.0254181403147868,0.0856005399796504,-0.0040062134986874,0.101800372512898,0.16100058586635,0.0936592202067731,Female,60,No,No,Employed,Suburban,Bachelor,1673416800
54,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,46acc64e-af00-4723-8b74-aced25883bd6,no_churn,0.019979116,0,no_churn,-0.124495222250061,-0.0135257979354537,0.0407635444929746,-0.0657324379938836,-0.0410873029352842,0.0182742227433936,0.0326350254311364,0.0441418176244042,Female,76,No,Yes,Disabled,Suburban,Bachelor,1673416800
49,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,14ba8e36-d890-4391-a87f-5c32eeebccab,no_churn,0.17097631,1,churn,-0.12991517421432,0.0393951887318144,0.0233912853516358,-0.0075242283986335,-0.0345754871055851,0.0824556804326312,0.0010093442281959,0.0467372422670632,Male,72,Yes,No,Employed,Suburban,High School or Below,1673416800
41,Yes,Yes,Medium Speed,Expired,One year,100hrs+,Active,0dc1b89a-8156-48dd-92ae-44ea378e8d44,no_churn,0.13331212,0,no_churn,-0.074077273117291,-0.0046409193591534,0.0058482519225617,-0.132179709435732,-0.0317533792102403,-0.0607841552493482,0.0399326015205952,0.050128430518489,Male,68,No,No,Employed,Urban,Bachelor,1673416800
48,Yes,Yes,Medium Speed,In_Store_Support,One year,100hrs+,Active,33673813-54f1-4f3b-9cef-4db204ec49f2,no_churn,0.123171926,0,no_churn,-0.0533671151806174,-0.0017185401247115,0.030882427796032,-0.0303054955817788,-0.0460305630010225,-0.0441104131560132,0.0300990995471511,0.045524449919776,Female,55,Yes,No,Employed,Suburban,College,1673416800
53,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,ff6a1a82-6b60-40f4-8038-295979675886,no_churn,0.09969352,0,no_churn,-0.0571971317620045,-0.0118207245938174,-0.0102953943953798,-0.056650748470729,-0.0905738724003913,-0.0473309260461519,0.0407239021309806,0.0445592199380325,Male,24,No,No,Employed,Urban,Doctor,1673416800
72,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,fb2749c3-332c-4dab-b76f-10adade61366,no_churn,0.0021820767,0,no_churn,-0.09026106227019,-0.0069948148491312,-0.0149417078261012,-0.0311317985756386,-0.0153053978615298,-0.109139517014955,0.0117723032598405,-0.0130241576988191,Male,26,No,No,Unemployed,Suburban,Master,1673416800
11,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,f0efd7b3-1145-4681-b8e5-5cbe814ce559,no_churn,0.03092198,0,no_churn,0.0531030210519202,-0.0006353671402757,-0.0054764838131359,-0.0339276171835445,0.0353210503273294,-0.0439274281921461,0.0963023519150556,-0.0497856757878344,Female,77,No,No,Employed,Suburban,Master,1673416800
41,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,1c75f130-96a9-4453-b168-eff56a9a9c08,no_churn,0.021085324,0,no_churn,-0.102437573199368,-0.0118252913592732,-0.0286695749591308,-0.0718168724347288,-0.0354996895229669,0.0286275754996677,-0.0247280441808834,-0.0226766820094053,Female,29,No,Yes,Retired,Suburban,Bachelor,1673416800
9,No,No phone service,Low Speed,In_Store_Support,Month-to-month,0hrs,Disabled,2e70360a-aa94-495b-afb1-c3c849f59441,no_churn,0.42505032,1,churn,0.0058606464663716,0.0730214916453587,0.0202966880736357,-0.0063896506326636,-0.113432436394878,0.0277589732200431,-0.0209299175045907,-0.0252119432406652,Female,54,No,No,Unemployed,Rural,College,1673416800
66,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,6a7d7db2-c27e-45e0-a5cf-faa90befe9a2,no_churn,0.0057645136999999,0,no_churn,-0.0409007654388278,-0.0046699914642886,-0.0245325840089844,-0.0382413101193787,-0.0284613646722027,-0.12685220999706,0.0154983454840476,-0.0208662708314022,Male,43,No,Yes,Unemployed,Suburban,Master,1673416800
61,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,cb974318-6e58-40c5-a33f-892520563618,no_churn,0.0054767806999999,0,no_churn,-0.0635401860386264,-0.0050539752435361,0.0040367101536321,-0.0970713252157293,0.0085231117458351,-0.0935630055844558,-0.0104608106310115,-0.0118966711144275,Male,67,Yes,Yes,Unemployed,Suburban,Bachelor,1673416800
4,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,d831e7d8-895d-495f-bdc9-749aa14fa259,no_churn,0.30602616,0,no_churn,0.0546827475447025,-0.0069700324862787,-0.106506881625401,-0.129002655933191,-0.0053846206562229,0.0680226902927916,-0.0313996050559762,-0.0590972610077187,Male,45,No,No,Employed,Rural,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,fab83850-47fc-484c-a712-6391092a4a11,no_churn,0.27510998,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,38,No,Yes,Unemployed,Suburban,College,1673416800
10,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,07b0dd86-1874-4cf2-b394-b761c821823e,no_churn,0.010411896,0,no_churn,0.0108351602210768,-0.0035290540955065,0.017738302297148,-0.0333309857550375,0.0402463897641155,-0.184816993637342,0.0678730703047767,-0.0415420430898575,Female,35,No,Yes,Employed,Rural,High School or Below,1673416800
47,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,a6e022b5-97ed-4c87-a07e-09ab667acb5a,no_churn,0.008746368,0,no_churn,-0.100686716661803,-0.0044787572939094,-0.0443898433615322,-0.0950832693897064,0.0469438849432663,0.0512134183140915,0.0504934551213045,-0.0463716563842899,Female,64,No,Yes,Employed,Urban,High School or Below,1673416800
15,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,d1790beb-609f-49db-8103-f0705392cace,no_churn,0.22963035,1,churn,0.169750643457428,-0.0031631759529409,0.0099754316214239,0.0075276766661409,0.0730170013449787,0.112088125808223,-0.0079337731212035,-0.0164309292644793,Female,41,No,No,Employed,Suburban,College,1673416800
33,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,3701a145-ab17-4f69-9a6c-b50a5f11b8b9,no_churn,0.020460123,0,no_churn,-0.0702365642402037,-0.0055872691126933,-0.0292407849407391,-0.0632923647325787,-0.0874586056228872,0.0308588442663494,0.0215080635033336,-0.0255774714043855,Female,28,Yes,No,Unemployed,Suburban,College,1673416800
27,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,f76a8e57-d1ca-450c-bcb2-82f206295a25,no_churn,0.11855486,0,no_churn,-0.0910159662145679,-0.0082783641743662,0.0066395866895072,-0.0933143515344227,-0.0700850984531644,0.0411572891983451,0.0127593574916045,-0.0268886048261401,Male,70,No,No,Employed,Rural,High School or Below,1673416800
4,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,b80f309b-98bb-4467-b327-a14fba9d97c0,no_churn,0.3608144,0,no_churn,0.0656481340425489,-0.0104783117928673,-0.091880331773973,-0.118584784751611,-0.0434066324362265,0.0476591875542726,0.0044010721185077,-0.024455441850705,Male,75,Yes,Yes,Employed,Urban,Bachelor,1673416800
35,Yes,Yes,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,7011fa63-21a8-435e-bfe4-6c38a61cf9a4,no_churn,0.06272218,0,no_churn,-0.0530144643227549,-0.0050742471201556,0.0272291723875332,-0.0382245540563599,0.0533036627734736,0.0686488357413554,0.0774357406535773,-0.053774737870367,Female,80,Yes,Yes,Employed,Rural,Bachelor,1673416800
1,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,8d0ff41c-3571-4912-9d0f-2c5c16e6c117,churn,0.79411,1,churn,0.19693904956227,0.0829109134371447,0.023202949698807,-0.0103156785162173,-0.0604815982047057,0.147907489837544,-0.0204207870284244,-0.0069572197996694,Female,70,No,No,Retired,Suburban,Bachelor,1673416800
50,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,9751c6e9-2745-48cf-ba7c-9964c2027c89,no_churn,0.058860417,0,no_churn,0.0065971558270575,-0.0011193448857011,0.0943024408573728,0.0068871658420721,-0.0439768966141491,0.0851432378502067,-0.017284153415585,0.0067575781897539,Female,40,No,No,Unemployed,Suburban,College,1673416800
35,Yes,Yes,High Speed,Expired,One year,100hrs+,Disabled,b6d9b28f-7d26-446e-9606-c6c073870abd,no_churn,0.0309014229999999,0,no_churn,-0.0456801132632426,0.0002892702965982,0.0451836092233497,-0.0143781894280618,-0.0112805704702259,-0.003135896853073,0.0041592824387589,-0.0041835438364068,Male,43,Yes,Yes,Disabled,Suburban,College,1673416800
72,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,5b7188fe-9321-4348-87a7-e3e8fb59aed0,no_churn,0.0026711992,0,no_churn,-0.165574881723364,-0.0085924198789689,0.0049633563452698,-0.0453467833607555,-0.0110642316404391,0.0363198209322945,-0.0021673299524536,-0.0275636838851414,Female,33,No,Yes,Employed,Suburban,High School or Below,1673416800
25,Yes,Yes,Low Speed,Expired,Month-to-month,0hrs,Disabled,6b3291e8-3be9-4ad0-b566-ec00acd73a90,no_churn,0.24619304,0,no_churn,-0.0530931760014573,-0.0071766873761953,0.0036100630785767,-0.131133468814533,-0.0162906368387302,0.0198170983739873,-0.0326449943529405,-0.0421143483987816,Male,35,No,Yes,Medical Leave,Urban,Bachelor,1673416800
1,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,3271cf3f-5d62-4b0d-9628-fff093a3b707,no_churn,0.5052571,0,no_churn,0.19693904956227,0.0829109134371447,0.023202949698807,-0.0103156785162173,-0.0604815982047057,0.147907489837544,-0.0204207870284244,-0.0069572197996694,Male,23,No,Yes,Medical Leave,Suburban,College,1673416800
10,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,59d2a47b-60cf-40ec-a36a-15a02f637727,no_churn,0.0896823259999999,0,no_churn,-0.0327525741085446,-0.0123503174638244,-0.0099323770019327,-0.137281060966679,0.0085427345335483,0.0494414652471823,-0.0384151655005553,-0.0624626168176018,Male,59,No,Yes,Unemployed,Suburban,Doctor,1673416800
44,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Disabled,200ab540-3b50-47fe-85cd-fc1a23f9ac74,no_churn,0.038046192,0,no_churn,-0.0781866835671007,-0.0040736689459117,-0.0248035612126113,-0.0354924130084327,-0.0026253669959442,-0.115430259512123,0.0431027915343565,-0.0215169911842713,Male,21,No,Yes,Employed,Urban,Bachelor,1673416800
61,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,dd6bff16-f48f-44cc-8536-60fcb5b2fd5f,no_churn,0.09010255,0,no_churn,-0.0383190460358218,0.140788843500786,0.0682449689455916,0.0337040543527109,0.0669821114020214,0.133882064426825,0.0254613401134702,-0.0097704831592,Male,75,No,No,Employed,Suburban,High School or Below,1673416800
43,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,8eaeb159-89d8-439e-99a5-65b1e379c822,no_churn,0.08706142,0,no_churn,-0.0632773945884037,-0.0063360526816541,-0.0205221834523217,-0.0297893358566761,-0.0682102570715324,0.0448950355453598,-0.0189567046880256,-0.0268292590148121,Female,41,Yes,No,Medical Leave,Urban,High School or Below,1673416800
30,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,e5239d8b-ba69-488d-9db4-dc4db7b7a3a2,no_churn,0.028005682,0,no_churn,-0.0454493694749635,-0.0058537759327737,-0.0158763537920003,-0.0365795974397588,-0.0328588102762296,-0.124841813413041,0.0165784981006527,-0.0141449299964369,Female,56,Yes,Yes,Employed,Suburban,Bachelor,1673416800
42,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,367209a1-ec3e-43f3-8de0-24fd00a6e1bc,no_churn,0.0625916999999999,0,no_churn,-0.0580055208001067,-0.0064315421259743,-0.0387647550101519,-0.0898535355990952,-0.0741246967120514,0.0429129025829206,0.0181560900141721,-0.0279150942893829,Male,30,No,Yes,Medical Leave,Rural,High School or Below,1673416800
41,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,013be0e6-3e44-400c-8c42-362e7d9eef52,no_churn,0.06167566,0,no_churn,-0.0715146537741111,-0.0026113248999899,-0.0144439301094462,-0.0511564284190535,-0.0192548927426651,-0.0361117316400122,0.0462390721489282,-0.0401722630725908,Female,50,No,Yes,Unemployed,Suburban,Bachelor,1673416800
21,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,cfe6311f-2ec9-46ea-aa9b-b847cb167e17,churn,0.10801684,0,no_churn,-0.0634143266057617,-0.0113993557287176,-0.0836866322632613,-0.0790515255842183,-0.0388393769135291,0.0397033593375636,0.0084584452544913,-0.0207967389718032,Female,62,No,Yes,Employed,Suburban,Bachelor,1673416800
22,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,92160a55-64f4-4160-ace0-a4d5c327bb83,no_churn,0.3762708,1,churn,0.0972393402004308,-0.0030560912903456,0.110077200812411,0.0087487732435511,0.0407943537147639,0.105849907188995,-0.028360821008282,0.0086811911232689,Female,51,No,No,Medical Leave,Suburban,Master,1673416800
28,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,46442206-8ae5-44a9-8379-d7d688f9a7ea,no_churn,0.13702537,0,no_churn,-0.111025497228038,-0.00626673942068,-0.0270032482812894,-0.031947780983246,-0.0665013101023032,0.0451981798919223,0.052112918945877,-0.0335926741980438,Female,54,No,No,Unemployed,Rural,High School or Below,1673416800
10,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,90bd17e3-2649-498a-a315-b4b66b4b8695,no_churn,0.0946966259999999,0,no_churn,0.0045826414093244,-0.0097670165520685,-0.014713541730216,-0.0480751254174538,-0.086102990931522,0.0532190752679343,0.0066575264455332,-0.0164562544498585,Female,79,No,No,Employed,Suburban,High School or Below,1673416800
19,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,2f943b98-6492-475a-b8a9-1b66110a44a0,no_churn,0.038352493,0,no_churn,-0.0183576520800488,-0.0069104906093525,-0.0361904516381491,-0.0837604549386287,0.0722250638430614,0.0556139257909762,0.0696126883809029,-0.0662587796361731,Male,36,No,No,Employed,Suburban,College,1673416800
9,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,5a922411-feed-4aab-a8f1-a7660589772c,no_churn,0.091919385,0,no_churn,0.103655735675284,-0.0090405804332112,0.0082089610911862,-0.0780606607697973,0.0227036588907321,0.0749229917433876,-0.0433136897438453,0.0033216806934797,Female,20,No,Yes,Employed,Urban,Bachelor,1673416800
1,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2d69008c-4aca-4959-bdb0-d567402a89c1,no_churn,0.62016493,0,no_churn,0.246409498345456,-0.012075063353368,-0.0180460140570812,-0.0518301355876428,0.030844190502421,0.12929807757514,-0.0314155017660414,-0.0493450700086214,Female,53,Yes,Yes,Employed,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,54989e2f-46c5-4dff-a02f-a16df968e06d,churn,0.72452754,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,54,Yes,Yes,Employed,Urban,Bachelor,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,60abf579-eb46-4def-abf8-1087e27db9ce,no_churn,0.35472044,1,churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,70,No,No,Employed,Suburban,High School or Below,1673416800
5,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,0066510f-12eb-4b77-82c4-bea1bffc7665,no_churn,0.20866147,0,no_churn,0.135377543430332,-0.0026558289902641,-0.0245626760019604,-0.058988818468988,-0.0391852180599289,0.0681141875599405,0.0856302114752452,-0.0527319292430911,Female,60,No,Yes,Unemployed,Suburban,College,1673416800
53,Yes,No,High Speed,Expired,One year,0hrs,Disabled,b1da2303-4c12-46df-80fc-b19115bdf984,no_churn,0.041772366,0,no_churn,-0.0608627145698574,-0.0040997923108443,-0.0174796638428051,-0.0184823335875444,-0.0834087101457407,-0.0495887479417888,-0.0126381822923121,-0.022466006819659,Male,32,Yes,Yes,Disabled,Rural,High School or Below,1673416800
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,6ec1afc2-bdb6-48ec-85c5-90022f01c8f3,no_churn,0.0027800866,0,no_churn,-0.0840154916522624,-0.0031749780936388,-0.0448879050316554,-0.0087417113336141,-0.0242523568233082,0.0590876999702686,0.036717556402873,-0.0322589632301515,Male,25,No,No,Disabled,Urban,High School or Below,1673416800
9,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,ddccab6d-7c78-4b0a-90b2-2537420d3ce1,no_churn,0.33632237,1,churn,0.165857102413393,-0.0009874405623486,0.0354287704504622,-0.0468449474414956,0.0992153726936521,0.110502091403168,-0.0059476132078634,-0.0319798319422989,Female,48,No,No,Unemployed,Rural,College,1673416800
18,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,20e8cd4c-fe81-47f7-a298-d377372e7dd5,no_churn,0.056687217,0,no_churn,-0.0589237820527705,-0.0157907088207139,-0.0491805252551876,-0.0603289906838108,-0.0907361513039541,0.0357883996610326,0.0296762237467919,-0.0295306163097848,Male,49,No,Yes,Unemployed,Suburban,College,1673416800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,da6845e9-7df9-4345-9ff5-bd204b5b6428,no_churn,0.35557786,0,no_churn,0.233980022663127,-0.0095187490040552,-0.0210400871378351,-0.0232038591150558,-0.0363945814097496,0.115152829209192,0.0298049119531697,-0.0311485331219591,Female,55,No,Yes,Unemployed,Suburban,College,1673416800
1,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,3d999931-c406-41dd-9496-371b8bd78dbe,no_churn,0.37505037,0,no_churn,0.213726928437554,-0.0155755538924131,-0.0846574146980128,-0.134447263797547,-0.0810223043626774,0.0896207830795174,0.0250453236959037,-0.0200200053045136,Female,53,No,Yes,Medical Leave,Suburban,College,1673416800
19,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,b5274c25-ad7e-47fa-8811-647927a1f45a,no_churn,0.18633331,0,no_churn,-0.0521877966209285,0.0472819915021045,0.0034987243070918,-0.0182430587898306,-0.0122194857878366,0.0713144982797257,0.0763415405012074,-0.0548125603524658,Female,25,No,No,Employed,Suburban,High School or Below,1673416800
60,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,e325b183-22ac-4154-afea-92cb9324a80e,no_churn,0.010056674,0,no_churn,-0.10626706078956,-0.0116431540978737,-0.0253261743684379,-0.0508908546659313,-0.0820493183694088,0.0261994797077932,0.0126016474193602,-0.0216507169825217,Female,39,No,No,Unemployed,Suburban,College,1673416800
2,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,d155497c-734d-4655-b2fa-b1d18da84d41,no_churn,0.6685263,1,churn,0.238558694351577,0.138081847076382,0.0586663273663816,-0.0112033884242782,0.0057171216613278,0.163913671131795,0.0312198008667746,-0.0204881542187286,Male,37,Yes,No,Employed,Suburban,Bachelor,1673416800
22,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,2354de1c-28e7-416d-a32e-23bdb73595f2,no_churn,0.13064031,1,churn,-0.0434909122517183,-0.0080801101587167,-0.0516608969823118,-0.0219483368007968,-0.0890158571826941,0.0245339649275229,0.0282105746948764,-0.0199079091410931,Male,34,No,No,Unemployed,Suburban,College,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,78dc47be-6906-437e-931c-73a7fc3d3744,no_churn,0.33980775,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,54,Yes,Yes,Employed,Suburban,Master,1673416800
1,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,6bc5494b-78c3-49f0-9dc5-c38428bb8903,no_churn,0.8308625,1,churn,0.292794219255929,0.123531542331939,0.0444221003041548,-0.0245874535513758,0.0464006845075346,0.162537330947725,0.0566999094356833,-0.0272530490882491,Male,72,No,No,Employed,Rural,Bachelor,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,8fe6b53a-73a2-4202-94d2-aa83d4376aac,no_churn,0.70399684,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,77,No,No,Retired,Suburban,College,1673416800
1,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,99333429-49b7-4847-a39e-f73a54061c20,no_churn,0.73153913,1,churn,0.215075340038056,-0.0101761662048556,0.0343180436909278,-0.0731344919267121,-0.028324128450622,0.115744734775162,0.0474542767296407,-0.0432127503946685,Male,28,No,Yes,Unemployed,Suburban,Bachelor,1673416800
41,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,506ed88f-80a3-4351-bd54-1d8315cf2e64,no_churn,0.028489733,0,no_churn,0.039145821916818,-0.0045360810074089,0.0030421117043624,0.0579052109233543,0.0243495971891388,0.0672097887556356,-0.0062766647206262,0.0001340683981925,Male,80,No,Yes,Employed,Suburban,College,1673416800
67,Yes,Yes,Low Speed,Expired,Two year,0hrs,Disabled,e03415f9-13c5-4525-a924-c3423d59fe98,no_churn,0.0052352496,0,no_churn,-0.0536317892881379,-0.0029465991484903,0.0045805910201124,-0.0279084440155975,0.000398883308444,-0.106133943880923,-0.0184761552065083,-0.0649086959634587,Female,67,No,No,Employed,Urban,High School or Below,1673416800
3,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,2c47744b-3817-4d79-b96b-1285f459a0a2,no_churn,0.15582639,0,no_churn,0.0865695604485608,-0.0132601143903229,-0.0693687205296373,-0.0896763896526317,-0.068190593627105,0.0552095637962065,-0.0275763850435396,-0.0175563023868107,Male,68,No,Yes,Unemployed,Suburban,Bachelor,1673416800
7,No,No phone service,Low Speed,Web_Chat_Support,One year,0hrs,Disabled,82939e79-3c8e-4b70-8343-985f682067d4,no_churn,0.1489824,0,no_churn,0.105665006053678,0.0191148191442971,0.0135515598441634,0.0999166516571313,0.0407244572056697,-0.0408249589048409,-0.0103479415506626,-0.0084924056027921,Female,34,No,Yes,Employed,Suburban,High School or Below,1673416800
16,Yes,No,Medium Speed,Web_Chat_Support,Two year,100hrs+,Disabled,2e2a8044-0149-4e3a-9560-23268a29640a,no_churn,0.010161674,0,no_churn,0.0088575439906617,-0.0030467110416793,-0.0088076561625712,-0.0179549354946357,0.0478694034151158,-0.163920731516537,0.0635828877679159,-0.0396059530443926,Male,54,No,Yes,Unemployed,Suburban,College,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,90369afc-773a-4f3f-b0c3-f094bb3e71be,no_churn,0.58967096,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,44,No,Yes,Unemployed,Suburban,College,1673416800
2,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,5a76d284-78d5-4f74-806e-c94221dd32c3,no_churn,0.15921727,0,no_churn,0.0992624541228542,-0.014437049131593,-0.0771136252661381,-0.175074546992219,-0.0767243609741672,0.0324626738551523,0.0198693850810013,-0.0202894034477867,Male,23,Yes,No,Employed,Suburban,High School or Below,1673416800
38,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,54557ad2-c5f1-4d27-b818-13bfe50d6c80,no_churn,0.3120134,0,no_churn,-0.0736860682954466,0.0321276680001847,0.0149605648529677,-0.148332638882493,-0.0301385081796706,0.0544285793756171,0.0163512633736263,-0.0147370120337291,Female,61,No,No,Employed,Suburban,Bachelor,1673416800
5,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,bd027b5b-be7a-4ac8-8298-f9410691a969,churn,0.3676286,1,churn,0.136630238368189,-0.0017913823664639,-0.0220535905808083,-0.0028403366082329,0.0461170060471522,0.0924032215924035,0.0728884838403701,-0.0408365968215366,Male,62,No,Yes,Unemployed,Rural,College,1673416800
72,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,5987a1c3-d759-4e79-85c4-15df3066ff91,no_churn,0.00378433,0,no_churn,-0.111262770360222,-0.0106854881971594,0.0071642945148551,-0.054872422549638,-0.0108033487697912,0.0532468687544496,0.0503959223752144,-0.0422092069258724,Male,73,No,Yes,Employed,Suburban,Doctor,1673416800
25,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,e779d10f-793c-4f75-af6e-d9d0407be96d,no_churn,0.01252174,0,no_churn,-0.0194117449369196,-0.0037795034714872,-0.0493626428389552,-0.0429451977245571,-0.0174406232874025,-0.0943405247647979,-0.0063804866345572,-0.0053654276445377,Female,65,Yes,No,Medical Leave,Urban,Bachelor,1673416800
4,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,17bbfc3d-8293-4ca6-bc75-9218cb756818,no_churn,0.09882491,0,no_churn,0.0546827475447025,-0.0069700324862787,-0.106506881625401,-0.129002655933191,-0.0053846206562229,0.0680226902927916,-0.0313996050559762,-0.0590972610077187,Male,37,Yes,Yes,Employed,Suburban,Bachelor,1673416800
1,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,88dca475-6327-458f-988e-8a53a0fcd0e7,no_churn,0.7224806,1,churn,0.325740391278682,0.0819006472573755,0.0463895956038732,0.015392326490205,0.0444457982293533,0.184560600536911,0.0578127248153759,-0.0252682326189915,Male,54,No,No,Employed,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,3d95d679-7e45-4254-946c-3b11607ca7d9,no_churn,0.20369294,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,74,No,Yes,Employed,Suburban,Bachelor,1673416800
21,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,62309160-00e6-4940-b57c-ee077b082eb8,churn,0.013350097,0,no_churn,-0.0141058671167229,-0.0075166931313469,-0.0337617254123506,-0.0138289768294089,0.0647736009284562,0.0721264619542489,0.130673975638292,-0.0685535925292788,Male,42,No,Yes,Employed,Suburban,Bachelor,1673416800
16,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,923bd275-d539-49a3-b5ce-3a07be5c1017,no_churn,0.16007654,0,no_churn,0.213694126338469,0.0029410523810656,0.0365936551672348,-0.0119275229177765,0.0783274029956191,0.128506498988454,-0.0004030433190109,0.0099837509890676,Male,72,No,Yes,Employed,Urban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,4f60da0d-f93c-4767-a0f9-8de970b25e36,no_churn,0.7751544,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,44,No,No,Unemployed,Suburban,Bachelor,1673416800
6,Yes,No,High Speed,Web_Chat_Support,Two year,100hrs+,Disabled,b64676c4-4bb1-48f9-9e21-0c9d35155bb6,no_churn,0.014876278,0,no_churn,0.0107679663526505,-0.0025317832660221,-0.005542099711638,-0.0185756432808739,0.0420617290404879,-0.17035733978415,0.0581035128256371,-0.0329524943381693,Female,30,Yes,Yes,Employed,Suburban,College,1673416800
26,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,3b00e2f3-13cc-4f38-b2e1-98cb9374af4c,no_churn,0.019686658,0,no_churn,-0.0790285999646675,-0.0066318238110034,-0.0289178506319331,-0.0330080510936022,0.0081392309310285,0.0400674881672421,-0.0207370371211618,-0.0205761732566679,Male,44,No,No,Employed,Suburban,High School or Below,1673416800
1,No,No phone service,Medium Speed,Expired,Month-to-month,0hrs,Disabled,1b14b066-2032-4250-a5c5-5a0ecdf3939e,no_churn,0.48808047,0,no_churn,0.128363807891683,-0.0236287944835294,-0.0267051895803706,-0.168768695149311,-0.0699260166646126,0.107523593770202,-0.0416304030548008,-0.0382227048704316,Female,40,No,No,Unemployed,Rural,Master,1673416800
9,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,9e7e6b18-41e6-4c4d-9ccd-cc6295143fd6,no_churn,0.26371056,0,no_churn,0.0096016954018341,-0.0187420811292759,-0.0501400688322792,-0.188208937034196,-0.0364076168997416,0.0446627583317058,-0.0087648341734529,-0.0210270672748629,Male,64,No,No,Employed,Rural,Bachelor,1673416800
53,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,859f33a6-c71c-45bf-a9d4-cd44dde6720c,no_churn,0.00820634,0,no_churn,-0.0412861837956415,-0.002793878425291,-0.0050078707001057,-0.0661548474493611,-0.0289559945588644,-0.080018095802684,0.0303919402161363,-0.0152012217537776,Female,26,Yes,Yes,Unemployed,Suburban,Bachelor,1673416800
18,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,4a6926c5-5371-49fc-bb89-fa36db804a64,no_churn,0.21075507,0,no_churn,-0.0895749420015272,-0.0144706456172934,-0.0605282824190544,-0.057334567694761,-0.0524118467286279,0.0210894736307,0.0092830840650003,-0.0250784248926447,Male,28,No,Yes,Unemployed,Rural,College,1673416800
4,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,79347db4-17cd-4f7f-a225-04558094ad85,no_churn,0.43174782,0,no_churn,0.0982864344590029,-0.0384883684565465,-0.0197915659892987,-0.0842399221362984,0.0326761561553121,0.0920285711357564,0.0834559986867316,-0.0466201206458572,Female,49,No,Yes,Employed,Suburban,Doctor,1673416800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,f2deb616-d40e-4db4-93d6-e9e13fd4a3b3,no_churn,0.48794988,1,churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Female,33,No,Yes,Employed,Suburban,Master,1673416800
64,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,ead950b0-db39-44f9-8c36-214f07bfc3b1,no_churn,0.09113345,0,no_churn,-0.126910443279539,-0.0140872603829848,-0.0296633143104372,-0.0403954888403859,-0.096081192193451,0.02954572523975,0.0100161264690905,0.0185496949073603,Male,23,No,Yes,Employed,Urban,College,1673416800
58,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,eca61100-e189-4b26-954a-968d52c42c43,no_churn,0.30123863,1,churn,-0.140727430897477,-0.0040256769260849,0.0233717114439605,-0.02613010372801,-0.0183429461346713,-0.0608875664030711,0.0407860183763841,0.0469298420712402,Female,47,No,No,Employed,Rural,College,1673416800
45,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,1469a022-aab6-43a2-835b-738ee0ac48fa,no_churn,0.058229707,0,no_churn,-0.113069202538536,-0.0033729895146007,0.0062424792434012,-0.041198359822838,-0.0392263426001227,-0.112112617926359,0.0119166212781237,0.0217942588997721,Male,52,No,Yes,Employed,Suburban,Bachelor,1673416800
37,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,ce3cb61c-c853-4056-9c51-ddac4ec02c23,no_churn,0.15324879,0,no_churn,-0.0907364073412827,-0.008929729457559,-0.0519022294169917,-0.0451377830684214,-0.0029887188946486,0.0386595404242871,-0.0326727435683096,-0.0553180790554688,Female,58,No,No,Employed,Suburban,Bachelor,1673416800
22,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,71587490-044a-447c-b768-90d5d9ebfdfd,no_churn,0.552813,0,no_churn,-0.042429647836484,-0.0110474398723999,0.0512182575195902,-0.0565414639921891,-0.100027465183507,0.0597025172689882,-0.003005842461489,0.0331049316663484,Female,31,No,Yes,Employed,Rural,High School or Below,1673416800
53,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7aee60a9-1347-418e-8b03-cab782450da6,no_churn,0.27102572,0,no_churn,-0.130382781815742,-0.0010341775956112,0.0499282431353276,0.0048117977810215,0.0529946574390851,0.112241997565325,0.0794569970805423,0.102957117670212,Female,49,Yes,No,Employed,Suburban,Bachelor,1673416800
72,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1b5ae893-49bd-4494-963e-a5d1779d31c7,no_churn,0.00907673,0,no_churn,-0.159075405417939,-0.0017740596263547,-0.0083132158409762,-0.108442969370758,0.0347572215600121,0.0805662973099242,0.0512232601223558,0.0818660530114357,Male,49,No,No,Employed,Rural,College,1673416800
9,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,6b2874c7-84a4-4bf1-8020-90666d1a34e4,no_churn,0.6120553,0,no_churn,0.220406772983515,-0.0075912612317551,-0.0390056680567977,0.0563062063533743,0.122390044525855,0.096398213846769,0.0696416973692066,0.0457611840144818,Male,42,No,No,Retired,Suburban,Bachelor,1673416800
68,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,0618f0fd-8fec-4724-8fe6-ffb8d72ba93f,no_churn,0.2677795,1,churn,-0.133931806735072,-0.0033787266957006,0.0175954891822311,0.0401958902725891,0.089580379737963,0.09761592878187,0.017001418490272,0.0651286131312463,Male,70,No,No,Employed,Suburban,College,1673416800
13,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,9a54788e-3331-4c69-aa54-b79aa66319be,no_churn,0.6743356,0,no_churn,-0.0151065339796423,-0.0063887421007893,-0.107020765869706,-0.127461726277465,0.0299620481965757,0.0732639308887883,-0.0302724742718055,0.0806647767755748,Male,40,Yes,Yes,Employed,Urban,Master,1673416800
12,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,50c07869-9c31-4b18-b0eb-69d5528597c9,no_churn,0.69212544,0,no_churn,0.0968109410469787,0.0002055841490437,0.098493178819499,0.0798425985772519,0.0768925321661481,0.166956661191925,0.0901510290261285,0.091621331303977,Male,66,No,No,Unemployed,Suburban,Doctor,1673416800
57,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,af9d93cc-a89e-4c4d-bba1-e1b1e0de2861,no_churn,0.4211726,0,no_churn,-0.135437604520466,-0.004857167875125,0.0794338655684441,0.0696306239554178,-0.0138305752293308,0.0867634019169963,0.0843515190265497,0.0849197870851821,Female,26,No,Yes,Employed,Urban,Bachelor,1673416800
7,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,6b18850f-60e3-44cc-8425-0b8458a61162,no_churn,0.89277846,1,churn,0.051227128985447,-0.0009579086556186,-0.0553288762064858,-0.0091118579510748,-0.120387034107243,0.0842585097695518,0.0372320804210357,0.0640418036838946,Male,70,No,No,Unemployed,Suburban,College,1673416800
22,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,beb85410-dece-4c93-8d1b-48372a8d90cc,no_churn,0.6046604,1,churn,-0.0274669915194817,-0.0024352154456937,0.0887459324544715,0.0636728920190444,0.0823343766937796,0.093103746277502,0.0767620284003896,0.0562570881770625,Female,45,No,No,Unemployed,Suburban,High School or Below,1673416800
33,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,fa6525f9-728c-425b-9eaf-8ddfe8e9edcc,no_churn,0.4642173,0,no_churn,-0.0938241983665648,-0.0030765047118438,0.0299062376208985,-0.0745904987522908,-0.119810236839112,0.0530129584760379,0.0482745618385433,0.0494148634789053,Female,37,Yes,Yes,Employed,Suburban,College,1673416800
51,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,bd353e25-d4ab-4137-ae47-765c2adba448,churn,0.48917326,0,no_churn,-0.133398188436531,-0.0094564907702806,-0.0522740475252248,-0.0210690520115531,-0.110443652203176,0.0282366256185014,0.0121050429422939,0.0272736102328781,Male,34,No,No,Employed,Rural,College,1673416800
68,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,ef0549cc-833a-459a-882c-f3df3828a69c,no_churn,0.10294248,0,no_churn,-0.0783887776182746,-0.0037469553895061,0.0126930088190511,-0.0326548016582182,-0.0244088763294803,-0.163137992536631,-0.0100243490636876,0.0306425912669601,Female,29,No,No,Medical Leave,Rural,High School or Below,1673416800
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,8acb647c-0cc7-4a82-a8eb-8b54d124cb6f,no_churn,0.51589936,0,no_churn,0.026527940913711,-0.0136582411151175,-0.0245949269878838,-0.094159296305288,-0.0734252554792328,0.0519458352781475,-0.0363944480733516,0.0347322413830897,Female,60,No,Yes,Unemployed,Rural,College,1673416800
53,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,f1fb9074-985d-41a9-a31a-44b75c82dd99,no_churn,0.64297754,1,churn,-0.171465071975817,-0.0046632608953586,-0.0124554786768203,0.0719070561381249,-0.132135269319488,0.0142041245531163,0.0130477992399164,0.0325339487574456,Female,53,No,No,Employed,Urban,Master,1673416800
60,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,76d8b239-129c-49b6-8e8a-829460be2d96,no_churn,0.16014226,0,no_churn,-0.204934355698788,-0.0094384650221036,-0.0047856188263176,0.0219167711357022,0.0126497978205134,0.0009217682845974,-0.0063304763122368,0.0209744263718676,Female,24,No,No,Employed,Suburban,Master,1673416800
57,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,8455617a-d37a-4d07-9c8b-beff215f4454,no_churn,0.45727682,1,churn,-0.16143374794221,-0.0108358090490582,-0.0187253334524211,-0.0026267011955951,-0.0462395763517724,0.0128845620157244,0.0373194580468361,0.0336309962419727,Male,26,Yes,Yes,Employed,Rural,College,1673416800
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,5f07de3d-7203-400c-b294-f9a9adfa7113,no_churn,0.60951763,1,churn,-0.125291032864743,-0.0025768482189414,0.0310539612321736,-0.0220225499428306,-0.0288423560932915,0.0670596605419814,-0.106032653235898,-0.0123743397549878,Male,57,No,No,Unemployed,Suburban,Master,1673416800
6,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,52499839-aa6e-4296-9d34-4be5f3adc17d,no_churn,0.8474753,1,churn,0.0227792975137572,-0.0017858371953116,-0.0269966855001621,0.0825277661089057,-0.069963870133015,0.061130234647253,-0.0117652120381217,-0.044951848450396,Female,77,Yes,No,Employed,Urban,Bachelor,1673416800
63,Yes,No,Fiber optic,Expired,Two year,100hrs+,Active,adc540de-99cd-45b7-99d0-111aad64b84d,no_churn,0.0341986529999999,0,no_churn,-0.136827827208363,-0.0036271949443471,-0.0507422519961255,0.025571201221719,-0.0022185151131452,-0.109702553426541,0.0022978583672738,0.0062231314081145,Female,58,No,No,Employed,Urban,College,1673416800
5,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,2d9c3745-cae6-4b8d-9b89-a6aa4406ad4b,no_churn,0.6971025,0,no_churn,0.109782582391908,-0.0008356156310765,0.0055400507838567,-0.023049383272164,-0.0825192809787313,0.040109440477936,-0.0318256590151941,-0.031894950505939,Male,50,No,Yes,Employed,Suburban,Bachelor,1673416800
46,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,8d81a417-026d-45b1-af4a-1582da56a0e9,churn,0.63285434,0,no_churn,-0.214877860027364,-0.0027101696388854,0.0210093626348771,-0.0542386668425388,-0.0243017645775853,0.0601272086490644,0.0249538632896565,0.0310118711905306,Female,59,No,No,Employed,Suburban,Master,1673416800
34,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<50hrs,Active,c70fab96-0900-41c0-9f22-c792d31e9a70,no_churn,0.23063639,0,no_churn,-0.217283237395195,-0.0025713174005795,0.0280950626640969,-0.106336659289627,0.0039962953740359,0.0480350186650684,-0.0106417784591303,-0.0123195372892587,Female,77,Yes,Yes,Medical Leave,Urban,Bachelor,1673416800
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,418e2240-3fac-4fa2-a7c7-3a36df2f5af6,churn,0.42405343,1,churn,-0.118620655132108,-0.0048349927816707,-0.107237096709032,-0.02138479129404,0.0541527979734746,0.05500632890642,-0.0193732354491476,0.0320750186440636,Female,74,Yes,No,Employed,Suburban,Bachelor,1673416800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,2e29da5a-1664-4f56-b007-3444db35c143,no_churn,0.87442034,0,no_churn,0.363995879395179,-0.0037728619591962,-0.0236816899332552,0.0507036315296409,0.0442751950484671,0.15723718632531,0.0982711783510785,0.0439453350126495,Male,21,No,No,Retired,Suburban,High School or Below,1673416800
5,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,90868a94-8fb0-4787-be69-22a1e229ea72,no_churn,0.85469455,1,churn,0.156586454180469,-0.0025242836970392,0.113279976769554,0.0152575843747763,0.0642152770327538,0.138337302623358,0.0940616684076849,0.0183789272238027,Female,59,No,Yes,Employed,Suburban,Master,1673416800
3,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,1deb199d-1e8c-4055-8fcc-335609ab945d,no_churn,0.8210146,1,churn,0.222816745299651,-0.0046640380538337,-0.0540965578294162,0.153041491660806,0.0338462087918742,0.125707484518698,0.0766069887020967,0.0661877525070485,Male,55,Yes,Yes,Employed,Urban,High School or Below,1673416800
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,468a2190-ff6b-475c-b096-ea0dabc1d076,no_churn,0.23719114,0,no_churn,-0.0343338912030276,-0.002515880005958,0.111929494106771,0.113801255418748,0.0803658534970145,0.0748255753811008,0.0192466234427774,0.0576548202676713,Female,25,No,No,Unemployed,Suburban,High School or Below,1673416800
10,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,18311556-b2fa-4285-a68e-237095759a68,no_churn,0.375592,0,no_churn,-0.0054282924205745,-0.0063060571992537,-0.122160037048188,-0.0863553696856615,-0.0135464152424174,0.062715613692435,-0.0733302148503207,-0.0079487123384205,Female,68,No,No,Unemployed,Suburban,College,1673416800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5dbe5d18-03a1-4024-af9c-910c4c2275b0,no_churn,0.48812035,0,no_churn,0.0898703326505892,-0.0056386873248266,0.0120893172442993,-0.014434947900936,0.01079633334366,0.0714135072355566,-0.00305810382255,0.0509361024266581,Female,61,Yes,No,Employed,Suburban,High School or Below,1673416800
6,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,71d1ba07-d3a6-42aa-8a0e-ce3fe22cf4d6,no_churn,0.68712854,1,churn,0.0375439417535471,-0.0044114444944716,-0.0271780449263496,0.0241000016794896,-0.142971465421815,0.0225174740114016,-0.0520572370396621,-0.0765693761726834,Male,62,No,No,Employed,Suburban,High School or Below,1673416800
51,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,5694c1e2-1cf6-4f48-8284-35f1c066247f,no_churn,0.27709046,0,no_churn,-0.140812675332436,-0.0024464457427529,-0.0089940375841433,0.0776936212022519,-0.047547937347972,-0.0911896413285831,0.0283638347720352,0.0342404627027826,Male,38,No,No,Employed,Urban,Bachelor,1673416800
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d11be19d-2ed8-4426-b095-7dc8d313ef45,no_churn,0.54976463,1,churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Female,56,No,No,Employed,Suburban,Bachelor,1673416800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,2d72f592-7203-4854-8c90-678804027131,no_churn,0.85448897,0,no_churn,0.279085206070313,-0.0061026834836593,0.0236762027614804,0.16561276335975,0.0433981196444619,0.157234247770934,-0.0217511901653051,-0.0284668220499588,Female,35,No,Yes,Employed,Suburban,Bachelor,1673416800
63,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,9d523bae-ef81-4b3b-999c-6b1716b2fccb,no_churn,0.17817184,0,no_churn,-0.24799541561858,-0.0107808532553463,0.0025272810869682,0.0509283465923908,-0.0304534729984607,0.0080572797721924,0.001452910392968,-0.0152622281344338,Male,25,Yes,Yes,Unemployed,Suburban,College,1673416800
25,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,6c392550-8b1f-413f-8640-5caec12f3b17,churn,0.26876318,1,churn,-0.0833815493477232,-0.0079851399815925,-0.108923351849098,0.0896813105075671,-0.0033091287757088,0.037158403835383,-0.0114311754819573,-0.0033355168715934,Male,42,No,Yes,Unemployed,Suburban,High School or Below,1673416800
37,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f3e9dd41-8a22-47c2-9f95-c604f6367ce1,no_churn,0.41709933,0,no_churn,-0.110515250612352,-0.00802023684726,-0.0258786533797683,0.104728446774079,0.0060690687501937,0.0825690820064483,0.0147642820453438,-0.039760431545219,Male,67,No,No,Employed,Urban,High School or Below,1673416800
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,f4a03c14-f363-452c-8148-0fc75644b37e,no_churn,0.85786307,1,churn,0.22070915371487,-0.0060852235685342,0.0359682402411453,0.0755240932560264,-0.0424236560242388,0.123789498113583,0.0270629278583055,-0.015649788798828,Female,64,No,No,Employed,Urban,College,1673416800
55,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,979a7236-dc04-4ae5-a5d0-e34b828955df,no_churn,0.3387642,0,no_churn,-0.237630407738343,-0.0141967398072665,-0.0329473449320084,0.0562682439243963,0.0122047256871883,0.0026958271556486,-0.028804941008575,-0.026615513951101,Male,76,No,No,Medical Leave,Suburban,College,1673416800
17,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,042714be-22a7-4d17-9e0a-89f4a1d2d2f2,no_churn,0.5146497,0,no_churn,0.123856062082941,-0.0018477949427324,-0.0478142203778224,0.126845815955458,0.0628455631326505,0.0952333559620638,-0.0087092657100038,0.0002613061342708,Male,29,No,No,Unemployed,Suburban,High School or Below,1673416800
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,efdc1f4b-ed19-462f-90ee-e069846ae887,no_churn,0.24682511,0,no_churn,-0.128073973505807,-0.0028579272659953,0.0769238455091317,0.0509276729559132,0.0540637896705175,0.0897479771350435,0.0287376756753246,-0.0246536317013033,Female,20,Yes,No,Unemployed,Rural,High School or Below,1673416800
20,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,6e171e65-6887-4e16-aef7-f4d7c97dc173,no_churn,0.43794268,0,no_churn,0.0235225029266348,-0.0035108046120876,0.105271251094728,0.164393460006304,0.049915603338004,0.107350781109717,-0.0469407609731342,0.0026384850094473,Male,39,Yes,Yes,Employed,Rural,Doctor,1673416800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,6be05664-adbf-4a14-ab3f-bfd33e9a8959,no_churn,0.71421427,1,churn,0.236828058960073,-0.0066962266764676,-0.0365875964271344,0.0800460194198785,0.0255461856949659,0.136174306926287,0.0826665832134131,-0.0406434693588653,Female,21,No,No,Employed,Suburban,Master,1673416800
25,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,3b681fba-9ea1-488a-8789-20f16218c1bb,no_churn,0.2367669,1,churn,-0.084319085521256,-0.005082094372974,-0.0929680792323597,0.10780117525348,0.0027005998587446,0.0475674235502265,-0.0110334250700907,-0.0033355168715934,Male,50,No,No,Unemployed,Suburban,Bachelor,1673416800
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,f92fb31f-ab44-4c50-8f5a-a0907893b7c9,no_churn,0.3014857,1,churn,-0.0907214938007428,-0.0015225398103393,0.0751182425653405,0.0213439118672977,0.026060389256454,0.0676238678498475,-0.0002790172196546,-0.0142699133863334,Male,49,No,No,Disabled,Suburban,College,1673416800
10,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,fb5c6e2c-c447-4fdc-858a-32aa7fcc431d,no_churn,0.5874275,0,no_churn,0.0835191988677434,-0.0064984811675094,0.0561524047077273,0.145498663155176,0.0443888930858429,0.102054225930769,-0.030115032397025,0.008418423615185,Female,31,No,No,Employed,Urban,College,1673416800
18,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,6f252872-a1bc-4aae-aedd-9065e7b08fb5,churn,0.29648387,0,no_churn,-0.0665092540053046,-0.0070164731899603,-0.035192492721635,0.050408414739486,0.0397941321827056,0.0778301147620368,0.10587553100846,-0.0662161196719898,Female,28,No,No,Employed,Suburban,Bachelor,1673416800
20,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,77814c3b-3caa-43f8-baf4-fb757b47a955,no_churn,0.60721266,1,churn,0.0597105070640736,0.0004300315655018,0.140066680446889,0.208777388168964,0.113279724842869,0.120470044202675,-0.0076425673627272,-0.0141179581634787,Male,59,No,No,Unemployed,Suburban,College,1673416800
13,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,671184bc-bbdd-4427-aa54-472f43fdc51b,no_churn,0.49951535,1,churn,0.0332936248768601,-0.0040658072478072,0.0340061577204687,0.0461720021264318,0.0387189537614995,0.095330044303314,-0.0609923799112766,0.0035422859293885,Female,25,No,Yes,Employed,Suburban,Bachelor,1673416800
17,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,830325ba-98e0-44c6-8429-917e39bc8f15,no_churn,0.2479437,1,churn,0.0390311002269209,-0.0043263436713095,-0.0001104258002214,0.145114152480019,0.0334459217134826,0.103452986683251,-0.0443401792345093,0.0187066377606424,Female,30,No,No,Employed,Suburban,High School or Below,1673416800
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4f26dead-bd1f-4989-9ac9-39034a61b079,no_churn,0.588655,0,no_churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Female,37,No,No,Employed,Urban,Bachelor,1673416800
5,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,430a3965-355a-4e6e-8303-07cda232b51e,no_churn,0.65424645,1,churn,0.149374687888085,-0.0011549346186802,-0.0087405641518398,0.113467614313622,0.0521795041922268,0.0809702133320934,-0.0306867487760973,0.0175640822805144,Female,78,No,No,Unemployed,Suburban,College,1673416800
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,a8440932-1c75-4fff-87e5-e47ea7ea73a2,no_churn,0.76726085,1,churn,0.34117564532658,-0.0048932823505765,-0.0243099191901228,0.0981289615049991,0.0533948566199251,0.157543334007987,0.0613364214669172,-0.0276090504741841,Male,65,Yes,Yes,Employed,Suburban,College,1673416800
40,Yes,No,Fiber optic,Expired,One year,<80hrs,Disabled,e6536028-e41a-4a4f-9599-7a558e35c95e,no_churn,0.11032226,0,no_churn,-0.0439639946924035,-0.0009065375155478,0.0167344166736984,0.132302321176476,0.104905168947407,-0.0809118867688175,0.0845152168252389,-0.0558675183868035,Male,66,Yes,No,Employed,Urban,College,1673416800
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,65eef130-f6b0-4bd3-bc9a-781f9831d109,no_churn,0.76726085,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,74,No,No,Medical Leave,Suburban,College,1673416800
18,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ded36bc7-2d8a-4516-8154-323cdd91f063,no_churn,0.33961573,0,no_churn,-0.0969265795917635,-0.0086756771270665,-0.102251392139569,0.0937730825716789,0.0126604583309563,0.0403951435149974,0.0546728060439636,-0.0393406579371367,Male,76,Yes,Yes,Employed,Rural,College,1673416800
67,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b817f4a4-3a37-4c03-beb6-990d6fe4a585,no_churn,0.06610254,0,no_churn,-0.190821056446184,-0.0118875705881873,-0.0620985883896173,0.0414611060545212,0.0118694212362424,0.038259786495746,0.0192490844002713,-0.0250583342785466,Male,29,No,Yes,Disabled,Suburban,College,1673416800
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,7af0899d-bbcd-4e88-950e-11bff03a3619,no_churn,0.5452197,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Male,45,No,Yes,Retired,Suburban,College,1673416800
68,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,52e86d35-7444-4d11-bbeb-9d83efbdd159,no_churn,0.13672104,0,no_churn,-0.243963022473699,-0.0091100545029803,0.0013017757147281,0.0480211117639555,0.0050183546419339,0.0338951001200348,-0.000747739958474,-0.0334416778142986,Male,24,No,Yes,Unemployed,Suburban,High School or Below,1673416800
25,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,a1626893-0675-4ea2-8899-94d2a8556914,no_churn,0.2367669,1,churn,0.0291244568378624,-0.0062108235939513,-0.0803369151317474,0.0954335340514535,0.0846812176219691,0.104411073656283,0.025291889430141,-0.023787477564324,Female,47,Yes,No,Employed,Suburban,College,1673416800
16,Yes,No,Medium Speed,Expired,Two year,100hrs+,Disabled,b13c77c3-4764-4b39-bea5-8b90ba2539ef,no_churn,0.010161674,0,no_churn,0.016324495560384,-0.0040760587534168,-0.0144488727206771,-0.0707244693301027,-0.0145455773756475,-0.167936931126233,0.0247317431750889,-0.0183504805962184,Female,49,No,No,Employed,Suburban,High School or Below,1673416800
41,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,03a67d44-ec2f-4938-a516-eafbbd829704,no_churn,0.13331212,0,no_churn,-0.0793881770456164,-0.0039416964900738,0.0077402832803272,-0.0659963665129726,-0.0564350096365615,0.0617435792873675,0.0240799839851842,0.054004584697941,Female,22,No,No,Unemployed,Urban,College,1673416800
9,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,10582214-3b5e-4ae3-8071-8e2ade5eddd7,no_churn,0.42505032,1,churn,-0.0011600822047421,0.0626159528148127,0.0019946140342972,-0.0278247670607106,-0.118742912011357,0.0481681229954301,0.0211348650572381,-0.0252119432406652,Male,68,Yes,Yes,Unemployed,Suburban,College,1673416800
68,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2751143f-4497-425d-b5ed-445c641a2004,no_churn,0.2677795,1,churn,-0.133931806735072,-0.0033787266957006,0.0175954891822311,0.0401958902725891,0.089580379737963,0.09761592878187,0.017001418490272,0.0651286131312463,Female,30,No,Yes,Disabled,Rural,College,1673416800
9,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,585cf71a-c546-4cf9-98d2-987777c80cb6,churn,0.26371056,0,no_churn,0.0114112437199037,-0.0075012579987742,-0.0669878867050101,-0.0152361574548922,0.0542137943656234,0.0816244636833289,0.089164543118477,-0.0583772303896785,Male,23,No,Yes,Unemployed,Suburban,College,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,d3a33c31-c83d-4a2b-b7e4-9a76b3ed17e8,no_churn,0.7751544,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,25,No,Yes,Employed,Suburban,College,1673416800
9,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,75dbd3b0-9995-4974-b65f-6321a5f4b915,churn,0.42505032,1,churn,0.156947861292279,0.17519890810252,0.0849188410469059,-0.0028032028032112,0.112986814793267,0.138691168443111,0.0204102438175777,-0.0160434455748691,Female,64,No,No,Unemployed,Suburban,College,1673416800
53,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,f435d0d9-ec2b-4dfa-871d-bca00e28399c,no_churn,0.09969352,0,no_churn,-0.139111729783081,-0.0076715875090121,0.0223053579678799,-0.0335567828507328,-0.164680407560008,0.0342929686032857,0.0043475056360784,0.0250485208152349,Male,22,Yes,Yes,Employed,Suburban,Bachelor,1673416800
47,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d4983938-6bc2-4cea-b6a6-31c68cb16db3,no_churn,0.008746368,0,no_churn,-0.0833070819805288,-0.008216955646676,-0.0420652631985467,-0.0881866728358818,-0.0642517953184142,0.0323601476151816,0.010995259425581,-0.0263537901190193,Male,78,Yes,No,Unemployed,Suburban,College,1673416800
6,Yes,Yes,Fiber optic,Expired,Month-to-month,<50hrs,Active,c51bd953-e326-4b41-ad92-0e6983f28b30,no_churn,0.8474753,1,churn,0.0197782668028276,-0.0088113555001837,0.0366296114765827,0.0420408377039348,-0.104548971609202,0.0449331279452144,0.0002900242930491,-0.0493376962229717,Male,20,No,Yes,Retired,Suburban,Bachelor,1673416800
54,Yes,No,Low Speed,Expired,Month-to-month,<50hrs,Active,20a88512-662a-48d8-875a-edcc955a3154,no_churn,0.058881294,0,no_churn,-0.145497594859189,-0.009612597207415,-0.0785414809349458,-0.0483820865469533,-0.0761149655042027,0.0349953610362717,0.041067956652223,0.0430592559406068,Female,51,No,Yes,Employed,Suburban,College,1673416800
22,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,34868c13-54f8-4aaf-859d-cf6d10c8d7bc,no_churn,0.3762708,1,churn,0.131642019177352,-0.0002345920636025,0.0955835647987032,0.0463041421953948,0.0285218910806133,0.106628420947745,0.0032205844136115,0.0014744927816718,Male,61,Yes,Yes,Unemployed,Rural,High School or Below,1673416800
19,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,1c7bd927-7e08-4ee8-8eea-6ea05e6bdd90,no_churn,0.18633331,0,no_churn,-0.0521877966209285,0.0472819915021045,0.0034987243070918,-0.0182430587898306,-0.0122194857878366,0.0713144982797257,0.0763415405012074,-0.0548125603524658,Male,25,No,No,Unemployed,Suburban,Bachelor,1673416800
49,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,353069dc-227a-464d-be0b-b1b159d6f4ef,no_churn,0.17097631,1,churn,-0.131638476215794,0.0369819419348505,-0.0034974918647367,-0.0223860699897147,-0.0441962931370687,0.0642999780414379,0.0940920349089617,0.0573182287058966,Male,79,No,Yes,Employed,Rural,Bachelor,1673416800
41,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,18c1fd2e-ce06-4c27-8b73-b690460fd001,no_churn,0.021085324,0,no_churn,-0.0759931032968052,-0.0068354587805151,-0.0284316546095306,-0.0808995018426958,-0.0596073029095441,0.0424982121163702,0.026551716369313,-0.0338090590258434,Male,75,No,Yes,Unemployed,Rural,Master,1673416800
19,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,44dbf3af-e3c6-4a6f-85e5-1f0729ed38e1,no_churn,0.038352493,0,no_churn,-0.0673715713231013,-0.008148359042716,-0.0535974326187988,-0.0802605418482289,-0.0648378984495684,0.0201569087362531,0.0121902380279334,-0.0271574957641223,Female,53,No,No,Unemployed,Rural,Bachelor,1673416800
67,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Disabled,b867bf57-37a1-4870-aedf-c34b8eab089c,no_churn,0.0052352496,0,no_churn,0.0172536280238273,0.001853711868498,0.0397291569716799,0.0234107889586766,0.0395059123852843,-0.111500460138268,0.103296476683872,-0.0649086959634587,Male,32,No,Yes,Employed,Rural,Doctor,1673416800
38,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,acf1d095-33b8-4f1e-925f-3dbb7cb54f30,no_churn,0.103775695,1,churn,-0.03017163566421,-0.0065635744764222,-0.0230006132539892,-0.114110730501779,-0.0331847053803176,0.0413193255860642,-0.0006797826862293,0.014698898698316,Male,40,No,Yes,Employed,Urban,College,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,50ba1310-5b12-4a5e-96f8-dfc9833fd9ae,no_churn,0.48794988,1,churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,70,No,Yes,Employed,Suburban,College,1673416800
13,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,3e6884ed-b9ea-45b6-b32a-a6946ad5dcfc,no_churn,0.20556496,0,no_churn,0.0330541380110935,-0.0069738528216657,0.0358763952005392,-0.0467845188826049,-0.093000146167642,0.0754864974975043,0.0669301130222993,-0.046198107663331,Male,46,Yes,Yes,Employed,Rural,Bachelor,1673416800
68,Yes,Yes,High Speed,Expired,Two year,<80hrs,Active,3ed6fd7e-9de9-489d-9d25-7485f870ebda,churn,0.10294248,0,no_churn,-0.0783887776182746,-0.0037469553895061,0.0126930088190511,-0.0326548016582182,-0.0244088763294803,-0.163137992536631,-0.0100243490636876,0.0306425912669601,Female,41,Yes,No,Medical Leave,Suburban,High School or Below,1673416800
5,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,71874810-d90c-4b8b-9da3-32cfd34189ff,churn,0.24979512,0,no_churn,0.0752173952320163,-0.0096714343322128,-0.0584610005166086,-0.0799021793962265,-0.0646599233495862,0.0141116808027254,-0.0848057609810712,0.0403117376720911,Female,48,Yes,Yes,Employed,Urban,Bachelor,1673416800
64,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,1fbeaad9-7e50-4a24-af31-d2ade67afd3b,no_churn,0.09113345,0,no_churn,-0.137498166354344,-0.014502572164456,-0.0404580774783426,-0.0216042821437076,-0.0999275808118727,0.0193375611957162,0.0147316017377852,0.0208953646480586,Male,36,Yes,No,Medical Leave,Suburban,College,1673416800
34,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,b56d771d-bb83-4415-95ba-0491af12b655,no_churn,0.23063639,0,no_churn,-0.113360808835791,-0.0037879270866324,0.0622781175014279,0.0821797862300445,0.0578691031341895,0.0776948378561701,0.0091883535153101,0.0389123881893465,Female,64,No,Yes,Employed,Suburban,College,1673416800
53,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,8bb8e154-e74a-4b70-af33-e20a185cffd8,no_churn,0.00820634,0,no_churn,-0.0244726695444433,-0.002898491176038,-0.0894639019211126,0.0281053009068364,0.0889810386787576,0.0439688577201923,0.0839392653248614,-0.04718555029056,Male,57,Yes,No,Employed,Suburban,Master,1673416800
27,Yes,Yes,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,c60af2da-281a-4823-96fa-88222e2362d7,no_churn,0.11855486,0,no_churn,-0.0804871956261285,-0.0086609084041629,0.0166818551083997,-0.0888701771471278,0.020513244522699,0.0523288123944621,-0.062255500443689,-0.0782762846092737,Male,62,Yes,Yes,Employed,Suburban,High School or Below,1673416800
22,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,e8fa6c1c-82e2-4610-a852-cf87d4b851af,no_churn,0.552813,0,no_churn,-0.0805795686999772,-0.0045254240684334,0.0437971161983023,-0.08519944954739,-0.0179573125935439,0.0396442396718066,0.0011142343180836,0.0346800141457242,Female,36,No,No,Unemployed,Urban,Bachelor,1673416800
64,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,236241b5-2948-4b90-88fe-de3969289da9,no_churn,0.09113345,0,no_churn,-0.126910443279539,-0.0140872603829848,-0.0296633143104372,-0.0403954888403859,-0.096081192193451,0.02954572523975,0.0100161264690905,0.0185496949073603,Female,74,No,No,Unemployed,Suburban,Master,1673416800
10,Yes,No,Fiber optic,Web_Chat_Support,One year,<80hrs,Active,6766ffa2-122f-4236-bd4c-1047f38ac74c,no_churn,0.375592,0,no_churn,0.0552408544240188,-0.003052509718891,-0.002756467389272,0.0683582189310618,-0.0482376759230737,-0.20261651552556,0.0615036020264233,0.0625343420871922,Male,22,No,Yes,Employed,Suburban,Bachelor,1673416800
72,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Active,321e668e-f666-4d3b-9c63-71cd8530432e,no_churn,0.0029460771,0,no_churn,-0.206010790174155,-0.002562408568956,-0.0008118556774525,-0.0397927064243776,0.0295015011182113,-0.118720734706872,0.0268165065419725,0.0469987806085009,Male,53,No,No,Unemployed,Urban,High School or Below,1673416800
38,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Active,9c41dcca-f7eb-46a5-9d95-4fda83a36285,no_churn,0.103775695,1,churn,0.139940854233537,0.0045065310637983,0.0011604202996932,0.0062259585668107,0.0730014438988837,0.110254055847927,0.106542834573465,0.0993417629289979,Male,77,No,Yes,Employed,Suburban,College,1673416800
26,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,c801c2cd-ca6b-4dd5-9925-efef4359010c,no_churn,0.42405343,1,churn,-0.0003198409467677,-0.0024247903131799,0.0268921183213296,-0.0147860162868164,0.115267064164436,0.106008241790114,0.103185778320403,0.0705560643692115,Male,79,No,Yes,Disabled,Suburban,College,1673416800
72,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Active,9cf129e7-33ca-4a8e-9ae1-7e71fd531c0d,no_churn,0.0052132266999999,0,no_churn,-0.117924467630162,0.0606016712796622,0.0442053410523544,0.0340237061360062,-0.034852523142415,0.102857018103234,0.115579869180966,0.0564832399363194,Male,66,No,No,Employed,Suburban,College,1673416800
5,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,3d49d1ec-16cf-4b7f-8cf5-de1ae79299ff,no_churn,0.24979512,0,no_churn,0.0752173952320163,-0.0096714343322128,-0.0584610005166086,-0.0799021793962265,-0.0646599233495862,0.0141116808027254,-0.0848057609810712,0.0403117376720911,Female,34,No,Yes,Unemployed,Rural,College,1673416800
4,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,7a521181-492b-4004-9b48-4ea361733f70,no_churn,0.09882491,0,no_churn,0.0656481340425489,-0.0104783117928673,-0.091880331773973,-0.118584784751611,-0.0434066324362265,0.0476591875542726,0.0044010721185077,-0.024455441850705,Female,76,Yes,Yes,Employed,Suburban,Bachelor,1673416800
49,No,No phone service,High Speed,Expired,One year,100hrs+,Active,86772a60-fb4d-439d-8766-55094cdcce84,no_churn,0.17097631,1,churn,-0.0876006055341667,-8.84064896126802e-06,-0.0186422058990319,-0.0431117407899182,-0.0577025484814839,-0.0954404961632144,0.0145954458903725,0.0288848387371035,Male,55,No,Yes,Employed,Urban,College,1673416800
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,2fd59ac7-fc4e-4724-96bf-586e41e093b1,no_churn,0.41709933,0,no_churn,-0.0745005926590283,-0.0070035531941903,0.0806501532246784,0.0862183931796153,0.0438767743273456,0.100252287441349,0.0051602424351949,-0.0158845003328769,Male,41,No,No,Unemployed,Urban,College,1673416800
5,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,1b66ca80-9b9f-4d8c-91f7-de32dada7d9e,no_churn,0.3676286,1,churn,0.0351631761017233,-0.0068289304598329,-0.0630703301937774,-0.150572638707727,0.0153636377406473,0.0716426127430168,-0.0545153751469115,-0.067708303129857,Female,28,No,No,Employed,Suburban,High School or Below,1673416800
13,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,b8e936d8-ee6e-4d25-8f77-032c7de0eb4a,no_churn,0.20556496,0,no_churn,0.026508665689198,-0.009182532631994,0.0561634613988189,-0.000678235014011,-0.123143112109028,0.0778938248762096,0.0654077715745916,-0.0491626601964162,Female,51,No,Yes,Employed,Urban,College,1673416800
9,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,f7ab5da7-47c8-4879-b6ad-31251dd484d8,no_churn,0.26371056,0,no_churn,-0.0011454564706946,-0.0108258474156173,-0.0426984662913673,-0.0998686164985338,0.0064189302412523,0.0599421365230045,-0.0476339358221594,-0.0583772303896785,Male,80,No,No,Disabled,Suburban,College,1673416800
51,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,64adbe49-27eb-4a65-9add-d9360dcd4422,no_churn,0.27709046,0,no_churn,-0.0267510467310512,-0.0023643225102568,0.128066750526104,0.0217145181585692,0.0914819803342288,0.111268200272061,0.0430714993802575,0.0039624684530099,Female,65,No,No,Medical Leave,Suburban,Bachelor,1673416800
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,430c1fe9-cdb8-408a-9c43-62af46ed6f34,no_churn,0.03714696,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Male,40,No,No,Retired,Suburban,High School or Below,1673416800
72,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,897ecb83-4497-414e-a8da-89086af5e905,no_churn,0.004560149,0,no_churn,-0.0912177563772456,-0.0038812265070009,0.0095089991606164,-0.0430636026810952,-0.0155388340930858,-0.175716339369319,0.0220519282530494,0.0288306800459395,Male,23,No,Yes,Employed,Rural,Bachelor,1673416800
47,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,cfbccd07-9109-48f1-ab2b-1ad3648fe3b9,churn,0.008746368,0,no_churn,-0.108462307601167,-0.0061782056335869,-0.0656632238476777,-0.0576201138827855,-0.0462092037632828,0.0334437620862445,0.0202527268184894,-0.0285895855203307,Female,48,No,Yes,Disabled,Suburban,Bachelor,1673416800
68,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,c53ee796-2b6a-44e2-b5b9-7a79b3dc8afa,no_churn,0.0287767089999999,0,no_churn,-0.243767029516762,-0.0037551583860658,0.025523444733576,0.0026764608600387,0.0153389026463446,0.0387704535404873,0.0160972400264699,-0.032053321001731,Male,55,Yes,Yes,Employed,Urban,Bachelor,1673416800
10,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,17c65c66-0cca-41ca-a178-fd1efd8b20ca,no_churn,0.0896823259999999,0,no_churn,0.0095061742521647,-0.0063556217102632,0.051619690102334,-0.0685967013114577,0.0936565701505514,0.104559473088457,0.130660783953908,-0.0740765161504259,Female,67,No,Yes,Employed,Suburban,College,1673416800
72,No,No phone service,High Speed,Expired,Month-to-month,<50hrs,Active,a3399ce3-1fa5-4739-9308-c53f3f671892,no_churn,0.0052132266999999,0,no_churn,-0.206534262698165,0.0307575518362591,0.0178853059673019,-0.0029609254277693,-0.0192337602910629,0.0603748809517401,-0.0631960922761754,-0.0161188493570716,Male,20,Yes,No,Medical Leave,Suburban,Bachelor,1673416800
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,fc2be923-4c57-4f45-9335-bf51d466413c,no_churn,0.03714696,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Male,42,No,Yes,Employed,Rural,High School or Below,1673416800
59,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,254c538a-c1cb-47c2-9d46-a7f79f805631,no_churn,0.063720986,0,no_churn,-0.104567225220176,-0.0102227985825629,0.0413311856863674,-0.0453293952868625,-0.0941161873757846,0.0623056084010204,-0.008015751011153,0.0595884127047975,Male,21,No,Yes,Unemployed,Suburban,Bachelor,1673416800
71,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,f4b4b213-5f50-4532-b0ed-7029213c4d0b,no_churn,0.009321274,0,no_churn,-0.124626237906396,-0.0097768893560896,0.0361999818268032,-0.0841633236256348,-0.0590816627888671,0.0585144150329597,0.0472220127267792,0.0616855527259576,Female,50,No,No,Unemployed,Rural,Bachelor,1673416800
53,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,38971869-0b9e-4dad-bbbb-5849fc54f7e0,no_churn,0.64297754,1,churn,-0.171465071975817,-0.0046632608953586,-0.0124554786768203,0.0719070561381249,-0.132135269319488,0.0142041245531163,0.0130477992399164,0.0325339487574456,Male,69,No,Yes,Employed,Suburban,College,1673416800
35,Yes,Yes,Low Speed,Expired,Two year,0hrs,Disabled,82d819ab-ab54-47ef-a8a3-76b8026854d0,no_churn,0.014154675,0,no_churn,-0.0558586005737197,-0.0030780528548166,0.0095107980229749,-0.0363809307753945,-0.0016214691501591,-0.143750110797064,-0.0163311645439716,-0.0215166211976611,Female,77,No,No,Employed,Suburban,Master,1673416800
17,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c6ec0899-237f-453a-ac04-bad048d3e02a,no_churn,0.2479437,1,churn,0.114106375112715,-0.0001180186414057,0.0312721406383752,0.189799913745419,0.0870216894439545,0.113680422258858,0.0401430192013322,-0.0149316908060427,Male,72,No,No,Employed,Suburban,College,1673416800
45,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,95feb4a0-7699-4ae0-9499-a37817f13278,no_churn,0.058229707,0,no_churn,-0.0479504864766659,-0.0008279111286356,0.0648172468658322,0.0492179047360514,0.115631916183211,0.120267335322496,0.174042826987061,0.0557750308228605,Female,78,No,No,Unemployed,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,3c8aed36-2961-48e0-a833-100ed142bb6a,no_churn,0.58967096,0,no_churn,0.298299782483582,-0.0082118965763038,-0.0159083566080835,-0.035961474870337,0.0351314828689646,0.145386154714347,0.100961121993751,-0.0507744499034015,Female,66,No,Yes,Unemployed,Suburban,Bachelor,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,edb1b31b-662b-4dcd-9765-ff2ab5bd9d98,no_churn,0.27510998,0,no_churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,64,No,No,Unemployed,Suburban,Master,1673416800
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,bb4917ae-454f-425e-b02d-03cacd69efd0,no_churn,0.76726085,1,churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,25,Yes,Yes,Unemployed,Suburban,Bachelor,1673416800
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,b8a8a861-871d-4e1a-8330-ed6bca1fe121,no_churn,0.37505037,0,no_churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Male,48,No,Yes,Employed,Suburban,College,1673416800
58,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,c797d525-ad3e-417f-a625-58ad209eac57,no_churn,0.06346032,0,no_churn,-0.125978400099575,-0.0030974991347466,0.0407680528646415,-0.0238610060990686,-0.0538485748991297,0.0610177881257186,0.0451545054904272,0.0499856516873478,Male,55,Yes,Yes,Unemployed,Suburban,College,1673416800
54,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,c0f4b7c1-ea46-430b-96f6-f122beef2657,no_churn,0.019979116,0,no_churn,-0.124495222250061,-0.0135257979354537,0.0407635444929746,-0.0657324379938836,-0.0410873029352842,0.0182742227433936,0.0326350254311364,0.0441418176244042,Male,30,No,No,Employed,Suburban,Bachelor,1673416800
13,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,86cad6ba-fa51-481e-adc4-32abb67cced8,churn,0.1473697,0,no_churn,0.0177417395859811,-0.0164409807259471,-0.0255112606309194,-0.137232803122697,-0.0659110807050456,0.0409948076336149,0.0130116239352173,0.0443218028324736,Male,40,No,Yes,Employed,Urban,High School or Below,1673416800
48,Yes,Yes,Medium Speed,Expired,One year,100hrs+,Active,5d12649b-e77e-4243-9a8b-7690c000255b,no_churn,0.123171926,0,no_churn,-0.0988446706573631,-0.0054206375746071,0.015679519374371,-0.0721083238894789,-0.0489475663805751,-0.054477248491803,0.0315380115414518,0.0350547652744717,Male,35,No,Yes,Employed,Suburban,High School or Below,1673416800
68,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,18d8c501-d812-4603-b0fc-412797166b59,no_churn,0.01486397,0,no_churn,-0.105036001668086,-0.0108578028272495,0.0286324433871504,-0.0228524803780919,-0.0489230001272426,0.0404696221572248,0.0058484480618335,0.0486926190807844,Male,38,No,No,Unemployed,Urban,Bachelor,1673416800
22,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,f1fce464-87e6-4b4a-b587-86a172568fca,no_churn,0.6046604,1,churn,-0.0805795686999772,-0.0045254240684334,0.0437971161983023,-0.08519944954739,-0.0179573125935439,0.0396442396718066,0.0011142343180836,0.0346800141457242,Female,68,No,Yes,Employed,Suburban,High School or Below,1673416800
6,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,6c5e1f33-3b80-4cae-b5e2-92f25aba7549,no_churn,0.018397756,0,no_churn,-0.0176974014179631,0.0391287680787718,0.0001764013380261,-0.0426422212694251,-0.117782295931052,0.0529805783991105,0.0067209087201172,-0.0220537439098097,Female,48,Yes,Yes,Employed,Rural,High School or Below,1673416800
7,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,c383d8df-3167-42f3-9c91-3b3c031c79e6,no_churn,0.24435884,0,no_churn,-0.0689597591154324,0.0546179931507049,0.0207091780953214,-0.082557358777758,0.0171178409622552,0.0880215622476225,0.0566539784853557,-0.0402962512761405,Male,47,No,No,Unemployed,Suburban,College,1673416800
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,5dc82cbc-134d-4938-9486-24b7fb7da650,no_churn,0.37505037,0,no_churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Male,72,No,No,Employed,Suburban,High School or Below,1673416800
72,No,No phone service,High Speed,Expired,Two year,<50hrs,Active,e334fd14-fe95-455c-9c48-732f024a8d41,no_churn,0.0052132266999999,0,no_churn,-0.0990927829441193,0.0148336465669058,0.000810114706278,-0.0145912285282656,-0.0087937618439195,-0.176643663219843,0.0020438096861312,0.0144077133975861,Female,43,Yes,Yes,Employed,Suburban,Bachelor,1673416800
60,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6f2398d5-a7b5-4656-9ccc-37634914a61d,no_churn,0.16014226,0,no_churn,-0.275349552026191,-0.00507721884705,0.0130434295933218,-0.0433825652190398,0.0021147728395862,0.036340628985049,0.0057297617846779,0.0099355411882243,Female,58,No,Yes,Unemployed,Urban,Bachelor,1673416800
72,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,604f160f-84d7-4457-ae89-0a6ba572c3e7,no_churn,0.0029460771,0,no_churn,-0.098337479400343,3.93266680839588e-05,0.0887233424294572,0.0400282531115226,0.0017921344042952,0.102806574527458,0.116743201015979,0.109178497868616,Female,31,Yes,Yes,Unemployed,Suburban,High School or Below,1673416800
26,Yes,No,Medium Speed,Expired,One year,<80hrs,Disabled,6f5a84a5-0db0-42b8-869f-041f73220ec0,no_churn,0.055246457,0,no_churn,-0.101939250039113,-0.0044927264619036,-0.0148542587036536,-0.0403222416123571,-0.0210266947893796,-0.077315710298053,0.0202534193689098,-0.0193286886401983,Female,78,No,Yes,Unemployed,Suburban,Bachelor,1673416800
3,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,5ec58f78-3c7a-4c48-930e-ec7fe3851c89,no_churn,0.8210146,1,churn,0.0834585185432342,-0.0091643057464716,-0.0338933152285426,0.150879583537117,-0.0785247353655449,0.0505026456297764,0.0633314565902765,0.0043840027025544,Male,37,Yes,No,Employed,Rural,College,1673416800
68,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,3b5855fd-3102-4955-8a69-cb57fbe20fbb,no_churn,0.2677795,1,churn,-0.0778798466317312,-0.0021435948085127,0.0005157793633043,-0.0266025686256398,0.0910858412586458,0.0764812718749453,0.0525783838498318,0.0767877916992802,Female,28,No,No,Employed,Urban,High School or Below,1673416800
42,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,4ddeeacc-5cab-42a2-b39d-24fd15adb612,no_churn,0.0625916999999999,0,no_churn,-0.0328682942294653,-0.007411665549007,-0.014726283893633,-0.079114068854833,-0.0366229554947221,0.0469951678775578,-0.0382816204403934,-0.0169964301692471,Female,52,No,Yes,Unemployed,Suburban,Bachelor,1673416800
1,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,cef9e51b-9377-4428-88be-4f12d8ab71c0,no_churn,0.7224806,1,churn,0.274998778829822,0.0767436171694407,0.041028993098962,-0.0059732049854937,-0.0211010010724658,0.173376759530975,0.0718074577452989,-0.0301056121650981,Male,24,No,No,Employed,Suburban,Bachelor,1673416800
49,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,a02b4c37-f5ab-498b-8cbf-7896be152823,no_churn,0.3014857,1,churn,-0.042601286884801,-0.0009735509172242,0.11663563610633,0.0917480953849462,0.0723875492566639,0.0916255886381986,-0.0488361503192754,0.0186070177356305,Male,29,No,Yes,Employed,Suburban,Master,1673416800
30,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,d4f7fb23-2576-43b5-a26f-bc9199fa1b00,no_churn,0.098542936,0,no_churn,-0.127877203664484,-0.0098240271499889,-0.0021923378155042,-0.0270906222471603,-0.0820693949832639,0.0441055794541898,0.036788552377111,-0.0433666980655198,Female,33,No,No,Employed,Suburban,High School or Below,1673416800
68,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,6a3303aa-4e6b-409a-8eb4-9b8867ae4e68,churn,0.01486397,0,no_churn,-0.110156023006657,-0.0095895148208546,0.0388247016029072,-0.100233945610889,-0.0458445268870491,0.0457623198081546,0.0429984244868501,0.059212413828227,Female,54,Yes,No,Employed,Rural,College,1673416800
2,Yes,No,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,eebaff58-b8e0-4bf2-8620-733edcdbc590,no_churn,0.15921727,0,no_churn,0.180884343382895,-0.0051788490110629,-0.0207945882383501,-0.0470177871969644,0.110214179627383,0.104724141840798,0.125817268398387,-0.0549959277350717,Male,25,No,No,Employed,Suburban,College,1673416800
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,65bedf9c-9469-429c-8da0-1f61a25d7812,churn,0.76726085,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,69,No,No,Employed,Rural,High School or Below,1673416800
59,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,cce2f26b-760c-4054-b626-946c0b70df6e,no_churn,0.17515211,1,churn,-0.263122160874645,-0.0118712258736741,0.0238128185359346,0.0705609387995173,-0.0159574432707268,-0.0003617428329107,-0.0213163019600142,-0.0307710335525735,Male,43,No,Yes,Unemployed,Suburban,College,1673416800
28,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,7198c981-44fd-43e4-ac0e-5773545e337e,no_churn,0.13702537,0,no_churn,-0.111025497228038,-0.00626673942068,-0.0270032482812894,-0.031947780983246,-0.0665013101023032,0.0451981798919223,0.052112918945877,-0.0335926741980438,Female,76,No,No,Employed,Urban,Bachelor,1673416800
22,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,17374aea-419a-4be1-801f-bba292a66613,churn,0.552813,0,no_churn,-0.042429647836484,-0.0110474398723999,0.0512182575195902,-0.0565414639921891,-0.100027465183507,0.0597025172689882,-0.003005842461489,0.0331049316663484,Female,60,No,No,Employed,Urban,Bachelor,1673416800
29,Yes,No,Medium Speed,Expired,One year,<80hrs,Disabled,533fb737-5eb4-42e2-a90c-0962e9457793,no_churn,0.07583121,0,no_churn,-0.097711101684099,-0.0040488358661241,-0.0107025149403125,-0.0414087903710878,-0.028680829216355,-0.0749029893464739,0.019260520953303,-0.0208316123661643,Male,65,No,Yes,Unemployed,Suburban,Bachelor,1673416800
67,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,868059c9-10e5-4a2d-8135-bfbaf1d8ee89,no_churn,0.06610254,0,no_churn,-0.227678423645921,-0.0131518310685714,-0.0396413623013904,0.039994538459523,0.0033420225086047,0.0344402354582234,-0.0162729965894504,-0.0250583342785466,Female,72,No,Yes,Employed,Suburban,Bachelor,1673416800
69,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,6ad827b1-0a45-44a1-8f34-1085a296a487,no_churn,0.13336626,0,no_churn,-0.081433815442424,-0.0116612646115072,-0.0393074526749751,-0.0599084227945695,-0.084825696843086,0.0393017147180398,0.0137417097617162,0.0350670754978136,Female,42,No,Yes,Unemployed,Urban,College,1673416800
53,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ea40e2ac-28ea-4ebc-8e20-d66890e03645,churn,0.041772366,0,no_churn,-0.133239843491565,-0.0109258193447021,-0.0432529849922411,-0.0250869248893832,-0.0760080873208789,0.0204231243939739,0.0190784082611571,-0.0200140242429279,Male,50,No,No,Employed,Suburban,High School or Below,1673416800
33,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,91a16305-9771-48cd-a42e-9bd66126a746,no_churn,0.4642173,0,no_churn,-0.164702129621219,-0.0075988240021069,0.0235845353572858,-0.0729399393782478,-0.0986395358157642,0.0326128844777394,0.0196666282305886,0.0364902291935322,Male,28,No,Yes,Medical Leave,Suburban,Bachelor,1673416800
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,da0e08bf-2835-48d9-a514-931f110cbc10,no_churn,0.3014857,1,churn,-0.0022386281762737,-0.0013124004636665,0.139191516050782,0.0765705506447784,0.024014015299499,0.129160118854797,0.0871274335012958,-0.0444924860420633,Male,21,No,Yes,Employed,Suburban,Bachelor,1673416800
23,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,26a66225-56f1-4fe7-a5f8-f36a650ce51c,no_churn,0.2997715,1,churn,-0.197713449867415,-0.0075567661614695,-0.0490670232824959,0.0754205562121205,0.0407268592770924,0.0367071333420062,0.0009437091129348,-0.0079276433691484,Female,20,Yes,Yes,Employed,Suburban,College,1673416800
13,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,65a9e277-702a-4ad1-bb38-1f89f3b09c6b,no_churn,0.6743356,0,no_churn,0.059556488133885,-0.0143014537710769,-0.038134072656212,-0.0977675883443043,-0.0455051288184768,0.0614588181026738,-0.0198379354580356,0.055504723656868,Female,74,No,No,Employed,Rural,College,1673416800
69,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,cdec0873-8bad-4dd1-89b5-7a6042ee26e6,no_churn,0.24682511,0,no_churn,-0.156518691744841,-0.0087021778636244,0.0500308457667961,0.0632064814906152,-0.0066366369970091,0.0668527826284207,0.0655564119370592,-0.0561723082878779,Male,40,No,Yes,Employed,Suburban,Bachelor,1673416800
59,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,ad9b7ad0-98b6-4bbe-8fb3-b3d33b67abd8,no_churn,0.063720986,0,no_churn,-0.106874519618832,-0.0011458105620477,0.0815506619096231,0.0895415559759385,-0.0519666137032072,0.0948319942058515,0.0743288837898035,0.0707076999688069,Male,28,Yes,No,Unemployed,Rural,College,1673416800
46,Yes,No,High Speed,Expired,One year,<80hrs,Active,74596961-c35b-4767-afe6-4f9ed5a4ab22,churn,0.08168155,0,no_churn,-0.0972251734189421,-0.0042976377438026,-0.0076596252597119,-0.0451301252064786,-0.106936676639461,-0.0404563496129139,0.0140042481044838,0.0386751868210558,Female,71,Yes,No,Employed,Suburban,Master,1673416800
50,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,8525e828-90ff-441b-9498-f6d1756f9e04,no_churn,0.058860417,0,no_churn,0.054402163717641,0.0028922656401664,0.099660455619387,0.013992579719943,0.104483877276834,0.127386177770914,0.0483018539252498,-0.0108359947901044,Female,62,No,Yes,Unemployed,Urban,High School or Below,1673416800
66,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,4ca81f6d-41d3-422b-aea7-819418d40761,no_churn,0.0057645136999999,0,no_churn,-0.0482333013440256,-0.0103617426617711,-0.0454776260136168,-0.0141792391993294,-0.0716778825361689,0.0460169603231952,0.0144683329186773,-0.019581653269106,Female,42,No,Yes,Employed,Suburban,Master,1673416800
58,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,ed1b166a-b3ef-45b6-a8ab-eab77b8da21e,no_churn,0.30123863,1,churn,-0.140727430897477,-0.0040256769260849,0.0233717114439605,-0.02613010372801,-0.0183429461346713,-0.0608875664030711,0.0407860183763841,0.0469298420712402,Female,22,No,Yes,Unemployed,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,1f2a8201-363a-497c-b202-321ec62e7938,churn,0.48794988,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,61,No,No,Disabled,Suburban,Master,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,aa10fcdd-f646-4d5a-95be-b51f9ff50bda,churn,0.72452754,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,59,Yes,Yes,Employed,Suburban,High School or Below,1673416800
63,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,3bc68842-b8cb-436d-b6a8-ff314fe8dd7b,no_churn,0.01187725,0,no_churn,-0.119940037383349,-0.0141401155390849,-0.0287075893002474,-0.0439247976389924,-0.107825707448173,0.0323441428059777,0.0142036669831395,0.0189642849820302,Female,59,No,Yes,Unemployed,Suburban,Bachelor,1673416800
9,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,436046af-d194-4bef-8e3a-f28e3e5ca2ae,no_churn,0.26371056,0,no_churn,0.0096016954018341,-0.0187420811292759,-0.0501400688322792,-0.188208937034196,-0.0364076168997416,0.0446627583317058,-0.0087648341734529,-0.0210270672748629,Male,48,No,Yes,Medical Leave,Suburban,College,1673416800
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,9bd23838-b1ed-4dec-824e-8b221fd7fa6c,no_churn,0.17817184,0,no_churn,-0.178939875434048,-0.0033987687843,0.0666986296249706,0.0085224055087655,0.0391095285500614,0.0688829768981804,-0.0016400321714536,0.0102530583754833,Female,50,Yes,Yes,Employed,Suburban,College,1673416800
70,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Active,e0adbd44-e469-462d-ad95-8ec483674f8d,no_churn,0.05792787,0,no_churn,-0.156381037056658,0.0498864785754085,0.0325194134608682,-0.0773781273372969,0.0001203590522709,0.0722512051293051,0.0214642029816514,0.0384913545319159,Female,42,No,Yes,Employed,Rural,College,1673416800
5,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,f1c8b3b3-749f-4ba2-a433-c24b9f314c3f,no_churn,0.3676286,1,churn,0.100272617408018,-0.0042474530190156,-0.0615400472457895,-0.101589435279802,0.0526153497270206,0.0790977391865089,-0.0343960437633359,-0.0416315214316819,Male,30,No,Yes,Retired,Suburban,High School or Below,1673416800
45,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,68c37a3f-2577-44cb-a5cd-3318c2ace556,no_churn,0.058229707,0,no_churn,-0.118945108745402,-0.0048166351202053,0.0351510390578096,-0.032036229342334,-0.122761891461632,0.0629871358783293,0.0394215596392041,0.0391168352585009,Female,47,No,Yes,Unemployed,Suburban,Bachelor,1673416800
72,Yes,Yes,Low Speed,Expired,Month-to-month,0hrs,Disabled,16e05cf3-4a19-411e-aaf4-4aaf197b6553,no_churn,0.0032002556,0,no_churn,-0.14173786815214,-0.0084420415383647,-0.0028943849920506,-0.047422200298206,-0.0026720143797319,0.0382838542554964,-0.019844252068724,-0.0642972452301455,Female,76,Yes,Yes,Unemployed,Suburban,High School or Below,1673416800
72,Yes,Yes,Low Speed,Expired,Two year,100hrs+,Active,09507a03-7eb9-450a-9ba9-e1b2c4cd9617,no_churn,0.0029460771,0,no_churn,-0.111064002909879,-0.0029155486551462,0.0187820881331936,-0.0097533227319218,-0.0100303329376947,-0.228902565738335,0.0351786256839841,0.0396789070069644,Male,35,No,Yes,Employed,Suburban,High School or Below,1673416800
5,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,b65f093c-af00-4f6d-b276-768f1c12d35c,no_churn,0.20866147,0,no_churn,0.054378939260714,-0.009407522810452,-0.050743293511332,-0.10667798669574,-0.0602769082896793,0.0278641400524338,-0.0056264122808534,-0.0190304192527401,Male,25,No,No,Unemployed,Suburban,College,1673416800
5,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,25e574be-c35d-4701-bc2b-0488853f41da,churn,0.6971025,0,no_churn,0.0644345654911876,-0.0047378151366865,-0.0138712789234523,0.119296903240338,0.022762000342027,0.0412634783661633,0.0124615549866393,-0.0210597997879813,Male,50,No,Yes,Unemployed,Rural,High School or Below,1673416800
5,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,ae2a88ed-0b4b-4f12-b52e-750a84d01d6c,no_churn,0.85469455,1,churn,-0.0180127852618124,-0.0026453007287454,-0.0133333990792107,-0.0409013383440287,-0.0116803349646124,0.0298519306547859,-0.0596917411599497,-0.0642798524675163,Female,79,No,No,Unemployed,Urban,College,1673416800
35,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,0d61124a-9361-4ca8-b5fb-3f226d47be78,no_churn,0.06272218,0,no_churn,-0.070145484706486,-0.0037598343933495,0.037739696440658,-0.0308712574921946,-0.0402217567939078,0.0546959268933096,0.0046616869413719,-0.0211251287423465,Female,49,No,Yes,Employed,Suburban,High School or Below,1673416800
10,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,e3d19f34-d7ab-4d54-9cb2-a76c7e4fbab9,no_churn,0.0946966259999999,0,no_churn,-0.0077149376199849,-0.0126379934545184,-0.024300636981743,-0.0947429782394101,-0.0013274076622838,0.051339507310904,-0.0221976270382583,-0.0336242844809385,Male,20,Yes,Yes,Employed,Suburban,College,1673416800
35,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,667a450a-95b7-4381-9530-e203f06edd7c,no_churn,0.014154675,0,no_churn,-0.110086438137459,-0.0032852380840631,0.0464635186098166,0.004912165015703,-0.0311553191369966,0.0536229753421321,0.0280013208371747,-0.037499135638709,Male,53,No,Yes,Unemployed,Suburban,Master,1673416800
25,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,87c963e0-114d-4102-8e98-e30a50876ad9,no_churn,0.01252174,0,no_churn,-0.0824737419962912,-0.0127516976641891,-0.0713681993300997,-0.0678701701748741,-0.0300603330870581,0.0059369255984438,0.0092313391359766,-0.0196702738195745,Female,74,No,Yes,Unemployed,Urban,High School or Below,1673416800
47,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,ce65e6dc-5c87-4bab-a8ad-53402d2a59f7,no_churn,0.008746368,0,no_churn,-0.0320497733574302,-0.004981940638645,-0.0108154571191335,-0.046979679047763,0.0074547579703175,-0.115299417331207,-0.0274405928642954,-0.038914049891573,Male,50,No,No,Employed,Rural,Bachelor,1673416800
19,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Disabled,d75fa0e4-7b4c-4f30-9f42-6b06ab49d402,no_churn,0.18633331,0,no_churn,-0.040834601905899,0.0051615079904695,-0.0198456720684953,-0.118970408057985,0.0140105954855152,0.0534040603006906,0.072158027689893,-0.0532763282535597,Male,77,No,Yes,Employed,Urban,High School or Below,1673416800
70,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,f716ca1b-a285-4135-8cb2-fc74745c0f53,no_churn,0.090349846,0,no_churn,-0.0547904387568633,9.38293433864601e-05,0.041583660095257,-0.0098569090017554,-0.0532771589014919,0.0549143519372046,0.0563685170760072,0.055937999686248,Male,23,No,No,Unemployed,Rural,High School or Below,1673416800
37,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,2de7499c-bf43-4a09-84e9-7d22f95c7478,no_churn,0.41709933,0,no_churn,-0.0745005926590283,-0.0070035531941903,0.0806501532246784,0.0862183931796153,0.0438767743273456,0.100252287441349,0.0051602424351949,-0.0158845003328769,Male,46,Yes,Yes,Unemployed,Rural,Bachelor,1673416800
1,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,f01c64d9-2b23-4520-b808-0f517310b8fc,churn,0.5052571,0,no_churn,0.19693904956227,0.0829109134371447,0.023202949698807,-0.0103156785162173,-0.0604815982047057,0.147907489837544,-0.0204207870284244,-0.0069572197996694,Female,66,No,Yes,Employed,Suburban,College,1673416800
64,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,d3e179a5-434e-4cdc-8a8d-1ad1a439ae3a,no_churn,0.21197306,0,no_churn,-0.211447092405269,-0.0028655957639421,0.0263182475112989,0.0408094523484214,0.0418549127667756,-0.0770361599698662,0.0065838845000689,0.0450895350802966,Female,42,No,No,Unemployed,Suburban,College,1673416800
67,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Disabled,f3266543-1bd4-4ad7-8b50-03b413f77c6f,no_churn,0.06610254,0,no_churn,-0.128343390727405,-0.0031907032009257,-0.051929539036264,0.0003755396904853,-0.0006144086011227,-0.0820575411633035,0.0141894855461032,-0.0141222607639247,Female,58,No,Yes,Employed,Suburban,Doctor,1673416800
6,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,1b84d0eb-ff1b-474f-a070-bb804dda2fdd,no_churn,0.014876278,0,no_churn,0.0518988424347935,-0.0027607288014405,0.0167521509520247,-0.0534543847547502,0.0443545833118605,0.0830723015235435,0.0220378328828883,-0.0252632412307684,Female,71,No,No,Employed,Urban,Bachelor,1673416800
26,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,df045277-b6a6-4712-959a-46fe14a948e4,no_churn,0.019686658,0,no_churn,-0.0739932540554809,-0.0056676484991839,-0.0263178307321868,-0.0497831793975683,-0.0090984138998283,-0.0614025300445518,0.046264865476437,-0.0290281587831077,Female,65,No,Yes,Employed,Suburban,College,1673416800
54,Yes,No,Low Speed,Expired,Two year,100hrs+,Active,cdffd70f-e975-4224-b77e-b26ab982ba93,churn,0.058881294,0,no_churn,-0.0691306153017649,-0.0036743552010739,-0.0266567259313706,-0.0387152790152322,-0.0524344566786749,-0.0977797345506769,0.0155695966539497,0.0337954193364566,Male,55,No,No,Medical Leave,Suburban,Master,1673416800
21,Yes,No,Medium Speed,Expired,One year,100hrs+,Disabled,c84e896c-a908-429d-b21e-2cd6a243217e,no_churn,0.10801684,0,no_churn,-0.0618618046545452,-0.0074574291015142,-0.0307311233351447,-0.102777385814902,-0.0208459862602285,-0.047504301469844,0.0364233926533415,-0.0242715131621571,Male,52,No,No,Employed,Rural,Bachelor,1673416800
22,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,13747692-9394-4693-8c15-745340ad6cce,no_churn,0.3762708,1,churn,0.0972393402004308,-0.0030560912903456,0.110077200812411,0.0087487732435511,0.0407943537147639,0.105849907188995,-0.028360821008282,0.0086811911232689,Female,62,No,No,Unemployed,Urban,Bachelor,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,1b9afaca-ed84-44f8-9e3b-77a7de11680f,no_churn,0.33980775,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,40,Yes,No,Unemployed,Suburban,High School or Below,1673416800
57,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,39a6a687-9c14-4979-a14b-f455eab65a0a,no_churn,0.45727682,1,churn,-0.16143374794221,-0.0108358090490582,-0.0187253334524211,-0.0026267011955951,-0.0462395763517724,0.0128845620157244,0.0373194580468361,0.0336309962419727,Female,75,Yes,Yes,Employed,Rural,Bachelor,1673416800
13,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,650653b4-0b79-402a-93fc-6717d58811b5,no_churn,0.49951535,1,churn,0.109074314333893,-0.0077202610481617,0.0041718671735634,0.23703481422619,0.079858008715546,0.122815400087738,-0.0104720548087425,0.0102990657304144,Female,44,No,No,Unemployed,Urban,College,1673416800
35,Yes,Yes,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,aacc1c40-8524-4d4d-93c7-74dbc3b4d15f,no_churn,0.014154675,0,no_churn,-0.0871320290356197,-0.0050477893308016,0.0269747373962491,-0.0045810835914562,0.0551402606827377,0.0804412889138438,0.0935455347616152,-0.0674067525398095,Male,49,Yes,Yes,Employed,Rural,High School or Below,1673416800
4,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,89be7235-f91e-46d9-8b07-4e2fdd482757,no_churn,0.43174782,0,no_churn,0.0240763834291124,-0.0788235992350291,-0.0147856286918977,-0.05536465769213,-0.0564107817173726,0.0820038128456553,0.0162136356592327,-0.0292686478721225,Male,30,No,No,Employed,Suburban,High School or Below,1673416800
71,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,987ab5f8-eb4f-4f2a-b2eb-30b9a3e26ade,no_churn,0.009321274,0,no_churn,-0.140831159901099,-0.0131378332725398,0.0163897361834187,-0.0226826693737302,-0.0491984027282251,0.0277887401125826,-0.011252907600583,0.0438983443728011,Male,61,No,Yes,Employed,Suburban,Bachelor,1673416800
40,No,No phone service,High Speed,Expired,One year,<80hrs,Disabled,4463eaa1-837d-43ac-b674-4a4f64aa7fac,no_churn,0.05358859,0,no_churn,-0.0539579423264558,0.0318180414933613,0.0144282423084428,-0.0455400337380342,-0.0374916415568486,-0.171176705560479,0.0040018648232444,-0.0111079786979507,Female,68,No,No,Employed,Rural,College,1673416800
6,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,a0fd8c83-c053-474a-94b8-c99ea6549971,no_churn,0.018397756,0,no_churn,0.0091233072653403,0.0733337021875922,0.0345337879488351,-0.0193800071384885,-0.0164573844530741,0.0857339039237194,0.0312388610738435,-0.0338189859492422,Male,76,No,Yes,Employed,Suburban,College,1673416800
18,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,38f7ba9b-1d24-4498-b9e1-c63073edef50,no_churn,0.20612964,0,no_churn,-0.0969265795917635,-0.0086756771270665,-0.102251392139569,0.0937730825716789,0.0126604583309563,0.0403951435149974,0.0546728060439636,-0.0393406579371367,Female,47,No,No,Employed,Suburban,Bachelor,1673416800
33,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,4f240ddb-90d1-41c9-9802-1ed9c36576ae,no_churn,0.4642173,0,no_churn,-0.0938241983665648,-0.0030765047118438,0.0299062376208985,-0.0745904987522908,-0.119810236839112,0.0530129584760379,0.0482745618385433,0.0494148634789053,Female,65,Yes,Yes,Unemployed,Suburban,College,1673416800
18,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,ff9fdb7d-0603-4749-b9ce-856b3a958952,no_churn,0.243671,0,no_churn,0.133231291146185,-0.0057300747833141,0.0254181403147868,0.0856005399796504,-0.0040062134986874,0.101800372512898,0.16100058586635,0.0936592202067731,Male,32,No,Yes,Employed,Urban,High School or Below,1673416800
7,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,5914c25e-deba-4959-b4c6-e68f5f001c93,no_churn,0.24435884,0,no_churn,-0.128692442166739,-0.0041721044818041,-0.0096443498303869,-0.113927744438706,-0.0025871594340605,0.0656348395673921,-0.040730149285182,-0.0349070415631467,Female,63,No,No,Unemployed,Suburban,High School or Below,1673416800
17,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,bffe18f9-a17b-4ae3-a694-3893687791ae,no_churn,0.5146497,0,no_churn,0.0639123521694182,-0.0053357171063544,-0.0113019326330322,0.0979851564933415,0.0013011833065502,0.0901797578798414,-0.0252976104361732,0.0108942990147625,Female,60,No,No,Employed,Rural,College,1673416800
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,8e7b6492-6718-4ec2-ac05-778707649269,no_churn,0.54976463,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Female,54,No,Yes,Employed,Rural,Bachelor,1673416800
18,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,12bad0da-d1e6-470d-8292-ac24ffecba74,no_churn,0.056687217,0,no_churn,-0.0589237820527705,-0.0157907088207139,-0.0491805252551876,-0.0603289906838108,-0.0907361513039541,0.0357883996610326,0.0296762237467919,-0.0295306163097848,Male,34,Yes,Yes,Employed,Urban,College,1673416800
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,1561f85a-1ded-4502-be6d-0853256776ae,no_churn,0.60951763,1,churn,-0.0870545190781968,-0.0034788683203441,0.044274958175647,0.0623957796018294,-0.0394129720851469,0.0600120179262103,-0.0474993278757028,-0.0482632196511622,Female,38,Yes,No,Disabled,Suburban,College,1673416800
72,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,ab1a7e8e-dcbe-4d8d-af92-a7a3a1879026,no_churn,0.01946871,0,no_churn,-0.104226255749682,-0.0058795473533609,0.0099165956128035,-0.0506376004922003,-0.130272168650081,0.0445669249944148,0.0229862347646121,0.0428529991196956,Female,58,No,No,Unemployed,Rural,Master,1673416800
53,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,a9efd7ed-92c9-4d8b-8052-424787e1f81e,churn,0.09969352,0,no_churn,-0.139111729783081,-0.0076715875090121,0.0223053579678799,-0.0335567828507328,-0.164680407560008,0.0342929686032857,0.0043475056360784,0.0250485208152349,Male,38,Yes,No,Employed,Rural,Bachelor,1673416800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,e11257b3-5e4a-4c78-b436-a2ca5f053273,no_churn,0.72452754,1,churn,0.191679576125171,-0.0130906429729657,-0.0394897504288201,-0.0529959791801411,-0.0997616108185957,0.0925720995277151,-0.0442110614862303,-0.0066676314415963,Male,28,Yes,No,Disabled,Suburban,High School or Below,1673416800
13,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,0006422f-0c86-4ada-a16b-72570767409d,no_churn,0.48812035,0,no_churn,0.0898703326505892,-0.0056386873248266,0.0120893172442993,-0.014434947900936,0.01079633334366,0.0714135072355566,-0.00305810382255,0.0509361024266581,Male,60,No,Yes,Employed,Suburban,College,1673416800
1,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,ef50dea7-f5e3-4bea-90cc-308f563fa92f,churn,0.7224806,1,churn,0.19693904956227,0.0829109134371447,0.023202949698807,-0.0103156785162173,-0.0604815982047057,0.147907489837544,-0.0204207870284244,-0.0069572197996694,Male,44,No,No,Unemployed,Suburban,Bachelor,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,5ef6551e-fcfd-4961-a82a-3671dedc62f4,no_churn,0.20369294,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,22,Yes,No,Disabled,Suburban,College,1673416800
59,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,03e10754-94a2-4e79-8665-9a9816095279,no_churn,0.063720986,0,no_churn,-0.141764826682684,-0.0029854915628857,0.0850539157889761,0.0658364535705186,-0.0096965940840163,0.0892505646055178,0.0792462066229381,0.086033622266641,Male,46,No,No,Employed,Suburban,College,1673416800
1,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,d5efa973-9c0f-4e54-a1fc-2142d6bc70dc,no_churn,0.5052571,0,no_churn,0.274998778829822,0.0767436171694407,0.041028993098962,-0.0059732049854937,-0.0211010010724658,0.173376759530975,0.0718074577452989,-0.0301056121650981,Female,25,No,Yes,Unemployed,Suburban,College,1673416800
41,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Disabled,e7327b4b-23ba-464e-93a6-cbe465816af2,no_churn,0.028489733,0,no_churn,0.0266786471566865,-0.003967774530447,-0.0133746902364691,-0.0071270488399659,0.0269662650696773,-0.0695678205636613,0.0730679982014953,-0.0517017242979091,Male,78,No,No,Employed,Rural,High School or Below,1673416800
11,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,465c9c12-dea1-4ccb-94a6-362ca0f39c11,no_churn,0.13220641,0,no_churn,-0.0099026041826982,-0.0604826204834989,-0.0341587445364848,-0.0029173579343569,0.0596591565287053,0.0830488902734259,0.0634458235081228,-0.0407186932096556,Female,49,No,Yes,Disabled,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,b848297b-7711-45ea-9f61-e54df1e4841f,no_churn,0.72452754,1,churn,0.191679576125171,-0.0130906429729657,-0.0394897504288201,-0.0529959791801411,-0.0997616108185957,0.0925720995277151,-0.0442110614862303,-0.0066676314415963,Male,26,No,Yes,Unemployed,Suburban,College,1673416800
38,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,bd4ce1ce-3c9b-44b2-8a7c-e4406a285686,no_churn,0.103775695,1,churn,-0.03017163566421,-0.0065635744764222,-0.0230006132539892,-0.114110730501779,-0.0331847053803176,0.0413193255860642,-0.0006797826862293,0.014698898698316,Male,80,No,Yes,Unemployed,Suburban,College,1673416800
3,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,89a645ba-7af5-4cb3-a0c0-8ad5030d66b5,no_churn,0.8210146,1,churn,0.0910377250683086,-0.0063494720320522,-0.0520253536023119,0.0430082593218139,-0.11912428840079,0.0380123916751017,-0.018724567123354,-0.019644576346709,Male,24,No,Yes,Employed,Suburban,Master,1673416800
4,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,d90609fe-ef1b-4bb0-9f29-6b30ce1a5fef,no_churn,0.09882491,0,no_churn,0.140370430891326,-0.0013074561043686,-0.0689997093414513,-0.072870978595547,0.0232271486292575,0.078276763068261,0.0893813890900492,-0.0590972610077187,Female,65,No,No,Disabled,Rural,High School or Below,1673416800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,35601c65-910a-467b-8a27-c34ffdf3dece,no_churn,0.588655,0,no_churn,0.216450200782551,-0.0066549701802614,0.0183915287985246,0.107160754693878,0.0050145919224632,0.12945776783853,0.0696192482117521,-0.0326502727737715,Male,58,Yes,No,Employed,Suburban,High School or Below,1673416800
35,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,3fb96b2e-7ed2-482b-b731-82b4c0806d4f,no_churn,0.06272218,0,no_churn,-0.110086438137459,-0.0032852380840631,0.0464635186098166,0.004912165015703,-0.0311553191369966,0.0536229753421321,0.0280013208371747,-0.037499135638709,Male,52,Yes,No,Employed,Suburban,High School or Below,1673416800
66,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,94310d4e-7d52-4adf-baf3-8971f9c7046e,no_churn,0.01535252,0,no_churn,0.0015335542935645,-0.0055766772923379,0.0640868961592059,-0.0348556468214337,-0.02084693498472,0.0665271592912631,0.0652799075135408,0.0681589256476399,Male,43,No,No,Employed,Urban,College,1673416800
59,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,a967c919-a1d6-46a4-8b75-b2db3da816d4,churn,0.063720986,0,no_churn,-0.104567225220176,-0.0102227985825629,0.0413311856863674,-0.0453293952868625,-0.0941161873757846,0.0623056084010204,-0.008015751011153,0.0595884127047975,Female,39,No,No,Unemployed,Urban,Bachelor,1673416800
72,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,6404bbf6-8c9a-4693-91af-d73eaef08821,no_churn,0.004560149,0,no_churn,-0.08026169444272,-0.0067416882432735,0.0422210199508617,-0.0734727626356061,-0.0116532567371223,0.0758020653696712,0.0631884374414085,0.0652250619209371,Male,23,No,Yes,Unemployed,Suburban,College,1673416800
49,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,73e230a7-96fa-4970-9d2e-4fb8c1954883,no_churn,0.3014857,1,churn,0.0102079958864487,-6.44649798414321e-05,0.152244218197211,0.128516968209688,0.11463692565052,0.119546620020164,-0.0023246023170759,0.0186070177356305,Male,67,Yes,Yes,Employed,Urban,High School or Below,1673416800
72,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,730d963f-9be4-482d-8c8c-f8dcb611e4c8,no_churn,0.0021820767,0,no_churn,-0.0899321140933352,-0.0051081178389949,-0.0170168799539123,-0.0264223273277139,-0.0193420279310339,-0.114469177279548,0.0172661090262727,-0.0140016168563806,Male,53,No,No,Disabled,Rural,Master,1673416800
60,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,88814a61-f97e-4bf4-9397-b4e35e39e3e9,no_churn,0.16014226,0,no_churn,-0.171787049642776,-0.0076083924105478,0.0526564064661033,0.0565924498407002,0.0430938837899248,0.0283518404440928,0.0376653870232257,0.0320093243176961,Male,61,No,No,Unemployed,Suburban,High School or Below,1673416800
4,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,af4edf61-63e7-4ac2-a635-db7e4e46b39d,no_churn,0.09882491,0,no_churn,0.0546827475447025,-0.0069700324862787,-0.106506881625401,-0.129002655933191,-0.0053846206562229,0.0680226902927916,-0.0313996050559762,-0.0590972610077187,Male,22,No,Yes,Unemployed,Suburban,Bachelor,1673416800
70,Yes,Yes,Low Speed,Expired,One year,100hrs+,Active,f1c2c0a5-3270-4189-9382-addf202eff71,no_churn,0.058405552,0,no_churn,0.0168410664602015,0.003203251912746,0.0839933419945555,0.0390641358615903,0.0623422043427308,-0.0678477091728018,0.12656538962543,0.110645508438101,Male,78,No,Yes,Unemployed,Suburban,Bachelor,1673416800
49,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,48e303ae-8ba3-40e6-a783-9a6696e30337,no_churn,0.3014857,1,churn,-0.0643093417683712,-0.0016869314962968,0.109327355096575,0.055900436992797,0.0008351263621625,0.104889375849284,-0.0212421088448536,-0.0142699133863334,Male,39,No,Yes,Unemployed,Suburban,Master,1673416800
22,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,7e2a4515-d5f3-4d26-93db-0411421f4150,no_churn,0.6046604,1,churn,-0.0805795686999772,-0.0045254240684334,0.0437971161983023,-0.08519944954739,-0.0179573125935439,0.0396442396718066,0.0011142343180836,0.0346800141457242,Male,78,Yes,No,Unemployed,Rural,College,1673416800
36,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,e701c6b7-5cbc-4a37-bdd8-aeb0fa58f717,no_churn,0.05652444,0,no_churn,-0.0964625967459687,-0.0035092910837192,0.0100124067105753,-0.0448158967198469,-0.0463706318030017,-0.125529006425295,0.0148787587667175,0.0227701039224302,Female,61,Yes,Yes,Employed,Suburban,College,1673416800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,25735c6d-d920-45bb-ae94-9635acd50652,no_churn,0.35971537,0,no_churn,0.241860258623306,0.0540123892702104,0.0278687828542933,-0.0441400802097268,-0.112284735508492,0.132536976553083,-0.0448658614867599,-0.0399673901128608,Female,73,No,No,Employed,Suburban,Bachelor,1673416800
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,1e6eee7a-1d01-41de-a7b3-14e41ddc5e82,no_churn,0.35971537,0,no_churn,0.293942634249738,0.0623900810171744,0.0325024869752451,-0.0250267771406424,-0.0672087620827642,0.164414357929059,0.0964483585857533,-0.0421716981417239,Male,76,No,No,Employed,Suburban,Bachelor,1673416800
22,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,945cc4e6-9d0e-4a18-8817-d38bdf2a09a0,no_churn,0.3762708,1,churn,0.0475621366703444,0.0004033203656763,0.0456160875197929,-0.0338276934975692,-0.0145258245778904,0.090196891861533,0.0072148178210682,-0.0008325518680521,Male,49,Yes,Yes,Employed,Suburban,College,1673416800
42,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,34971098-98d1-483a-a2d5-efd9e7e4ca4b,no_churn,0.0625916999999999,0,no_churn,-0.0863471880506404,-0.0096459517135735,-0.044618535549398,-0.0726104382385983,-0.0458261410945215,0.0291584521029017,7.2443139488314e-05,-0.0192087928521141,Male,22,No,No,Employed,Urban,High School or Below,1673416800
10,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,5610543b-c2f7-44d4-9954-1f6b01b104c7,no_churn,0.0946966259999999,0,no_churn,0.0045826414093244,-0.0097670165520685,-0.014713541730216,-0.0480751254174538,-0.086102990931522,0.0532190752679343,0.0066575264455332,-0.0164562544498585,Male,63,No,No,Employed,Suburban,College,1673416800
3,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,d41f4c3a-dc1f-4461-a117-fafbb5ba1ec1,no_churn,0.29039398,0,no_churn,0.10634822720328,-0.0064575589401101,-0.0675223508952513,0.102050112260549,-0.0310476827866023,0.0691274907199567,-0.0139313463727921,0.0055328519085014,Female,24,No,No,Disabled,Rural,High School or Below,1673416800
41,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,9a833e26-8f30-46aa-b26b-96718329933d,churn,0.13331212,0,no_churn,-0.0850397994094783,-0.0096307566879841,0.0328201215836816,-0.0858149342012984,-0.103470197571596,0.0600114784281777,0.0334535440077524,0.0563110587393021,Female,49,No,Yes,Employed,Rural,College,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,045671c6-9408-4cbd-9b55-e95d4cc6adcb,no_churn,0.58967096,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,35,No,No,Employed,Suburban,College,1673416800
64,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,531f4710-ba8c-4db3-acba-01ffddbc64aa,no_churn,0.21197306,0,no_churn,-0.19451990477738,-0.0050591653411174,0.0064107569363295,0.003414892880155,-0.0657074881683092,0.0417621001141287,0.0079589160063733,0.0067137405611538,Male,43,No,No,Employed,Suburban,College,1673416800
25,Yes,No,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Active,41938b87-de34-42e3-8da7-975f2ca5736e,no_churn,0.07756471,0,no_churn,-0.0808747211057334,-0.0030613134810664,-0.0092382057539907,0.0155474746839263,-0.117727674903408,0.0679000933314455,0.11134305781,0.0570851414101389,Female,27,No,No,Employed,Suburban,High School or Below,1673416800
71,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,4e9b8972-4ba5-41ac-90fd-df73db2b7fca,no_churn,0.0031617698,0,no_churn,-0.112035423472171,-0.0089415164072852,-0.0258769888360438,-0.0580578240400973,-0.0764691325914009,0.0365319292952881,-0.0098067128616457,0.0356295169000623,Male,36,Yes,Yes,Medical Leave,Suburban,College,1673416800
25,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4731e598-3af8-4ba2-805b-9660b25e5767,no_churn,0.26876318,1,churn,-0.117759892887698,-0.0078530255003352,-0.0967319457402118,0.0967543519534592,-0.0228946386033931,0.0484551231662771,-0.0024541534487525,-0.003994348072174,Female,76,No,Yes,Unemployed,Suburban,Bachelor,1673416800
41,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,bcc3b6c7-7170-4b56-9575-a132dcb0937c,no_churn,0.021085324,0,no_churn,-0.0759931032968052,-0.0068354587805151,-0.0284316546095306,-0.0808995018426958,-0.0596073029095441,0.0424982121163702,0.026551716369313,-0.0338090590258434,Female,80,No,Yes,Unemployed,Rural,Bachelor,1673416800
30,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,42d30c46-1757-4e91-8763-528bb767aac0,no_churn,0.028005682,0,no_churn,-0.0604759496534006,-0.017633276123015,-0.0226920837321995,-0.0338146415360824,-0.0486537967498952,0.0453243771808138,0.0003335449807582,-0.0107119445754597,Male,25,Yes,Yes,Retired,Urban,High School or Below,1673416800
3,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,1494af5e-4e3d-4a8f-a8c4-f05b11805a72,no_churn,0.29039398,0,no_churn,0.107149683253629,-0.0074867913132038,-0.052507487093444,0.159070642452498,-0.0218595623763485,0.070830778085301,0.0302254745873688,-0.0083377728836603,Male,36,Yes,Yes,Employed,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,5c5eab50-7513-47a8-8c94-42dc5bd07855,no_churn,0.62016493,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,65,No,No,Employed,Rural,High School or Below,1673416800
57,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,3a91abb6-255d-45fa-af47-9848e6cd076b,no_churn,0.10569399,0,no_churn,-0.108950221831365,-0.0122587590789044,-0.0220610872120232,-0.0607582983484098,-0.035005443334594,0.0260247219081975,-0.0202899631125001,-0.025727101494449,Male,63,No,Yes,Unemployed,Suburban,Doctor,1673416800
63,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,cc5b00d3-00b3-4e59-acc2-bfe1d1cef08a,no_churn,0.01187725,0,no_churn,-0.119940037383349,-0.0141401155390849,-0.0287075893002474,-0.0439247976389924,-0.107825707448173,0.0323441428059777,0.0142036669831395,0.0189642849820302,Female,21,No,No,Employed,Urban,High School or Below,1673416800
30,Yes,Yes,Low Speed,Expired,Month-to-month,0hrs,Disabled,8b8fd62b-11ad-4f7e-863c-4ee265848a3c,no_churn,0.098542936,0,no_churn,-0.0930468161058524,-0.0099511463796079,-0.0175911311539857,-0.0544443449751088,-0.0531430404220191,0.0356926080509401,-0.0331755830808833,-0.0433666980655198,Female,62,No,Yes,Employed,Suburban,Bachelor,1673416800
29,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,4fe162d4-b6cf-447b-a019-9e1551acd23c,no_churn,0.32131013,0,no_churn,-0.130696349492873,-0.0108939526549693,-0.116275604181101,0.0486020564261889,-0.0295083755721134,0.0222381747484905,-0.0031087450782069,0.0039499752997471,Female,52,No,Yes,Employed,Suburban,Bachelor,1673416800
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,1d01c86a-5123-4586-8528-fe839d1a790a,churn,0.00530445,0,no_churn,-0.104440735506078,-0.0041742859861096,0.0107042358360467,-0.0307203365161058,-0.022538635369674,-0.170352851279713,0.0233168453563484,0.0291796112186239,Female,21,Yes,Yes,Unemployed,Suburban,Bachelor,1673416800
58,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,743ee0ea-334a-473a-b19d-2fdfcb7d16a9,no_churn,0.06346032,0,no_churn,-0.0680601145764194,-0.0045960602240666,0.0087165000791901,-0.0890922206870163,-0.0376493877401117,-0.133362264910302,0.0246272674750434,0.0303901291766669,Male,56,No,No,Employed,Suburban,High School or Below,1673416800
25,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,8c3f889d-793d-48b0-b8bc-eb5fc5fa4485,no_churn,0.24619304,0,no_churn,-0.0555976957023176,-0.0112458526812406,0.0241045826475601,-0.0817950791124894,-0.0687008904013782,0.0458855503588256,0.0549131099494024,-0.0382565430087834,Male,69,No,Yes,Employed,Suburban,High School or Below,1673416800
45,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,3da4c3f1-29d1-4b8b-9fdb-03d22ddc3ab9,no_churn,0.058229707,0,no_churn,-0.22008923226651,-0.0075971998585555,0.0161508995815256,-0.0510665095080003,-0.0344345512488689,0.0349337918964647,-0.0194525660197541,0.0225292158141564,Male,33,No,Yes,Disabled,Rural,College,1673416800
63,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,51b63b0b-2ba6-4068-8d9e-6fe7fbd247a1,no_churn,0.01187725,0,no_churn,-0.119940037383349,-0.0141401155390849,-0.0287075893002474,-0.0439247976389924,-0.107825707448173,0.0323441428059777,0.0142036669831395,0.0189642849820302,Female,45,Yes,Yes,Unemployed,Suburban,Bachelor,1673416800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,c8a58e39-6634-4f2f-8a8c-f543060a46d1,no_churn,0.58967096,0,no_churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Male,50,Yes,Yes,Unemployed,Suburban,Bachelor,1673416800
72,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,868771ae-fc14-4f47-a760-4558058f48a5,no_churn,0.0021820767,0,no_churn,-0.0598446517485672,-0.0036095255937516,0.0008526534423253,-0.0312213465247668,0.0003654841672505,0.0545032774864103,-0.0167868422469882,-0.0132852014245418,Male,78,No,Yes,Employed,Suburban,Master,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,566d4830-fabd-4b86-8d4a-6c9ee2e10c20,no_churn,0.6943614,0,no_churn,0.389476093908625,-0.0074591639778373,-0.0154349294454186,0.01504294060549,-0.0303869070317978,0.139381981850092,0.167033021725474,0.0633208157211083,Male,63,No,Yes,Employed,Suburban,Master,1673416800
37,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,0c299cc8-7689-430f-9319-78ffae3b75d3,churn,0.15324879,0,no_churn,-0.0907364073412827,-0.008929729457559,-0.0519022294169917,-0.0451377830684214,-0.0029887188946486,0.0386595404242871,-0.0326727435683096,-0.0553180790554688,Female,64,No,Yes,Employed,Suburban,Bachelor,1673416800
41,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,aaf441df-f3ed-4dd0-92e4-4a2221a0cc7c,no_churn,0.06167566,0,no_churn,-0.0744884578934943,-0.0101773606467031,-0.0272760869990816,-0.0719218400472891,-0.0384762711212715,0.0200427417362971,-0.0036481916360753,-0.0230806844487324,Male,24,Yes,Yes,Employed,Rural,Master,1673416800
38,Yes,No,Low Speed,Expired,One year,100hrs+,Active,afad6789-dded-4ee7-950d-0c147b68c46e,no_churn,0.103775695,1,churn,0.0126863070923172,-0.0026571240934936,-0.003690263766548,-0.0079464543541507,-0.0019235587806724,0.0339534828420983,0.0435473493006611,0.0770041148652853,Female,59,No,No,Retired,Rural,Master,1673416800
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Disabled,926b1866-3ab0-4d82-8b37-d917bf9d2d17,no_churn,0.0092690769999999,0,no_churn,-0.236379580155542,-0.0061357176083254,0.0043692864036768,0.0376590506687603,-0.0207422446124678,0.0212146367264358,0.0047074803779923,-0.0137190649487979,Female,35,Yes,Yes,Disabled,Suburban,Bachelor,1673416800
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a898389d-b784-404a-8421-105b08b2226e,churn,0.8474753,1,churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Male,21,Yes,No,Employed,Suburban,Bachelor,1673416800
50,Yes,Yes,High Speed,Expired,One year,0hrs,Disabled,f66243d9-7821-4986-9fbf-3ec8d48e7af8,no_churn,0.058860417,0,no_churn,-0.0451149809698563,-0.0025036306144102,0.0262773587893298,-0.021303660518779,-0.0092352944792764,-0.172288332430971,-0.0170006715417548,-0.0278569403097935,Female,25,No,Yes,Employed,Suburban,Bachelor,1673416800
19,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,fcebef55-92d7-4aeb-bd8a-608bd23557b6,no_churn,0.038352493,0,no_churn,-0.0673715713231013,-0.008148359042716,-0.0535974326187988,-0.0802605418482289,-0.0648378984495684,0.0201569087362531,0.0121902380279334,-0.0271574957641223,Male,67,No,Yes,Employed,Rural,College,1673416800
53,Yes,No,High Speed,In_Store_Support,Month-to-month,0hrs,Disabled,646c660b-c1d3-43e1-949d-2e5904d2da51,no_churn,0.041772366,0,no_churn,-0.123548506465331,-0.0064635092221578,-0.0338678401427387,-0.0176314002599065,-0.0595780062676567,0.0220298965303845,-0.0283953729056611,-0.021571412900812,Male,65,Yes,Yes,Employed,Urban,Master,1673416800
68,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,c1dd0073-f0af-4e4b-ae6c-0b6101b83be5,no_churn,0.10294248,0,no_churn,-0.105036001668086,-0.0108578028272495,0.0286324433871504,-0.0228524803780919,-0.0489230001272426,0.0404696221572248,0.0058484480618335,0.0486926190807844,Female,54,No,Yes,Unemployed,Suburban,Bachelor,1673416800
1,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,e1d4f282-bb69-4002-bf73-384d416a3284,no_churn,0.5052571,0,no_churn,0.306774979714987,0.0795061447016814,0.0396902529020553,0.0249765031345486,0.0807427106290924,0.17768223260538,0.0412619900248091,-0.0246609590043954,Male,63,Yes,Yes,Retired,Suburban,Bachelor,1673416800
6,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,0124db6d-4863-4983-9d3d-b180575ab4c8,no_churn,0.8474753,1,churn,0.0227792975137572,-0.0017858371953116,-0.0269966855001621,0.0825277661089057,-0.069963870133015,0.061130234647253,-0.0117652120381217,-0.044951848450396,Female,32,No,Yes,Unemployed,Suburban,High School or Below,1673416800
20,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,bb745830-a907-4cb2-932d-3cdf5e0d7d0c,no_churn,0.43794268,0,no_churn,0.0235225029266348,-0.0035108046120876,0.105271251094728,0.164393460006304,0.049915603338004,0.107350781109717,-0.0469407609731342,0.0026384850094473,Male,20,No,No,Employed,Urban,College,1673416800
37,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,006398af-cda3-468c-a5ec-f0da047626ea,no_churn,0.013550672,0,no_churn,0.0280477983063156,-0.0105789301267213,0.0093710162070419,-0.0203546640500917,0.0859523616169281,0.0832055834121729,-0.0245865642914668,0.0199172485482995,Male,57,No,Yes,Unemployed,Urban,Bachelor,1673416800
51,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,7ef302ca-3412-4001-9cb0-d69ab922f703,no_churn,0.48917326,0,no_churn,-0.115167617103343,-0.0066746591368428,-0.0333597408568675,-0.0541217971446167,-0.121951676264143,0.0317967956311804,0.0150324163111326,0.0254201267153803,Female,65,No,No,Unemployed,Suburban,High School or Below,1673416800
22,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,070b4af8-ceba-4c85-b94e-3f6414fad015,churn,0.552813,0,no_churn,-0.0805795686999772,-0.0045254240684334,0.0437971161983023,-0.08519944954739,-0.0179573125935439,0.0396442396718066,0.0011142343180836,0.0346800141457242,Male,53,No,No,Employed,Rural,High School or Below,1673416800
1,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,d0baa890-bbf3-401b-841a-8737d6d38d36,no_churn,0.8308625,1,churn,0.210047210157309,0.0484835391002525,0.0143298379686893,-0.0720594662939311,-0.0559583102811939,0.119456679621371,0.0228505710768513,-0.0370353174486626,Male,60,No,Yes,Unemployed,Suburban,Bachelor,1673416800
15,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,f6705ea4-79a3-4a8d-9b99-a231aee0c73f,no_churn,0.22963035,1,churn,0.0126231620206772,-0.0114382020865741,-0.0661698385959835,-0.105840593050621,-0.0025336736832832,0.0750830035559556,0.0090620597814267,-0.0294787318139788,Male,25,No,No,Unemployed,Rural,Bachelor,1673416800
26,Yes,No,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,5529bbab-1b6e-4a19-b267-10ed5323e974,no_churn,0.055246457,0,no_churn,-0.128997080018898,-0.0073544758424577,-0.0274794175571696,-0.0522430737060676,-0.0399120460823724,0.0340949686700423,-0.0243961779320488,-0.0227388493945363,Female,57,No,No,Medical Leave,Rural,College,1673416800
22,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d8ee3714-6dbf-424b-b491-341aca6952db,no_churn,0.13064031,1,churn,-0.0451869593005812,-0.0100982203110379,-0.0459430738577611,-0.0535895047154463,-0.067726040538364,0.0332855728013601,-0.0078981649284105,-0.0133697593407669,Female,51,No,Yes,Employed,Rural,College,1673416800
16,Yes,No,Medium Speed,Expired,Two year,<80hrs,Disabled,a2987cf6-9547-4a25-bd60-81664b190bda,no_churn,0.010161674,0,no_churn,0.0119474139899102,-0.0047460722176765,-0.0154798202142137,-0.0644609513475188,-0.0129485999005737,-0.165861243703921,0.0285475829951428,-0.0160244607514323,Male,23,Yes,No,Disabled,Suburban,High School or Below,1673416800
68,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,b883bff8-e466-415d-bccb-d0b63a5b11bd,churn,0.10294248,0,no_churn,-0.105036001668086,-0.0108578028272495,0.0286324433871504,-0.0228524803780919,-0.0489230001272426,0.0404696221572248,0.0058484480618335,0.0486926190807844,Female,53,Yes,Yes,Employed,Suburban,High School or Below,1673416800
53,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,ba7da256-d2f7-43bb-8ac0-c6d69deb824c,no_churn,0.041772366,0,no_churn,-0.11796342827126,-0.0086304420564192,-0.0343905607637498,-0.0411813887256539,-0.0860593252626858,0.0234042675263481,0.0240968033830358,-0.0183020774791111,Male,27,No,No,Employed,Suburban,Bachelor,1673416800
72,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,543071af-5c90-4097-b8eb-9566b9c763f7,no_churn,0.0052132266999999,0,no_churn,-0.0600704453254456,0.0911550081600671,0.0508777892774014,0.0073565906867224,0.0359137140694201,0.112394846438301,0.0218556225386964,0.0064907293242686,Male,30,No,No,Employed,Suburban,Master,1673416800
58,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,ebb01046-c217-4cab-b9a3-034bb2b7b948,no_churn,0.30123863,1,churn,-0.141904355315637,-0.0162764923728354,0.0319094959645462,-0.0562923100501393,-0.0292753103127688,0.0538568190576279,0.0022587760025271,0.0466972271073063,Male,74,No,Yes,Employed,Rural,College,1673416800
20,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,6a6f20ed-f169-4fcf-9a88-ae802dc8fa46,churn,0.3228453,0,no_churn,-0.139889057822265,-0.0084535855756257,-0.0696134766256273,0.0398587500594294,-0.0081471175149545,0.0344840324681899,-0.027677695901084,0.0204119994651046,Female,76,No,Yes,Disabled,Suburban,College,1673416800
45,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,2e0ebe28-eccd-4305-8ba3-a32d7a3f17aa,no_churn,0.058229707,0,no_churn,-0.118945108745402,-0.0048166351202053,0.0351510390578096,-0.032036229342334,-0.122761891461632,0.0629871358783293,0.0394215596392041,0.0391168352585009,Male,61,Yes,Yes,Employed,Suburban,High School or Below,1673416800
72,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Disabled,cc97bf02-a662-4c34-9d18-a0b33c689dc0,no_churn,0.0092690769999999,0,no_churn,-0.164700919819916,-0.0035432608796691,0.0090341277097877,0.0483866098981297,0.0139145722352259,-0.175198125904626,0.0226739210034929,-0.019593077057525,Female,69,No,Yes,Employed,Rural,College,1673416800
1,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,6d34bb16-849e-4f1e-9575-4087dd0fd400,no_churn,0.8308625,1,churn,0.247844968991767,0.0800776000690166,0.0039510245507426,-0.0045074627318354,0.0206369678468217,0.140728267204768,-0.0111058699101613,-0.0087746526237424,Male,67,No,Yes,Medical Leave,Suburban,Bachelor,1673416800
46,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,dbc631a1-284b-4fef-8d8e-2320120a6955,churn,0.08168155,0,no_churn,-0.148473110088744,-0.0076925989615847,-0.029676466002129,-0.0264442830720508,-0.0871174385727499,0.0222223340161508,-0.0009777685478547,0.0291331797910606,Male,76,No,No,Employed,Rural,High School or Below,1673416800
69,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,37a8d6b6-a7b9-4712-890b-e2e399633168,no_churn,0.24682511,0,no_churn,-0.123674579317894,-0.0031219617692477,0.0684470034906007,0.0635545280058067,0.0451992422121838,0.0899869103807032,-0.0131617587693108,-0.0401488026430979,Female,49,No,No,Employed,Suburban,High School or Below,1673416800
1,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,72ed075e-38f7-40d7-9a03-7bf847d25bf2,no_churn,0.5052571,0,no_churn,0.274998778829822,0.0767436171694407,0.041028993098962,-0.0059732049854937,-0.0211010010724658,0.173376759530975,0.0718074577452989,-0.0301056121650981,Male,75,No,No,Unemployed,Rural,Bachelor,1673416800
13,Yes,Yes,Low Speed,Expired,Month-to-month,0hrs,Disabled,d5b415f4-87b2-4535-bf53-616961b44a76,no_churn,0.20556496,0,no_churn,-0.0016176300908773,-0.0133792013375023,0.018856505220283,-0.117404878566431,-0.0757516011973166,0.0520637917403655,-0.0444343798463341,-0.0656920885954696,Female,77,No,Yes,Unemployed,Urban,College,1673416800
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,f379d500-a2b6-4b73-98aa-4cb13b1f626c,no_churn,0.35557786,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Female,37,Yes,Yes,Employed,Suburban,High School or Below,1673416800
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,1af4efb5-93b9-46ca-8ad4-f1b574a1a750,no_churn,0.23719114,0,no_churn,-0.0343338912030276,-0.002515880005958,0.111929494106771,0.113801255418748,0.0803658534970145,0.0748255753811008,0.0192466234427774,0.0576548202676713,Male,79,Yes,Yes,Employed,Suburban,High School or Below,1673416800
41,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,9d523fa7-1b92-45dc-a39a-9122bec672a2,no_churn,0.021085324,0,no_churn,-0.124969660619317,-0.0136597945566245,-0.057742689746401,-0.102588277293371,0.0337183342366279,0.0315186591295696,0.015382121395105,-0.0273515102969213,Male,76,No,Yes,Employed,Rural,High School or Below,1673416800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,a420eaa5-a623-4df8-bfca-6dcbb0c0f25c,no_churn,0.54976463,1,churn,0.216450200782551,-0.0066549701802614,0.0183915287985246,0.107160754693878,0.0050145919224632,0.12945776783853,0.0696192482117521,-0.0326502727737715,Female,30,No,No,Employed,Suburban,Master,1673416800
46,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,e20e24b9-a5b4-4030-89e7-a1f363d1ea66,no_churn,0.08168155,0,no_churn,-0.0981277038555163,-0.0040353012055129,0.029755097770685,0.0548921090825751,0.132190748806606,0.0501540043396198,0.0534812787712508,0.0959969479312712,Male,80,No,No,Employed,Rural,High School or Below,1673416800
71,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,e1f4c85c-0cbf-40e1-96de-9585ca48a84c,churn,0.0031617698,0,no_churn,-0.0921504916861522,-0.0047104332486196,-0.0770379257060813,-0.0039514180751211,-0.0877494133799336,0.0465923131442832,0.0054386999134112,0.0045425185405474,Female,38,Yes,Yes,Medical Leave,Rural,High School or Below,1673416800
70,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,80b245af-9115-48bb-9879-855971330f8d,no_churn,0.090349846,0,no_churn,-0.0547904387568633,9.38293433864601e-05,0.041583660095257,-0.0098569090017554,-0.0532771589014919,0.0549143519372046,0.0563685170760072,0.055937999686248,Male,66,No,No,Unemployed,Urban,College,1673416800
4,No,No phone service,Medium Speed,Expired,Month-to-month,0hrs,Disabled,c4440333-e9b1-4d43-9514-10abc0dfc57e,no_churn,0.43174782,0,no_churn,0.0207213485847069,-0.107698632537058,-0.0234292982850456,-0.0941720776277725,-0.0499437859762656,0.0809989134771058,-0.0362339695226182,-0.0292686478721225,Female,35,No,No,Employed,Urban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,4797200c-b9be-45d9-be62-12953d5c210f,no_churn,0.7751544,1,churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,26,No,Yes,Unemployed,Rural,High School or Below,1673416800
37,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,b83d148b-1d85-462a-bf58-75fe786ba9b4,churn,0.15324879,0,no_churn,-0.0907364073412827,-0.008929729457559,-0.0519022294169917,-0.0451377830684214,-0.0029887188946486,0.0386595404242871,-0.0326727435683096,-0.0553180790554688,Female,37,No,No,Unemployed,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,69addb02-ef10-4ee3-a810-d1a18130496e,no_churn,0.35472044,1,churn,0.295646155324894,-0.0082843212856823,-0.0083920348740321,-0.0339212130456326,-0.0434336902972154,0.138131791401456,0.0897623221942467,-0.0398757250646849,Female,28,No,Yes,Employed,Suburban,Bachelor,1673416800
18,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,788c22e1-25af-4807-8890-5dbd7771f97f,no_churn,0.20612964,0,no_churn,-0.166755558433997,-0.011049299141996,-0.126433771126904,0.0736641089713703,0.0429069543701189,0.0368029599028159,-0.013820886135727,-0.0393406579371367,Female,55,Yes,Yes,Employed,Rural,Bachelor,1673416800
13,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,f069b5c3-15bb-403d-97d3-008b54bb46ea,no_churn,0.49951535,1,churn,0.0613302984921392,-0.008738043207486,-0.0195309647642625,0.142875409640637,0.064962579326102,0.0881382870589186,-0.0519183362193143,0.0102990657304144,Male,27,No,No,Employed,Suburban,Bachelor,1673416800
64,Yes,No,High Speed,Expired,One year,100hrs+,Active,8f94740b-87fc-45ac-9a24-8fa1f4e4557b,churn,0.09113345,0,no_churn,-0.17306165783828,-0.0048636900657947,-0.0342257912558125,-0.0226529417683923,-0.0328217605218742,-0.0576275631624594,0.0243841337865887,0.0318431179317303,Male,71,Yes,Yes,Disabled,Suburban,Bachelor,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,c01c60cf-0235-47fc-b3b9-9a4c3e9c1230,no_churn,0.48794988,1,churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,62,Yes,No,Employed,Suburban,Bachelor,1673416800
55,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,358d1587-1d97-4128-a7c7-e14dc5a1681e,no_churn,0.09719252,0,no_churn,-0.150152681795935,-0.0110335218499312,-0.09331378084903,-0.0171985388011307,-0.058435788834704,0.0343906963736662,0.0231239194454065,0.0435935461268309,Male,63,Yes,No,Employed,Suburban,College,1673416800
63,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,06f05795-6fdb-4478-a476-387a75ebf63c,no_churn,0.01187725,0,no_churn,-0.119940037383349,-0.0141401155390849,-0.0287075893002474,-0.0439247976389924,-0.107825707448173,0.0323441428059777,0.0142036669831395,0.0189642849820302,Male,61,No,Yes,Disabled,Suburban,High School or Below,1673416800
43,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,80b51dcc-36a9-489e-b5aa-f8233f6489bb,no_churn,0.08706142,0,no_churn,-0.0632773945884037,-0.0063360526816541,-0.0205221834523217,-0.0297893358566761,-0.0682102570715324,0.0448950355453598,-0.0189567046880256,-0.0268292590148121,Female,27,No,No,Unemployed,Rural,Bachelor,1673416800
41,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,7a61a63b-4998-47d2-8a4f-b3180200f6e4,no_churn,0.06167566,0,no_churn,-0.0759931032968052,-0.0068354587805151,-0.0284316546095306,-0.0808995018426958,-0.0596073029095441,0.0424982121163702,0.026551716369313,-0.0338090590258434,Female,30,No,Yes,Employed,Suburban,High School or Below,1673416800
45,Yes,Yes,High Speed,Expired,Month-to-month,<50hrs,Active,db5869cb-a95e-414d-b63f-59bf74900559,churn,0.058229707,0,no_churn,-0.0579710928880558,-0.0070691911103131,0.0901025489639323,0.0419343186873629,0.0513829189150146,0.127334754115882,0.187529863251766,0.0777297370314408,Female,33,Yes,No,Employed,Urban,Bachelor,1673416800
21,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,b97c289b-da9a-49d4-a4c0-f81d8b51bb16,no_churn,0.10801684,0,no_churn,-0.0269636646141407,-0.0036517843186993,-0.0560592914051267,0.0083692129481733,-0.0045519684548344,0.0713081812322707,0.0774985429394655,-0.0449753778448393,Female,80,Yes,No,Employed,Suburban,College,1673416800
67,Yes,No,Fiber optic,Expired,One year,<80hrs,Disabled,d0d9dfe9-b0d9-4518-8c48-9213d85894da,no_churn,0.06610254,0,no_churn,-0.191239937058144,-0.0039422523975008,-0.0218543924644927,0.0378362007282521,-0.0011590352360235,-0.0869406975133915,0.0204481042172665,-0.0221741433830175,Male,75,No,No,Employed,Suburban,Bachelor,1673416800
72,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Active,5477cec4-6acd-4985-b9e7-dd85f7c76d38,no_churn,0.004560149,0,no_churn,-0.104024582147113,-0.004738203342672,0.0010354240293872,-0.0349604795285176,-0.0273190360815806,-0.13029976374964,0.0069497263521088,0.0243307611147747,Female,60,No,No,Employed,Suburban,High School or Below,1673416800
16,Yes,No,Medium Speed,Web_Chat_Support,Two year,<80hrs,Disabled,8538bf30-e6a0-4669-9070-f55e03d79e68,no_churn,0.010161674,0,no_churn,0.0153911179695296,-0.0025729071566274,-0.0221383571012756,-0.0292394447216884,0.0332058045912708,-0.196492207619449,0.0511381516649271,-0.0323183094862088,Female,43,No,Yes,Employed,Urban,College,1673416800
57,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,0ed48994-681c-4be0-8027-38ae85ad5bf7,no_churn,0.009834638,0,no_churn,0.0281998652693619,-0.0112538797336128,0.081582329883322,0.0491897299051424,0.0210265612209514,0.111849881891894,0.133145069053326,0.0772342976282743,Female,68,Yes,Yes,Disabled,Suburban,College,1673416800
41,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,ebbdf8f5-2722-4e96-a24f-9d95dd400935,no_churn,0.06167566,0,no_churn,-0.0715146537741111,-0.0026113248999899,-0.0144439301094462,-0.0511564284190535,-0.0192548927426651,-0.0361117316400122,0.0462390721489282,-0.0401722630725908,Male,62,No,Yes,Unemployed,Suburban,Master,1673416800
69,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,29cf7613-2354-4f9f-849a-5a28eb2b230f,no_churn,0.01858709,0,no_churn,0.0329545143540963,0.0012004066753797,0.0602886433937965,-0.0065632084853859,0.0372184457198454,-0.107252887583127,0.0803219676247681,0.0644329579893565,Male,39,No,Yes,Employed,Suburban,Bachelor,1673416800
67,Yes,Yes,Low Speed,Phone_Support,Two year,<80hrs,Disabled,f0a2f63b-3e05-4ab4-907f-fb619304e078,no_churn,0.0052352496,0,no_churn,-0.100753648897862,-0.0024403440295827,-0.0033285563345089,-0.0380707477029318,0.0230361302954497,-0.0966836907569541,0.0376578585187508,-0.0284431528068307,Female,39,No,Yes,Employed,Suburban,Bachelor,1673416800
64,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,abeb8a3c-ffe9-4074-be51-655691d6cb45,no_churn,0.09113345,0,no_churn,-0.111174289413721,-0.0024460939788332,-0.0895239891200799,0.0029367289999208,0.0280615862433842,-0.151773596369458,0.0307219668269499,0.0491715344291151,Male,49,No,No,Employed,Suburban,High School or Below,1673416800
61,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,7b9a73fc-34d5-4a08-bb75-e23bd3b0d06a,no_churn,0.09010255,0,no_churn,-0.151305366876204,0.0052906150328453,0.0025136626614221,-0.0148960710781011,-0.104610107139615,0.0553602353746009,-0.0086810154663817,-0.0126981035066091,Female,47,Yes,No,Employed,Urban,College,1673416800
63,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,e0c4b78f-ea7e-4724-b6b5-94a078b58d9b,no_churn,0.0341986529999999,0,no_churn,-0.18605021850869,-0.0105492308102839,-0.0646295791032935,0.0311808160527471,0.0008127187518766,0.0310775132533854,0.0024960482357346,0.0066357797727869,Male,56,Yes,Yes,Unemployed,Rural,Bachelor,1673416800
18,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,2a9e0251-d9dd-4543-992d-7657c953493a,no_churn,0.20612964,0,no_churn,-0.0969265795917635,-0.0086756771270665,-0.102251392139569,0.0937730825716789,0.0126604583309563,0.0403951435149974,0.0546728060439636,-0.0393406579371367,Female,51,Yes,No,Employed,Suburban,Bachelor,1673416800
5,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,6042da7d-f69b-465d-89b7-93705835bce9,no_churn,0.50380623,0,no_churn,0.03783285858618,-0.0049898873762776,-0.0174011403225722,-0.0308016436476782,-0.118800851137635,0.0772020378829165,0.0032255473961413,0.0413735920742146,Female,67,No,No,Unemployed,Suburban,College,1673416800
41,Yes,No,Low Speed,Expired,One year,100hrs+,Disabled,6c4d93e9-b227-4da7-9710-20500b11c801,no_churn,0.028489733,0,no_churn,-0.0644998376130433,-0.0067206954640641,-0.0270332571200924,-0.0525748611712379,-0.0260443875844066,-0.0553653727667097,0.043366907389477,-0.0401546475586246,Female,71,No,Yes,Employed,Suburban,College,1673416800
23,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,49111b0a-63b3-4248-b893-9e3ce68decdc,no_churn,0.23719114,0,no_churn,-0.170431171718647,-0.0049727713903666,0.0842815571314986,-0.0791761001927443,0.0041664800705802,0.0118615350507116,0.0068605841599674,-0.0199495970040879,Female,66,No,No,Unemployed,Suburban,High School or Below,1673416800
71,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,100e086c-b390-4d53-b2b2-6bca63022f35,no_churn,0.0027800866,0,no_churn,-0.0685761039510271,-0.0034596994088542,-0.0908796268862579,-0.0016344040800049,-0.0033455201998049,0.0515293019543514,-0.0104011349153915,-0.0322589632301515,Male,43,No,No,Retired,Suburban,Bachelor,1673416800
59,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,d3143fe0-f0a6-4c2c-a261-883c33e19b92,no_churn,0.17515211,1,churn,-0.226716305996451,-0.010690928172753,0.0327640327261542,0.059995773887058,0.0039453205382687,0.0110597007643082,0.0213872885767887,-0.0307710335525735,Female,32,Yes,Yes,Unemployed,Urban,Master,1673416800
5,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,6f38bf11-a6b1-4da6-8780-410fa11871ec,no_churn,0.85469455,1,churn,0.0770052526580275,-0.0043283618456734,0.0071375387125863,0.0616819319364913,-0.0752460981201056,0.0660207825499492,0.02447773992998,-0.0324416057159032,Female,39,No,No,Disabled,Urban,High School or Below,1673416800
58,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,48891ffc-b948-4c77-b1a0-51e33bf67cd4,no_churn,0.06346032,0,no_churn,-0.114343810275604,-0.0103305662049388,0.0363007716969514,-0.0678021078215897,-0.020838732932907,0.0609163811263806,0.0470246855605364,0.0550472283847921,Male,42,No,Yes,Employed,Suburban,Master,1673416800
2,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,f80d4327-bab2-4d9d-9d5c-44362a8c7b17,no_churn,0.35557786,0,no_churn,0.233980022663127,-0.0095187490040552,-0.0210400871378351,-0.0232038591150558,-0.0363945814097496,0.115152829209192,0.0298049119531697,-0.0311485331219591,Female,42,No,No,Employed,Rural,Master,1673416800
25,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,5b3e8462-8aeb-455c-ab30-d86e23180d85,no_churn,0.24619304,0,no_churn,-0.0743613967473083,-0.0087169623291265,0.0243140138992748,-0.0971386106258251,-0.0547920074886133,0.0429018520895624,0.0508813076444676,-0.0421143483987816,Male,61,Yes,Yes,Employed,Suburban,High School or Below,1673416800
35,Yes,Yes,High Speed,Expired,One year,<80hrs,Disabled,beeaa807-462a-49e9-ba02-1d1d17de3ef4,no_churn,0.0309014229999999,0,no_churn,-0.0305881246145145,8.153684426361e-05,0.0392715948232398,-0.0216310244845044,0.0208907185382304,-0.0291666696503125,-0.0203232516842035,0.0024390681894146,Female,71,No,No,Employed,Rural,College,1673416800
1,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,e215d313-bcaf-410d-8608-62c7e64d8f9e,no_churn,0.85448897,0,no_churn,0.289490548228355,-0.0054611298928693,0.0413792627802195,0.109398550683354,0.0759879527511748,0.147179217331181,0.0360293951319908,-0.0284668220499588,Male,48,Yes,No,Medical Leave,Urban,Master,1673416800
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,ca73c24a-4046-4fd9-a1ab-fbb2c9e8822a,no_churn,0.588655,0,no_churn,0.174173771113883,-0.0080327646962723,-0.0386210494395527,0.132155203354923,-0.0199326096056756,0.124623982947305,-0.0144653323040074,-0.0406434693588653,Male,67,No,No,Unemployed,Suburban,Bachelor,1673416800
21,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,fd275ba5-3401-48f0-b3e1-79a91f713f0a,no_churn,0.10801684,0,no_churn,-0.0756226054824901,-0.0032177570594967,-0.0324622167102006,-0.0526339152174477,-0.0034985229335461,0.0565978775372605,0.0567644798187257,-0.0449534912098488,Male,27,No,No,Employed,Rural,Bachelor,1673416800
53,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,773d14eb-1f30-4e2f-8874-1b4cbc765202,no_churn,0.64297754,1,churn,-0.1508428003579,-0.0065823337294204,0.0511448475637371,0.0560991790354091,-0.109358643940968,0.0318694633406175,0.0445186271042621,0.044125510151789,Male,61,Yes,Yes,Employed,Rural,Bachelor,1673416800
57,Yes,Yes,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,1d63c854-29b7-4c70-818a-f6f2380db13d,no_churn,0.4211726,0,no_churn,-0.125648851310207,-0.0057624444882458,-0.0240244209941101,-0.0385153237617487,0.0626416245149266,0.0271401634648827,0.0533776870265865,0.0817654139368824,Male,77,Yes,No,Employed,Rural,Bachelor,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,b65167a0-2053-41fb-aa18-ba85b68cc4d7,no_churn,0.20369294,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,30,Yes,No,Unemployed,Urban,High School or Below,1673416800
67,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,c463aadd-5b9d-427a-9535-b3e37c0c261a,no_churn,0.0052352496,0,no_churn,-0.0840027273394207,-0.004194916642009,0.044265668441003,0.0098185396746885,0.0042402666020825,0.0382768664913419,0.106642901579671,-0.0740727493102622,Female,42,No,No,Unemployed,Suburban,College,1673416800
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,d2e701ab-9095-413a-8275-5814179f7621,no_churn,0.58967096,0,no_churn,0.298299782483582,-0.0082118965763038,-0.0159083566080835,-0.035961474870337,0.0351314828689646,0.145386154714347,0.100961121993751,-0.0507744499034015,Male,30,No,Yes,Employed,Suburban,Master,1673416800
5,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,67db7e3f-6038-4149-86fc-d619011e547d,no_churn,0.3676286,1,churn,0.124392449909346,-0.0041795735006962,-0.0342068411274976,-0.0912350174679432,0.0009084871694722,0.0828074537895554,0.0280612594057674,-0.0416315214316819,Female,69,No,No,Employed,Suburban,High School or Below,1673416800
25,Yes,No,High Speed,Web_Chat_Support,Two year,100hrs+,Disabled,fd0b0b82-b53e-4b8a-b057-5cef30101479,no_churn,0.01252174,0,no_churn,-0.0008091489976141,-0.0040180462714488,-0.0369733447872204,-0.0099807365544074,0.0475918743707916,-0.0898428208559744,0.0666142467908139,-0.041608176714235,Female,20,No,Yes,Employed,Urban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,ed703c45-2c7e-487c-8d4b-5deee52253f4,no_churn,0.6943614,0,no_churn,0.181782807418876,-0.0114568083470658,-0.0795403349828848,-0.0150731693184752,-0.0929022086141685,0.0654949515586122,-0.025357067337627,0.0114780612071263,Male,27,No,Yes,Employed,Urban,College,1673416800
44,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,9b132ef8-f6bc-4176-8f35-70d353b03d2b,no_churn,0.038046192,0,no_churn,-0.171772236552333,-0.0079392403006568,0.0170809338171056,-0.0517328810593608,-0.0524839106839681,0.0342241871384067,-0.0021288774596723,-0.0242741261231822,Female,44,Yes,Yes,Employed,Urban,High School or Below,1673416800
35,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,0aaf1ff4-6fab-4057-9911-526737d7c309,no_churn,0.06272218,0,no_churn,-0.070145484706486,-0.0037598343933495,0.037739696440658,-0.0308712574921946,-0.0402217567939078,0.0546959268933096,0.0046616869413719,-0.0211251287423465,Male,41,No,No,Employed,Urban,College,1673416800
59,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,6d9075ce-b5cd-4101-9341-6fa5d30797cd,no_churn,0.063720986,0,no_churn,-0.104567225220176,-0.0102227985825629,0.0413311856863674,-0.0453293952868625,-0.0941161873757846,0.0623056084010204,-0.008015751011153,0.0595884127047975,Male,64,Yes,No,Employed,Suburban,High School or Below,1673416800
29,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,0944d069-931b-4606-a805-9d5a43429017,churn,0.32131013,0,no_churn,-0.209294514606536,-0.0054928554224352,-0.124912592095716,0.0482684978255201,-0.0204561224043936,0.036911521625916,0.0079283202423084,0.0080215923421019,Male,80,Yes,No,Unemployed,Suburban,Master,1673416800
50,Yes,Yes,High Speed,Phone_Support,One year,0hrs,Disabled,924ac41c-beff-4e03-ab74-675724313766,no_churn,0.058860417,0,no_churn,-0.0210083849414877,-0.0070930399138705,0.0256474744950173,-0.0168888285293724,0.016417475131293,-0.207539353606107,-0.0284384066614802,-0.0301230884323558,Female,74,Yes,No,Unemployed,Suburban,Bachelor,1673416800
2,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,7296530c-2cf6-4571-8623-f7b8d3c7b10c,churn,0.6685263,1,churn,0.206350607529021,0.078453029015609,0.0074580326403611,-0.0115429856284345,-0.0124097515172888,0.15106341446065,-0.0151568006948491,-0.0096781943498081,Female,45,No,No,Employed,Suburban,Bachelor,1673416800
53,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f6a3db17-9cad-40ae-9ff1-e77f8012f3f9,no_churn,0.64297754,1,churn,0.037399425782487,-0.0023197619584743,0.151039008629537,0.0362279275765877,0.136609400945999,0.119061771089891,0.106066668770181,0.0768894184191231,Female,29,No,No,Employed,Suburban,College,1673416800
16,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,7cfc0a64-54aa-44f1-b80b-65abb06f292b,no_churn,0.23081186,1,churn,0.175774419955551,0.00101660434113,0.0281120227839528,-0.061279289100712,0.0730431331176078,0.115083564847919,-0.008873519204626,-0.0071649821927076,Female,24,No,No,Employed,Rural,High School or Below,1673416800
1,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,c29819c9-5e9c-496a-815f-7ddf6bbd8d9a,no_churn,0.37505037,0,no_churn,0.185059871563408,-0.0130810944834593,-0.0959022121428643,-0.0344726308692224,-0.0580745071848014,0.09676822028272,0.0307909591755378,-0.0203206570923975,Male,73,Yes,Yes,Employed,Rural,College,1673416800
10,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,ec477d8f-9315-4cfb-9228-a81581765d17,no_churn,0.375592,0,no_churn,0.0434118377116647,-0.0014135971098949,0.0269437690468112,0.15372709097297,0.0532550589864331,-0.0615165011904355,0.0537103239570569,0.0661653931604632,Female,35,No,No,Employed,Suburban,Bachelor,1673416800
17,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,73cc390d-d14a-48d7-8cb3-dbfebe735bb9,no_churn,0.2524544,0,no_churn,0.204168787788449,-0.002545342728481,0.0411729172588638,0.0408080547352256,0.0125316175706575,0.114301667180989,-0.0583752852293128,0.0246268054285974,Male,38,No,Yes,Employed,Suburban,Bachelor,1673416800
1,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,bf0447d8-664d-41f0-9bc0-239d3f4a24f8,no_churn,0.73153913,1,churn,0.215075340038056,-0.0101761662048556,0.0343180436909278,-0.0731344919267121,-0.028324128450622,0.115744734775162,0.0474542767296407,-0.0432127503946685,Male,65,No,Yes,Employed,Rural,Master,1673416800
46,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Active,093be1b7-1649-4675-ac69-8ff2ddeecdf6,no_churn,0.08168155,0,no_churn,-0.0140333379407047,-0.001055922168598,-0.0317654666483258,0.05355566262102,0.119194372087513,0.0707517156298308,0.101672855283673,0.102653973842434,Male,79,No,No,Disabled,Urban,Bachelor,1673416800
47,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,ef5a1259-3ac5-45e9-b9a6-c28421ebf016,no_churn,0.60951763,1,churn,0.0003871526560578,-0.0021514191114329,0.0199317667865852,0.108316877615071,0.107926609204533,0.062973829402681,0.030511824602654,0.0330772139786677,Male,54,Yes,No,Unemployed,Rural,Master,1673416800
68,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,dad09343-f380-4039-ab9d-a68f6629cdc0,no_churn,0.13672104,0,no_churn,-0.243767029516762,-0.0037551583860658,0.025523444733576,0.0026764608600387,0.0153389026463446,0.0387704535404873,0.0160972400264699,-0.032053321001731,Male,78,No,Yes,Employed,Rural,Bachelor,1673416800
43,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d9b4fbb1-f3f4-4239-98d5-21970b3aa1ee,no_churn,0.08706142,0,no_churn,-0.053416765650054,-0.0069295250560026,-0.0208270897160127,-0.0564699663120791,-0.0826778108664802,0.0468480175799959,0.0110770381585825,-0.0256300498064683,Female,46,No,Yes,Employed,Suburban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,321f3087-ed4e-446e-8239-9f8607071996,no_churn,0.58967096,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,43,No,Yes,Unemployed,Rural,High School or Below,1673416800
69,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,62f5836b-d4f7-482e-96b8-470f65ef2f7a,no_churn,0.01858709,0,no_churn,-0.0836310270776812,-0.0087267854065248,0.044817824019783,-0.0895143558440031,-0.0670249029111983,0.0302280097786297,0.0508355226350613,0.0618467071945815,Male,30,No,Yes,Retired,Suburban,Master,1673416800
22,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,e12e3e90-154d-4293-b970-0fb0e1a32223,no_churn,0.3762708,1,churn,0.0972393402004308,-0.0030560912903456,0.110077200812411,0.0087487732435511,0.0407943537147639,0.105849907188995,-0.028360821008282,0.0086811911232689,Male,75,Yes,No,Employed,Suburban,Bachelor,1673416800
64,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,7389cdd9-dedd-40f9-a45b-5c31f7b62ea2,no_churn,0.09113345,0,no_churn,-0.0806316573122785,-0.0014626990520446,-0.0076959521344542,0.0702216931485054,0.125901709382088,0.0901374710587879,0.0746907158945396,0.09081256748148,Male,45,No,Yes,Employed,Urban,College,1673416800
58,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,afe5d0f6-1692-4181-a3e6-17a9ba6a210e,no_churn,0.06346032,0,no_churn,-0.114343810275604,-0.0103305662049388,0.0363007716969514,-0.0678021078215897,-0.020838732932907,0.0609163811263806,0.0470246855605364,0.0550472283847921,Female,63,No,No,Employed,Suburban,High School or Below,1673416800
1,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,379a8748-844d-442a-8b58-492dcc049847,no_churn,0.8308625,1,churn,0.292794219255929,0.123531542331939,0.0444221003041548,-0.0245874535513758,0.0464006845075346,0.162537330947725,0.0566999094356833,-0.0272530490882491,Female,45,No,Yes,Medical Leave,Suburban,College,1673416800
18,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,6ec676eb-a8b0-4577-a90b-ec7defee6cc9,no_churn,0.20612964,0,no_churn,-0.166755558433997,-0.011049299141996,-0.126433771126904,0.0736641089713703,0.0429069543701189,0.0368029599028159,-0.013820886135727,-0.0393406579371367,Female,55,No,No,Unemployed,Urban,High School or Below,1673416800
60,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,c7c83dc6-a2b9-41ea-b17a-414f22b92558,no_churn,0.08245055,0,no_churn,-0.204934355698788,-0.0094384650221036,-0.0047856188263176,0.0219167711357022,0.0126497978205134,0.0009217682845974,-0.0063304763122368,0.0209744263718676,Female,72,No,No,Employed,Urban,High School or Below,1673416800
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,a2d3f5b8-7667-41d1-8a87-8dd247924435,no_churn,0.44052827,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Female,67,Yes,Yes,Employed,Suburban,High School or Below,1673416800
20,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,12afe156-3cfc-40bb-a798-532571bec13a,no_churn,0.43794268,0,no_churn,0.0597105070640736,0.0004300315655018,0.140066680446889,0.208777388168964,0.113279724842869,0.120470044202675,-0.0076425673627272,-0.0141179581634787,Male,35,Yes,Yes,Employed,Suburban,Bachelor,1673416800
17,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,41b3430d-bb15-41a7-9bce-f201502d3667,no_churn,0.2479437,1,churn,0.0821281408208506,-0.0034549386953221,0.0413464905620548,0.0179490226581219,0.0568365030764471,0.108074491654347,0.0344010623253962,-0.0269765527898653,Female,79,Yes,Yes,Medical Leave,Suburban,Bachelor,1673416800
64,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,20119bd9-56d1-46cf-8687-7029f326b75d,no_churn,0.21197306,0,no_churn,-0.171403149205621,-0.0077597781482472,0.0579721623864861,0.0533871722088588,0.0651739583568724,0.055568440545403,0.051969509171522,0.046065534619338,Male,39,Yes,Yes,Unemployed,Suburban,High School or Below,1673416800
72,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,16029c66-f6f8-4d07-9ab0-aa7bf33c6891,no_churn,0.0021820767,0,no_churn,-0.0899321140933352,-0.0051081178389949,-0.0170168799539123,-0.0264223273277139,-0.0193420279310339,-0.114469177279548,0.0172661090262727,-0.0140016168563806,Female,73,Yes,Yes,Unemployed,Suburban,College,1673416800
66,Yes,Yes,Fiber optic,In_Store_Support,One year,<50hrs,Active,6aeac42e-60a3-47ab-ab32-a1552653a0c5,no_churn,0.13022104,0,no_churn,-0.0828036701800556,-0.0010770519261131,0.0427277583186332,0.0544432981782483,-0.0005772975562103,-0.0156504824390867,0.108956411279187,0.0586453648915994,Female,75,No,Yes,Disabled,Suburban,High School or Below,1673416800
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,a947d7fe-77b2-47ab-a08d-b60ad95bc100,no_churn,0.60951763,1,churn,-0.0870545190781968,-0.0034788683203441,0.044274958175647,0.0623957796018294,-0.0394129720851469,0.0600120179262103,-0.0474993278757028,-0.0482632196511622,Male,67,Yes,No,Employed,Suburban,College,1673416800
50,Yes,Yes,High Speed,Expired,One year,100hrs+,Disabled,d719430a-f1d7-4eaf-a9a4-bf1e1f1ecbb4,no_churn,0.058860417,0,no_churn,-0.064546500282513,-0.0016076186317877,0.0368209198112435,-0.0093237499436418,-0.0082709034577055,-0.120908370734333,0.0466670122334471,-0.0278569403097935,Male,41,No,Yes,Employed,Rural,Bachelor,1673416800
5,No,No phone service,Low Speed,Expired,Month-to-month,<50hrs,Active,46d02ffd-8b42-47bd-a279-03e313194a53,no_churn,0.50380623,0,no_churn,0.152193164208941,0.116333783424234,0.0309506982523953,0.0009410907449682,0.0103260381686868,0.134617724053551,0.123669254768774,0.0619421038017935,Female,65,No,No,Employed,Rural,Bachelor,1673416800
3,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Active,856365bb-b3ff-4a09-b5f0-48675f65e30b,no_churn,0.35965398,0,no_churn,0.0704563579499881,-0.0126183892252083,-0.0642939789734737,-0.094242911684505,-0.0955626872383163,0.0553132912597266,-0.0011008922935434,0.0095142867103095,Female,72,No,Yes,Unemployed,Urban,High School or Below,1673503200
65,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,566ec488-a3e7-49d5-a3d4-9cb5a5d83def,no_churn,0.023227612,0,no_churn,-0.102586068165178,-0.0060267024650238,0.0174350390970357,-0.0106004599579864,-0.0719231669078635,0.0430421993733125,-0.030665446200528,0.0422984524767162,Female,21,No,Yes,Employed,Suburban,Bachelor,1673503200
47,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,386ec1bc-be7a-41f6-b0a6-675fbb0db6cd,no_churn,0.018514104,0,no_churn,-0.0692252663271574,-0.0029311336925093,0.0090884450346493,-0.0489663893242868,-0.0407024391980121,-0.154360105525157,0.0135638695178749,0.024506867399923,Female,49,No,Yes,Retired,Suburban,High School or Below,1673503200
68,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,569ce0e9-c980-4e84-b85c-b53f66de668e,no_churn,0.01402738,0,no_churn,-0.0477768257581465,0.0913807709984576,0.0470368070085896,0.0077875278230294,0.034012718085687,0.113881508561408,0.0234858022123353,0.0011655466867159,Female,46,No,No,Unemployed,Urban,High School or Below,1673503200
4,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,3eb0ec82-01db-4044-b181-de6aaefb1b40,no_churn,0.29838228,0,no_churn,0.0984783281259478,-2.54024275636766e-05,0.0424189968943392,-0.0202710749922152,-0.133821537126896,0.0936040200567549,0.0181722021152745,0.0740849840753799,Male,51,No,No,Employed,Suburban,College,1673503200
72,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,16444a28-71a5-4efb-9a48-272701cda6bf,no_churn,0.017010072,0,no_churn,-0.0912177563772456,-0.0038812265070009,0.0095089991606164,-0.0430636026810952,-0.0155388340930858,-0.175716339369319,0.0220519282530494,0.0288306800459395,Female,55,No,Yes,Medical Leave,Suburban,Bachelor,1673503200
6,No,No phone service,High Speed,Expired,Two year,<80hrs,Active,c663710d-3fcb-49df-bfb4-e240fff2f5b8,churn,0.01743809,0,no_churn,-0.0172805168172817,-0.0110581271643013,-0.014315608701163,-0.0605482796972864,-0.0242041748746805,-0.162504271573562,0.0193047948073535,0.0215800314169837,Female,76,No,No,Employed,Rural,High School or Below,1673503200
46,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,90055dda-aab2-4528-8d2c-d97e07b11bbd,churn,0.017299948,0,no_churn,-0.148473110088744,-0.0076925989615847,-0.029676466002129,-0.0264442830720508,-0.0871174385727499,0.0222223340161508,-0.0009777685478547,0.0291331797910606,Male,30,No,Yes,Employed,Suburban,College,1673503200
67,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,5e48160c-d7b4-43b2-8db1-0e8f48541ddc,no_churn,0.01117977,0,no_churn,-0.108334073626211,-0.0133407130235355,-0.0538926039915895,-0.038933853873641,-0.0892186659503749,0.0278814565408538,0.0179760606618037,0.0288362415620758,Male,65,No,No,Unemployed,Suburban,High School or Below,1673503200
54,No,No phone service,Medium Speed,Expired,One year,<80hrs,Active,3d7c9bcd-c3b1-4e3c-958b-5a33eac4b778,no_churn,0.06237275,0,no_churn,-0.0363578444070913,0.0366461732608786,0.0093350744046074,-0.0246282841354695,-0.0637874277982791,-0.0483149896178292,0.0651762191458783,0.0429049290282,Male,60,Yes,No,Employed,Rural,High School or Below,1673503200
42,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,ad3cee7a-482d-4227-aa20-848d8d50a7a6,no_churn,0.027957741,0,no_churn,-0.0957739396964098,-0.0062173188682936,0.0463674441212697,-0.0803758530379855,-0.0039592716940205,0.0604964755803939,-0.0142644790900885,0.0407007913613233,Male,39,Yes,Yes,Employed,Suburban,College,1673503200
63,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,24aa4fc4-fc98-4c8b-9878-1aa5ee33a249,no_churn,0.078103825,0,no_churn,-0.181877415980634,-0.0127265161678769,0.0215068727096968,-0.0642335212952457,-0.0667185565616091,0.040587880193625,0.024212423242825,0.0302226835698638,Female,33,No,Yes,Employed,Suburban,Bachelor,1673503200
8,Yes,No,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,dbc2b9d1-24cb-48ab-b495-7379b092cdbe,no_churn,0.21765836,0,no_churn,0.147006954281997,-0.001388344792067,0.0024534320790007,0.0334625645137202,0.192054035333076,0.120122902973908,0.0840955408788249,0.0931667685943466,Male,50,Yes,No,Employed,Rural,High School or Below,1673503200
65,Yes,No,High Speed,Expired,Two year,100hrs+,Active,89103814-404b-41e0-a356-9ad5bfb7daa4,no_churn,0.029972484,1,churn,-0.0035453770915592,-0.0006903004611012,-0.0067073614625769,0.0072830625664391,-0.0683770963679671,-0.0780287855481583,0.0534667979123514,0.0475729111669534,Female,62,No,No,Unemployed,Suburban,High School or Below,1673503200
64,No,No phone service,Low Speed,Phone_Support,Two year,<80hrs,Active,64ddf657-a4ea-4a8a-8e2d-4d269c5efc11,no_churn,0.13598026,0,no_churn,-0.104496293816801,-0.0047386759517849,0.0052674031232618,0.0161464726119538,0.0327943351302019,-0.160784500876453,0.0472915048087452,0.0394936034031525,Female,36,No,No,Unemployed,Suburban,College,1673503200
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,4b71f5a2-4625-4cd0-ab71-2c21e33d5f8f,churn,0.20565183,0,no_churn,0.0620135616856805,-0.0040632019055919,-0.05298612666802,-0.0466205174573224,-0.138665238025114,0.0694972067160233,0.0215866930238007,0.0602114707193504,Male,23,No,Yes,Employed,Urban,High School or Below,1673503200
66,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,2c117cd0-f788-44af-b060-23f0872a9fe9,no_churn,0.0243163279999999,0,no_churn,-0.124951189367166,0.0668473034409544,0.0253778651924858,-0.0971473479175256,0.0133878696562715,0.0681453699497978,0.0130340955379779,-0.0237201182641547,Female,70,No,Yes,Employed,Suburban,Master,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,79235aea-d917-439f-a009-ba6ad0b0cb58,churn,0.5766852,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,79,No,No,Unemployed,Suburban,College,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,531acc45-f1e7-4fdb-93b3-3b01d9e75d86,churn,0.0050112475,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Male,38,No,No,Unemployed,Rural,College,1673503200
2,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,d2cc7365-4cff-4f70-ac74-5b9c50300d90,no_churn,0.60243183,1,churn,0.206350607529021,0.078453029015609,0.0074580326403611,-0.0115429856284345,-0.0124097515172888,0.15106341446065,-0.0151568006948491,-0.0096781943498081,Female,37,No,Yes,Medical Leave,Urban,College,1673503200
31,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,1fb88e6d-2f4a-4b35-8aeb-a8f3138a1612,no_churn,0.1579332,0,no_churn,-0.0507171071122229,-0.011078900387838,-0.0722868607072268,-0.0585644408100415,-0.0734786391916532,0.054295413458658,0.0066052333196512,-0.0238008497190639,Male,36,Yes,Yes,Retired,Suburban,Bachelor,1673503200
29,No,No phone service,Low Speed,Expired,Month-to-month,0hrs,Disabled,4601a234-01aa-43c6-bf21-f6c3128141f9,no_churn,0.1790615,0,no_churn,-0.106100558058433,0.0566226591881604,0.0170101052143218,-0.11399153087782,-0.0972943372784811,0.0610750713535344,-0.0261533712322034,-0.0346941897394208,Male,72,No,Yes,Employed,Urban,High School or Below,1673503200
10,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,09499bf3-2c35-4c1f-bff6-cb00d0085685,no_churn,0.2560203,0,no_churn,0.0652660127989474,0.108748022852778,0.0421255012651226,-0.123830237692191,-0.0086873878963797,0.100409724771971,8.14410882230732e-05,-0.0031392240530112,Female,47,Yes,No,Employed,Suburban,High School or Below,1673503200
67,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,222b0d03-568d-4eca-b423-4847dd63dc4f,no_churn,0.014644376,0,no_churn,-0.124298369035714,-0.0153872589776074,0.0139063620397973,-0.0660192583747448,-0.0373152134569136,0.0339926003409345,0.0316108456463371,-0.0305158595852299,Female,30,Yes,No,Disabled,Suburban,High School or Below,1673503200
68,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,f89eed0a-2835-4b6d-aedd-153ef90e5b5b,no_churn,0.010468489,0,no_churn,-0.0275567860303454,0.163607078163568,0.0683647222718354,0.0352503693689232,0.122726599294947,0.134243994182607,-0.0010445685727518,-0.0046175580482395,Male,46,No,Yes,Unemployed,Urban,High School or Below,1673503200
62,No,No phone service,Low Speed,Expired,Two year,<80hrs,Disabled,3c65bcff-dd76-43b1-b4cf-8262b13bb460,no_churn,0.009164239,0,no_churn,-0.0847986999847307,0.0217051330547565,0.0030281367871657,-0.041648763181156,-0.0130155662439665,-0.156891076061941,0.0173867193108617,-0.0147920361199066,Female,24,Yes,Yes,Unemployed,Suburban,High School or Below,1673503200
54,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,01e695d5-73ed-4f4a-ad27-1aa1c77cb040,no_churn,0.0176545569999999,0,no_churn,-0.110410775602013,-0.0146375962639285,0.0327302958338441,-0.0334762432905154,-0.068129017737865,0.0280050781145473,0.0316154997518788,-0.0263900578419088,Male,64,Yes,No,Unemployed,Suburban,College,1673503200
33,No,No phone service,High Speed,Expired,One year,<80hrs,Disabled,8d293e5f-ab1a-4b66-93b0-6699224b8b82,no_churn,0.03473556,0,no_churn,-0.0884415709783161,-0.0053572502934639,-0.0057159806881259,-0.0550394344466258,-0.0292715914072186,-0.0752019184276696,0.0204540288916223,-0.0204524355624516,Female,31,No,Yes,Employed,Suburban,High School or Below,1673503200
16,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,10cd7ee1-48da-4463-bbac-d2d0b7a123df,no_churn,0.35879147,1,churn,0.175774419955551,0.00101660434113,0.0281120227839528,-0.061279289100712,0.0730431331176078,0.115083564847919,-0.008873519204626,-0.0071649821927076,Female,31,Yes,No,Retired,Rural,Bachelor,1673503200
16,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,6921d353-3f1a-4ecd-9a85-09979076e3f2,no_churn,0.20555744,0,no_churn,0.109763647354225,-0.000387801647862,0.0106174204081798,-0.0215144131850684,0.0569046556103467,0.109480228753728,0.0920585276474639,-0.0497579350234673,Female,47,No,Yes,Employed,Suburban,College,1673503200
45,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,f2280e06-5944-42f4-8c45-1b3b2155b646,no_churn,0.08278838,0,no_churn,-0.177018457773629,-0.0073426592269606,0.0168151590585694,-0.0448140218410299,-0.0568817753595249,0.0336109886801568,-0.0043790530687147,-0.0190163319709972,Female,72,Yes,Yes,Employed,Rural,College,1673503200
4,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,5871e69d-5a84-4ecb-a5f1-764544696eb7,no_churn,0.34114844,0,no_churn,0.25844847787439,0.0039276897648232,0.0449572567463292,0.095801911565286,0.0754075973788803,0.132315733890846,0.0237607439867679,-0.0111455521606694,Male,65,Yes,No,Retired,Suburban,Bachelor,1673503200
50,No,No phone service,Medium Speed,Expired,One year,<80hrs,Disabled,102fa6ce-a8d7-4cd9-bfd4-82180e26f62e,no_churn,0.04060747,0,no_churn,-0.0469548027647351,0.0371995385414084,0.0149906991875241,-0.0093041361727682,-0.0245660502538521,-0.0729853362504877,0.0532847875824245,-0.0306908490398927,Female,53,No,Yes,Employed,Suburban,Bachelor,1673503200
72,Yes,Yes,Low Speed,Expired,Two year,0hrs,Disabled,fe514e4d-0cd1-4ab8-9e3d-f06bbe792a5c,no_churn,0.004808609,0,no_churn,-0.0910378620772553,-0.0040528575196367,-0.0002118211574679,-0.0325422088188543,-0.0003405864962405,-0.108142514062238,-0.0112313058748986,-0.0214669969391252,Male,60,Yes,Yes,Employed,Suburban,College,1673503200
47,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,754c588d-fcff-4ef6-adad-e874b8fc292a,no_churn,0.047718618,0,no_churn,-0.094392721370441,-0.0193544094807293,-0.0370007470306154,-0.0872623944224142,-0.0180767059217942,0.0255301964057434,-0.0178375080172918,-0.0206318621868376,Male,71,No,No,Employed,Suburban,College,1673503200
34,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,7db7ee0a-97c5-4666-b05e-bd741f0de68a,no_churn,0.059402958,0,no_churn,-0.0534152783154422,-0.0054146818048684,-0.0748156406571251,-0.0730064905664312,-0.0566504402344071,0.0420098525776666,0.0214091564434056,-0.0191426298109854,Female,55,Yes,No,Employed,Rural,College,1673503200
72,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,4995ac59-062a-4bb5-a92d-8b9ceb0f9e98,no_churn,0.0019187479,0,no_churn,-0.0907681456706973,-0.0050762043836607,0.0016607445071826,-0.0266212807352008,-0.0064086965566411,-0.115017533493838,-0.0100282397656201,-0.0167667976579878,Female,58,Yes,Yes,Medical Leave,Suburban,High School or Below,1673503200
5,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,680dbd08-8a7e-4258-b6e0-07572aadb14b,no_churn,0.31115922,0,no_churn,0.136630238368189,-0.0017913823664639,-0.0220535905808083,-0.0028403366082329,0.0461170060471522,0.0924032215924035,0.0728884838403701,-0.0408365968215366,Male,24,No,No,Employed,Suburban,Bachelor,1673503200
53,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,18d5974c-d471-4e39-b451-2e33462c3afe,no_churn,0.058569357,0,no_churn,-0.113588642635841,-0.0082494465748823,0.0240549563091917,-0.022793024760831,-0.140474432926021,0.0378545124614356,0.0169674825342099,-0.0144642243481939,Female,58,No,No,Unemployed,Suburban,College,1673503200
39,No,No phone service,High Speed,Expired,One year,100hrs+,Disabled,2febc470-a29b-467e-9aa3-897858d017a6,no_churn,0.045156825,0,no_churn,-0.0109968402749564,0.0121023191831864,-0.0038060488481073,-0.057103201377713,-0.0269007218014257,-0.183178667288626,0.0112518324375105,-0.0103948248482447,Female,26,Yes,Yes,Unemployed,Suburban,College,1673503200
64,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,80e70c8d-bc71-4dbb-ab87-462827836838,no_churn,0.102081604,0,no_churn,-0.101992009942514,-0.0043617494055615,-0.0066091000318374,-0.0380355151721232,-0.0271562823137719,-0.134668258323363,0.0193178820575303,0.0244788801196591,Male,55,No,No,Employed,Suburban,Bachelor,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,05633f94-794e-4100-89a0-8a605f13052e,no_churn,0.011313354,0,no_churn,-0.151622002806228,-0.0124704571258666,0.0138850504297943,-0.0260942560726653,-0.0535079051067077,0.046878657622592,-0.0171445742868331,0.0410493351205104,Female,30,Yes,No,Disabled,Suburban,High School or Below,1673503200
59,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,1cedc82a-ee8e-41fd-bd89-d3203fe22049,no_churn,0.21472886,0,no_churn,-0.164553730308035,-0.0124763336323667,0.0290825612601929,-0.0494589080245168,-0.0089795770861928,0.043488322013809,-1.94752535389853e-05,0.03389099100792,Male,33,No,No,Unemployed,Suburban,College,1673503200
61,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,1a8b1f2e-81b8-450e-9a29-367269b12a46,no_churn,0.33892488,0,no_churn,-0.147758894290123,-0.0110362248744058,0.0230641953257782,-0.0452649361584917,-0.108012399830332,0.0456361036902126,-0.0397972072873926,0.0441432113314294,Female,46,No,Yes,Unemployed,Suburban,College,1673503200
63,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,a4823e19-aec3-4843-a074-46b9ceb5022b,no_churn,0.19220065,0,no_churn,-0.181877415980634,-0.0127265161678769,0.0215068727096968,-0.0642335212952457,-0.0667185565616091,0.040587880193625,0.024212423242825,0.0302226835698638,Male,42,No,Yes,Unemployed,Urban,College,1673503200
71,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,26d912f0-8eb8-440c-b496-41b9298b217d,no_churn,0.045406826,0,no_churn,-0.063643557262867,-0.0015796297850738,-0.0268074109189728,0.0462477617842796,0.125316947355905,0.113306004720762,0.0833146906791262,0.10081904206374,Female,76,No,No,Unemployed,Urban,College,1673503200
69,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,ba5f6d2b-a9fb-489f-a9a6-5989ddf4f710,no_churn,0.2938676,0,no_churn,-0.0086260759551623,0.0026387823238837,0.114158042497675,0.077997053254694,0.0114210715975241,0.0698592688502867,0.135904011011571,0.127621698699058,Female,58,No,No,Employed,Suburban,Bachelor,1673503200
26,Yes,No,High Speed,Expired,One year,<50hrs,Active,7a8a20d9-49c8-49f9-b32d-c00cc2d77dfd,no_churn,0.14107001,0,no_churn,-0.0863380170253594,-0.003539913094155,-0.024810206762213,-0.0728036547308693,-0.0640294152763635,-0.0880157676935505,0.0226248953450704,0.0478859267185725,Female,44,No,No,Employed,Rural,High School or Below,1673503200
34,Yes,No,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,becf2f27-f070-49e8-8cb8-077ae374f877,no_churn,0.44811884,0,no_churn,-0.14932264301402,-0.00404797454059,-0.0282349956993857,-0.0297783068281023,0.0060606183407981,-0.0032701154464666,-0.0271395246379506,-0.0272932086465516,Female,25,No,Yes,Employed,Urban,Bachelor,1673503200
69,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,3a4a0a74-abe3-4914-8c51-1ffa6f4b8818,no_churn,0.19209118,0,no_churn,-0.0316507264789515,-0.003984666142278,0.0883304668427626,0.0688616845013712,0.0242109071935283,0.0960731714488156,0.0797184140044555,0.0789146007991803,Female,50,No,No,Employed,Rural,College,1673503200
46,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,5245a5a4-20d8-4307-abf0-1bab9728a900,no_churn,0.23789787,1,churn,-0.150977158691585,-0.0023713854743618,-0.0015981801782982,0.0988715523656355,0.0592534716915179,-0.076923856790745,0.0045388228029696,0.0601805848533149,Female,80,Yes,Yes,Employed,Suburban,College,1673503200
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,8bd83955-5fb4-4eef-8ff1-775488a49ea0,no_churn,0.076044954,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,23,No,No,Employed,Suburban,Bachelor,1673503200
26,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,d67cc718-9622-43e0-a12c-38eff741ef24,no_churn,0.08675383,0,no_churn,-0.134898301670382,-0.0116380556292278,-0.126688416967518,0.0473023381520215,-0.0205145965271185,0.0160197902278196,-0.0066027684431173,0.0046605255809299,Male,56,Yes,Yes,Unemployed,Suburban,College,1673503200
72,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,b7e4df03-b6e0-4515-a7a5-053f4ab7007f,no_churn,0.24425973,1,churn,-0.0565659155623643,-0.0003203646040128,0.0659608505339701,0.13248365632764,0.10934073885885,-0.0115742768115023,0.0886113987544604,0.103037766263042,Female,49,No,No,Employed,Suburban,Master,1673503200
68,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,f1ad7ec3-cd91-4178-965b-a22e2fbe713e,no_churn,0.07116745,0,no_churn,-0.167863659037994,-0.0067483019837345,0.00545219244299,0.0521370436109009,0.0064658194429011,0.0381156628013832,-0.0530209059699836,0.0514359967252858,Female,27,No,Yes,Employed,Urban,College,1673503200
52,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,59ddd238-38cf-4701-8e23-35399ac59d83,no_churn,0.14693353,0,no_churn,-0.189067146198927,-0.0060217186416048,0.027856552561825,0.0332790231445687,-0.0705234111803565,0.025209758895462,0.0302885276577944,0.0299522619375056,Female,29,No,No,Retired,Suburban,Master,1673503200
68,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,c2313397-ef57-47f2-b0da-6e92a7444451,no_churn,0.2550594,0,no_churn,-0.122803892617712,-0.009148254609172,-0.107551641050959,0.0457707153025512,-0.0017498255075042,0.0408057213236134,0.0218037218321842,0.0293473035063834,Male,49,Yes,No,Employed,Suburban,Bachelor,1673503200
56,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,625e1716-913f-4864-8190-34f63aef7bd2,no_churn,0.09334409,0,no_churn,-0.178631929936023,-0.0113410519712124,0.0219643619467751,0.0302522130761281,0.010993027675222,0.0243456140408943,0.0120793054603927,0.0313123077650379,Male,79,No,No,Employed,Suburban,High School or Below,1673503200
70,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,00f1862c-ca3c-402b-86a7-96ee140184f4,no_churn,0.34929776,1,churn,-0.169857992161169,-0.0029933552961801,0.0631882720436306,0.0178009125980361,0.0346399126055257,0.0830072688527934,3.42632725551084e-05,0.0772974264494223,Male,62,Yes,No,Unemployed,Suburban,High School or Below,1673503200
70,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,10fa0805-f2cd-42bf-ad65-637c7ebcc64d,no_churn,0.08885912,0,no_churn,-0.0219174142039492,-0.0037493667416492,0.0911754110809488,0.0878036852362492,0.029949182349128,0.0818019019503935,0.101683326520833,0.0957271253190265,Male,46,No,Yes,Employed,Suburban,Bachelor,1673503200
32,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,2aebf4ff-878f-495b-9d73-105c528eed18,no_churn,0.3296341,1,churn,0.0220356539445765,-0.0011818003623193,0.0818294538389454,0.160313231854207,0.0201685075452496,0.117533229327282,0.0662153993788297,0.0815601827888167,Female,73,No,No,Unemployed,Suburban,Master,1673503200
36,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,ca50b383-d0a6-4f48-bfd0-5471d2a7aa5b,no_churn,0.3428331,1,churn,-0.110512058929207,-0.0036570556604419,-0.119546079156098,0.0392295783014742,-0.0317455961747782,0.0343138796628045,0.0285070112324865,0.0033603603720257,Female,71,No,Yes,Medical Leave,Rural,Bachelor,1673503200
50,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,f3d1d53d-7b23-4e9d-b4bc-e0e57d5677aa,no_churn,0.29228806,1,churn,-0.0530434459038406,-0.0046366868528275,0.0887648075847027,0.0982410083039485,-0.0737260862579387,0.0525543633045708,0.118485832757069,0.048834064462826,Female,23,No,Yes,Employed,Suburban,High School or Below,1673503200
72,Yes,Yes,Fiber optic,In_Store_Support,Two year,<80hrs,Active,0bb845cc-9549-4689-bcd8-ad66ee761fb6,no_churn,0.03430673,0,no_churn,-0.15737879986691,-0.003192468269035,0.0069187038370728,0.0346301019523161,-0.0504451323597641,-0.147902859028281,0.0230605436654514,0.0252837575840476,Male,29,No,Yes,Employed,Suburban,High School or Below,1673503200
24,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Active,3ba7568f-99c9-45e7-9f97-d9647959f8bd,no_churn,0.43655297,0,no_churn,-0.0108878037628164,-0.0022285974528494,0.118413196534675,0.0950298859455051,-0.0169211532949157,0.119086187061894,0.128506548046207,0.0826422632732283,Male,20,No,Yes,Medical Leave,Suburban,College,1673503200
11,Yes,No,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Disabled,315aa8bb-f306-4f6c-8346-700e3efbc9c6,no_churn,0.57622576,0,no_churn,0.0284473082596014,-0.0035946719257481,-0.025360867954605,0.0790980331455284,-0.0957997891789273,0.0676101129248309,0.0545572123906094,-0.0539834875949054,Female,45,No,No,Employed,Suburban,Bachelor,1673503200
59,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Disabled,3ae00db3-eeae-442f-ad63-6661885aca0a,no_churn,0.11799645,0,no_churn,-0.0789848246045767,-0.0029683471377938,0.0262560872293943,0.0940651364926452,0.0578357527140724,-0.0628743745887732,0.0646191909069784,-0.0569747698417813,Female,34,Yes,Yes,Employed,Suburban,College,1673503200
10,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,8e1cedbc-e572-4832-9cb8-a248ab96004f,no_churn,0.6369366,0,no_churn,0.0566288997614447,-0.0088086683983783,-0.0595739431882793,0.127964334052813,0.0325801774599676,0.0664459054132203,-0.0216807742933997,0.0032472898130254,Female,80,No,No,Medical Leave,Suburban,High School or Below,1673503200
19,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,48f8c460-038f-41f4-9da8-314a9be99d72,no_churn,0.18758826,0,no_churn,-0.0428422468682401,-0.0049224544271055,-0.105846467401298,0.102728071266465,-0.0475665950181246,0.0432084003151976,0.0401490727860436,-0.0332672631267996,Male,40,Yes,Yes,Unemployed,Urban,College,1673503200
13,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,0d90ba87-0400-41aa-90c6-453ed2abc7f1,no_churn,0.5919913,1,churn,0.0872337716465244,-0.007706491222998,-0.0307939339502263,0.193624169497944,-0.0016655645903938,0.0999396191501637,-0.0354227871111424,0.0035428448355378,Male,63,No,No,Employed,Suburban,Bachelor,1673503200
17,Yes,No,Fiber optic,In_Store_Support,Month-to-month,0hrs,Disabled,affa2d00-229a-48e8-8628-f951ef6c52d5,no_churn,0.57166964,1,churn,0.0653170375565787,-0.0030333490571138,0.0029911360119149,-0.0679408856475129,-0.164110796727891,0.0752715723932942,-0.0121659725159042,-0.0268511998421126,Male,46,No,No,Employed,Suburban,College,1673503200
17,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,8e1cc035-ab0b-4545-81c3-691b7be98b46,no_churn,0.16426708,0,no_churn,-0.03145442281555,-0.0063136499203938,0.0143878171834785,-0.0912903190221186,-0.108663564512563,0.0194892111039098,0.0071439869165624,0.0176747888128193,Female,27,No,No,Employed,Urban,College,1673503200
15,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,e60150d4-25b5-4af0-b36b-0f5c013d8401,no_churn,0.21924242,1,churn,0.0476681955725598,-0.0081363603250611,0.0288002594543741,-0.0754373704379941,-0.044872475598313,0.0546779519672327,0.0183501614059423,0.0099234899396651,Male,34,No,No,Employed,Suburban,Master,1673503200
68,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,5a92ebb7-8cdb-40f3-bc0c-7cc0638255c7,no_churn,0.012177155,0,no_churn,-0.103687303656516,-0.0010441383267971,-0.0508313362616536,0.0183481738302543,0.0882881035239188,0.0920425196987707,0.0590956291457223,0.0949050576178342,Male,49,No,No,Employed,Rural,Bachelor,1673503200
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,2c026cdb-c868-40ef-8b17-ed50960124d8,no_churn,0.67501426,1,churn,0.111892381697536,0.0895098888992197,0.0410628599970095,-0.0322056580717662,-0.0220504044867311,0.126278235160557,0.106244647374697,0.0509085730384686,Female,74,No,Yes,Employed,Rural,High School or Below,1673503200
4,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,fc881e19-aea8-41d0-b5dc-9482d16a7010,no_churn,0.42814422,1,churn,0.273556666092836,0.0050598927637111,-0.0113987927739071,0.0520782211187997,0.0201629898506325,0.1269839739299,0.098828313296417,0.105702591276913,Female,74,Yes,No,Employed,Urban,Bachelor,1673503200
9,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,c6d5ea82-52a1-467e-b3ed-4cd7b07b8691,no_churn,0.34433228,0,no_churn,0.123011151381943,0.144181687825849,0.0857540125928426,-0.018612298232415,0.0637248903570798,0.154212283656125,0.0612655148511748,0.0639366178377713,Male,74,Yes,Yes,Employed,Suburban,College,1673503200
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,0377bf43-3cb8-497a-85d1-8d698c053393,no_churn,0.47021747,1,churn,0.162497623858908,-0.0117147890030173,-0.0613047004447435,-0.149699251482834,-0.120470648540013,0.0824429920879083,0.0090344702953734,0.0568548175874821,Female,44,Yes,No,Employed,Suburban,Bachelor,1673503200
24,Yes,Yes,High Speed,Expired,Two year,100hrs+,Active,c41ae256-abbe-4527-a3f6-93747a1a891f,churn,0.018661799,0,no_churn,-0.045717394215444,-0.0045083902553233,0.0210283799584067,-0.0393044954585821,-0.0601782479042049,-0.161581487661097,0.0138162677248328,0.0174192149779446,Female,20,No,Yes,Employed,Suburban,Bachelor,1673503200
40,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,592a8f09-4229-458f-904f-6bc22fd2d588,no_churn,0.17203559,0,no_churn,-0.0610579567736567,-0.0076080020051813,-0.0358662385381285,-0.0984510658633735,-0.0550607566407961,0.048381120251488,0.0221638664852162,0.0358062153038918,Female,56,Yes,No,Medical Leave,Suburban,High School or Below,1673503200
23,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,867e34df-773b-4444-a99c-60237dbeb6b8,no_churn,0.4245001,0,no_churn,-0.0616574895852909,0.134298872861937,0.0651414526517601,-0.0061012810875627,0.0577332648416813,0.123393347226083,0.111328760305587,0.0568369309627996,Female,78,Yes,Yes,Employed,Rural,College,1673503200
52,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,eac30509-37ee-4e8b-b004-8fb1dea098fa,no_churn,0.2139103,0,no_churn,-0.106604297213344,-0.0067529924754489,-0.0244886710453101,-0.0578924895522504,-0.134334604727956,0.0295996484974784,0.0160289658399051,0.0254182882568966,Male,21,Yes,No,Unemployed,Suburban,Bachelor,1673503200
72,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,a624a0c5-d50e-4e73-af11-7678898989f3,churn,0.012502061,0,no_churn,-0.08026169444272,-0.0067416882432735,0.0422210199508617,-0.0734727626356061,-0.0116532567371223,0.0758020653696712,0.0631884374414085,0.0652250619209371,Female,27,No,Yes,Employed,Suburban,High School or Below,1673503200
40,No,No phone service,Medium Speed,Expired,Month-to-month,<80hrs,Active,99e6062e-9684-4b01-820c-e77faeff228b,no_churn,0.36355636,1,churn,-0.0627916363483564,0.0365921753227485,0.0233498433222212,-0.0819370475350933,-0.0127902649092811,0.0699708046744763,-0.0559802066277188,-0.0154398211416719,Male,47,Yes,No,Employed,Urban,College,1673503200
46,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,14eda05e-ca1f-4aa8-b332-52f19fcf9943,no_churn,0.11714122,0,no_churn,-0.115580270069049,-0.0092624702394823,-0.0384928665631014,-0.073071602089858,-0.0995786067709195,0.0351250132322456,0.0165127024947651,0.0353219480614643,Male,70,No,No,Employed,Rural,Bachelor,1673503200
43,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Active,be2a0a09-4044-46aa-9b72-7932ed10ddec,no_churn,0.30589876,1,churn,-0.125450137048183,0.018509835441273,-0.019901715244996,-0.023677725458765,-0.0723323308823273,0.0461215084486138,0.0021799043883038,0.0355245085491696,Male,31,No,No,Employed,Suburban,Bachelor,1673503200
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,09e92664-093b-46d7-860c-aaa517995084,no_churn,0.5693701,0,no_churn,0.293942634249738,0.0623900810171744,0.0325024869752451,-0.0250267771406424,-0.0672087620827642,0.164414357929059,0.0964483585857533,-0.0421716981417239,Male,51,No,No,Unemployed,Suburban,College,1673503200
16,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,c6a82c50-bd3a-4b54-8bb1-104011318d2b,no_churn,0.015351475,0,no_churn,0.148747254948248,-0.0063068590389593,0.0163703630145391,-0.040338746141133,-0.001119077496296,0.097853830140466,-0.0405146246133335,0.0102975856103148,Female,44,No,No,Employed,Suburban,Bachelor,1673503200
52,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Disabled,55293b03-a6fb-4715-8611-6b216c666501,no_churn,0.009144599,0,no_churn,-0.0742825570874993,-0.0040058937762114,0.0049148609849726,-0.070856592998216,-0.0151944878692665,-0.11029709777169,0.0186154159833131,-0.0179197996657421,Male,35,Yes,No,Disabled,Rural,High School or Below,1673503200
5,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,4b3a2e17-2ec9-41ac-b820-a17a3f58c7c1,no_churn,0.034376554,0,no_churn,0.112602365309604,-0.0009142462966701,0.0064103486805379,-0.0453572686773077,0.0295695819887259,-0.0297917768169554,0.0866997502483081,-0.0457449057438771,Male,54,No,No,Disabled,Suburban,Bachelor,1673503200
58,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,e207c289-9f12-4005-a870-10d7b1eaf3df,no_churn,0.022176115,0,no_churn,-0.144164379818158,-0.0066328799797156,-0.0310655383877474,-0.0253144065246942,-0.0526899693454197,0.0348471447357496,0.0373476185840718,-0.021353742539286,Male,71,No,Yes,Employed,Suburban,Master,1673503200
13,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,2dcde2f3-4537-445d-b075-a54763369c56,no_churn,0.030232973,0,no_churn,0.0010640374479316,-0.0192274713538972,-0.0564734737796789,-0.117028731431328,-0.0392408564584729,0.0265939843280375,0.0484111639784987,-0.0331248045533448,Female,67,No,Yes,Employed,Suburban,College,1673503200
5,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,2e228aa5-4aed-40fd-bf55-4384aef5706c,no_churn,0.12665229,0,no_churn,0.17822898374201,-0.0074712911340975,-0.0633794636476795,0.0150392621870378,0.0922227253347682,0.120912984287233,-0.0289362991239795,-0.0483811441206489,Female,64,No,No,Unemployed,Suburban,High School or Below,1673503200
59,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,5797b1fd-741e-4ac4-838f-02ea36c32c0b,no_churn,0.021660456,0,no_churn,-0.134832739271824,-0.0094710984805351,-0.0515024573107257,-0.0245106416035378,-0.0492715858380142,0.0132117131979975,0.0170574338436199,-0.0230401091751264,Female,71,No,No,Employed,Urban,College,1673503200
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,34afc7f2-c034-44f6-ba07-f3d0ff977edf,no_churn,0.62016493,1,churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Male,56,No,Yes,Employed,Urban,College,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,4ffc85ba-b6ae-4b4d-84d5-4ca77c3cd3ff,no_churn,0.2600784,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,32,No,Yes,Unemployed,Suburban,High School or Below,1673503200
56,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,a44b53a5-5329-421d-9b83-763bc514bd4d,no_churn,0.008938703,0,no_churn,-0.0561434877538249,-0.0098764861451491,-0.0227810240629696,-0.0104472969920971,-0.0718107431915359,0.0445983388472905,0.0571020959040288,-0.029858022671342,Male,55,No,No,Employed,Suburban,Bachelor,1673503200
7,No,No phone service,High Speed,Expired,Two year,<80hrs,Disabled,9bd7cf36-0be9-4a53-8be2-42468195784d,no_churn,0.012767095,0,no_churn,-0.0147916568936238,0.006301156367399,0.0016778274587818,-0.0642566993839136,0.0016118528619335,-0.170461778261779,0.0279247522207788,-0.0170316071382194,Male,27,Yes,Yes,Unemployed,Suburban,Bachelor,1673503200
22,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,46584df2-a397-4153-892d-bf32ce675e1b,no_churn,0.053950667,0,no_churn,-0.0638359432911693,-0.0062622427946735,-0.0400355424709141,-0.064709215580433,-0.0311526703964773,-0.0113836628463195,-0.0206648295903414,-0.0183153770420267,Male,37,No,No,Unemployed,Rural,Master,1673503200
51,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,3f0fa62e-2b90-46f3-891e-7e399a066546,no_churn,0.02812484,0,no_churn,-0.0641785753232761,-0.0043634184803886,-0.0621835603621411,-0.0128167947579368,0.0648542058045677,0.0557572673612594,0.0930886455207655,-0.0591839200317463,Male,76,Yes,Yes,Employed,Suburban,High School or Below,1673503200
1,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,2151b2fc-df24-4eec-a050-1487ecb4ba42,no_churn,0.7147608,1,churn,0.284980805660944,-0.0061757712153666,0.0980026618567171,0.0323131287546675,0.0429574664253414,0.160940752752467,0.0304166901281132,-0.0174618832207761,Female,23,No,Yes,Disabled,Suburban,Master,1673503200
24,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,70b65818-cee7-418a-9e52-bedb1c1dc670,no_churn,0.015020024,0,no_churn,-0.113270810864615,-0.008186472526213,-0.0436372247201688,-0.0755706092934724,-0.0029644427543826,0.030709581806177,-0.0242037260159031,-0.0219024472630462,Male,68,No,Yes,Retired,Suburban,College,1673503200
15,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,94d2ef86-be68-45fd-affa-91f86c71194a,no_churn,0.01755126,0,no_churn,0.0274339240255267,-0.0040796880178095,0.0247328559796733,-0.037190489251443,-0.0363723118860798,-0.188244977081376,-0.0005560302091544,-0.0137494356181741,Female,46,No,No,Unemployed,Suburban,College,1673503200
58,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,715b6f8c-2fce-4ee8-8387-f12a8d845240,no_churn,0.059026804,0,no_churn,-0.111979031861392,-0.012880829997448,-0.0285401086646197,-0.0293748623981991,-0.0512977660511933,0.0274433407812284,0.0181464963362486,-0.0205433895095302,Female,35,No,No,Employed,Urban,Bachelor,1673503200
56,Yes,Yes,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,4b85b4f5-805e-4e93-a4fd-02ca3bf02d22,no_churn,0.010555344,0,no_churn,-0.0689535924258234,-0.0107524311523047,0.0019444140476116,0.0003097526452802,-0.128239925903927,0.0297638169144738,0.0483083194183018,-0.031406506169369,Male,73,No,No,Employed,Suburban,College,1673503200
64,Yes,No,Low Speed,In_Store_Support,One year,100hrs+,Disabled,7b2f66ad-c393-475e-a5dd-6936d9d570da,no_churn,0.01776024,0,no_churn,-0.0833508881504258,-0.0047900265578755,-0.0176284061320802,-0.0171302770310376,-0.0220654041662146,-0.100531527279563,0.0141712910608021,-0.0177009130364513,Female,23,No,No,Unemployed,Suburban,Bachelor,1673503200
11,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,e37f3408-9b05-47d0-a0fe-e08e370be833,no_churn,0.14769161,0,no_churn,0.0292864235228989,-0.0126673236160422,-0.0254823114281862,-0.095286433872734,-0.0635399076838257,0.0508610619187766,-0.0139591962095437,-0.0071818231066754,Female,78,No,Yes,Employed,Rural,Bachelor,1673503200
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,3338b996-7c1c-4129-adda-bc2f955688de,no_churn,0.1037973,0,no_churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Male,25,Yes,Yes,Employed,Suburban,High School or Below,1673503200
17,Yes,No,Medium Speed,Phone_Support,One year,100hrs+,Disabled,dcf22133-c7a9-4037-b184-e9f8d03ee75e,no_churn,0.038392477,0,no_churn,-0.0092771288425501,-0.0037476547365986,-0.0166816870826187,-0.0124186862723399,0.0325158793478112,-0.114622305656976,0.0689323911115388,-0.0437269591907534,Male,56,No,Yes,Employed,Suburban,College,1673503200
18,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,de0b2c1c-36b5-42e7-9beb-aec3d177841c,no_churn,0.013119918,0,no_churn,0.0351463248073196,-0.0083663303525463,-0.0082740161514357,0.017646881342307,-0.0287592927581499,0.0686951082317136,0.10155932476624,-0.0566741491476568,Female,41,Yes,No,Employed,Suburban,College,1673503200
62,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,f8404599-6667-49d4-a2eb-3b0e85cc641a,no_churn,0.0075246409999999,0,no_churn,-0.0724789114945451,-0.0072549229353353,0.0060666671892204,-0.0123990569581883,-0.0099235783624499,0.0623094575577124,0.0084583644444956,-0.0138041695272477,Male,79,Yes,Yes,Employed,Rural,Bachelor,1673503200
10,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,a6fe6c88-3958-473c-857a-fe46004b5a53,no_churn,0.12538879,0,no_churn,0.0240904600890098,-0.0143050814346497,-0.0522158663678146,-0.0630333940426317,-0.0319684073081953,0.0448167998606095,0.0447010808452432,-0.0336242844809385,Female,34,Yes,No,Disabled,Suburban,College,1673503200
24,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,0785bb01-2c0a-4a01-a778-d238d1665203,no_churn,0.061159145,0,no_churn,-0.0607712954602175,-0.010770643443684,-0.0879203831070844,-0.0325465735708894,0.0119067182423896,0.0535046163339029,-0.0040344032635039,-0.0152275187821942,Male,65,No,No,Unemployed,Suburban,Master,1673503200
37,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,e9c7fd82-df94-4847-8c0f-243b795c2c46,no_churn,0.03206747,0,no_churn,0.0280477983063156,-0.0105789301267213,0.0093710162070419,-0.0203546640500917,0.0859523616169281,0.0832055834121729,-0.0245865642914668,0.0199172485482995,Female,22,Yes,Yes,Employed,Suburban,High School or Below,1673503200
9,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,2e07aac8-9240-4d71-a527-ef8552ebd422,no_churn,0.07346713,0,no_churn,0.022606302419017,-0.0170707726467298,-0.06575454650354,-0.164609076797824,-0.0199686462690442,0.0534826178484581,0.0386524651971376,-0.0363644938788002,Male,60,No,Yes,Employed,Suburban,High School or Below,1673503200
29,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,eec142b9-16ad-43ce-a824-31b921ea96f3,no_churn,0.016629593,0,no_churn,-0.096498598570588,-0.00433073165128,-0.0206710466591266,-0.0504410671966979,-0.021033785925083,-0.0661402675104545,0.0092588683535541,-0.0191695243280719,Male,37,No,Yes,Employed,Rural,Bachelor,1673503200
24,Yes,No,Low Speed,In_Store_Support,One year,<80hrs,Disabled,ffebd80c-d2cb-42d4-8436-cf2bcce8d936,no_churn,0.0151562019999999,0,no_churn,-0.0781567863167492,-0.0089447830350945,-0.0195428699528565,-0.019878653922201,-0.0328180640110986,-0.0726483455394827,0.0275597782417571,-0.0245964266937517,Female,69,Yes,Yes,Employed,Suburban,Bachelor,1673503200
24,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,63ac312f-a49d-4a75-abb0-1a42015ecba6,no_churn,0.008171728,0,no_churn,-0.0847177591719901,-0.0064022241977727,-0.0040578842810646,-0.0331141902880881,-0.0331460474653067,0.064363465779661,0.0506440551613377,-0.042595566436421,Female,20,Yes,Yes,Employed,Suburban,Bachelor,1673503200
25,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ef8b260f-5741-4ea1-b832-612263df687d,no_churn,0.026204877,0,no_churn,-0.0824737419962912,-0.0127516976641891,-0.0713681993300997,-0.0678701701748741,-0.0300603330870581,0.0059369255984438,0.0092313391359766,-0.0196702738195745,Female,64,No,No,Retired,Suburban,High School or Below,1673503200
11,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,bb1aa582-645f-4024-9dbb-de5ea9c0523b,no_churn,0.20736423,1,churn,0.0292864235228989,-0.0126673236160422,-0.0254823114281862,-0.095286433872734,-0.0635399076838257,0.0508610619187766,-0.0139591962095437,-0.0071818231066754,Male,50,No,No,Employed,Rural,High School or Below,1673503200
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,c6d71a19-477a-4f29-bae2-39ddd37fcb73,no_churn,0.0017634731,0,no_churn,-0.0971028700043643,-0.0071924322667609,0.0029734244903147,-0.0237986078159792,-0.0244793877880874,-0.117479777514973,0.0122616580776684,-0.0142081610722107,Female,30,No,No,Retired,Suburban,Bachelor,1673503200
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,a120ef13-4c38-44af-9fe8-efa07ae7ec11,no_churn,0.1685849,0,no_churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Female,28,Yes,No,Unemployed,Suburban,Bachelor,1673503200
30,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,bf4cc887-efbb-41de-874b-0bae8f26e8a4,no_churn,0.009390279,0,no_churn,-0.0164962670049317,-0.0037019721802789,0.016227134945002,-0.0245344983332142,0.0511372570747153,-0.104293888085667,0.0447885784096615,-0.0320413856877712,Female,21,No,Yes,Employed,Suburban,Master,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,bd17925c-dbab-406b-b09c-6b91dafc83b7,no_churn,0.001981075,0,no_churn,-0.134818848356734,-0.0171489356840459,0.0008296970492426,-0.0334404473286383,-0.0315077949427575,0.0394696595659434,-0.0148053040062711,-0.0359375114640056,Male,71,No,No,Employed,Urban,College,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,bf229982-7987-475e-b6bb-57dc8f591030,churn,0.577903,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,73,No,No,Medical Leave,Suburban,Master,1673503200
3,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,f1456fb6-4d79-4ee7-a3c3-460ba075ce56,no_churn,0.5071732,0,no_churn,0.1221234926067,-0.009795282405812,0.0241578597907164,-0.0948248913474435,-0.0443155765206574,0.0909555003730838,0.0969677990687068,-0.0509617194413931,Female,49,Yes,Yes,Unemployed,Rural,High School or Below,1673503200
2,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,6b733c89-9320-43bf-a9d4-165ef1c2af90,no_churn,0.1150455,1,churn,0.142336728463083,-0.0069303326217959,-0.0317876829457918,-0.0760194512047883,0.018235312732595,0.0969271738934821,0.0727608036106721,-0.059143577239929,Male,37,Yes,No,Employed,Rural,High School or Below,1673503200
8,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,04319626-12bf-471f-8b43-f16da645cf30,no_churn,0.3454867,0,no_churn,0.02481206165412,-0.0172169437838965,-0.0217225857276298,-0.110032677764211,-0.02407927138378,0.0516996819095857,-0.0158552051137849,-0.0182737633451142,Female,57,No,Yes,Unemployed,Suburban,College,1673503200
72,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,5173a6bc-d222-4a37-8349-6f4a71dea099,no_churn,0.002163703,0,no_churn,-0.0968882910998377,-0.0048580846769914,0.004772961832707,-0.0278378495446691,-0.0147155458998486,-0.13436271924581,0.0216301733642603,-0.0167667976579878,Male,53,No,Yes,Unemployed,Rural,College,1673503200
20,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,8d250b6a-8bf3-4e57-9f63-54f1624e519d,no_churn,0.42144087,1,churn,-0.161461618039698,0.006819604393022,-0.0106991864943302,-0.0655890819437081,-0.0643314157246459,0.0522791586103267,0.0011394990253302,-0.0271831120957085,Male,58,No,No,Medical Leave,Suburban,College,1673503200
59,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,3daa0789-5a9b-4599-baee-6fa33c8ac680,no_churn,0.0076585759999999,0,no_churn,-0.0563904846522382,-0.015022500413961,0.0394051445695913,0.0109874601748197,-0.0109992312636495,0.0708343709961445,0.0695062285628319,-0.0423471378198155,Male,55,No,Yes,Employed,Rural,High School or Below,1673503200
57,Yes,No,Low Speed,Phone_Support,One year,<80hrs,Disabled,398a6510-af9a-419e-bcb7-b296d2ae8266,no_churn,0.039109908,0,no_churn,-0.010793711157994,-0.0046570461380542,-0.0177048932331717,-0.0005697822603815,0.052836640255482,-0.0914869288667387,0.0781163320897394,-0.0497667608673873,Male,70,Yes,No,Unemployed,Suburban,College,1673503200
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,a5b967cd-a185-46f7-a52d-c358df58e0dc,no_churn,0.22264187,1,churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Female,30,No,No,Medical Leave,Rural,High School or Below,1673503200
28,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,d5b7bfa1-bce1-433f-b6c1-d40dcbbdeee1,no_churn,0.014670946,0,no_churn,-0.100878695019346,-0.0152618259148766,-0.0278749277620772,-0.0496302270311298,-0.0756595780225507,0.0351546962547036,0.0212788451579763,-0.0261544376225902,Female,61,No,No,Disabled,Rural,High School or Below,1673503200
45,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,8245d09f-c6ea-4459-b9eb-688f269613c6,no_churn,0.0090622969999999,0,no_churn,-0.144470826668603,-0.007558712206046,0.0162542798948379,-0.0457598297561526,-0.0691937069265986,0.0347400320938686,-0.0340210555564044,-0.0190163319709972,Female,66,No,Yes,Employed,Suburban,High School or Below,1673503200
69,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,3de7bbd9-9bf0-497c-b99c-993148ab7756,no_churn,0.0120420139999999,0,no_churn,-0.0952127686733274,-0.0077085621946207,-0.069166627138602,-0.0235169980927639,-0.0497778121629653,0.0348467865344719,0.0372112149653366,-0.0357013851614829,Male,71,No,No,Employed,Suburban,High School or Below,1673503200
6,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,4dfd458f-ae1d-4a4c-a151-af11208401c2,no_churn,0.38698643,0,no_churn,0.0282276482696715,-0.0035861971417398,-0.0481661823941067,-0.0899409878826099,-0.0609483196730798,0.071633560471605,0.0491252350280228,-0.039370908927317,Male,71,Yes,No,Disabled,Rural,College,1673503200
3,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,13845978-3255-4843-8141-5aed5673097d,no_churn,0.54541755,0,no_churn,0.0865695604485608,-0.0132601143903229,-0.0693687205296373,-0.0896763896526317,-0.068190593627105,0.0552095637962065,-0.0275763850435396,-0.0175563023868107,Male,26,No,No,Employed,Suburban,High School or Below,1673503200
1,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,510927af-c478-4017-9c7f-ee2431cdf87d,no_churn,0.28846085,0,no_churn,0.24411604773908,-0.0064799973921981,-0.0432911939805853,-0.0663775582139624,-0.0075333274198328,0.110156209686102,0.07151726996457,-0.0158390349966066,Female,60,No,No,Employed,Urban,Bachelor,1673503200
6,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,ecfec851-6954-4d1c-8581-8a14bac43139,no_churn,0.16056308,0,no_churn,-0.019614081367099,-0.0157389003178468,-0.0292741503636898,-0.133685323647205,0.0122227407245372,0.0482893904474985,-0.0516718777132518,-0.0670539479436047,Male,20,Yes,No,Disabled,Suburban,High School or Below,1673503200
62,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,a3aead03-7322-434d-a64e-b13034d7437b,no_churn,0.0036147817,0,no_churn,-0.159522179779979,-0.0166909693039269,0.0053039967837685,-0.0438625343080821,-0.0477885884496026,0.035971374320452,0.0235516089902921,-0.0209888595434131,Male,23,No,Yes,Disabled,Suburban,Bachelor,1673503200
59,Yes,Yes,High Speed,Web_Chat_Support,Two year,0hrs,Disabled,6922e578-dd5c-4600-bcf4-3cb0480d849e,no_churn,0.04651158,0,no_churn,-0.0546082693610878,-0.0033617959542061,0.0122753692029618,-0.005588517861106,0.0139281348512849,-0.176321244729406,-0.0317033750360315,-0.0236464530669036,Female,45,No,Yes,Retired,Suburban,Master,1673503200
37,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,a55ca106-2fbe-4cdd-aabd-519c818f7af5,no_churn,0.023225952,0,no_churn,-0.080790390595248,-0.0125195026911387,-0.0248206092500004,-0.150453959507122,-0.0169507461762623,0.0421476420294493,0.0083616149720364,-0.0165002005715541,Male,42,No,Yes,Unemployed,Suburban,High School or Below,1673503200
18,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,5b47e3b9-d47f-414b-baf0-09ee15580f24,no_churn,0.17813064,0,no_churn,-0.0895749420015272,-0.0144706456172934,-0.0605282824190544,-0.057334567694761,-0.0524118467286279,0.0210894736307,0.0092830840650003,-0.0250784248926447,Male,39,Yes,Yes,Unemployed,Suburban,High School or Below,1673503200
33,Yes,Yes,Low Speed,Web_Chat_Support,One year,<80hrs,Disabled,05abb292-923d-4978-ab03-0b7a8e5769ce,no_churn,0.036569256,0,no_churn,-0.0195250894590481,-0.0046657555135652,-0.0045450337742067,-0.045229092845484,0.0280627324107945,-0.165446601882318,0.0434178196860466,-0.0323451306839479,Female,68,No,No,Employed,Suburban,Master,1673503200
8,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,a86c7fe8-d71b-42d8-bf53-936f020e1b6a,no_churn,0.54082525,1,churn,0.0938187858096171,0.1142478946135,0.0555316226255899,-0.0064889032258042,0.0145604726886585,0.135165640485066,0.0146664293870799,-0.0155280890597077,Female,79,Yes,Yes,Employed,Suburban,High School or Below,1673503200
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,157e3f53-0d31-44f7-94b0-cf721a3eb32d,no_churn,0.18611136,0,no_churn,0.187910811259262,-0.0107397350352039,-0.0303224092016444,-0.0359978210071676,0.0402120150237624,0.11694750766982,0.128006982540082,-0.0681778995296372,Male,43,Yes,Yes,Unemployed,Suburban,Bachelor,1673503200
1,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,7765e58d-5a0b-40bf-a68f-f30e4a5779c5,no_churn,0.8522017,1,churn,0.217903950329942,0.0255273132253205,0.0022542269157565,-0.127959359532433,0.0165141669997501,0.125510163551608,0.0745269517465658,-0.0471442756653232,Male,33,No,No,Retired,Suburban,Bachelor,1673503200
69,Yes,No,High Speed,Expired,Two year,0hrs,Disabled,d85b5cf0-0a88-41c2-b047-5481f4d0ac2e,no_churn,0.008628122,0,no_churn,-0.0641658738203386,-0.0050009605098421,-0.0218904289713054,-0.0336939235990485,-0.0077252722030971,-0.105483856616975,-0.0116130462046112,-0.0194527903866492,Male,70,Yes,No,Unemployed,Suburban,Master,1673503200
18,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,25bb40d7-d89d-4a9b-977b-2f094e5b266d,no_churn,0.07333171,0,no_churn,-0.0917790070774754,-0.0092112641903804,-0.0600734765741071,-0.0707524896959512,-0.0057982339660338,0.0321769321237479,-0.0327164973224717,-0.030872114806425,Female,62,Yes,No,Employed,Suburban,High School or Below,1673503200
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,9911d01c-84e9-4eb5-b52f-5f9ac3cca325,no_churn,0.0372983,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Male,69,Yes,Yes,Employed,Suburban,Bachelor,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,01f23012-d757-48ee-a498-751ff81ac702,no_churn,0.19062278,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Female,49,No,No,Unemployed,Urban,High School or Below,1673503200
31,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,b1ee3b5a-c680-43d2-8c9f-4dcda7cdacf9,no_churn,0.007072958,0,no_churn,0.104184204195508,-0.0054165881566223,0.0285437207011636,0.0289128175378755,0.0849154775648457,0.109030305444003,-0.0578562660413263,0.0186601807084298,Female,45,No,No,Disabled,Rural,High School or Below,1673503200
63,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,324cd74f-4134-49a9-800c-5157c94ccae5,no_churn,0.009348769,0,no_churn,-0.115003505986087,-0.0163849103758548,-0.0302488927834019,-0.0423490271591981,-0.0719117694756823,0.0342692169193105,0.0172056210877781,-0.0146028845481669,Male,20,No,No,Unemployed,Suburban,High School or Below,1673503200
11,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,166dedea-31c2-4c95-a249-d383ce29e71e,no_churn,0.088051744,0,no_churn,0.0559379855183306,-0.0070452160869535,-0.0136458682657485,-0.0862386682072792,-0.0688325363291733,0.0618197347841214,-0.0121429245918443,-0.0079728100557258,Male,75,No,Yes,Employed,Rural,Master,1673503200
71,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,7be158d5-ab52-4885-bdb4-5e194f484081,churn,0.0023285989,0,no_churn,-0.0868230857470007,-0.0054326680709345,-0.021258109928176,-0.0262861720056844,-0.0193090950501755,-0.111640627707011,0.0165359973909562,-0.0148123911803759,Female,33,Yes,Yes,Employed,Suburban,Doctor,1673503200
2,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,2d87ae2b-3f31-4a12-85a0-c8e69488ecf1,churn,0.17919357,0,no_churn,0.171817421650885,-0.0055650194753252,-0.0265102470473175,-0.0467023179791613,0.0271804441014501,0.116413057361478,0.14224000651775,-0.0723277048785894,Female,48,Yes,No,Employed,Suburban,College,1673503200
66,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,56489127-0c55-4e4e-b417-b5a02295b475,no_churn,0.005023864,0,no_churn,-0.0375399907931023,-0.0106189331400673,-0.0242837841901746,-0.0140553054062911,-0.0706164517121396,0.0508457932000965,-0.0131758269088277,-0.019581653269106,Male,31,No,No,Unemployed,Suburban,College,1673503200
60,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,905ca74d-dbfd-4393-9559-1f8bf98b2df6,no_churn,0.005597498,0,no_churn,-0.126532317150477,-0.0199494526569469,-0.0355667420314785,-0.0409373725405566,-0.0423320722471453,0.0292273609654785,-0.0171985087544908,-0.0157370476194773,Female,20,No,Yes,Unemployed,Urban,College,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,1a493aba-b08e-40d3-8131-4adaef05d10d,no_churn,0.08423381,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,71,No,No,Employed,Suburban,Master,1673503200
4,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,6c8e3536-b359-4704-b6da-5e38d7ec8c70,no_churn,0.7331051,1,churn,-0.0070102606392174,0.0442585385440179,-0.0130922191516674,-0.0487407073038411,-0.0730483092362828,0.10015421751441,-0.0379456912864861,-0.0129866368272723,Female,80,No,No,Employed,Rural,High School or Below,1673503200
19,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,ecad41ea-52da-4283-89bc-9e711418cac8,no_churn,0.009306108,0,no_churn,-0.0121472290129986,-0.0038115389665472,-0.0430181229279787,-0.0471511897385971,-0.0332769591902797,-0.109811518588303,0.0214878978544311,-0.0212974908848082,Male,53,No,No,Unemployed,Rural,High School or Below,1673503200
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,b7c57864-a148-44b7-b356-504124810790,churn,0.14194816,0,no_churn,0.0990503902300588,-0.0099537040328868,-0.0597374438038514,-0.0637070127855622,-0.006297743111445,0.0657984773687803,0.0234888722842697,-0.0222336881775118,Female,77,No,No,Employed,Rural,College,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,5e9a3209-98a2-4491-b9c9-54a8a2931f83,no_churn,0.30501375,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,29,No,No,Employed,Suburban,College,1673503200
1,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,4e7355b0-75c1-4abb-9669-f76b7aff38ba,no_churn,0.75485796,1,churn,0.247844968991767,0.0800776000690166,0.0039510245507426,-0.0045074627318354,0.0206369678468217,0.140728267204768,-0.0111058699101613,-0.0087746526237424,Female,52,Yes,No,Unemployed,Urban,College,1673503200
36,Yes,No,Medium Speed,Web_Chat_Support,Two year,100hrs+,Disabled,a815fef0-c562-460b-84c6-b8a4f409b853,no_churn,0.0244997089999999,0,no_churn,-0.0107094189813688,-0.0018594927253434,0.0075909816865714,-0.003032418171806,0.0695690637417283,-0.181482040480514,0.0640141006337216,-0.0431169268411395,Female,54,Yes,Yes,Employed,Suburban,College,1673503200
27,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ab13564d-cf3a-4106-86e1-7eed9d4146b4,no_churn,0.06641022,0,no_churn,-0.117440461055767,-0.0131421431724629,-0.0513088589267499,-0.0539694438671358,-0.0343317253176428,0.017113262712146,0.0060691684825087,-0.0220159506647087,Female,52,No,No,Medical Leave,Rural,High School or Below,1673503200
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,ad9f14cb-fb25-45ff-b3df-a613e1c1b248,no_churn,0.034975212,0,no_churn,0.0600506116735323,-0.0143360809879595,-0.0598933764694993,-0.107426987846866,-0.0706624909112724,0.0604072684691982,0.0495697833653957,-0.0267348775565278,Female,28,No,Yes,Employed,Suburban,High School or Below,1673503200
31,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,be55befb-0525-4069-bbce-23ca8e31eeac,no_churn,0.15179804,0,no_churn,0.0809937926191605,0.0936826150990327,0.0480074349374444,0.0567978410444448,0.085574273534421,0.156789646066641,-0.0041706604053797,0.0132989149492004,Female,33,Yes,No,Employed,Rural,Bachelor,1673503200
9,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,ba475261-dec7-4644-aa33-5fb1786449f0,no_churn,0.24115968,1,churn,0.022606302419017,-0.0170707726467298,-0.06575454650354,-0.164609076797824,-0.0199686462690442,0.0534826178484581,0.0386524651971376,-0.0363644938788002,Male,69,No,No,Unemployed,Suburban,Bachelor,1673503200
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,be5c5171-8b84-40c2-85fc-4ab6b7be1753,no_churn,0.59587,1,churn,0.0964674609493158,-0.0095369318437587,-0.0299701369280228,-0.0911917863148846,-0.0747973458853812,0.0679234690160774,0.0488482703095905,0.0532308507104971,Male,79,Yes,No,Employed,Suburban,High School or Below,1673503200
22,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,789b1ed3-def7-4245-8880-3ebb2efba1c5,no_churn,0.37832397,1,churn,-0.0788524182013679,-0.0131102226017901,-0.0658073747275557,-0.0573751742302374,-0.0745193234627731,0.0233908108812647,-0.0183917954116259,0.0156393450390532,Male,52,Yes,No,Employed,Suburban,College,1673503200
66,Yes,Yes,Medium Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,184f8d86-2591-4d4c-ae3f-0739b17b801f,no_churn,0.24145268,0,no_churn,-0.0465156197928536,-0.0006787880531919,0.0240748316187637,-0.0052886240036878,0.056328080576095,0.0700473667529695,0.0295203319128995,0.0811529373740813,Male,43,No,No,Medical Leave,Rural,Bachelor,1673503200
65,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,c78582fa-78ea-44d5-b23a-3a16ea9d44aa,no_churn,0.44139734,1,churn,-0.102586068165178,-0.0060267024650238,0.0174350390970357,-0.0106004599579864,-0.0719231669078635,0.0430421993733125,-0.030665446200528,0.0422984524767162,Male,26,No,No,Employed,Suburban,Bachelor,1673503200
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,f0781722-298b-4c97-bc47-5aa0f78af61e,no_churn,0.4733485,1,churn,0.0964674609493158,-0.0095369318437587,-0.0299701369280228,-0.0911917863148846,-0.0747973458853812,0.0679234690160774,0.0488482703095905,0.0532308507104971,Female,58,No,No,Employed,Urban,High School or Below,1673503200
59,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,b161cd01-0781-4228-9698-9a42d9253358,no_churn,0.21829438,1,churn,-0.104567225220176,-0.0102227985825629,0.0413311856863674,-0.0453293952868625,-0.0941161873757846,0.0623056084010204,-0.008015751011153,0.0595884127047975,Female,40,No,Yes,Employed,Suburban,Bachelor,1673503200
8,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,cb38ac0d-2141-4e34-8f40-2b0b6a795cf9,no_churn,0.6410777,1,churn,0.0028219916083753,-0.0147931600804258,-0.0656757595606086,-0.11185634830907,-0.07051947662163,0.0379693297974427,-0.0095684398372031,0.0311195213130031,Female,38,Yes,Yes,Employed,Suburban,College,1673503200
40,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,5e768912-b6b2-49b3-b932-d27095ec2c9f,no_churn,0.46215537,1,churn,-0.16337033058946,-0.0105661144612895,0.0343307751330939,-0.0944050592503299,0.0468109582435499,0.0344946918974892,-0.0192615769801886,0.0296071732450218,Female,80,No,No,Employed,Rural,High School or Below,1673503200
11,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,38f08fa7-4d0a-48d6-9a45-a097d683d3b6,no_churn,0.56329775,1,churn,0.0005683758579016,-0.0173034741117226,-0.0671726621975449,-0.0956079826600398,-0.060782029853508,0.0473619482995673,-0.0262669348912641,0.0301766081252935,Male,80,No,No,Unemployed,Suburban,College,1673503200
38,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,69135cff-1163-4776-8c19-6c425da53c00,churn,0.41200855,0,no_churn,-0.11479525458486,-0.0019866099789851,-0.0254044563829847,-0.0473914242889895,-0.0774618038182416,-0.0647767395894516,0.0344577848249173,0.0383323494523392,Male,31,No,No,Employed,Suburban,Bachelor,1673503200
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,b6325fb1-6403-4d47-88f4-9964276d2c44,no_churn,0.6460278,1,churn,0.0665847095334538,-0.0023609748477429,0.0870754638258404,0.0451987337133959,0.146168977585839,0.129761969390893,0.0592806179733816,0.111264361535486,Male,25,No,No,Employed,Suburban,Bachelor,1673503200
66,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,e76e06d5-1c76-4e90-a437-d1c215eb2d06,no_churn,0.21763842,0,no_churn,-0.054590999992838,-0.002744088757845,-0.0243450929165692,0.0357896774101209,0.0844842342894571,0.0830140586594461,0.0146213205032927,0.0797447403956994,Female,75,No,No,Disabled,Suburban,College,1673503200
42,Yes,Yes,High Speed,Expired,One year,100hrs+,Active,f9d880d7-764d-4b71-b6e2-b06fc5426886,churn,0.3840441,0,no_churn,-0.0944826319968706,-0.0022386987914978,0.0032723303130296,-0.100277633347341,-0.0480541379589703,-0.0541335286257708,0.0443025154563292,0.0525856302658394,Female,75,Yes,Yes,Employed,Suburban,High School or Below,1673503200
13,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,44f756c6-2fbb-4566-81e6-87cf24aaa678,no_churn,0.7068473,1,churn,0.0888902036110084,-0.0119351572880805,0.0777322264599115,0.005735337546821,-0.0286629106738746,0.0785533186676821,0.0944512546128862,0.0862095778304319,Female,68,Yes,Yes,Employed,Urban,Bachelor,1673503200
66,Yes,Yes,High Speed,Web_Chat_Support,Two year,100hrs+,Active,0ba35d45-1e05-4e96-8002-00c7f171f181,no_churn,0.1258831,0,no_churn,-0.0744835030921967,-0.0016290331343407,-0.0104206573210649,-0.0086128244247447,0.019599722532057,-0.24454483042914,0.0181407181554823,0.0329242561383398,Male,59,No,No,Medical Leave,Suburban,High School or Below,1673503200
69,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,5113bc44-00c6-4234-87d6-8b07b1b44894,no_churn,0.12959902,0,no_churn,-0.135775030553104,-0.0057357089610741,-0.0487104001728766,0.0363603202837293,-0.0628438991921211,0.034855968021211,0.0088425327634649,0.0319800669503274,Male,52,No,No,Employed,Suburban,Master,1673503200
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,560f03c1-17ba-4eb8-8502-b82f493d2180,no_churn,0.3764664,0,no_churn,-0.0884118291544928,-0.0022407766319702,0.052542001416632,-0.0099640085516512,0.0116840919439073,0.0920214692919762,-0.0123601977661473,0.0500721482521476,Female,77,No,No,Employed,Suburban,High School or Below,1673503200
11,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,57a606b3-9299-483a-8868-653c129220d8,no_churn,0.58355194,0,no_churn,0.0932675958278468,-0.0094320008645445,-0.0237382098658963,0.131091586438979,0.0245334631330115,0.0450465998517938,-0.0461488985552932,-0.0536462851421856,Male,64,No,Yes,Employed,Urban,Bachelor,1673503200
36,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,c119ad84-0afe-4d34-9f09-1f9a2e4f7925,churn,0.6398956,1,churn,-0.0630667532329062,-0.0037944371713274,0.0951982261698412,0.0796366519884759,0.0793230150986346,0.0938771787038876,-0.0068783039819572,0.018360821794813,Female,57,No,Yes,Employed,Suburban,College,1673503200
6,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a3d90655-ae1a-454a-9d6a-d2e558220855,no_churn,0.79776955,1,churn,0.131184244213905,-0.001308756235503,0.0060391326140143,0.146075701229511,0.118366527012195,0.110935880391789,0.0696002042809777,0.0755354715036901,Female,53,Yes,No,Employed,Rural,Bachelor,1673503200
72,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,e95d3a45-3ab3-4879-9286-b6f128b6dd9b,no_churn,0.034373436,0,no_churn,-0.200347268986754,-0.0073082028306089,-0.0166391191605112,0.0629976586596831,0.027885202608636,0.0369598323054651,-0.056336551833142,0.0437622967229617,Male,67,Yes,Yes,Retired,Suburban,Bachelor,1673503200
63,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,ed658110-1269-4ec8-b051-54acf0b48b19,no_churn,0.19384016,1,churn,-0.22663985636369,-0.002795194969367,0.0165110490090046,0.0339964938644698,0.0266588529863292,-0.0921706502669258,-0.0224133519925089,0.0328265070724228,Male,42,Yes,Yes,Unemployed,Rural,Bachelor,1673503200
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,80293f92-6326-4529-9233-1bc7e447152d,no_churn,0.5034542,0,no_churn,-0.0343338912030276,-0.002515880005958,0.111929494106771,0.113801255418748,0.0803658534970145,0.0748255753811008,0.0192466234427774,0.0576548202676713,Male,50,No,No,Employed,Urban,Master,1673503200
28,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,e97091da-089e-431c-b926-2e8b444e9f57,no_churn,0.48777607,0,no_churn,-0.131362940409572,-0.0113957658162326,-0.134035446108101,0.0515845031986282,-0.027005837400793,0.0175622677514729,0.0004470667944042,0.0085133322252841,Female,72,No,Yes,Employed,Suburban,College,1673503200
1,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,1412008d-138a-475a-b401-79907d6dc792,no_churn,0.920574,1,churn,0.239570070656546,-0.005838768588419,0.0001268668942429,0.0408386286083805,-0.0752615131808215,0.112616445109034,0.0644326745265334,0.0119894398476753,Female,27,No,Yes,Employed,Suburban,High School or Below,1673503200
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,aab9970d-6200-4bbb-aaa9-c1390a4be3f6,no_churn,0.4641902,0,no_churn,-0.19900548711501,-0.0049298712729614,-0.0168760791086424,-0.0515152244973433,0.026184583025315,0.0400792690505113,-0.0241606286261048,0.041197287877876,Male,41,No,Yes,Employed,Suburban,College,1673503200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,6ccf9604-951f-4f30-85b2-78ce7c8684df,no_churn,0.7079699,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Female,51,No,Yes,Medical Leave,Suburban,Bachelor,1673503200
41,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,84f3ed88-1155-4b84-9f39-92b04ee30e44,no_churn,0.17318745,0,no_churn,-0.0349912571374898,0.0002018270233747,-0.0443745953624056,0.141806101709026,0.0798244403106218,-0.0403190149458714,-0.045864288838411,0.0746906355486316,Male,74,No,Yes,Unemployed,Urban,Bachelor,1673503200
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,e5511dd3-d3fb-487e-861d-f2e6e170a99a,no_churn,0.18150505,0,no_churn,-0.299395519305617,-0.0037702399887484,0.0182674266750063,-0.0786978698488246,0.0015635217918588,0.0340307355630329,0.0266501525573039,0.0323256404512176,Female,76,No,Yes,Employed,Urban,College,1673503200
39,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,22cb5fde-a621-4760-ba78-f728bfcb1707,no_churn,0.60841686,1,churn,-0.0288325440511607,-0.0023829018161995,-0.0382086627936041,0.107541009274655,0.0717498584413169,0.0831604107915245,-0.0405436522395348,-0.0315096678155168,Female,77,No,No,Employed,Suburban,High School or Below,1673503200
21,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,a6a973b4-66a5-4cdf-ac25-019cbf5126e5,churn,0.5346998,0,no_churn,0.0665359725706139,-0.0009391108856652,0.0786575225062733,0.155308139438512,0.066070823594955,0.0871509628969124,0.0183361582436918,0.0115200543045648,Female,75,Yes,Yes,Employed,Rural,High School or Below,1673503200
44,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,43a16007-0e01-439b-9c16-1e78f213922b,no_churn,0.19640233,0,no_churn,-0.132963157509384,-0.001787070445971,-0.0116630193970922,0.113663098385805,0.0816549236189166,-0.0655204329840671,0.0169150189988613,0.070674491797381,Male,44,Yes,Yes,Employed,Urban,College,1673503200
72,Yes,Yes,Fiber optic,Expired,Two year,<80hrs,Active,17041dac-e1e5-4208-b313-823e31b333cd,no_churn,0.028360784,0,no_churn,-0.151635441839103,-0.0054980364014772,0.0007389769136898,0.0475412943575429,-0.0230561252383631,-0.161690950237635,0.0015394281369253,0.0230347023353851,Male,57,Yes,Yes,Unemployed,Suburban,Bachelor,1673503200
52,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,503979a7-aafc-402d-9b70-fa1b6f7c3dbf,no_churn,0.44335246,1,churn,-0.189067146198927,-0.0060217186416048,0.027856552561825,0.0332790231445687,-0.0705234111803565,0.025209758895462,0.0302885276577944,0.0299522619375056,Female,54,No,No,Employed,Suburban,Bachelor,1673503200
50,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,02f38773-436a-4da7-a044-6d2f6f2bc3fd,no_churn,0.31893235,0,no_churn,-0.166026928904907,-0.0050470102949839,0.0352991686633322,0.0157723489146519,-0.0312303126800452,0.0371586251137432,-0.0333847415924901,-0.0015673013026389,Male,20,No,No,Employed,Suburban,Bachelor,1673503200
72,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,08495025-518a-45aa-84bf-5460d1ecfbf1,no_churn,0.0268080629999999,0,no_churn,-0.200347268986754,-0.0073082028306089,-0.0166391191605112,0.0629976586596831,0.027885202608636,0.0369598323054651,-0.056336551833142,0.0437622967229617,Male,37,Yes,No,Employed,Suburban,College,1673503200
22,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,aeab9b8e-e59b-49e2-8822-22a95b1ebe69,churn,0.28600138,0,no_churn,-0.097056566252495,-0.0066632091225983,-0.114418741488007,0.0446971374930217,-0.048910145664031,0.0014140616854456,-0.0026878682273672,-0.0104008196018185,Male,47,No,Yes,Employed,Suburban,College,1673503200
20,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,e53d1baf-6f79-4f24-b16f-bf86eab6720d,no_churn,0.36673957,1,churn,-0.0122198113607055,-0.0017931946346106,0.0722824755083593,0.0787527833541707,0.0242978451948374,0.109878288489176,-0.0065386521183017,-0.0150930264617181,Male,51,Yes,Yes,Employed,Rural,Bachelor,1673503200
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,10655ef0-1937-46d6-a7d5-63d93e1d9a8e,no_churn,0.59307206,1,churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Female,51,No,Yes,Employed,Rural,College,1673503200
12,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,765ce947-f380-4820-a7c1-faccbe5cd998,no_churn,0.6840025,0,no_churn,0.0974471740925128,-0.0067833613134462,0.0022728243762685,0.141536679807959,0.0813170594453822,0.100243217233547,-0.0348042324552079,0.0133556004322781,Male,76,No,No,Disabled,Suburban,High School or Below,1673503200
9,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,99ccfb82-5319-49b6-9336-216a18beceff,no_churn,0.5007253,0,no_churn,0.144358432549498,-0.0042459991464056,-0.028302731730655,0.10754190415917,0.114969064264296,0.0949426702552409,-0.0439718813030413,0.0316823952626418,Female,54,No,Yes,Unemployed,Suburban,College,1673503200
3,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ae0bbb27-e535-4f12-8c3e-30e061951f23,no_churn,0.47375906,0,no_churn,0.10634822720328,-0.0064575589401101,-0.0675223508952513,0.102050112260549,-0.0310476827866023,0.0691274907199567,-0.0139313463727921,0.0055328519085014,Female,37,No,No,Employed,Urban,College,1673503200
6,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,bec95faa-4f92-49b3-a612-95240716102d,no_churn,0.689612,1,churn,0.142811070495732,-0.001779660503962,0.0010242255498678,0.120000138680462,0.0234351779095777,0.127910599874926,0.0814690590259988,-0.0411161756900401,Female,27,No,No,Employed,Suburban,Master,1673503200
17,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,ac700e00-9c0c-42d8-9d00-4b2069f74465,no_churn,0.37400708,0,no_churn,0.0390311002269209,-0.0043263436713095,-0.0001104258002214,0.145114152480019,0.0334459217134826,0.103452986683251,-0.0443401792345093,0.0187066377606424,Female,46,Yes,Yes,Employed,Suburban,Bachelor,1673503200
61,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,eb319773-44b9-41a9-b14e-a3afe2338de4,no_churn,0.25642186,0,no_churn,-0.268209102846836,-0.0041171299293455,0.0105979958431362,0.0030056691095251,-0.0048866545475539,0.0102569237235775,0.0207692416465215,-0.0184986491153631,Male,59,No,No,Employed,Suburban,Bachelor,1673503200
63,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,9692f040-62a2-4547-8777-2e62e9d83325,no_churn,0.095206104,0,no_churn,-0.229208698278571,-0.0111791301354605,-0.0147587608655157,0.0555184544241819,0.0190197408013773,0.0381006170272485,0.0374795144432846,-0.0239978897983019,Female,64,No,No,Employed,Suburban,College,1673503200
25,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,53be097b-7eee-445c-8a77-012258bdfcee,no_churn,0.3928699,1,churn,-0.084319085521256,-0.005082094372974,-0.0929680792323597,0.10780117525348,0.0027005998587446,0.0475674235502265,-0.0110334250700907,-0.0033355168715934,Male,48,No,Yes,Employed,Suburban,Bachelor,1673503200
9,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ff0e656c-58bb-41a0-bd04-7776b2c71136,no_churn,0.43123174,0,no_churn,0.144358432549498,-0.0042459991464056,-0.028302731730655,0.10754190415917,0.114969064264296,0.0949426702552409,-0.0439718813030413,0.0316823952626418,Female,74,No,Yes,Employed,Suburban,Bachelor,1673503200
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,1a55181f-2761-472e-932e-01dec0622030,no_churn,0.43219227,1,churn,-0.0103734011788765,-0.0014476280681628,0.101715700001314,0.162570260320972,0.0383122053145143,0.0986145671201302,-0.0354629624543849,0.0181989562767557,Male,58,Yes,Yes,Employed,Rural,Master,1673503200
7,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4714d601-ac11-4853-8015-6f5fe3c36d92,no_churn,0.5108418,1,churn,0.137488617870758,-0.0015812739704415,-0.0228230331363192,0.178223619467153,0.0331089922324099,0.0813869489886201,-0.0344776085443118,0.0368846669760932,Male,28,No,Yes,Unemployed,Urban,Bachelor,1673503200
71,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,e28dc4c2-870e-4cdc-a65f-a45eb31c9df3,no_churn,0.009889684,0,no_churn,-0.280373411915552,-0.0107661988215841,0.0137685384017595,0.058672073278858,0.0169353832901606,0.0436027314483226,-0.0130403227491115,-0.0578249450976363,Female,36,No,No,Unemployed,Rural,College,1673503200
7,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b66dc744-7b27-424f-b5b5-8ca9d133ed14,no_churn,0.4324978,1,churn,0.0903782438865164,-0.0007790745255988,0.0189026403519801,0.149700285507861,0.0051962630269645,0.0928562637462619,-0.0314856886621601,0.0237980843279547,Female,25,No,Yes,Employed,Urban,High School or Below,1673503200
64,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,8b6004d1-ad18-4bb0-a5c6-72010bf6fd03,no_churn,0.09560031,0,no_churn,-0.224254526062723,-0.0126324118712727,-0.0405149336772592,0.0341183994494531,0.0089527391437331,0.0319285281010888,0.0091870642716821,-0.0158110111354653,Female,61,No,Yes,Employed,Urban,College,1673503200
72,Yes,Yes,Fiber optic,Expired,Two year,0hrs,Disabled,6e69f525-a9f6-45d4-a18c-f30d00c69d79,no_churn,0.0110336839999999,0,no_churn,-0.177935716710308,-0.0036260006570228,0.0014252133667332,0.0496728066548303,0.0213365897713811,-0.13139110512082,-0.0089148644837814,-0.019593077057525,Female,57,No,No,Unemployed,Suburban,College,1673503200
17,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,cb53991f-e96d-43a2-8aa0-d6da45c054ac,no_churn,0.5754375,1,churn,0.123856062082941,-0.0018477949427324,-0.0478142203778224,0.126845815955458,0.0628455631326505,0.0952333559620638,-0.0087092657100038,0.0002613061342708,Female,65,No,Yes,Employed,Suburban,Bachelor,1673503200
28,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,8fb93af0-3a8f-440b-aa6a-88d56a161ca9,no_churn,0.11377532,0,no_churn,-0.0976887382504264,-0.0020694804373488,-0.0350628500877064,0.0562813080098385,0.0380716126229344,-0.0408669386981,0.056039140434259,-0.0470635376745758,Female,43,No,Yes,Employed,Urban,Master,1673503200
14,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,880a1944-57a5-4b73-86fa-c0b1271ed1ba,no_churn,0.39040104,1,churn,0.101321018474664,-0.0084871916465181,-0.0028932465433354,0.220446887654834,0.14598790581349,0.102958810993314,-0.0160617852784707,-0.0136318785455296,Male,42,No,Yes,Employed,Suburban,High School or Below,1673503200
22,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,5053d250-e2df-4f36-93de-686b86c321aa,no_churn,0.23446901,0,no_churn,-0.0999947575960141,-0.005050572713244,-0.109226916231873,0.0719466681837912,0.0030949920752391,0.0261775875004968,0.0001656022551105,-0.0034720853115868,Male,58,No,Yes,Employed,Urban,College,1673503200
68,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,0fe508b5-fad5-47b6-8ecc-2f1280012817,no_churn,0.019385826,0,no_churn,-0.190952907230767,-0.0118835269359624,-0.0602209518883319,0.0429307526211778,0.0076311357335725,0.0378850300387057,0.0225191027480832,-0.0289347859015106,Female,49,No,No,Medical Leave,Suburban,High School or Below,1673503200
42,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,4338984a-5430-4853-b243-17476a985d56,no_churn,0.36566785,1,churn,-0.0469179630743747,-0.0026670858641955,-0.038870521419958,0.133306696240452,-0.0219482149194391,0.0346335176002321,0.0607838287778213,-0.0373464076874279,Male,40,No,No,Unemployed,Suburban,Bachelor,1673503200
31,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,a5141569-2d22-4989-8319-dca5c0ecd435,no_churn,0.49362025,0,no_churn,-0.0778353778782775,-0.0047080834099506,0.0600517553669669,0.024277601069707,0.0260784507084918,0.0593423037551428,0.0129230253235073,-0.0307178195819415,Male,54,No,No,Employed,Suburban,Bachelor,1673503200
38,Yes,No,Fiber optic,Expired,One year,0hrs,Disabled,23e88795-7d00-4ded-9423-eca022720861,no_churn,0.11764181,1,churn,0.09007041167044,-0.0007911087565207,0.0483029123271626,0.133988620457376,0.0235703377025129,-0.180076645241561,-0.0242734276424744,-0.0307339168554335,Female,47,Yes,No,Employed,Suburban,College,1673503200
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,2ec4502f-81d9-498a-a0bb-dfd45fccb19b,no_churn,0.6817207,0,no_churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,28,Yes,No,Employed,Suburban,Master,1673503200
2,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,1f4ef193-191a-43b8-a83a-415d5c939e7e,no_churn,0.68587357,1,churn,0.216450200782551,-0.0066549701802614,0.0183915287985246,0.107160754693878,0.0050145919224632,0.12945776783853,0.0696192482117521,-0.0326502727737715,Male,51,No,No,Employed,Suburban,College,1673503200
32,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ea9b5da4-300a-451f-be4d-6a4f610226e1,no_churn,0.5095267,1,churn,-0.144038661641844,-0.0111039339779381,0.0219062908929299,0.0992752288487827,-0.0704237700641988,0.0577850497303916,0.0300287132140692,-0.0553122103167334,Female,25,No,Yes,Unemployed,Suburban,High School or Below,1673503200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,88b2cc6a-8ddd-441b-a356-937d2be0e4eb,no_churn,0.60358584,1,churn,0.13098889359148,-0.0047742207904229,-0.0104654203238305,0.133858425256085,0.0191301803554597,0.127972461134032,0.0946526458727703,-0.0402082174426504,Male,66,No,Yes,Employed,Suburban,Bachelor,1673503200
71,Yes,Yes,Fiber optic,Expired,One year,0hrs,Disabled,4c7d0b3d-0b74-40aa-9168-44643f1006f2,no_churn,0.009715333,0,no_churn,-0.159169749276552,-0.0036781330080884,0.0068269181401547,0.0467526335944876,0.0245640362281255,-0.0958739857508908,-0.0238407311296578,-0.0546071424768706,Female,38,No,Yes,Employed,Suburban,College,1673503200
68,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,413d5490-8559-4663-b949-ad0dcaf6a209,no_churn,0.086390726,0,no_churn,-0.263706202115372,-0.0106556499014732,0.015624345447286,0.0583742895454088,0.0120387491843757,0.036247769595293,-0.017380731250596,-0.0645687226568952,Male,38,Yes,Yes,Employed,Urban,Bachelor,1673503200
35,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,523833c9-cdb7-48cb-99ec-94020d3aee13,no_churn,0.40946755,0,no_churn,-0.0582618975811237,-0.0042336127065573,0.0013529261409712,0.150703725547264,0.0456871123178552,0.0633311267459612,-0.0444835036471158,0.016877973807077,Male,35,Yes,No,Medical Leave,Urban,College,1673503200
2,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,871d437b-17fa-4ef9-94c6-34d41332c66b,no_churn,0.42675036,0,no_churn,0.16986825844846,-0.0093867572511226,-0.027216170858901,0.160068889179602,-0.0022588572006679,0.0844112940450031,0.0016578077373014,0.0004127243754919,Male,69,No,No,Employed,Suburban,College,1673503200
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ee9495ad-454d-4fe3-9112-f16b4ce74ad8,no_churn,0.59307206,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Male,28,Yes,No,Employed,Suburban,College,1673503200
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,c48aaed2-5d5d-4715-8b6f-d3e5183193f5,no_churn,0.8767425,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,46,No,Yes,Employed,Suburban,Doctor,1673503200
1,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,8d2485c7-48d6-4081-88e5-77445303ca2c,churn,0.9225506,1,churn,0.168508340815151,-0.0070094514533593,0.0707299594766482,0.0610916254098992,-0.0467873036159471,0.10631833241795,-0.0157299610403606,-0.0038994541549982,Male,43,No,Yes,Unemployed,Suburban,Bachelor,1673503200
3,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,c7c901af-d8f5-42bb-94c2-66c211bae371,no_churn,0.6817478,1,churn,0.221730625030016,-0.0042190901423055,0.0886567031860886,0.132358026906309,0.0511819567160819,0.142775101698167,0.0375712982930417,-0.0231800170300175,Male,52,No,Yes,Disabled,Rural,College,1673503200
40,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,aff04cac-88bc-43e6-a47f-759122b51fbc,churn,0.30449474,1,churn,-0.0774586847413138,-0.0070417075563091,-0.0418541113548235,0.121196684750576,0.0834529955078869,0.0479542360368032,0.0842680357327935,-0.0395435977416673,Male,77,No,Yes,Employed,Rural,Doctor,1673503200
4,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,7b034b65-2e55-4be6-904e-2953908032eb,no_churn,0.57371914,1,churn,0.198098165985449,-0.0022423958407671,0.0399407974750192,0.108168263400021,0.040922159594329,0.131911000257219,0.0454484093995597,-0.0308162685423121,Female,52,No,Yes,Employed,Urban,High School or Below,1673503200
9,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,213e8b15-de12-4006-90ee-eaedd990877a,no_churn,0.7285512,0,no_churn,0.0931419392919724,-0.0042524476381368,0.0093168234424956,0.134765877088084,0.0673825444167687,0.102633219834661,-0.0275712879004822,0.0166682923426105,Male,55,Yes,Yes,Employed,Suburban,College,1673503200
42,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ae85af6f-f496-4319-9f19-d3254abf6fc1,no_churn,0.55331945,0,no_churn,0.0111702992840582,-0.0027896328309361,0.0960206477897008,0.174579188721254,0.0748652462538575,0.0861590503106708,-0.0112937014234739,-0.0077372474534422,Female,79,No,Yes,Employed,Suburban,Bachelor,1673503200
5,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,b9add01e-f0d5-4b29-a116-ad1be89ff68e,no_churn,0.31115922,0,no_churn,0.124392449909346,-0.0041795735006962,-0.0342068411274976,-0.0912350174679432,0.0009084871694722,0.0828074537895554,0.0280612594057674,-0.0416315214316819,Female,33,No,Yes,Unemployed,Urban,College,1673503200
41,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,297dadcd-c2d8-4c64-b7bd-fc5cac10e5ba,no_churn,0.3764664,0,no_churn,-0.0884118291544928,-0.0022407766319702,0.052542001416632,-0.0099640085516512,0.0116840919439073,0.0920214692919762,-0.0123601977661473,0.0500721482521476,Male,20,Yes,Yes,Employed,Urban,College,1673503200
2,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,917f1711-dc71-4497-9f16-277ec396e2fc,no_churn,0.08423381,0,no_churn,0.157776731648783,-0.0040536577289094,-0.0015933732033045,-0.0519963355010077,0.0444443974141722,-0.0393143896284254,0.0365481091138008,-0.025813821382826,Male,62,Yes,No,Employed,Suburban,High School or Below,1673503200
14,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,d231509f-1ae9-4916-a0fc-e778146f7bc4,no_churn,0.39040104,1,churn,0.0929909901812334,-0.0072997354672315,0.0262600090026171,0.217969485789927,0.142249634593354,0.0973151874375253,0.0176282636610721,-0.0204733150930405,Female,31,No,Yes,Unemployed,Suburban,Master,1673503200
13,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Disabled,69cc51ee-34e2-4c5b-845a-2bb5e6af428f,no_churn,0.5919913,1,churn,0.0332936248768601,-0.0040658072478072,0.0340061577204687,0.0461720021264318,0.0387189537614995,0.095330044303314,-0.0609923799112766,0.0035422859293885,Male,38,No,No,Employed,Urban,Master,1673503200
68,Yes,No,Low Speed,Expired,Two year,<80hrs,Active,5a233179-30d9-4dcc-bfd4-0bdcf07e2e8b,no_churn,0.012177155,0,no_churn,-0.0730602268522125,-0.0031179961192538,-0.0210805203841209,-0.0206494167009896,-0.0441016578073049,-0.121366850004551,-0.0138682900533513,0.028218805482229,Female,70,No,Yes,Employed,Suburban,College,1673503200
6,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,fa5e4bc3-9a66-40db-a2df-88c3420dbc01,no_churn,0.1037973,0,no_churn,0.0973011212184883,-0.0018894438590723,0.0087170521158714,-0.0773559394056792,0.0139947155809022,0.0817236589249023,-0.0107189278017176,-0.0128348616186485,Female,49,No,No,Employed,Urban,College,1673503200
24,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,0c650ad0-3b77-4197-8898-abb87846b767,no_churn,0.061159145,0,no_churn,-0.0607712954602175,-0.010770643443684,-0.0879203831070844,-0.0325465735708894,0.0119067182423896,0.0535046163339029,-0.0040344032635039,-0.0152275187821942,Male,75,No,Yes,Unemployed,Urban,Bachelor,1673503200
9,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,b813a86a-38f6-45ea-9ace-02e51e9c7b41,no_churn,0.5007253,0,no_churn,0.152824760396779,-0.004403525240159,0.0072383896195242,0.183181037021568,0.0802745398239676,0.10239866023283,0.0078498109831252,0.0076101803467645,Female,70,Yes,Yes,Employed,Suburban,Master,1673503200
17,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,b8eaa7fc-bffd-4480-bc07-df7413f33b18,churn,0.5754375,1,churn,0.0639123521694182,-0.0053357171063544,-0.0113019326330322,0.0979851564933415,0.0013011833065502,0.0901797578798414,-0.0252976104361732,0.0108942990147625,Male,24,No,No,Disabled,Rural,Bachelor,1673503200
71,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,48c335e0-2516-45c2-a58d-27117a1e16a3,no_churn,0.009715333,0,no_churn,-0.280373411915552,-0.0107661988215841,0.0137685384017595,0.058672073278858,0.0169353832901606,0.0436027314483226,-0.0130403227491115,-0.0578249450976363,Male,48,No,Yes,Employed,Suburban,Master,1673503200
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,6dbc94fd-a788-4686-b2e9-032654b1d2a2,no_churn,0.24425973,1,churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Female,41,No,Yes,Employed,Suburban,High School or Below,1673503200
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,b7f6d679-6c46-4970-9b8f-52b898a891b1,no_churn,0.59307206,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Male,33,Yes,Yes,Employed,Rural,Bachelor,1673503200
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,05488148-67eb-40a4-8a7d-0d6b6f9e3cab,churn,0.076044954,0,no_churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Female,41,No,No,Unemployed,Suburban,College,1673503200
9,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,cf35c3ad-a039-40f2-af3d-69fedae87718,no_churn,0.34433228,0,no_churn,0.123011151381943,0.144181687825849,0.0857540125928426,-0.018612298232415,0.0637248903570798,0.154212283656125,0.0612655148511748,0.0639366178377713,Female,56,Yes,No,Employed,Suburban,College,1673503200
50,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,df90387d-3915-47f7-9a59-7d9d05d3424a,churn,0.31893235,0,no_churn,-0.166026928904907,-0.0050470102949839,0.0352991686633322,0.0157723489146519,-0.0312303126800452,0.0371586251137432,-0.0333847415924901,-0.0015673013026389,Female,68,Yes,Yes,Disabled,Suburban,College,1673503200
5,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,e9f5ef1a-4ebe-45a9-a067-9159c43d4c98,no_churn,0.12665229,0,no_churn,0.117633106566182,-0.0068988249398353,-0.0863231740838227,0.011929766246767,0.0845268657639826,0.0958974944484589,-0.0090458364405276,-0.0176384017124473,Male,39,Yes,No,Retired,Suburban,College,1673503200
42,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,e8e03862-6cfd-4d03-b9cf-ab764ada6246,no_churn,0.55331945,0,no_churn,0.0111702992840582,-0.0027896328309361,0.0960206477897008,0.174579188721254,0.0748652462538575,0.0861590503106708,-0.0112937014234739,-0.0077372474534422,Male,41,Yes,Yes,Employed,Suburban,College,1673503200
36,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,250abc58-50bd-44da-a08e-ef292f2650d7,no_churn,0.0244997089999999,0,no_churn,-0.0814694938966022,-0.0065954861749924,-0.0076327276498159,-0.081752615447549,-0.0639719199819774,0.0462689877710181,0.0407327577219985,-0.0246056537640106,Female,68,Yes,No,Employed,Suburban,Bachelor,1673503200
46,Yes,No,Fiber optic,In_Store_Support,One year,<80hrs,Active,a381ae05-638a-4e95-959d-a537cfe4bfec,no_churn,0.23789787,1,churn,-0.167558636374579,-0.0035607897116642,-0.007392126601162,-0.0191404964570256,-0.0277950527215216,-0.0477037791802104,0.0502855733063734,0.0438391564850462,Female,76,Yes,No,Employed,Suburban,High School or Below,1673503200
69,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,6de3e67a-d322-44c1-8e05-c020f3b3a637,no_churn,0.12959902,0,no_churn,-0.0628118655841171,-9.90324781741947e-05,-0.0306699967583881,0.141264215175179,0.0961826463076067,0.0097489132490954,0.13433029607857,0.0830286816539955,Female,53,No,No,Employed,Urban,Master,1673503200
17,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,81a0bedd-5fc8-4d3f-9567-d76aa5a973dd,churn,0.5754375,1,churn,0.123856062082941,-0.0018477949427324,-0.0478142203778224,0.126845815955458,0.0628455631326505,0.0952333559620638,-0.0087092657100038,0.0002613061342708,Female,64,No,No,Employed,Rural,Bachelor,1673503200
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Active,745788cf-0bcb-45d9-9af5-872a9e2252a9,no_churn,0.027957741,0,no_churn,-0.159862597691208,-0.0072325238335724,0.0171346534238,-0.0883512337166576,0.036606262714813,0.0278109667601165,-0.0545181886330283,-0.0006134894245406,Male,71,No,Yes,Unemployed,Suburban,Bachelor,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,171feacc-dced-4b8e-9c87-7fa9317e4ad6,no_churn,0.30501375,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,42,Yes,No,Employed,Suburban,High School or Below,1673503200
59,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,00cacbcd-e747-4326-8a9e-a465723f58f2,no_churn,0.0076585759999999,0,no_churn,-0.0563904846522382,-0.015022500413961,0.0394051445695913,0.0109874601748197,-0.0109992312636495,0.0708343709961445,0.0695062285628319,-0.0423471378198155,Male,59,No,No,Employed,Suburban,High School or Below,1673503200
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,2d8e4f27-e21c-491c-a028-28d964863ba4,no_churn,0.0372983,0,no_churn,-0.102314086058459,-0.0059228829237326,-0.0411450762292679,-0.102843742394525,0.0207489515151155,0.0322485351270643,-0.0263638537589668,-0.0434339952746995,Male,55,No,No,Employed,Suburban,College,1673503200
72,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Active,5a110ac2-0d5d-4a07-8339-649227f084d1,no_churn,0.017010072,0,no_churn,-0.0912177563772456,-0.0038812265070009,0.0095089991606164,-0.0430636026810952,-0.0155388340930858,-0.175716339369319,0.0220519282530494,0.0288306800459395,Female,20,Yes,Yes,Unemployed,Suburban,Master,1673503200
32,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,faaa53fd-3be2-4c3c-85d4-389d1e668212,no_churn,0.5095267,1,churn,0.0080663246513404,-0.0030039026274062,0.0642956467267504,0.0965039606102163,0.0834742642284527,0.0489549965449032,0.0594814609300738,-0.0242237471914904,Male,54,No,Yes,Unemployed,Suburban,Bachelor,1673503200
67,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,3a817480-97d8-4565-b259-58f1fde5cf3f,no_churn,0.014644376,0,no_churn,-0.0794300420698709,-0.002581624397626,0.0091073485001652,-0.0383821816807176,0.0180459457671167,-0.158896913096833,0.031490651803906,-0.0219507662140676,Male,62,No,No,Employed,Urban,High School or Below,1673503200
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,1c898784-80f3-4e1d-a40e-d9429ccda945,no_churn,0.67501426,1,churn,0.111892381697536,0.0895098888992197,0.0410628599970095,-0.0322056580717662,-0.0220504044867311,0.126278235160557,0.106244647374697,0.0509085730384686,Female,45,No,Yes,Employed,Suburban,Bachelor,1673503200
52,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Active,cdbd25d1-bb20-4274-81e3-df5dc8f09de0,no_churn,0.2139103,0,no_churn,0.0260903288368717,0.0002344974311199,0.0020519414992304,0.0825524510530885,0.177319479153011,0.0874233753196131,0.105767923774947,0.112867186491276,Female,79,No,No,Employed,Suburban,Bachelor,1673503200
15,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,997b35fb-dcf3-4c87-8a3b-2305e3a869f6,no_churn,0.4733485,1,churn,0.0964674609493158,-0.0095369318437587,-0.0299701369280228,-0.0911917863148846,-0.0747973458853812,0.0679234690160774,0.0488482703095905,0.0532308507104971,Male,79,Yes,No,Employed,Suburban,College,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,8e3ec5d3-a6a1-4313-a879-b80244e0f8a9,no_churn,0.19062278,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,32,Yes,Yes,Employed,Urban,Bachelor,1673503200
42,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,1c65e739-1de4-4c56-9fd6-058db3f5c077,no_churn,0.3840441,0,no_churn,-0.159862597691208,-0.0072325238335724,0.0171346534238,-0.0883512337166576,0.036606262714813,0.0278109667601165,-0.0545181886330283,-0.0006134894245406,Male,27,Yes,No,Employed,Suburban,Bachelor,1673503200
2,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,086ca4cf-b62d-4a71-ba63-9f4a88ff0495,no_churn,0.68587357,1,churn,0.211548098095291,-0.0081840580195603,-0.0514299871026742,0.158281706386842,0.056538283799,0.106806365512275,0.0013175701951331,0.0082268328267036,Female,22,No,Yes,Unemployed,Suburban,Bachelor,1673503200
71,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,d2df702e-6e56-4b77-980c-5cc617036976,no_churn,0.009889684,0,no_churn,-0.283783776925193,-0.0040295426215379,0.0157024707477148,-0.0014713764324642,0.0097179887520451,0.0279633050031316,0.0050232836877557,-0.0243023502400228,Female,73,No,No,Employed,Suburban,High School or Below,1673503200
24,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,3c96c743-9ac2-42e8-ba60-f39d59099df0,no_churn,0.008171728,0,no_churn,-0.0651736469987145,-0.0096398965295884,-0.0168223975858018,-0.0628947683500473,-0.0345260902340851,0.057126600454394,0.006907579636163,-0.0240035320403103,Female,72,Yes,No,Disabled,Suburban,College,1673503200
9,Yes,No,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,8a38b5a7-cd82-442c-95b7-b3be08d9eb54,no_churn,0.07346713,0,no_churn,0.0098651907612566,-0.0055342349703823,-0.0381432730491496,-0.052609427145021,-0.0034480243653706,0.0749400758921001,0.0708875375218394,-0.042756720000857,Male,28,Yes,No,Employed,Suburban,College,1673503200
68,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,dfe57ebe-61c3-4f9f-bded-3563f95db8d0,no_churn,0.07116745,0,no_churn,-0.0302191148710926,-0.0039772358775735,0.0939550547251383,0.0860987027524242,0.0277340365516374,0.0567652309162713,0.0954721952018007,0.0913116496723159,Male,68,No,Yes,Employed,Suburban,Master,1673503200
3,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,4ec90a37-fd48-42c2-b91d-dfff626aecbf,no_churn,0.14194816,0,no_churn,0.0990503902300588,-0.0099537040328868,-0.0597374438038514,-0.0637070127855622,-0.006297743111445,0.0657984773687803,0.0234888722842697,-0.0222336881775118,Female,61,Yes,Yes,Employed,Suburban,Bachelor,1673503200
6,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,0hrs,Disabled,f5a8a3bc-035b-4b9c-87a0-c26e8e3de386,no_churn,0.38698643,0,no_churn,0.0574912890272298,-0.0144474043417494,0.0129017890127033,-0.0213108273295392,0.0155913659743828,0.0695147481760068,-0.0435310112321349,-0.0347122887291152,Female,56,No,Yes,Employed,Suburban,Master,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,0f96a90d-5886-40fe-aa5f-030b3e48e6b7,no_churn,0.30501375,0,no_churn,0.20845331635669,-0.0130615198334635,-0.0263734343648957,-0.0407790179172843,-0.0330105488352637,0.10348109259151,-0.0347552481298862,-0.0184030337764215,Male,41,No,Yes,Unemployed,Suburban,College,1673503200
1,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,1143d1d3-9ea9-493d-a867-a1b60b8ed4bf,no_churn,0.75485796,1,churn,0.247844968991767,0.0800776000690166,0.0039510245507426,-0.0045074627318354,0.0206369678468217,0.140728267204768,-0.0111058699101613,-0.0087746526237424,Female,49,No,No,Employed,Suburban,High School or Below,1673503200
72,Yes,Yes,Medium Speed,Expired,Two year,<80hrs,Active,b38150ab-ee5e-49dd-9fb1-019532d744b0,no_churn,0.017010072,0,no_churn,-0.104024582147113,-0.004738203342672,0.0010354240293872,-0.0349604795285176,-0.0273190360815806,-0.13029976374964,0.0069497263521088,0.0243307611147747,Male,49,No,Yes,Medical Leave,Rural,Master,1673503200
56,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,dacc07b5-d230-454e-a224-b319fa2bca1c,no_churn,0.008938703,0,no_churn,-0.101839110360615,-0.0190004038323968,-0.0401635025672476,-0.0343195677613948,-0.0825414195889607,0.0224214354814557,0.0069664954320342,-0.020550078506094,Female,55,No,No,Employed,Urban,High School or Below,1673503200
10,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,1a49ca9d-eba9-4017-bc2f-521688312f30,no_churn,0.6369366,0,no_churn,0.0566288997614447,-0.0088086683983783,-0.0595739431882793,0.127964334052813,0.0325801774599676,0.0664459054132203,-0.0216807742933997,0.0032472898130254,Female,23,Yes,Yes,Unemployed,Suburban,Bachelor,1673503200
71,Yes,No,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,e8cbc7cd-e4f6-43e6-96ad-e277a75d4fdf,no_churn,0.0023285989,0,no_churn,-0.0953430115480387,-0.0039498067560634,-0.0269826347605158,-0.0166361770713956,0.0145536520390578,-0.131686857621598,0.0294875900497936,-0.022611763884397,Female,27,No,Yes,Unemployed,Urban,High School or Below,1673503200
59,Yes,Yes,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,9b8eb189-9f44-48a4-9e28-510efa6d0a18,no_churn,0.04651158,0,no_churn,-0.0763949399051671,-0.0029465906706172,0.0067025651063886,-0.0115970511696468,0.0293642436427944,-0.178263168948324,0.0217905720778617,-0.0276817828063212,Male,38,No,No,Employed,Suburban,Bachelor,1673503200
66,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,783629d1-7820-4603-ab80-1f4b86b93b7d,no_churn,0.24145268,0,no_churn,-0.0694772056565625,-0.005561523901706,0.0208933072593617,-0.0194624579481114,-0.0976658872446842,0.0405295566746008,-0.0207560353256121,0.0424740930856205,Male,43,Yes,Yes,Employed,Suburban,Doctor,1673503200
6,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,023214ad-a16c-45d2-b946-94c73848c20f,no_churn,0.689612,1,churn,0.144129896893937,0.0005290555140527,0.0058620645078553,0.187830471257603,0.0640624971910801,0.0929461783622582,0.0106660118664422,0.0053524384262527,Male,27,No,No,Unemployed,Rural,High School or Below,1673503200
18,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,a113c8b0-12b6-4dd7-b25a-820d20d4d25e,no_churn,0.013119918,0,no_churn,-0.0767506106914515,-0.0105153501791573,-0.0594588717657097,-0.03644979876477,-0.0872859677938322,0.0310297607453685,0.0240750819777895,-0.033670395419449,Male,39,No,Yes,Employed,Rural,High School or Below,1673503200
56,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,c9bf4091-02d9-4542-84b0-f18daa811f15,no_churn,0.09334409,0,no_churn,-0.156766694515873,-0.0055121653605965,0.0065896638121012,-0.0056370207042346,-0.0749064274893771,0.0308742247313875,-0.0011874098781845,0.0308530113880806,Female,21,No,Yes,Medical Leave,Rural,Master,1673503200
67,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,d5d9954e-03b8-4445-bc88-d82c22df67d3,no_churn,0.014644376,0,no_churn,-0.132479043638014,-0.0028439925928432,0.0363981129135527,0.0269295751359959,0.0701456308418892,0.0787595358312864,0.032477488588197,-0.0214134566608845,Male,29,Yes,Yes,Employed,Suburban,Bachelor,1673503200
39,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,947ef1f1-abb2-4862-9bb7-4a514989b167,no_churn,0.60841686,1,churn,0.0068671680266425,-0.0039617921407989,0.0647256851066049,0.11838711268314,0.0293489526087705,0.10351954245366,0.0060046167158725,-0.0239174365719736,Female,41,Yes,No,Employed,Rural,Doctor,1673503200
20,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Disabled,730845e3-097e-4c12-8f3d-950409a19183,no_churn,0.42144087,1,churn,-0.0906244289899996,0.0747704387930662,0.0147558706979361,-0.0290101229130596,0.006004753703246,0.0840879493854208,0.0861452031804401,-0.0451558125675183,Male,28,No,Yes,Disabled,Urban,Bachelor,1673503200
42,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,33008fcd-0025-4310-ace7-27082384c7e6,no_churn,0.55331945,0,no_churn,0.0301025287757329,-0.0027680270872588,0.107060293036102,0.211640454055778,0.0929045171190227,0.108430538940202,0.0013407932733571,-0.0077372474534422,Male,39,No,Yes,Medical Leave,Rural,Bachelor,1673503200
4,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,8f49f5e1-d909-4a28-9600-70f615793172,no_churn,0.67501426,1,churn,0.106561530055017,0.0392377668477684,-0.0113290185611231,-0.0338343627448603,0.0166041778407361,0.128911393284852,0.0601868481110932,0.0210521807592067,Female,24,No,No,Employed,Rural,High School or Below,1673503200
18,Yes,No,Medium Speed,Expired,Month-to-month,0hrs,Disabled,14a41ab3-9675-4644-934e-4f688e7e0b54,no_churn,0.07333171,0,no_churn,-0.0917790070774754,-0.0092112641903804,-0.0600734765741071,-0.0707524896959512,-0.0057982339660338,0.0321769321237479,-0.0327164973224717,-0.030872114806425,Female,46,Yes,Yes,Medical Leave,Suburban,College,1673503200
11,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,c3254902-4b08-4f99-ad88-65018dfcf2d6,no_churn,0.14769161,0,no_churn,0.011833150146499,-0.0040268673095852,-0.0097129216495886,-0.062379157348696,0.0079262183576793,-0.0824715551900771,0.0250384655391371,-0.0252334831551979,Female,48,Yes,No,Employed,Suburban,High School or Below,1673503200
41,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,3b988119-1036-4d5d-a5fa-49dc0e46547b,no_churn,0.3764664,0,no_churn,-0.0491889071624473,-0.0030385020516041,0.0618267542780449,0.0955020419789798,-0.0031347064969577,0.0404926568725295,0.043106093434726,0.0654084199115459,Female,79,No,No,Unemployed,Rural,High School or Below,1673503200
50,Yes,Yes,Fiber optic,Expired,One year,<80hrs,Active,d1e91e45-0e86-4015-bdfb-265a01fd8253,no_churn,0.31893235,0,no_churn,-0.111281755252112,-0.0025206669673934,0.0170315610250145,0.0818652263688454,-0.0220772416924774,-0.168665473755264,0.0476645854716389,0.0397909461505332,Female,25,Yes,No,Employed,Rural,Bachelor,1673503200
70,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,5438fb70-1e54-42a9-88f3-e535d538fce3,no_churn,0.34929776,1,churn,-0.0259054156087586,0.000431054314431,0.0852029966385453,0.10782959624994,0.11279925124054,-0.0147467561561097,0.0701980673625075,0.115165063068307,Female,72,Yes,No,Unemployed,Urban,Bachelor,1673503200
45,Yes,Yes,High Speed,Phone_Support,Two year,<80hrs,Disabled,7b9cd418-e373-40c5-9f01-bc98dc141b28,no_churn,0.0090622969999999,0,no_churn,-0.0512484130996927,-0.002123180804192,0.0262200821515216,-0.0192966273224738,0.0474061599934611,-0.187458583728239,0.0629670255982819,-0.0354926156625879,Female,31,No,Yes,Unemployed,Suburban,Master,1673503200
13,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,d12ce17a-9b08-49f2-9d5a-b2c011f0fb5a,no_churn,0.7068473,1,churn,-0.0279727289079482,-0.0166714605450761,0.0093771331718653,-0.0839610011485228,-0.150685626808727,0.0369273880962373,-0.0646816762815524,0.0386418191355005,Male,62,No,Yes,Medical Leave,Suburban,College,1673503200
29,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,10ae106c-a46c-4891-a71a-fb038f9bc7a4,no_churn,0.1790615,0,no_churn,-0.0928202721802972,0.0554440018403329,0.0153239439770186,-0.0864453987280921,-0.0888933718772295,0.0640550146502027,0.027004122663302,-0.0346941897394208,Female,76,Yes,No,Employed,Suburban,Bachelor,1673503200
44,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,4e007af1-f6a5-4592-b51c-24759402cbed,no_churn,0.19640233,0,no_churn,-0.147455259317185,-0.0064363022448378,-0.0511944854222201,0.0688682762521057,-0.0159302792899325,0.0106192829902465,-0.0029592766753376,0.0254618911623947,Female,44,Yes,No,Employed,Suburban,Master,1673503200
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,f04a46ad-ed6e-4a66-b79a-604410ee6d6f,no_churn,0.076044954,0,no_churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Female,21,No,Yes,Employed,Suburban,Master,1673503200
13,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,aa9c17b4-bd03-4817-b98c-d899503135e3,no_churn,0.030232973,0,no_churn,0.0042391789559997,-0.0052540841807785,-0.0200343370963037,-0.0794099121178987,0.0152405641299083,-0.058514676516188,0.0346850022017952,-0.0299778852891449,Male,78,No,No,Retired,Rural,High School or Below,1673503200
56,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,0ecb597e-c75e-4c54-b7b2-58db9df11d24,no_churn,0.09334409,0,no_churn,-0.156766694515873,-0.0055121653605965,0.0065896638121012,-0.0056370207042346,-0.0749064274893771,0.0308742247313875,-0.0011874098781845,0.0308530113880806,Male,23,Yes,No,Medical Leave,Suburban,College,1673503200
59,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,127cd618-059b-49d8-a2b4-ae3445fc1bfb,no_churn,0.0076585759999999,0,no_churn,-0.0563904846522382,-0.015022500413961,0.0394051445695913,0.0109874601748197,-0.0109992312636495,0.0708343709961445,0.0695062285628319,-0.0423471378198155,Female,28,Yes,No,Retired,Suburban,College,1673503200
1,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,225c8d15-80fe-43f1-bd23-be8b130a1bf7,no_churn,0.28846085,0,no_churn,0.190801404553567,-0.0102321295457295,-0.0729763602386628,-0.0580526402113537,-0.0349252722206165,0.0818922959656447,-0.0143868093284436,0.0017966516738852,Male,77,Yes,Yes,Employed,Suburban,High School or Below,1673503200
3,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,0ed2a242-ea4e-489d-b484-93c5711c6d88,no_churn,0.5071732,0,no_churn,0.0977174407723623,-0.0071242013012306,-0.0074302085502677,-0.135349259404138,-0.0635937542232204,0.0793566541574364,0.0642231336664735,-0.0423815123470922,Female,50,Yes,Yes,Medical Leave,Suburban,Bachelor,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,26216f0b-259e-44d9-80a9-c71d2693aa8c,no_churn,0.0019187479,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Female,48,No,No,Unemployed,Urban,Master,1673503200
24,Yes,Yes,Low Speed,Phone_Support,Two year,0hrs,Disabled,c2388c3d-81de-46bb-b83d-6ab15c65ebbc,no_churn,0.008171728,0,no_churn,-0.0373621898813144,-0.0057635922578992,0.0119738790030078,-0.0366588059782225,0.0126831951385247,-0.129057338474413,-0.0415402826214176,-0.0433010167137672,Male,44,No,Yes,Unemployed,Suburban,College,1673503200
66,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,5b419f81-2538-418d-8172-251f8649d9d0,no_churn,0.1258831,0,no_churn,-0.0960585975953199,-0.0027979559823506,0.0338261646031151,0.0383701421557998,0.0928929642774346,0.0853465908188445,0.0074691949892076,0.0461753511729057,Male,61,No,Yes,Employed,Suburban,Bachelor,1673503200
47,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4c515737-62f4-4d65-97d5-8e9db8b664da,no_churn,0.43219227,1,churn,-0.0103734011788765,-0.0014476280681628,0.101715700001314,0.162570260320972,0.0383122053145143,0.0986145671201302,-0.0354629624543849,0.0181989562767557,Female,74,Yes,Yes,Employed,Suburban,College,1673503200
4,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,7339ad10-4dcd-4008-8421-e68a3fafcd89,no_churn,0.42814422,1,churn,0.180155157942281,0.0017270769333117,-0.0387425006451303,0.0475350049988264,0.0838537503055522,0.139718244270753,0.133194823730646,0.113532289669856,Female,51,No,No,Employed,Suburban,Bachelor,1673503200
45,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,16648d45-826d-49f1-9f1f-311f80af4117,no_churn,0.0090622969999999,0,no_churn,-0.0960527640704822,-0.003388383315314,0.0055657564355806,-0.0407304829380245,-0.0241619456120679,-0.108372288146966,0.0128021103720675,-0.0146881558944915,Female,53,No,No,Employed,Urban,Bachelor,1673503200
19,Yes,No,Fiber optic,In_Store_Support,Month-to-month,<80hrs,Disabled,658f0c27-0333-49ca-92a2-5d5bf0625eb4,no_churn,0.18758826,0,no_churn,-0.0732661326861762,-0.0048141757029043,-0.0760861940895119,-0.0214801906652792,-0.122250814707768,0.0388703521421393,0.0365774749451429,-0.0265764704190405,Male,69,No,Yes,Medical Leave,Rural,Bachelor,1673503200
72,Yes,Yes,Fiber optic,Expired,Two year,100hrs+,Active,9b709e30-2141-43bc-bab3-8dc14b6a926e,no_churn,0.0268080629999999,0,no_churn,-0.148707585894608,-0.0030895318019611,0.0213795176129042,0.0485587216151907,0.0057341774724318,-0.248071561228499,0.0257621806994302,0.0294079305678315,Male,63,Yes,Yes,Employed,Suburban,Bachelor,1673503200
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,0419d03b-db90-465e-84a0-cd492c4d52fa,no_churn,0.67501426,1,churn,0.111892381697536,0.0895098888992197,0.0410628599970095,-0.0322056580717662,-0.0220504044867311,0.126278235160557,0.106244647374697,0.0509085730384686,Female,63,No,Yes,Employed,Urban,Bachelor,1673503200
34,Yes,No,Low Speed,Expired,One year,0hrs,Disabled,4e374bef-45da-478e-9a5a-92f8e33d4276,no_churn,0.059402958,0,no_churn,-0.0407371712037229,-0.0031975988689737,-0.0440780104574423,-0.0476755152605574,-0.0068595499257571,-0.0584965245900002,-0.0326455089078126,-0.0353362735958353,Female,70,No,No,Employed,Suburban,Master,1673503200
69,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,739c3026-e2fe-4ddb-bd13-bbadf96d8f76,no_churn,0.0120420139999999,0,no_churn,-0.0962836186775166,-0.008432849112246,-0.0274927267812927,-0.0613688695751852,-0.060531187483989,0.0319145383073373,0.0017276721248299,-0.028559110658075,Male,49,Yes,No,Employed,Rural,Bachelor,1673503200
72,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,b6d234f6-3cfc-48af-8c0c-9bc03837a4e4,no_churn,0.24425973,1,churn,-0.0565659155623643,-0.0003203646040128,0.0659608505339701,0.13248365632764,0.10934073885885,-0.0115742768115023,0.0886113987544604,0.103037766263042,Female,75,Yes,No,Retired,Rural,College,1673503200
1,Yes,No,Low Speed,Expired,Month-to-month,0hrs,Disabled,16b8e750-9c51-4beb-a9b7-077cf5ebe84d,no_churn,0.62016493,1,churn,0.192447248916069,-0.0148568419454386,-0.100826622474833,-0.0682171445380481,-0.0335326859174074,0.10220904699936,-0.0164074701203389,-0.0203206570923975,Male,40,No,No,Unemployed,Suburban,High School or Below,1673503200
68,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,f5e32d66-f991-46fb-b8d4-5472635f8d3a,no_churn,0.012177155,0,no_churn,-0.103687303656516,-0.0010441383267971,-0.0508313362616536,0.0183481738302543,0.0882881035239188,0.0920425196987707,0.0590956291457223,0.0949050576178342,Male,64,No,No,Unemployed,Suburban,College,1673503200
10,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,48b853fc-2714-471c-908b-0d8317af3cfd,no_churn,0.6369366,0,no_churn,0.0857351404851669,-0.0080426752641142,-0.0210193567613896,0.189802044808112,0.0119837255227321,0.0813216935474883,0.050780831492002,-0.0140359629365957,Male,40,Yes,Yes,Employed,Suburban,College,1673503200
6,Yes,No,Low Speed,In_Store_Support,Month-to-month,<50hrs,Active,d904a5c3-203a-4de0-b255-386f7b93f6a9,no_churn,0.20565183,0,no_churn,0.131043403310182,-0.0014488531249662,-0.0328240256561366,-0.0122002035719606,-0.0288972631801152,0.0931618566164979,0.13635379728642,0.0857851421542682,Male,43,Yes,Yes,Employed,Suburban,High School or Below,1673503200
5,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,0e074e97-56f1-4d08-a780-56010c9cfc61,no_churn,0.12665229,0,no_churn,0.135377543430332,-0.0026558289902641,-0.0245626760019604,-0.058988818468988,-0.0391852180599289,0.0681141875599405,0.0856302114752452,-0.0527319292430911,Male,54,No,No,Employed,Suburban,College,1673503200
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,fcd351a2-4c2d-4a38-8fd8-4c0187cf6558,no_churn,0.028360784,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,43,Yes,Yes,Unemployed,Suburban,College,1673503200
16,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,45ffdc35-05cd-4f2d-8d67-7da926146041,no_churn,0.015351475,0,no_churn,0.157133581690359,-0.0013732387013078,0.0155370777812458,-0.0355487688770335,0.0420574553028564,0.10073681381763,-0.0218702778422721,0.0099837509890676,Male,69,No,No,Unemployed,Suburban,College,1673503200
29,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,153ad218-d600-4700-ae43-7c07c5086c2b,no_churn,0.1790615,0,no_churn,-0.0928202721802972,0.0554440018403329,0.0153239439770186,-0.0864453987280921,-0.0888933718772295,0.0640550146502027,0.027004122663302,-0.0346941897394208,Female,80,Yes,No,Unemployed,Suburban,College,1673503200
2,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,978c9eed-4f39-4038-a75e-73ef3b883443,no_churn,0.42675036,0,no_churn,0.205660615952302,-0.0077639946072849,-0.0467788446619306,0.111044008850204,-0.0023376064111107,0.0919113781478699,-0.005905199214394,0.0082268328267036,Female,49,Yes,Yes,Retired,Urban,Bachelor,1673503200
10,No,No phone service,Medium Speed,Expired,Month-to-month,0hrs,Disabled,fd99add5-b1f1-4dce-9009-daeca048628e,no_churn,0.2560203,0,no_churn,0.0955873963980093,0.160596668938051,0.0545383645526908,-0.0371619914202801,0.0046857149864217,0.125718650313729,-0.0032083991160016,-0.0097825463428034,Male,25,Yes,No,Unemployed,Suburban,Bachelor,1673503200
32,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,100hrs+,Active,f361ec0b-4206-475d-86d9-011aa883a793,no_churn,0.3296341,1,churn,0.0128137571960905,-0.0027888440618517,0.10348516787345,0.026010138436759,0.0873424871081624,0.0670561465376249,0.0713464070084592,0.0488474886083167,Female,61,No,Yes,Disabled,Suburban,High School or Below,1673503200
3,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,fcc29438-3634-4947-affd-c786734a6f29,no_churn,0.54541755,0,no_churn,0.0865695604485608,-0.0132601143903229,-0.0693687205296373,-0.0896763896526317,-0.068190593627105,0.0552095637962065,-0.0275763850435396,-0.0175563023868107,Male,24,No,Yes,Employed,Suburban,Bachelor,1673503200
52,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,a04a360c-6526-4c30-acb4-4026f2484c56,churn,0.44335246,1,churn,-0.0634125084837978,-0.0022066248627743,0.0826718063028693,0.0327516462524999,0.115029134651622,0.0911286794654006,0.0684214315396093,0.0865902925056616,Male,58,No,No,Unemployed,Rural,Bachelor,1673503200
58,Yes,No,Medium Speed,Expired,One year,100hrs+,Disabled,1ec4bd35-41eb-4d2f-9444-555bec92941b,no_churn,0.059026804,0,no_churn,-0.0753512159640649,-0.0037662048870333,-0.0051947378334625,0.0029547941924693,-0.0538769377375683,-0.0246890264276498,0.0268515504689457,-0.0259543715382096,Male,58,No,Yes,Employed,Suburban,High School or Below,1673503200
62,No,No phone service,Low Speed,Phone_Support,Two year,100hrs+,Disabled,1c9f4dfc-cf1e-4601-935b-8cd54b5441b6,no_churn,0.009164239,0,no_churn,-0.108257491659424,0.0056033061235757,-0.0032461105101174,-0.010611607315659,0.0213169038865635,-0.131831020950467,0.031193182973875,-0.0231933143235619,Female,54,No,Yes,Disabled,Suburban,High School or Below,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,feeab848-3168-43fd-be38-1d5887fcd15c,no_churn,0.002163703,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Female,56,Yes,No,Disabled,Suburban,High School or Below,1673503200
25,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,5da568ca-0dcc-46d0-a2d8-ed8e4f5b39c7,no_churn,0.3928699,1,churn,-0.084319085521256,-0.005082094372974,-0.0929680792323597,0.10780117525348,0.0027005998587446,0.0475674235502265,-0.0110334250700907,-0.0033355168715934,Female,55,No,No,Employed,Rural,College,1673503200
23,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,3066b241-0bec-4203-9884-232c7ce0da02,no_churn,0.4245001,0,no_churn,-0.160180592605489,0.0654728015431783,0.0211477085366277,-0.0271784294827489,0.003195594449171,0.0550185299142594,-0.0514006154642606,-0.0151011503493919,Female,73,No,Yes,Employed,Suburban,College,1673503200
1,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,9b4d79a1-96c1-4abf-b97a-88d66413e2b8,no_churn,0.5693701,0,no_churn,0.212381826603769,0.106935583123504,0.0373480583016498,-0.0115876957389446,-0.0251311521842762,0.15849374376281,-0.0284609405608807,-0.0069572197996694,Female,71,No,Yes,Employed,Suburban,Bachelor,1673503200
26,Yes,No,High Speed,Expired,Month-to-month,<50hrs,Active,9f2ad628-a0db-4e02-aeed-2fd6cc51fce9,no_churn,0.14107001,0,no_churn,-0.0448566702805146,-0.0082808875246337,-0.0742477151445018,-0.0038455506650643,-0.0382558587147468,0.0760744415657609,0.125777380378076,0.0611087126221173,Male,74,Yes,Yes,Employed,Suburban,Bachelor,1673503200
6,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,d191c97a-5738-4759-beb8-2e8f58707bc5,no_churn,0.16056308,0,no_churn,0.0509802516434047,-0.006939366949191,-0.0352585743762574,-0.105443664472696,-0.0150205544225173,0.0631321748811387,0.0800939078406554,-0.0472369912878457,Female,23,Yes,No,Employed,Rural,College,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,b2733dc4-ec2b-4543-8324-7c072c3da1a0,no_churn,0.19062278,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,33,Yes,Yes,Employed,Suburban,High School or Below,1673503200
69,Yes,No,Fiber optic,Expired,One year,<50hrs,Active,aaaece07-5e04-4432-94e6-da087c9a3767,no_churn,0.12959902,0,no_churn,-0.164446736465543,-0.0033971586781262,-0.0762705205173551,0.0671386607465137,0.0070400757129755,-0.0276202571430985,0.0317517705729369,0.0492780145993492,Male,46,Yes,Yes,Employed,Suburban,Bachelor,1673503200
17,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,66508e25-b8a6-43c6-844b-5dc75d47bb1f,no_churn,0.038392477,0,no_churn,0.0457803265804977,-0.0083474802665296,-0.0264886424187443,-0.130950312977639,-0.0584110605831665,0.0613959094263191,0.0244706188837881,-0.0339755091452207,Male,32,Yes,No,Employed,Suburban,College,1673503200
10,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,aa8eeff2-ccd9-499e-8713-bf1246145b2b,no_churn,0.12538879,0,no_churn,0.0240904600890098,-0.0143050814346497,-0.0522158663678146,-0.0630333940426317,-0.0319684073081953,0.0448167998606095,0.0447010808452432,-0.0336242844809385,Male,36,No,No,Unemployed,Urban,High School or Below,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,91411264-ceae-4f0f-a89e-2e9f6f163c55,no_churn,0.30501375,0,no_churn,0.195450591448907,-0.0125045838704681,-0.0518089250050888,-0.0321423479906297,-0.0613638310216902,0.0841716869663559,-0.0126646630210507,-0.0184030337764215,Male,50,No,No,Unemployed,Suburban,High School or Below,1673503200
29,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Disabled,ec148e04-363a-4b78-804a-0bb1d90a55d8,no_churn,0.1790615,0,no_churn,-0.0928202721802972,0.0554440018403329,0.0153239439770186,-0.0864453987280921,-0.0888933718772295,0.0640550146502027,0.027004122663302,-0.0346941897394208,Male,77,No,No,Medical Leave,Suburban,Bachelor,1673503200
65,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,3d2cc156-48df-405f-8adc-9136e4e011ed,no_churn,0.44139734,1,churn,-0.0161751409202042,-0.0047043360198586,0.0620745945123417,-0.021361570772533,-0.0045184817748395,0.0799103445104719,0.0707706642096309,0.0749777766485567,Male,35,No,Yes,Retired,Suburban,High School or Below,1673503200
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,cdaf6b08-ed25-47e0-ac60-62a8dae3b5d3,no_churn,0.8767425,1,churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,77,Yes,No,Employed,Rural,High School or Below,1673503200
31,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,07b5dba4-21ec-4c31-bf27-8809a8b85e63,no_churn,0.49362025,0,no_churn,-0.133486299648584,-0.0112620638645603,0.0066177651413454,0.0753918833570423,-0.0313655181088779,0.0638984361216898,0.014231571806431,-0.0569090682391834,Female,56,No,Yes,Unemployed,Rural,College,1673503200
10,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Disabled,17677f54-e612-463b-bd0f-7f66a6284d09,no_churn,0.2560203,0,no_churn,0.124944856752199,0.0852106392724908,0.0308881590504552,0.0110047192836464,0.0604099440898699,0.104546906575356,0.062001691316309,-0.0280330640118381,Female,74,No,No,Employed,Urban,Doctor,1673503200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,525f379a-4586-4a04-8450-860fb728b51d,no_churn,0.62016493,1,churn,0.275060712189984,-0.0040392542262998,-0.0045722980242089,-0.0770527052787611,0.0601031619050445,0.130569151952432,0.0911560134951651,-0.0612687219177223,Male,51,Yes,Yes,Disabled,Suburban,High School or Below,1673503200
19,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4efe8e10-5d05-4e0c-b0d8-6397ef9ecb21,no_churn,0.18758826,0,no_churn,-0.0428422468682401,-0.0049224544271055,-0.105846467401298,0.102728071266465,-0.0475665950181246,0.0432084003151976,0.0401490727860436,-0.0332672631267996,Female,56,Yes,Yes,Employed,Suburban,High School or Below,1673503200
28,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,cd37ecbe-7146-470f-bafd-ca3bd0b79921,no_churn,0.48777607,0,no_churn,-0.131362940409572,-0.0113957658162326,-0.134035446108101,0.0515845031986282,-0.027005837400793,0.0175622677514729,0.0004470667944042,0.0085133322252841,Male,35,No,Yes,Employed,Suburban,High School or Below,1673503200
24,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,ad4429f8-bea9-477a-8365-3a35b34719c3,no_churn,0.43655297,0,no_churn,0.0092175073403541,-0.0068718339386759,0.103327903454101,0.145728318546253,0.0149012880136615,0.1141840681536,0.0274298493572632,0.0680567549483566,Male,65,Yes,No,Unemployed,Suburban,High School or Below,1673503200
67,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,ff616324-029f-43a7-bb1d-d61c5a88bf1c,no_churn,0.014644376,0,no_churn,-0.0521356937235759,-0.0034981809095188,0.0107682865940842,-0.0534359772687457,-0.0054827429300348,-0.116793694524549,0.0380319162470914,-0.0252300657695013,Female,78,No,No,Unemployed,Rural,Bachelor,1673503200
29,No,No phone service,Low Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,cf61cf59-ee43-4342-bdf6-a23d0c53afb6,no_churn,0.1790615,0,no_churn,-0.0331427935801571,0.0827983366419994,0.0304865499975812,0.0409631728409249,-0.0372186730066278,0.0858190256423654,-0.0005597943829707,-0.0117275261277291,Male,50,Yes,No,Employed,Urban,Bachelor,1673503200
66,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Active,a536303f-05c7-41e9-99b0-43be709ac781,no_churn,0.21763842,0,no_churn,-0.0539172699676692,-0.0011462557519553,-0.0147245322939306,-0.0298948902816391,0.0352701169180818,-0.126373611763879,0.0404663422410703,0.0512939489450309,Male,22,Yes,Yes,Unemployed,Suburban,College,1673503200
44,Yes,No,Fiber optic,Expired,One year,100hrs+,Active,e35506a7-6f48-4214-81aa-265fa351cde0,no_churn,0.19640233,0,no_churn,-0.0597643843162404,-0.0007365959597518,-0.0387217223920743,0.138552648603945,0.109912691464851,0.0740163615254277,0.0757312033812195,0.0919836494115225,Male,72,No,No,Employed,Rural,Bachelor,1673503200
56,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,e334eb63-8807-451c-b7aa-112cd9968b86,no_churn,0.09334409,0,no_churn,-0.178631929936023,-0.0113410519712124,0.0219643619467751,0.0302522130761281,0.010993027675222,0.0243456140408943,0.0120793054603927,0.0313123077650379,Male,28,No,Yes,Disabled,Suburban,College,1673503200
11,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,5b4a322a-398a-4606-ba95-21180c1d30b8,no_churn,0.088051744,0,no_churn,0.0292864235228989,-0.0126673236160422,-0.0254823114281862,-0.095286433872734,-0.0635399076838257,0.0508610619187766,-0.0139591962095437,-0.0071818231066754,Female,50,No,Yes,Employed,Urban,High School or Below,1673503200
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,9da0b186-3303-4ba8-9521-eef4a829a84f,no_churn,0.42814422,1,churn,0.111175628086942,-0.0115928268577044,-0.0746532264484267,-0.0790876155886962,-0.0658957762260433,0.0512340617872814,-0.122812632290788,0.0326062357614591,Male,64,Yes,No,Employed,Suburban,Master,1673503200
14,Yes,Yes,High Speed,Expired,Month-to-month,<50hrs,Active,1e63f1af-88cd-4cb5-9cc7-1758e9214db3,no_churn,0.6460278,1,churn,-0.0374809927891237,-0.0131860690864232,0.0340101805921222,-0.0936857887779388,-0.113862229740653,0.0275716379210371,-0.0022285441849362,0.0298356542601686,Female,80,No,No,Employed,Rural,Bachelor,1673503200
15,Yes,No,High Speed,Expired,One year,100hrs+,Disabled,9421e419-22bc-4053-98d0-a6d848f3502f,no_churn,0.034975212,0,no_churn,0.007295377094515,-0.0039987422966078,-0.0474758144928637,-0.0609246231197903,0.002353125289137,-0.0884913139212767,0.0639099416303906,-0.0316941015432166,Female,64,No,Yes,Unemployed,Suburban,College,1673503200
11,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,841207e9-57c1-413b-9d67-559dbab6342c,no_churn,0.57622576,0,no_churn,0.154132320039516,-0.0047335867802394,-0.0204578701891478,0.195981127789055,0.120570781375136,0.0951386819790423,-0.0328818551147742,0.0170853660470311,Female,32,Yes,No,Disabled,Suburban,College,1673503200
34,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,ec69f271-880e-4e37-b2f3-4d8540e97238,no_churn,0.0372983,0,no_churn,-0.123008917067182,-0.0039109395217565,-0.0577266919569365,-0.0991172958550759,0.0255001042524236,0.0365460714270739,0.0334276545966713,-0.0297361365063716,Female,68,No,No,Employed,Suburban,Bachelor,1673503200
1,Yes,No,Low Speed,Phone_Support,Month-to-month,100hrs+,Disabled,ff6a4560-e6be-4fd8-9047-f6028924438b,no_churn,0.62016493,1,churn,0.234564731249557,-0.0041205985653687,-0.0150903734984422,-0.0495169935819831,0.0768078520372,0.131015651013877,0.0906585424937293,-0.0613192733727191,Male,68,Yes,No,Employed,Suburban,High School or Below,1673503200
40,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,dedb6af9-b8af-4b02-84dd-956ed478f0d0,no_churn,0.46215537,1,churn,-0.107359644722565,-0.0170388580567487,0.0360046891369074,-0.0673159288212264,-0.0018325474938683,0.0624582265085246,-0.0072379616049511,0.0392958742793962,Female,65,No,No,Unemployed,Suburban,High School or Below,1673503200
72,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Disabled,92080224-98a0-4d0e-a9ac-c018444cb3b6,no_churn,0.004808609,0,no_churn,-0.130232597949598,-0.0050749381221976,0.0344202048666556,-0.0074128812916023,-0.0041893442024593,0.061305110279045,0.0964555410460889,-0.0642972452301455,Male,76,Yes,Yes,Employed,Suburban,Master,1673503200
68,Yes,No,Fiber optic,Expired,One year,100hrs+,Active,2fa6b488-5567-4826-b4e9-06e1b23420ff,no_churn,0.2550594,0,no_churn,-0.195954061038556,-0.0029396986240317,-0.0617294523500822,0.0386015481590402,0.0171017190057682,-0.0566382431432975,0.0277584848347396,0.044773550987702,Male,44,No,Yes,Unemployed,Urban,High School or Below,1673503200
11,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,f45b9c99-fff3-471a-92bb-17e057a75b24,no_churn,0.20736423,1,churn,0.0409611513602158,-0.0112133815295055,-0.0368197340261122,-0.0756493289688478,-0.0773666585944556,0.0400740496652269,0.0079735512424849,-0.0079728100557258,Male,43,Yes,Yes,Employed,Urban,College,1673503200
68,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Active,b7d6202f-c69c-4048-bbab-d456c9bebd2e,no_churn,0.012177155,0,no_churn,-0.0957992671674583,-0.0056090139217485,-0.122299899309546,0.0093390323641142,-0.0609161286084781,0.035411583129171,0.0420752371924572,0.0487723052871297,Female,56,No,Yes,Unemployed,Suburban,College,1673503200
59,Yes,Yes,Fiber optic,Expired,Month-to-month,0hrs,Disabled,34ffba37-cf14-40e2-ac6d-a48764adfa57,no_churn,0.11799645,0,no_churn,-0.263122160874645,-0.0118712258736741,0.0238128185359346,0.0705609387995173,-0.0159574432707268,-0.0003617428329107,-0.0213163019600142,-0.0307710335525735,Female,37,No,No,Employed,Rural,High School or Below,1673503200
42,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,250e44ab-340b-49e1-9194-9e5076e840e6,no_churn,0.3840441,0,no_churn,-0.0957739396964098,-0.0062173188682936,0.0463674441212697,-0.0803758530379855,-0.0039592716940205,0.0604964755803939,-0.0142644790900885,0.0407007913613233,Male,45,No,No,Employed,Rural,High School or Below,1673503200
22,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,5c604566-ff5f-4381-be1d-ebac91d4458a,no_churn,0.28600138,0,no_churn,-0.097056566252495,-0.0066632091225983,-0.114418741488007,0.0446971374930217,-0.048910145664031,0.0014140616854456,-0.0026878682273672,-0.0104008196018185,Male,29,No,No,Retired,Suburban,High School or Below,1673503200
70,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,dddbe535-4f12-44ca-9c10-144de33f4691,no_churn,0.08885912,0,no_churn,-0.134843459240838,-0.0064589778081608,0.0012189227083445,0.0773979771954145,0.0097742743152412,0.0280962912838822,-0.0220912754805385,0.0578800956341456,Female,52,No,No,Unemployed,Suburban,Bachelor,1673503200
53,Yes,Yes,High Speed,Expired,One year,100hrs+,Disabled,4d885059-1946-4004-8be5-6ff207e60ebe,no_churn,0.058569357,0,no_churn,-0.0315953089084814,2.10006893394166e-05,0.0392520482779127,0.0060827266411342,-0.002862271532449,-0.0137000140913096,0.0996654508922802,-0.0458897809847258,Male,52,No,Yes,Unemployed,Suburban,High School or Below,1673503200
72,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,be5ba258-cb09-4e5d-9f12-a062138f8488,no_churn,0.03430673,0,no_churn,-0.113517390126335,-0.0034901827481917,0.0241436860578687,0.0384614504166893,-0.134153892411914,0.0506890908764853,0.0445089048061163,0.0458321820481614,Female,26,No,Yes,Employed,Suburban,College,1673503200
65,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,a1759068-7a73-4797-99a2-90ed173aec0b,no_churn,0.029972484,1,churn,-0.103498584386289,-0.0119619171044541,-0.0402125854388941,-0.0373618723098479,-0.0863072231574005,0.0315741535211236,0.0029655329562046,0.0257763431476814,Male,47,No,Yes,Employed,Rural,Bachelor,1673503200
68,Yes,No,Fiber optic,Web_Chat_Support,Two year,100hrs+,Disabled,3056639d-120d-4043-aad0-ae5d35955f21,no_churn,0.019385826,0,no_churn,-0.119353292159103,-0.0030130053360699,-0.027028595755346,0.0075176522123911,-0.0028921670724594,-0.123653333251805,0.0174818453555417,-0.0180852566334033,Female,25,No,Yes,Unemployed,Urban,College,1673503200
39,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,f515b833-fc2c-41c2-bc3c-ec117ea50f46,no_churn,0.045156825,0,no_churn,0.0436251537489533,0.1448536664525,0.063924123426691,0.0058517119423686,0.0239950302798388,0.117064161408994,-0.0284178321632907,0.0165064073904068,Female,53,No,No,Employed,Suburban,High School or Below,1673503200
31,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,1456a24f-5da2-40c6-81d9-160f40e81345,no_churn,0.15179804,0,no_churn,0.0809937926191605,0.0936826150990327,0.0480074349374444,0.0567978410444448,0.085574273534421,0.156789646066641,-0.0041706604053797,0.0132989149492004,Female,52,No,Yes,Employed,Suburban,High School or Below,1673503200
43,No,No phone service,Low Speed,Expired,Month-to-month,100hrs+,Active,ed89826e-5133-4afb-96fc-e5c490df150d,no_churn,0.30589876,1,churn,-0.125450137048183,0.018509835441273,-0.019901715244996,-0.023677725458765,-0.0723323308823273,0.0461215084486138,0.0021799043883038,0.0355245085491696,Female,35,Yes,Yes,Medical Leave,Suburban,Master,1673503200
72,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,87ae58ad-ddad-42d3-b793-50c68bdcd256,no_churn,0.24425973,1,churn,-0.0528954572540897,-0.0043055192173778,0.0803802394712101,0.0993595574398932,0.0342327311903272,0.0846568384720103,0.101963817370256,0.0890816427310346,Female,77,Yes,Yes,Employed,Suburban,College,1673503200
64,No,No phone service,Low Speed,Phone_Support,Month-to-month,100hrs+,Active,5783bdc3-4b54-4fa7-a49c-4977e57ba5e1,no_churn,0.13598026,0,no_churn,-0.184667654447958,-0.0148014672587487,-0.0275389763915882,0.0144498694157118,0.0393628961642934,0.0749924185569761,0.0483384928716805,0.0608382697649176,Male,38,Yes,No,Employed,Suburban,Bachelor,1673503200
38,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,575d9495-3657-49ff-b84a-bdeedcd8519e,no_churn,0.41200855,0,no_churn,-0.0602700724017177,-0.0045673823711513,0.0030952543977491,-0.048640772646263,-0.0141611269542318,0.0789441667173832,-0.0190031079650998,0.0283626052028557,Female,25,No,Yes,Employed,Urban,High School or Below,1673503200
13,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,77501793-60ae-499f-8ebc-59dfd38008ba,no_churn,0.7068473,1,churn,0.0888902036110084,-0.0119351572880805,0.0777322264599115,0.005735337546821,-0.0286629106738746,0.0785533186676821,0.0944512546128862,0.0862095778304319,Female,34,Yes,Yes,Retired,Urban,College,1673503200
6,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,acc95c71-45fa-4f8e-92ee-6ba139d800d2,no_churn,0.1037973,0,no_churn,0.107391003270432,-0.0017585060240526,-0.0115195599226808,-0.0570933497860642,0.0117977009912283,0.0687292923603945,0.0344642643780389,-0.0128348616186485,Male,52,No,Yes,Medical Leave,Suburban,Bachelor,1673503200
4,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,8a46084f-0c0e-4458-95ee-f0de410f8e6e,no_churn,0.1685849,0,no_churn,0.189874822502325,0.0013663394520335,-0.0244556369804013,-0.015306150041024,0.01467786754205,0.103908652805831,0.0809166442223613,-0.0550748695035326,Female,33,No,No,Unemployed,Rural,College,1673503200
3,Yes,No,Low Speed,Phone_Support,Month-to-month,<80hrs,Disabled,757f2e50-5d6a-428e-9529-83bd24797044,no_churn,0.54541755,0,no_churn,0.092784729063901,-0.0071367288992587,-0.0634762322590495,-0.0545398742399947,0.0178162568600782,0.0868424493785732,0.0311899268204069,-0.0327867276559391,Male,71,No,Yes,Unemployed,Suburban,College,1673503200
63,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,ac4b1ff3-386f-4829-9fe1-4da58f5fe5dc,no_churn,0.19384016,1,churn,-0.22663985636369,-0.002795194969367,0.0165110490090046,0.0339964938644698,0.0266588529863292,-0.0921706502669258,-0.0224133519925089,0.0328265070724228,Female,42,Yes,Yes,Employed,Suburban,Bachelor,1673503200
42,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,8d73d954-3a30-4f32-ab1b-04c968f607b2,no_churn,0.027957741,0,no_churn,0.0273155452860282,-0.0006459741052822,0.0928414587321003,0.0285324438645329,0.109344348336963,0.132555657544763,0.153134950058084,0.0578954327444626,Female,77,No,Yes,Employed,Suburban,College,1673503200
6,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,a9beba24-3510-4c61-a846-9abf67401151,no_churn,0.16056308,0,no_churn,0.0509802516434047,-0.006939366949191,-0.0352585743762574,-0.105443664472696,-0.0150205544225173,0.0631321748811387,0.0800939078406554,-0.0472369912878457,Male,49,No,Yes,Employed,Suburban,College,1673503200
19,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,d2a4ff31-8fd8-4541-944e-41f28c87be14,no_churn,0.009306108,0,no_churn,-0.0673715713231013,-0.008148359042716,-0.0535974326187988,-0.0802605418482289,-0.0648378984495684,0.0201569087362531,0.0121902380279334,-0.0271574957641223,Female,71,Yes,Yes,Medical Leave,Urban,High School or Below,1673503200
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,44530cf4-8003-4155-840c-8f27122201ad,no_churn,0.1150455,1,churn,0.243484497049958,-0.0097718664878993,-0.038376145713355,-0.0015309613638601,0.013470020957684,0.109200712666589,0.0770397514317119,-0.0406419106034445,Female,65,Yes,Yes,Disabled,Suburban,Master,1673503200
68,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,9a5a300d-8aff-4dfc-99aa-bf320f2fe2bc,no_churn,0.01402738,0,no_churn,-0.0706718283902182,0.109350404389324,0.0625834034851823,0.0171859703285781,0.0086102057717562,0.116247749616005,0.0275701308074394,0.0100978211820711,Female,63,No,Yes,Employed,Suburban,Master,1673503200
9,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,6b21b9af-57c2-4381-90a8-03ed66d73981,no_churn,0.60358584,1,churn,0.13098889359148,-0.0047742207904229,-0.0104654203238305,0.133858425256085,0.0191301803554597,0.127972461134032,0.0946526458727703,-0.0402082174426504,Female,21,No,No,Employed,Suburban,Bachelor,1673503200
17,Yes,No,Medium Speed,Expired,One year,100hrs+,Disabled,93d596a2-2c3c-4953-ab50-56d25cd34c18,no_churn,0.038392477,0,no_churn,-0.0122726779735876,-0.0059761107679878,-0.0286286118719181,-0.076345765390065,-0.023752301255954,-0.0854172782080877,0.0305115968736026,-0.0271450025621288,Male,39,Yes,No,Unemployed,Urban,College,1673503200
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,5b5a88a0-ef86-4fe4-af72-53dfd4636339,no_churn,0.034373436,0,no_churn,-0.0895854411840036,-0.0019247522924342,0.0997713865926107,0.0411867949430507,0.0574406551105948,0.1291255390981,0.130110499569441,0.111111080580067,Female,32,Yes,Yes,Employed,Suburban,College,1673503200
6,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,fb89f016-ea2b-4a1d-ba48-4fc7d12e4b4a,no_churn,0.38698643,0,no_churn,0.0085185611748238,-0.0067269986242899,-0.0152216367807704,-0.138500931735407,-0.0198222134496609,0.0670715948309225,0.0344529663247522,-0.0427974927193463,Female,39,No,Yes,Unemployed,Suburban,High School or Below,1673503200
39,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,6058aff2-a1e2-4636-ba8c-71c923b9fb43,no_churn,0.045156825,0,no_churn,0.0586780755334257,0.10345652782592,0.0454661937187211,-0.001083986187541,0.0076595732794157,0.139138361016066,-0.0429024182557623,0.0355615285973817,Female,41,No,No,Unemployed,Rural,Bachelor,1673503200
36,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,b89994f0-719b-40e1-b2f5-ccba137f6d37,no_churn,0.3428331,1,churn,0.0208820356349133,0.0011886998362751,0.0275133082721185,0.197652079734471,0.126635780441566,0.085198146590701,0.132343764874395,0.0195600373691013,Female,31,Yes,Yes,Unemployed,Rural,College,1673503200
1,Yes,No,Medium Speed,Phone_Support,Month-to-month,<80hrs,Disabled,85ed6e99-c78e-4a26-8834-9f02c5f417c0,no_churn,0.28846085,0,no_churn,0.208038285764192,-0.0048741749081091,-0.0432357871681915,-0.136473840620006,0.0061012976412348,0.116468713412114,0.0976406803153486,-0.0523811731958085,Male,75,Yes,Yes,Unemployed,Urban,High School or Below,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,573f5f50-3bf5-4022-940a-66b4d8b74163,churn,0.18611136,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,72,Yes,Yes,Employed,Rural,High School or Below,1673503200
1,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,30d1f158-b841-4f79-a688-760393328bab,no_churn,0.30501375,0,no_churn,0.263506405513363,-0.0096934683191466,-0.0256284368585602,-0.0259642115752103,0.0947410272116485,0.134205091782542,0.0829252023577464,-0.0493450700086214,Male,47,Yes,No,Retired,Suburban,College,1673503200
31,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,3e06cebe-f14e-485d-b1ce-6343f9b0b4a4,no_churn,0.49362025,0,no_churn,-0.079201835411095,-0.0064842987390875,0.0250979338893921,0.107025533787637,-0.0334029810027186,0.0843047901715635,0.0591081122335208,-0.061473404440203,Female,63,No,Yes,Employed,Suburban,High School or Below,1673503200
18,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,d77f5d5b-858d-48db-808d-872c470a8eb6,no_churn,0.07333171,0,no_churn,-0.0234256508698854,-0.0035481438176793,-0.035692508940092,-0.0032445084367282,-0.0011924957021074,0.0657775843575109,0.106563766005256,-0.05426419133757,Female,77,No,Yes,Employed,Rural,College,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,a4d177a7-65d6-4ab1-be41-911e62e5231a,no_churn,0.001981075,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Male,40,No,No,Employed,Urban,High School or Below,1673503200
1,No,No phone service,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,976b2f3e-86dc-46f2-9a9d-a2a12bfb15f5,no_churn,0.8522017,1,churn,0.157231105836827,0.0288498065893145,0.0016955926367882,-0.0975769635010738,-0.0590355644406554,0.117901529298206,0.0363294657106234,-0.0382227048704316,Male,61,No,Yes,Employed,Suburban,Bachelor,1673503200
6,Yes,No,High Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,022bca7a-009c-48c8-8b02-54e9e776f662,no_churn,0.1037973,0,no_churn,0.0348541935171761,-0.0056801069611537,-0.0234837116161179,-0.0619019900996681,-0.0628853525465638,0.0649956512176413,0.0148041464020207,-0.0168936470110384,Female,62,Yes,No,Employed,Suburban,High School or Below,1673503200
64,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,1d460047-46c7-4b4e-a205-8fb76f31aeed,churn,0.01776024,0,no_churn,-0.0599077268956625,-0.0029302398276377,-0.0191967339145776,0.0008037030114701,-0.0105381541115639,0.0472220692306837,-0.0006224655273581,-0.0038566028126842,Male,51,No,No,Unemployed,Urban,High School or Below,1673503200
1,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,85d3257c-99c5-462e-aa14-06448da28c4b,no_churn,0.8767425,1,churn,0.294969544768828,-0.0063087589960468,-0.047054488775484,0.0726255204067092,0.0830615210854739,0.143914690015317,0.0077997982529814,-0.0122719359824441,Female,39,Yes,Yes,Unemployed,Rural,High School or Below,1673503200
10,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,90efe12e-f886-432e-8ff7-be71cd8375f2,no_churn,0.12538879,0,no_churn,0.038059841230488,-0.0084654098310602,0.0010726833778699,-0.0346751015138579,0.0700500172406555,0.0848678620374357,0.110598544697605,-0.070534586343474,Male,36,No,No,Employed,Suburban,High School or Below,1673503200
7,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,c001f318-9365-407a-84f7-c11c0bea7213,no_churn,0.012767095,0,no_churn,-0.0877869939274842,0.0042370564267639,-0.011052524048182,-0.0779999914436757,-0.0284653697380508,0.07329048478412,0.0236582291949798,-0.0349070415631467,Female,27,No,No,Employed,Suburban,High School or Below,1673503200
8,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,11a8e168-29ac-4154-8096-2aad73709944,no_churn,0.6410777,1,churn,0.125455537389271,-0.0024641382967274,-0.0394678256326369,0.0319658853516557,0.18821156566315,0.128618274900473,0.143263690580079,0.125390859564759,Female,58,No,Yes,Employed,Suburban,College,1673503200
22,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,621da0a1-6b9c-447e-ba01-d272b73591a3,no_churn,0.23446901,0,no_churn,-0.148392230394493,-0.0074817409492152,-0.0915506867200656,0.0713721329099917,0.0277230563911325,0.0352787567408267,-0.0048765049802295,-0.0033846461931261,Female,74,Yes,No,Employed,Suburban,College,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,30f818c5-cd86-4641-b672-452b65b1d5ae,no_churn,0.2600784,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,22,No,No,Employed,Suburban,Master,1673503200
63,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,883ee317-712d-423f-a9d4-545c2c2865a8,no_churn,0.009348769,0,no_churn,-0.128131460113818,-0.017458553505894,-0.0362862796545687,-0.034306001515979,-0.0690534030632989,0.0274884224121251,0.0143356872577533,-0.0156145638893121,Female,73,No,Yes,Employed,Urban,High School or Below,1673503200
70,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,424593ff-7a1d-4526-92d8-71757bab519d,no_churn,0.08885912,0,no_churn,-0.0219174142039492,-0.0037493667416492,0.0911754110809488,0.0878036852362492,0.029949182349128,0.0818019019503935,0.101683326520833,0.0957271253190265,Female,34,Yes,Yes,Employed,Suburban,Bachelor,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,d16f0bd5-bb91-4406-b84c-a9e43d59d730,no_churn,0.08423381,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Male,76,No,No,Disabled,Suburban,Master,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,69018abf-dccc-4252-9245-7d95ad7d71a2,no_churn,0.18611136,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Female,50,No,No,Employed,Suburban,High School or Below,1673503200
28,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,136aa6c7-0e84-498d-ac3f-1d4f78be4fb9,no_churn,0.11377532,0,no_churn,-0.0976887382504264,-0.0020694804373488,-0.0350628500877064,0.0562813080098385,0.0380716126229344,-0.0408669386981,0.056039140434259,-0.0470635376745758,Female,74,Yes,Yes,Employed,Suburban,Bachelor,1673503200
34,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,189bdfe9-7ecc-4e8a-a68e-f1faf9977f62,no_churn,0.059402958,0,no_churn,-0.0534152783154422,-0.0054146818048684,-0.0748156406571251,-0.0730064905664312,-0.0566504402344071,0.0420098525776666,0.0214091564434056,-0.0191426298109854,Female,64,No,Yes,Unemployed,Urban,Bachelor,1673503200
25,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,aef5b7a9-11cc-4c15-aa01-aa561efd4126,no_churn,0.026204877,0,no_churn,-0.0902750859430944,-0.0104029304854339,-0.0581967325783625,-0.033611529670361,-0.0724884420675152,0.0206340227570035,0.0043871464800486,-0.019072599947467,Male,35,Yes,No,Disabled,Suburban,College,1673503200
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,7dd5a32f-f5d8-48ef-863a-58b3bca7aba4,no_churn,0.17919357,0,no_churn,0.243484497049958,-0.0097718664878993,-0.038376145713355,-0.0015309613638601,0.013470020957684,0.109200712666589,0.0770397514317119,-0.0406419106034445,Male,29,Yes,No,Unemployed,Suburban,Master,1673503200
56,Yes,Yes,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,66fe75d1-ae45-47ae-a2e7-b67b4e5d08ad,no_churn,0.010555344,0,no_churn,-0.0764752733000295,-0.0070247606486918,0.0105080342196924,-0.0111649423810013,-0.0947141957616349,0.016333076107212,-0.0016430072142793,-0.0248450831079935,Male,65,Yes,No,Employed,Suburban,High School or Below,1673503200
11,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,763641f8-24d3-4002-a906-9c08057e3bc8,no_churn,0.088051744,0,no_churn,0.0559379855183306,-0.0070452160869535,-0.0136458682657485,-0.0862386682072792,-0.0688325363291733,0.0618197347841214,-0.0121429245918443,-0.0079728100557258,Female,42,Yes,No,Unemployed,Suburban,High School or Below,1673503200
1,No,No phone service,Medium Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,f1d49a2a-8cbb-42cf-a6fe-3427387f7503,no_churn,0.8522017,1,churn,0.236458622225723,0.0295731653574512,0.0015449604094419,-0.151485723963042,-0.0114989398715533,0.129963564984673,0.0771354991231146,-0.0395580111963317,Male,34,No,No,Employed,Rural,Bachelor,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,c8cb32bf-7836-4cf7-a159-5d8df5810c27,no_churn,0.0019187479,0,no_churn,-0.143113307096409,-0.0153257755649372,0.0113412403945346,-0.0558357467399935,-0.0466061570593126,0.0423612351554447,0.0390898708203951,-0.0359375114640056,Female,34,No,No,Medical Leave,Suburban,Bachelor,1673503200
1,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,2c939025-6283-4e32-b203-e95f54952fb3,no_churn,0.6817207,0,no_churn,0.18800189614758,-0.0072159144149918,-0.0328117762867987,0.0679946142956396,-0.0604703990156031,0.0912095197989583,0.0946795518233921,-0.040383461022302,Female,51,Yes,No,Retired,Suburban,Bachelor,1673503200
9,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,3c450061-6f2a-4815-a69c-bd5ddb6666e0,no_churn,0.60358584,1,churn,0.144358432549498,-0.0042459991464056,-0.028302731730655,0.10754190415917,0.114969064264296,0.0949426702552409,-0.0439718813030413,0.0316823952626418,Male,27,No,No,Retired,Rural,Bachelor,1673503200
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,e1e27688-8c5c-4b6d-989f-d385893275bb,no_churn,0.22264187,1,churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Female,65,No,Yes,Employed,Urban,College,1673503200
71,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,07b8c80e-1336-4f96-8ac4-1b1c0a2811cf,no_churn,0.009715333,0,no_churn,-0.190703736829382,-0.0092723336509152,0.0393615822463971,0.0726696347117558,0.0165980436963991,0.0612185163023923,0.082927087537173,-0.0578249450976363,Female,38,Yes,Yes,Employed,Suburban,College,1673503200
17,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,8401ed1f-7a31-4296-b013-f3945e52e044,no_churn,0.57166964,1,churn,0.0639123521694182,-0.0053357171063544,-0.0113019326330322,0.0979851564933415,0.0013011833065502,0.0901797578798414,-0.0252976104361732,0.0108942990147625,Male,28,Yes,Yes,Employed,Suburban,College,1673503200
36,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,9c4ae705-ec17-4c1e-9f9a-1a756b11eb9f,no_churn,0.0244997089999999,0,no_churn,-0.0824858564536953,-0.0116641255717695,-0.0188077439840708,-0.0673216868283998,-0.0872536682731515,0.0362051322928528,0.0071269594056684,-0.0173251622817406,Male,68,No,No,Employed,Suburban,Bachelor,1673503200
7,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,88e96d16-7af5-4715-90ba-67fe17707f60,churn,0.4324978,1,churn,0.115650955559013,-0.0009120518316103,0.0483650721996764,0.198537840162571,0.0185365953798282,0.139978666867523,-0.0076097992972518,-0.0338884580917056,Female,58,No,No,Employed,Rural,High School or Below,1673503200
64,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,4df84c01-2fd8-405d-9516-1cbd7f4b006d,no_churn,0.01776024,0,no_churn,-0.0599077268956625,-0.0029302398276377,-0.0191967339145776,0.0008037030114701,-0.0105381541115639,0.0472220692306837,-0.0006224655273581,-0.0038566028126842,Male,42,No,Yes,Unemployed,Urban,Bachelor,1673503200
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,f2b708e8-e389-490c-87dc-06c784109646,no_churn,0.5034542,0,no_churn,-0.0343338912030276,-0.002515880005958,0.111929494106771,0.113801255418748,0.0803658534970145,0.0748255753811008,0.0192466234427774,0.0576548202676713,Female,68,No,Yes,Employed,Suburban,College,1673503200
63,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d6962788-f448-4fa9-9b94-4b7ac3191e90,no_churn,0.19384016,1,churn,-0.270388583014537,-0.003690974110832,0.0338506061319094,-0.0715706819129627,0.0131326250739948,0.0436953336032547,-0.0011826318854036,-0.0128718454517911,Male,68,No,Yes,Employed,Rural,College,1673503200
52,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,43a819a0-38ca-4905-87f6-c5c8af8f1a31,no_churn,0.2139103,0,no_churn,-0.106604297213344,-0.0067529924754489,-0.0244886710453101,-0.0578924895522504,-0.134334604727956,0.0295996484974784,0.0160289658399051,0.0254182882568966,Female,39,No,Yes,Unemployed,Suburban,Master,1673503200
3,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,5465c842-8cd3-49ea-bcb0-7179b829e6d1,no_churn,0.5071732,0,no_churn,0.0977174407723623,-0.0071242013012306,-0.0074302085502677,-0.135349259404138,-0.0635937542232204,0.0793566541574364,0.0642231336664735,-0.0423815123470922,Female,48,No,Yes,Retired,Suburban,College,1673503200
16,Yes,No,Low Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,4ff65710-ef23-4819-ba71-6b2e7e290a55,churn,0.35879147,1,churn,0.0778183339693077,-0.0054323897365975,0.0004184939197875,0.0009689521785094,-0.0713991612398422,0.0836476376025166,0.017213636000506,-0.0234164101105034,Female,68,No,No,Employed,Urban,High School or Below,1673503200
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b4f68c93-6be7-4e93-aed0-43e246606b76,no_churn,0.6817207,0,no_churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,71,Yes,Yes,Employed,Rural,College,1673503200
9,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,100hrs+,Disabled,8676e524-8e9e-47e8-a7dd-a468b4ce9fa0,no_churn,0.24115968,1,churn,0.0114112437199037,-0.0075012579987742,-0.0669878867050101,-0.0152361574548922,0.0542137943656234,0.0816244636833289,0.089164543118477,-0.0583772303896785,Male,59,No,No,Employed,Suburban,College,1673503200
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,980d1cf0-a7b3-44ff-a6cc-eb20381b4890,no_churn,0.4733485,1,churn,0.026527940913711,-0.0136582411151175,-0.0245949269878838,-0.094159296305288,-0.0734252554792328,0.0519458352781475,-0.0363944480733516,0.0347322413830897,Female,74,No,Yes,Employed,Urban,High School or Below,1673503200
28,Yes,No,Fiber optic,Web_Chat_Support,One year,100hrs+,Disabled,45bac7da-6f0c-4068-b108-7064b563cbde,no_churn,0.11377532,0,no_churn,-0.0857950258894197,-0.0033205377299782,-0.0674286368022876,0.0081203009138516,-0.0085832791675784,-0.115515176810195,0.031405139952003,-0.0279089357661541,Male,67,Yes,No,Employed,Suburban,Bachelor,1673503200
2,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,e37e1c38-91be-41eb-ba26-76c86c8fc80b,no_churn,0.1150455,1,churn,0.243484497049958,-0.0097718664878993,-0.038376145713355,-0.0015309613638601,0.013470020957684,0.109200712666589,0.0770397514317119,-0.0406419106034445,Male,35,No,No,Employed,Suburban,Master,1673503200
22,Yes,No,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,6ba58e40-5053-41cf-a8fb-7d15493629d1,no_churn,0.053950667,0,no_churn,-0.066587550187578,-0.0063726075667545,-0.0393380223095027,-0.0380250400328895,0.0354220960034854,0.0418561436652544,0.0603591903110555,-0.0463403600071433,Male,57,No,Yes,Employed,Suburban,Bachelor,1673503200
71,Yes,Yes,Fiber optic,Web_Chat_Support,One year,100hrs+,Disabled,ebd37c12-f63e-49e2-bc0d-4d6a1f4ec067,no_churn,0.009715333,0,no_churn,-0.153814240140182,-0.0027695243054586,0.0236676896983226,0.0145338862332755,-0.0148127276800232,-0.140367679055125,0.0591061755328792,-0.03123639930438,Male,80,No,Yes,Unemployed,Suburban,Bachelor,1673503200
22,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,f9c4b64f-e8cb-43d6-bec5-a9f59dfaf353,no_churn,0.37832397,1,churn,-0.0855074103487368,-0.0047453487979873,-0.0689333429359294,-0.0139092446822769,0.0671888745978685,0.0570603162150473,-0.0014632713713035,0.0612832766392784,Female,33,No,No,Unemployed,Suburban,College,1673503200
16,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,72b3adfc-2040-4327-8b96-4e5d2e52691a,no_churn,0.015351475,0,no_churn,0.213694126338469,0.0029410523810656,0.0365936551672348,-0.0119275229177765,0.0783274029956191,0.128506498988454,-0.0004030433190109,0.0099837509890676,Female,43,No,Yes,Unemployed,Suburban,Bachelor,1673503200
64,No,No phone service,Low Speed,Phone_Support,Month-to-month,<80hrs,Active,116c99eb-a06c-41bf-8a3c-34b2b5253e30,no_churn,0.13598026,0,no_churn,-0.1297246004916,0.0149982984739699,0.0236407414733685,0.0169419759409856,0.0109429819516299,0.0632523182157046,0.0682420235418567,0.072680110439951,Female,29,No,Yes,Retired,Suburban,Master,1673503200
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,e9f786e1-ea15-4d1e-a317-405411454b65,no_churn,0.0017634731,0,no_churn,-0.0971028700043643,-0.0071924322667609,0.0029734244903147,-0.0237986078159792,-0.0244793877880874,-0.117479777514973,0.0122616580776684,-0.0142081610722107,Male,28,No,Yes,Employed,Rural,College,1673503200
16,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,5a8c2036-8816-46a6-997e-9daaba38e7c3,no_churn,0.35879147,1,churn,0.140726900001418,-0.0024738065583005,-0.012650391267125,-0.0438950137398387,0.0180038360540311,0.100286355326316,0.0106647672258259,-0.0071649821927076,Female,67,Yes,No,Medical Leave,Suburban,Bachelor,1673503200
52,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,6b8a9bda-59be-47cc-bbaf-d7d06c78c9ee,no_churn,0.2139103,0,no_churn,-0.120374654952193,-0.0100420860153462,-0.039569097203348,-0.0205792067134098,-0.13810828560072,0.0238703916494523,0.0175618059661974,0.0282149811755516,Female,29,No,Yes,Employed,Suburban,High School or Below,1673503200
66,Yes,No,High Speed,Web_Chat_Support,One year,100hrs+,Active,d6c80881-eea1-4ace-a270-ecf41d830a91,no_churn,0.21763842,0,no_churn,-0.0844991472046058,-0.0020245936918945,-0.0887757180276639,-0.0019093726858409,0.0244183634660294,-0.166802343668569,0.0444802183924366,0.0510864404998938,Male,52,No,Yes,Employed,Suburban,Bachelor,1673503200
4,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,1423ad80-1593-43a6-a112-952e8af71423,no_churn,0.67501426,1,churn,-0.0073753344709393,-0.0979558540044945,-0.0656787207476099,-0.0353951560806945,-0.0389051512198511,0.0826582941961578,-0.0400024011795267,0.0162948393451551,Female,37,No,Yes,Employed,Suburban,Bachelor,1673503200
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,69cf60b7-ac0a-4522-9763-fe17f9e593fc,no_churn,0.034373436,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,37,No,Yes,Employed,Suburban,Master,1673503200
44,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,3dbd3ca1-6473-457e-8263-328d6e92d1f8,no_churn,0.19640233,0,no_churn,-0.147455259317185,-0.0064363022448378,-0.0511944854222201,0.0688682762521057,-0.0159302792899325,0.0106192829902465,-0.0029592766753376,0.0254618911623947,Female,62,No,No,Employed,Suburban,Bachelor,1673503200
2,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,3a3a7343-6846-43e3-8bc9-94cb962603c5,no_churn,0.60243183,1,churn,0.206350607529021,0.078453029015609,0.0074580326403611,-0.0115429856284345,-0.0124097515172888,0.15106341446065,-0.0151568006948491,-0.0096781943498081,Male,54,No,Yes,Unemployed,Rural,High School or Below,1673503200
65,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Active,41ceea3b-c883-48a0-8c4f-fe304a4bc619,no_churn,0.029972484,1,churn,-0.0942672689191386,-0.0120464272899334,-0.0586157286685011,-0.0191189168532582,-0.0902443966065584,0.0160944664155795,0.0275000467603604,0.0316720732408794,Female,75,No,No,Unemployed,Urban,High School or Below,1673503200
5,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,abaf5323-635a-489c-9087-c0529adf0ab3,no_churn,0.034376554,0,no_churn,0.054378939260714,-0.009407522810452,-0.050743293511332,-0.10667798669574,-0.0602769082896793,0.0278641400524338,-0.0056264122808534,-0.0190304192527401,Female,79,No,No,Unemployed,Suburban,College,1673503200
20,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,55a52f64-611a-4c28-bdfa-eb0790eb02a1,no_churn,0.42144087,1,churn,-0.176357723055712,0.005982986777717,-0.0137749304911722,-0.0574359858940624,-0.007003536564498,0.0539856852005232,-0.0372395360371319,-0.0271831120957085,Female,64,No,No,Unemployed,Rural,Master,1673503200
62,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,d2c17366-11f3-4a2f-982d-a1af805a9415,no_churn,0.009164239,0,no_churn,-0.122543463185193,0.089242861659568,0.0363958129744151,-0.0758666280629586,-0.003956099484676,0.0806362249704579,0.0387221719252465,-0.0316570320183927,Male,20,No,Yes,Employed,Suburban,College,1673503200
36,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,2caec052-0ebc-4301-b549-759a6bb58546,no_churn,0.6398956,1,churn,-0.078038724941839,-0.0035514044055526,0.0532370288166021,0.111030745412027,0.004453135142221,0.0895253435857102,0.0184743334709674,0.0458433942137344,Male,76,Yes,Yes,Employed,Suburban,Bachelor,1673503200
45,Yes,Yes,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,9ef6bc6d-2161-439a-ae8c-d2ec233d7c2f,no_churn,0.0090622969999999,0,no_churn,-0.131935098126132,-0.0013631032080411,0.0432454356898597,0.0054913409459186,0.085153996473,0.0608488716860392,-0.0120894514416795,0.0023361436176855,Female,38,No,No,Employed,Suburban,College,1673503200
15,Yes,No,High Speed,Expired,One year,0hrs,Disabled,e2f26ea4-3868-447c-892b-702077163f56,no_churn,0.034975212,0,no_churn,0.0039125899082682,-0.0053468589413751,-0.0372946008696453,-0.0611485846829236,-0.0034555729500061,-0.110039534767675,-0.0239594884353209,-0.0316941015432166,Female,42,No,Yes,Unemployed,Suburban,College,1673503200
3,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,485b7ba3-74e0-4f19-bfe2-fdb77ea65e96,no_churn,0.22264187,1,churn,0.124996259288109,-0.0075428272748467,-0.0464831362096811,-0.0297007060696523,-0.0336230647069623,0.0826408192596773,0.045263006573914,-0.0437363111823106,Female,71,No,Yes,Employed,Suburban,College,1673503200
57,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,a0844cd6-973b-48b8-9952-518c198f4cbb,no_churn,0.039109908,0,no_churn,-0.0893639546426857,-0.0120731858731232,-0.0256137392351411,-0.0736810707509266,-0.0717538912244708,0.0294856880685438,0.0194694184610307,-0.0254954174741305,Male,79,No,Yes,Employed,Suburban,College,1673503200
72,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,ecc1d708-44a8-4704-92a1-28802fa42253,no_churn,0.012502061,0,no_churn,-0.08026169444272,-0.0067416882432735,0.0422210199508617,-0.0734727626356061,-0.0116532567371223,0.0758020653696712,0.0631884374414085,0.0652250619209371,Male,78,No,Yes,Unemployed,Suburban,High School or Below,1673503200
56,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,8a8bd0b0-6618-4a68-ba8e-af221f30c3e6,no_churn,0.010555344,0,no_churn,-0.0376731598526203,-0.0155373618390876,0.0324052872602624,0.0085737633356438,-0.0860623644218321,0.0591847479873649,0.0619819225071751,-0.0468989871449775,Female,52,No,No,Employed,Rural,Bachelor,1673503200
23,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,63aabe49-0d4c-431f-91cf-b8e8fa7910ea,churn,0.5034542,0,no_churn,-0.0343338912030276,-0.002515880005958,0.111929494106771,0.113801255418748,0.0803658534970145,0.0748255753811008,0.0192466234427774,0.0576548202676713,Male,72,No,Yes,Unemployed,Rural,Bachelor,1673503200
59,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,e1fb5d65-3b7c-463b-a037-028206c26a7f,no_churn,0.21472886,0,no_churn,-0.0791921245359208,-0.0049552328050776,0.019692518093334,-0.0539415722778812,-0.0455552559182888,-0.109972099149127,0.0218855799250741,0.0430120346991043,Male,76,No,No,Unemployed,Suburban,College,1673503200
72,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<80hrs,Active,a9c9f28c-5b08-46c8-b923-4855757315b7,no_churn,0.076044954,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,67,Yes,No,Employed,Rural,High School or Below,1673503200
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Active,a3bf848e-1534-4b7a-ac2a-7b50a97502c6,no_churn,0.4733485,1,churn,0.026527940913711,-0.0136582411151175,-0.0245949269878838,-0.094159296305288,-0.0734252554792328,0.0519458352781475,-0.0363944480733516,0.0347322413830897,Female,75,No,Yes,Employed,Suburban,College,1673503200
47,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,e8ba0b71-207e-4d8e-9c97-a93672dc3d83,no_churn,0.018514104,0,no_churn,-0.109303302278222,-0.0043388460086862,0.0331543794481422,-0.0662487435061484,-0.0350628181320644,0.0596282979058469,-0.0155289743421963,0.0386738555244301,Female,77,Yes,Yes,Unemployed,Suburban,College,1673503200
3,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,99a589e5-227f-4ae2-b1b8-39617010fd86,no_churn,0.47375906,0,no_churn,0.10634822720328,-0.0064575589401101,-0.0675223508952513,0.102050112260549,-0.0310476827866023,0.0691274907199567,-0.0139313463727921,0.0055328519085014,Male,53,Yes,No,Unemployed,Suburban,Bachelor,1673503200
69,Yes,No,High Speed,Expired,Two year,0hrs,Disabled,282c8833-7aec-4fbe-ba47-7efa1d727d98,no_churn,0.008628122,0,no_churn,-0.0641658738203386,-0.0050009605098421,-0.0218904289713054,-0.0336939235990485,-0.0077252722030971,-0.105483856616975,-0.0116130462046112,-0.0194527903866492,Female,25,Yes,Yes,Employed,Suburban,High School or Below,1673503200
1,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,4cc77973-511f-4190-a4a9-a0618bb82a72,no_churn,0.6817207,0,no_churn,0.120027160711888,-0.0099694001411444,-0.0665872696250335,0.0508935099515838,-0.0885972121274153,0.066058342426586,-0.0166505489060728,-0.0115706219893399,Female,56,Yes,No,Employed,Rural,College,1673503200
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,100hrs+,Active,ef4f78e9-950d-46e6-b914-a6e208a44d03,no_churn,0.59587,1,churn,0.0739809001272078,-0.0065462340905287,-0.0369972571093967,-0.0518906091660756,0.071678873703513,0.104230803614573,0.0318017795142986,0.0357155957359282,Female,56,No,Yes,Unemployed,Suburban,Bachelor,1673503200
6,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,5a0393c3-068a-4510-80f6-a20df9fa3a99,no_churn,0.1037973,0,no_churn,0.0674010699436348,-0.0033982205392021,-0.0055909919869918,-0.100971030033056,-0.035976536249218,0.0495608404584209,-0.0157836889960981,-0.0070308821692378,Male,32,No,No,Employed,Urban,College,1673503200
32,Yes,Yes,Fiber optic,Phone_Support,Month-to-month,<50hrs,Active,918eb83c-1433-4c58-8512-df342d2e809a,no_churn,0.3296341,1,churn,-0.098415300843626,-0.0022730150063216,0.0744117649368399,0.0002217606310478,-0.0259377018599479,0.0850863295620001,-0.0321380855714869,0.0177681004896112,Male,79,No,No,Medical Leave,Suburban,College,1673503200
31,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,5443e5e5-38e2-439d-bfb9-d48e9c9076d9,no_churn,0.15179804,0,no_churn,0.125460474799324,0.0914497090889381,0.0514669126315584,0.082011110540252,0.116193046443732,0.174280598918135,0.0168130925292098,0.0132989149492004,Male,47,No,No,Disabled,Urban,College,1673503200
63,Yes,Yes,High Speed,Expired,One year,<80hrs,Active,f5143ae7-57d9-425b-aec5-51a2d9c1d285,no_churn,0.078103825,0,no_churn,-0.0518825550577821,-0.0026047050117085,0.038101629626899,-0.0449718345599922,-0.0189777498883177,-0.0126703487013219,0.064792525579478,0.0491868880739184,Female,75,Yes,No,Employed,Rural,Bachelor,1673503200
72,Yes,Yes,High Speed,Phone_Support,Month-to-month,<80hrs,Active,84bd823f-3ba3-41a6-932f-ab81ebb5c18c,no_churn,0.011313354,0,no_churn,-0.181784920151092,-0.0039500825826917,0.0092456840090676,0.0485336249554484,0.0837283623783059,0.0844623025409418,-0.0126626932527369,0.0581634790614452,Female,29,No,Yes,Employed,Suburban,High School or Below,1673503200
68,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Active,275d3b05-b9f7-4a17-8fac-a776ab31dc18,no_churn,0.01402738,0,no_churn,-0.17185518135163,0.0056098760640452,0.001797855397076,-0.0168294741511408,-0.129064874928476,0.0566187930113119,-0.0005751460870305,0.0252720014111582,Female,49,No,No,Employed,Suburban,High School or Below,1673503200
42,Yes,Yes,High Speed,Web_Chat_Support,One year,100hrs+,Active,d100ac93-9c66-42b9-b5a5-c0a74c2fc5c1,no_churn,0.3840441,0,no_churn,-0.0498386307922009,-0.00016057632527,0.0592606503689785,0.0522110535932552,0.0993403986707198,0.0200099656101701,0.126450273090286,0.0837007211124546,Female,51,Yes,Yes,Unemployed,Suburban,College,1673503200
16,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,6c5ce19c-410d-4dbc-9774-0f02c0d00edc,no_churn,0.20555744,0,no_churn,0.0530026585762789,-0.0023298264361073,-0.0268924113622051,-0.114496992747436,-0.0495687199627718,0.0797922209681564,0.0507773484653989,-0.030893759690025,Male,45,No,Yes,Employed,Suburban,College,1673503200
2,Yes,No,Low Speed,Expired,One year,<80hrs,Disabled,ecb56d1e-2ba7-429a-a0db-9a34fea21048,no_churn,0.1150455,1,churn,0.135864250450122,-0.007089984985032,-0.0034381176456918,-0.081903711242212,0.0288459351125675,-0.0633624926381981,0.0155813358171508,-0.0283319722387204,Female,75,No,Yes,Disabled,Urban,High School or Below,1673503200
6,No,No phone service,High Speed,Expired,Two year,100hrs+,Active,990fb29a-17eb-4c84-99a3-63bb89fe4662,no_churn,0.01743809,0,no_churn,-0.0093781916285433,-0.0151593417593539,-0.0231514542223158,-0.0440480767562439,-0.0297424109006078,-0.179760506630851,0.0119942404845733,0.0202195900514016,Male,32,No,Yes,Unemployed,Suburban,Bachelor,1673503200
62,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,5311cb5d-5ee3-45f7-8654-7a15abe5d1e1,no_churn,0.0036147817,0,no_churn,-0.141940953605917,-0.0165875696188231,0.0023413069917478,-0.0230850935787202,-0.0537707065347422,0.0375256007125608,0.0184433268265365,-0.0169520640292103,Female,31,Yes,Yes,Unemployed,Suburban,Bachelor,1673503200
28,Yes,No,Fiber optic,Expired,Month-to-month,<50hrs,Active,2ae7195e-77a6-487f-a2cb-e6ada179e6fc,no_churn,0.48777607,0,no_churn,-0.109913621807045,-0.0076464799985114,-0.135070130117729,0.0298455544537137,-0.0254450672758321,0.0195196830945678,0.0448460432914726,0.0248378668665463,Male,69,No,No,Employed,Suburban,High School or Below,1673503200
2,Yes,No,Medium Speed,In_Store_Support,Month-to-month,100hrs+,Active,33fb827c-a2e7-4533-ad62-41168c07383e,no_churn,0.47021747,1,churn,0.162497623858908,-0.0117147890030173,-0.0613047004447435,-0.149699251482834,-0.120470648540013,0.0824429920879083,0.0090344702953734,0.0568548175874821,Male,29,No,No,Employed,Suburban,Bachelor,1673503200
6,Yes,Yes,Medium Speed,In_Store_Support,Month-to-month,<80hrs,Disabled,a5ad5ee6-758f-4432-b9b8-5aaf2a9d4b71,no_churn,0.38698643,0,no_churn,0.104942766512627,-0.0046065637268657,0.0283410042625382,-0.0062077176111097,0.010638924681516,0.104366124839225,0.0919945825130889,-0.0550270163228196,Female,40,Yes,No,Employed,Suburban,Bachelor,1673503200
39,No,No phone service,High Speed,Phone_Support,Month-to-month,100hrs+,Disabled,0a5acdba-6fc2-4072-8ee1-2e94cc1f8494,no_churn,0.045156825,0,no_churn,0.0436251537489533,0.1448536664525,0.063924123426691,0.0058517119423686,0.0239950302798388,0.117064161408994,-0.0284178321632907,0.0165064073904068,Female,51,Yes,No,Unemployed,Urban,High School or Below,1673503200
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,61d08275-2ed7-4492-982b-4d07e94c7149,churn,0.4733485,1,churn,0.0695123709619929,-0.0027483264655165,-0.0768965450753103,0.0150031026797341,0.117922365799441,0.108416601871577,-0.0085695371844849,0.0337306438950781,Male,20,No,No,Employed,Suburban,College,1673503200
68,Yes,Yes,Fiber optic,In_Store_Support,Month-to-month,100hrs+,Active,f7ee95ba-061f-4ce0-acf3-006d596f888f,no_churn,0.07116745,0,no_churn,-0.0791174588075136,-0.0029556199648141,0.0389921960000356,0.0367701081412815,-0.128928997872563,0.0247297343338596,0.0456386249975912,0.0520119299029647,Female,47,No,Yes,Employed,Suburban,High School or Below,1673503200
50,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Active,298aee49-6ef4-4194-8da7-351f5f747951,churn,0.31893235,0,no_churn,-0.201919251658965,-0.0016345376520621,-0.0047965479555205,0.0210249791818023,0.0034667807882942,-0.0912943542240464,0.0151577036720118,0.030969076762085,Male,75,No,No,Employed,Urban,Bachelor,1673503200
8,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,c8dfc30d-8dff-4c27-bd72-874293370b09,no_churn,0.54082525,1,churn,0.0938187858096171,0.1142478946135,0.0555316226255899,-0.0064889032258042,0.0145604726886585,0.135165640485066,0.0146664293870799,-0.0155280890597077,Male,76,No,Yes,Unemployed,Suburban,Doctor,1673503200
23,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,1b6e7f18-8890-409e-a2ec-9507a76ebeee,no_churn,0.4245001,0,no_churn,-0.0616574895852909,0.134298872861937,0.0651414526517601,-0.0061012810875627,0.0577332648416813,0.123393347226083,0.111328760305587,0.0568369309627996,Male,41,Yes,No,Employed,Rural,College,1673503200
46,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,6a991a1b-5e7b-459c-a4bf-debdfc96cd25,no_churn,0.4641902,0,no_churn,-0.153138617179729,-0.0034752442458011,-0.0125569800078665,-0.0509181789791546,0.0092512464581523,0.0554958878417164,0.0259644406561346,0.0503512939823485,Female,54,Yes,No,Employed,Suburban,Bachelor,1673503200
17,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,4bfeb299-4f45-43a7-9a9a-1fabc363882b,no_churn,0.038392477,0,no_churn,0.0457803265804977,-0.0083474802665296,-0.0264886424187443,-0.130950312977639,-0.0584110605831665,0.0613959094263191,0.0244706188837881,-0.0339755091452207,Male,44,No,Yes,Unemployed,Suburban,Doctor,1673503200
12,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,5f90239a-2b94-4fbc-939c-a7c8f32c215a,no_churn,0.6840025,0,no_churn,0.0974471740925128,-0.0067833613134462,0.0022728243762685,0.141536679807959,0.0813170594453822,0.100243217233547,-0.0348042324552079,0.0133556004322781,Male,38,No,Yes,Employed,Rural,Master,1673503200
18,Yes,No,Low Speed,Phone_Support,Two year,0hrs,Disabled,f4d8d009-4e18-46bc-8ab3-5654c3c876e6,no_churn,0.013119918,0,no_churn,-0.0352737048930248,-0.0064267150605883,-0.0230161682502876,-0.016946982956706,0.0019554812416572,-0.103927155628699,-0.0371185752070414,-0.048272331950684,Female,51,Yes,Yes,Employed,Suburban,College,1673503200
64,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,0333502e-842d-40b3-8463-b57422f518d4,no_churn,0.01776024,0,no_churn,-0.118404110173396,-0.0108408525101185,-0.0169842375428379,-0.0516873623277842,-0.0652033538655632,0.0298945059244397,0.0021933710723169,-0.0179941126693393,Male,57,No,Yes,Employed,Suburban,College,1673503200
59,Yes,Yes,Low Speed,Web_Chat_Support,One year,100hrs+,Active,b8dec72a-ecd9-400e-a6e0-7a7db57a4e04,no_churn,0.21829438,1,churn,-0.0750350753756538,-0.0011593611094212,0.0379640012046365,-0.0293491630239441,0.0536080471464447,-0.0692300550501931,0.0295883628858428,0.0729204256517186,Female,20,No,No,Employed,Rural,Bachelor,1673503200
10,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,86c1f408-89e2-40ac-86b2-f26b12d70128,no_churn,0.12538879,0,no_churn,-0.0077149376199849,-0.0126379934545184,-0.024300636981743,-0.0947429782394101,-0.0013274076622838,0.051339507310904,-0.0221976270382583,-0.0336242844809385,Female,80,No,No,Unemployed,Suburban,Bachelor,1673503200
67,Yes,Yes,High Speed,Expired,Two year,100hrs+,Disabled,ea2d4efd-8893-4d53-9e1f-03cc61763748,no_churn,0.014644376,0,no_churn,-0.0521356937235759,-0.0034981809095188,0.0107682865940842,-0.0534359772687457,-0.0054827429300348,-0.116793694524549,0.0380319162470914,-0.0252300657695013,Male,65,No,No,Retired,Rural,Bachelor,1673503200
8,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,2032b5b5-89e6-4b14-a6b7-c9b8732072be,no_churn,0.3454867,0,no_churn,0.0219726062954032,-0.0164860180428149,-0.0652531626432482,-0.0783651821542844,-0.0674927188856054,0.0347148220566396,0.0163986494872369,-0.0182737633451142,Male,63,No,No,Employed,Rural,Master,1673503200
15,Yes,No,High Speed,Web_Chat_Support,One year,<80hrs,Disabled,344d54bb-0e48-4802-88b6-9e87812a578a,no_churn,0.034975212,0,no_churn,0.0153530693942775,-0.0055835833318815,-0.0439778898391705,-0.0112390120069812,0.0285532298735961,-0.17991690031577,0.0224781939473996,-0.0251932585445956,Female,66,No,No,Employed,Suburban,Bachelor,1673503200
16,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,37865f6f-85b1-4dc4-911c-4696060b3993,no_churn,0.20555744,0,no_churn,0.0530026585762789,-0.0023298264361073,-0.0268924113622051,-0.114496992747436,-0.0495687199627718,0.0797922209681564,0.0507773484653989,-0.030893759690025,Female,48,Yes,Yes,Disabled,Urban,Bachelor,1673503200
46,Yes,No,Fiber optic,In_Store_Support,One year,100hrs+,Active,5f76e0b2-ead8-4489-8c0a-f54729c306d1,no_churn,0.23789787,1,churn,-0.176782829786262,-0.0039714679548706,-0.0181688298181688,0.0215218111032845,-0.0705414543958068,-0.0622975961267729,0.0040028076743328,0.0372114072597833,Male,29,No,No,Unemployed,Suburban,College,1673503200
17,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,01b78f80-9aba-487d-8fcf-ca0bb111a31a,no_churn,0.57166964,1,churn,0.123856062082941,-0.0018477949427324,-0.0478142203778224,0.126845815955458,0.0628455631326505,0.0952333559620638,-0.0087092657100038,0.0002613061342708,Female,48,No,Yes,Employed,Suburban,Bachelor,1673503200
63,Yes,Yes,High Speed,In_Store_Support,One year,<80hrs,Active,3924cb7f-54d8-4c53-9cd0-f987a66552ed,no_churn,0.078103825,0,no_churn,-0.121656601267659,-0.0048639926888427,-0.0007846362083728,-0.0266777458347223,-0.0963299774065672,-0.0611135628948159,0.0310327500749963,0.0313676130140584,Male,20,No,No,Unemployed,Rural,College,1673503200
15,Yes,No,High Speed,Web_Chat_Support,Month-to-month,0hrs,Disabled,6b2fcbc2-8d11-40f9-9150-fa4f520c2508,no_churn,0.034975212,0,no_churn,0.181642905752315,-0.0007547746510317,-0.0539579399854756,0.0260495913652812,0.115958961808619,0.125031802681633,-0.0215614375268978,-0.0190423941138396,Female,66,No,Yes,Unemployed,Urban,High School or Below,1673503200
46,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Active,a7274877-6885-4c9a-8bad-45144cbb03e5,no_churn,0.4641902,0,no_churn,-0.162629721800322,-0.0054991025022172,-0.0304221439720458,0.0644425889353806,0.0041706007519496,0.0050496496038977,-0.0154297164027411,0.0212916925865101,Male,66,No,No,Employed,Suburban,College,1673503200
16,Yes,No,High Speed,Expired,Two year,100hrs+,Disabled,7f690c99-c5bc-4f51-8baa-4dea323e2707,no_churn,0.015351475,0,no_churn,0.0281856030820927,-0.0026930746366269,-0.0206351980448107,-0.0425933216081284,-0.0070076334780242,-0.213403935855695,0.0131558203709482,-0.0140344107246801,Male,35,No,Yes,Employed,Suburban,College,1673503200
17,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,0hrs,Disabled,4609e67b-2947-4fe1-88bb-980f5a34fb40,no_churn,0.5754375,1,churn,0.172153062740708,-0.0027714603571257,-0.0054607370277335,0.121507998810257,0.044120927007807,0.138029528532379,-0.0041700262692756,0.0152175712419557,Male,60,No,No,Unemployed,Rural,College,1673503200
2,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,8df2ff70-69d9-4146-9f75-33e674b24b8f,churn,0.1150455,1,churn,0.162580427318917,-0.0156204957234513,-0.0616718589915763,-0.0753858514878174,-0.041312670354473,0.0711336872139872,-0.0382770103953225,-0.0104102290346872,Female,50,No,No,Unemployed,Suburban,Bachelor,1673503200
65,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Active,e1424b85-f619-4c14-8d32-9adc7491e017,no_churn,0.44139734,1,churn,-0.0161751409202042,-0.0047043360198586,0.0620745945123417,-0.021361570772533,-0.0045184817748395,0.0799103445104719,0.0707706642096309,0.0749777766485567,Male,60,No,Yes,Employed,Suburban,Bachelor,1673503200
68,No,No phone service,High Speed,Expired,Two year,<80hrs,Disabled,a0b54747-a48c-40f0-b549-09ad2c7dfa2e,no_churn,0.010468489,0,no_churn,-0.076725982059163,0.0270065166265067,0.0070515252239692,-0.0191170243653596,0.0036180994161804,-0.210574241306035,0.0119322697645156,-0.0122173168456902,Female,65,No,Yes,Unemployed,Suburban,Bachelor,1673503200
12,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,e61c4d3e-c73f-473d-9e66-ff5223735485,no_churn,0.6840025,0,no_churn,0.0525033615020583,-0.0019534712610766,0.0777729512317364,0.0412847967943798,0.0381662957391836,0.103606448738624,0.0470376703218244,-0.0258543311153243,Male,25,No,No,Unemployed,Suburban,Bachelor,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,100hrs+,Disabled,4bfb5892-fca5-43c1-88d8-d1101ff3a871,no_churn,0.18611136,0,no_churn,0.20585042564283,-0.0126209325293166,-0.0869670664353361,-0.0472254700145822,-0.02989741366413,0.0827303456947993,0.0456271565737461,-0.0305511978795857,Female,35,No,Yes,Employed,Rural,High School or Below,1673503200
13,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,4e7a1f0d-b131-47e6-b657-77decb9da8ec,no_churn,0.7068473,1,churn,0.0888902036110084,-0.0119351572880805,0.0777322264599115,0.005735337546821,-0.0286629106738746,0.0785533186676821,0.0944512546128862,0.0862095778304319,Male,64,No,Yes,Employed,Suburban,Master,1673503200
56,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,292e254f-c888-4ea8-ac08-8e521828e904,no_churn,0.008938703,0,no_churn,-0.071059628148223,-0.017092407533928,-0.0550519124948914,-0.0500972264804841,-0.0923649435110201,0.03310816143181,0.0274879575052909,-0.0239561521444557,Male,31,No,No,Unemployed,Suburban,Bachelor,1673503200
71,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,ad448166-40b5-48ad-a03b-ebdc7649e762,no_churn,0.0023285989,0,no_churn,-0.122980337712979,-0.0162844402226437,-0.0278809985255611,-0.0448055877759361,-0.0544366606880794,0.0336251287663253,0.0150909293258337,-0.0213541853582137,Male,28,Yes,Yes,Employed,Suburban,Bachelor,1673503200
62,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,4ed76443-f24a-418b-bd24-9b4f7d71ecc2,no_churn,0.0036147817,0,no_churn,-0.0829479617623837,-0.0048446544773469,0.0039146802759387,-0.0618540034928264,-0.0090113338046285,-0.112894806872264,0.0085051300073246,-0.0098932026407783,Female,29,No,No,Employed,Rural,High School or Below,1673503200
8,Yes,No,Low Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,2602497d-9957-401a-8714-55a280ed0793,no_churn,0.6410777,1,churn,-0.0459332569694743,-0.0057210419442162,-0.110032725947026,-0.132559248980474,0.0308554732191805,0.057732930155139,-0.0943470801498779,0.0609787951122416,Male,65,No,No,Retired,Suburban,High School or Below,1673503200
71,Yes,Yes,Fiber optic,Expired,One year,100hrs+,Disabled,ed55fa5a-bdea-4677-9f8c-b1bdbc5f4c96,no_churn,0.009715333,0,no_churn,-0.129390162598866,-0.0024687984480442,0.0272567436807503,0.0666784061496309,0.0468573369428622,-0.0718687071011254,0.0785161730651634,-0.0546071424768706,Female,27,No,No,Employed,Suburban,College,1673503200
18,Yes,No,Low Speed,Expired,Two year,100hrs+,Disabled,dd6f95b9-85ac-429f-a981-c91316be65da,no_churn,0.013119918,0,no_churn,-0.0292004620591842,-0.0049105290526495,-0.0298012122484033,-0.0346796956495245,-0.028190583890846,-0.112712000632373,0.0263799949211443,-0.0259116622106148,Male,48,No,Yes,Employed,Suburban,Bachelor,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,5aa48400-549c-41e7-80de-c4eea7f918de,no_churn,0.19062278,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Male,21,Yes,Yes,Employed,Suburban,High School or Below,1673503200
7,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Disabled,f78201ab-475f-439e-bfac-c9a4d6a1e052,churn,0.5108418,1,churn,0.170392655184141,-0.0010668479285232,-0.0393373246228839,0.0725068279808329,0.0627293786719019,0.12810956535076,0.0855104036224793,-0.0372696025415871,Female,69,No,No,Disabled,Suburban,Doctor,1673503200
46,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Active,fe3608c9-d31a-486f-bfac-d202d4791bb3,no_churn,0.4641902,0,no_churn,-0.121028234106489,-0.0022277016559382,-0.032414971614553,0.13381187942201,0.0683489116390865,0.0525715052020495,0.115807000023297,0.0561054629238697,Female,30,No,No,Medical Leave,Suburban,High School or Below,1673503200
52,Yes,Yes,Medium Speed,Expired,Two year,100hrs+,Disabled,82a032a2-81b9-46e3-b199-1d298410ecdc,no_churn,0.009144599,0,no_churn,-0.0742825570874993,-0.0040058937762114,0.0049148609849726,-0.070856592998216,-0.0151944878692665,-0.11029709777169,0.0186154159833131,-0.0179197996657421,Female,41,No,No,Unemployed,Suburban,College,1673503200
31,No,No phone service,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,679a394c-e2a8-4ba7-9ef4-b4b0f1bff722,no_churn,0.15179804,0,no_churn,-0.148264552346072,0.0465773940701137,-0.0089795136122393,-0.0479712271304424,-0.0570082593871029,0.0684024835796935,-0.005632380646748,-0.0136500972521935,Female,40,No,Yes,Employed,Suburban,College,1673503200
33,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Disabled,2e01c239-bdbf-41c9-ae95-2a2aa3cc88f8,churn,0.036569256,0,no_churn,-0.0839179600770739,-0.0043326226946373,0.0221938629130454,-0.0477029040847946,-0.0836884214851488,0.0427234303334444,0.029186077225886,-0.0334876147556269,Female,27,No,Yes,Employed,Suburban,College,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,63ad269d-0754-464c-a911-183be8b306bf,no_churn,0.30501375,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Male,34,No,No,Employed,Suburban,College,1673503200
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,dc847ddc-7c4b-4a0b-adbd-cca9da40e0a1,no_churn,0.028360784,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,22,No,Yes,Employed,Urban,Doctor,1673503200
67,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,747b96f7-a809-4e18-bc01-17c57ec18c3b,no_churn,0.014644376,0,no_churn,-0.0717622137387843,-0.0043289997053216,0.0076386890357935,-0.0310585321716644,-0.0274410569396604,-0.134998360409991,0.0092514596930595,-0.0163271397524476,Female,52,No,Yes,Unemployed,Urban,Master,1673503200
72,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,f68d96c4-de37-4de6-8d37-7aa7a29c51db,no_churn,0.034373436,0,no_churn,-0.27260114347798,-0.0038158676690864,0.024865328808853,-0.011984431400433,0.0155114992519202,0.0367597675567185,-0.0637714953383374,0.0526768556019033,Male,57,No,No,Employed,Suburban,College,1673503200
11,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,e9e34f5c-0f9a-4def-88ff-ee8afcf3b7d8,no_churn,0.14769161,0,no_churn,0.0425042691249473,-0.004821685155548,-0.0120148416843221,-0.0092454992101011,-0.110450305181585,0.0618725370012816,-0.0081891885832101,-0.0019190943439571,Female,62,No,No,Employed,Suburban,High School or Below,1673503200
47,Yes,Yes,High Speed,In_Store_Support,Two year,<80hrs,Active,66c0fc47-dcc8-488f-b427-bc50e587e734,no_churn,0.018514104,0,no_churn,-0.0524521827647549,-0.0030207210189291,0.0065045567623019,-0.0303750615324042,-0.0514237520885399,-0.198931347043244,0.0326720970306223,0.0280002570877286,Male,69,No,Yes,Employed,Suburban,Bachelor,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,4f99b0d6-a1bd-41ed-b440-33b9cc1a9f52,no_churn,0.001981075,0,no_churn,-0.134818848356734,-0.0171489356840459,0.0008296970492426,-0.0334404473286383,-0.0315077949427575,0.0394696595659434,-0.0148053040062711,-0.0359375114640056,Male,70,No,No,Retired,Suburban,College,1673503200
43,No,No phone service,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,af5e6b1d-f3b6-439d-a602-c58acf04565d,no_churn,0.30589876,1,churn,0.01885747225665,0.059149114276206,0.0289275680085847,0.0010659128014867,0.0428415504494023,0.113253795257415,0.0366711385171493,0.0702073048228703,Male,39,Yes,Yes,Employed,Suburban,College,1673503200
62,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,ec92e7b0-35fc-47d1-aaf3-a79c4bd09ff8,no_churn,0.18150505,0,no_churn,-0.182735896029521,-0.0075454448124946,0.0492511389112223,0.0520911961121601,0.0583252389876088,0.0314130342612861,0.0442322789637364,0.0359423031516053,Female,33,No,No,Employed,Rural,College,1673503200
18,Yes,No,High Speed,Expired,Month-to-month,0hrs,Disabled,8855ad3d-1276-4561-88b6-79a3c64a864f,no_churn,0.17813064,0,no_churn,-0.0919058316719201,-0.0170605024732503,-0.0512933856400559,-0.0463740487758696,-0.0325562369476028,0.030050062144428,-0.0281411162007589,-0.0250784248926447,Female,63,Yes,No,Employed,Rural,High School or Below,1673503200
4,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,cfcc4da4-27a5-4e73-b60d-8dbbc5729c48,no_churn,0.67501426,1,churn,-0.0073753344709393,-0.0979558540044945,-0.0656787207476099,-0.0353951560806945,-0.0389051512198511,0.0826582941961578,-0.0400024011795267,0.0162948393451551,Female,65,No,Yes,Employed,Urban,Master,1673503200
61,Yes,Yes,Low Speed,In_Store_Support,Month-to-month,100hrs+,Active,5c324834-97ea-48cc-aa6a-fe1d6743ca6f,no_churn,0.33892488,0,no_churn,-0.106951465944512,-0.0017806518168436,0.0679729632917769,0.105889690618442,-0.0578482737392732,0.0945726767302039,0.0821099738636439,0.0670089395379545,Female,45,No,No,Unemployed,Rural,College,1673503200
40,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Disabled,1534436f-94ff-481d-afa3-3ba50ed6ee85,no_churn,0.30449474,1,churn,-0.13764388607171,-0.0086318207313297,-0.0515418620614582,0.0177729952197478,-0.01604069948296,0.059302292697921,0.0142383135383579,-0.0113425921085899,Female,64,No,No,Medical Leave,Suburban,High School or Below,1673503200
11,Yes,No,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,d24c1202-6ee6-4f02-9e73-bf2db7dd914c,no_churn,0.14769161,0,no_churn,0.0425042691249473,-0.004821685155548,-0.0120148416843221,-0.0092454992101011,-0.110450305181585,0.0618725370012816,-0.0081891885832101,-0.0019190943439571,Male,39,Yes,Yes,Employed,Suburban,Bachelor,1673503200
4,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,cd8e4168-d278-4f20-9d1d-57f1075a17df,no_churn,0.1685849,0,no_churn,0.11292066898046,-0.0080276675457207,-0.0595685231639981,-0.0874064845949578,-0.0289453837513065,0.0649513829220268,-0.0304502012273042,-0.01789712628909,Male,74,No,No,Unemployed,Suburban,High School or Below,1673503200
7,No,No phone service,High Speed,Expired,Month-to-month,0hrs,Disabled,51ebc967-ca56-48c2-961a-0a08c66f68b1,no_churn,0.012767095,0,no_churn,-0.128692442166739,-0.0041721044818041,-0.0096443498303869,-0.113927744438706,-0.0025871594340605,0.0656348395673921,-0.040730149285182,-0.0349070415631467,Female,69,No,No,Employed,Suburban,Bachelor,1673503200
54,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Disabled,712a06d7-3d19-4b63-9812-9c0af0084617,no_churn,0.0176545569999999,0,no_churn,-0.110410775602013,-0.0146375962639285,0.0327302958338441,-0.0334762432905154,-0.068129017737865,0.0280050781145473,0.0316154997518788,-0.0263900578419088,Female,42,No,No,Employed,Suburban,Master,1673503200
17,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,3355b1b2-4ce9-4d4d-b1d4-5742b02ee763,churn,0.5754375,1,churn,0.0639123521694182,-0.0053357171063544,-0.0113019326330322,0.0979851564933415,0.0013011833065502,0.0901797578798414,-0.0252976104361732,0.0108942990147625,Female,28,No,Yes,Employed,Urban,Master,1673503200
3,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,bfd736c6-082f-49c8-80b7-93ce1d013e16,no_churn,0.6817478,1,churn,0.18090925681247,-0.0053515726331716,0.0573248453631004,0.155151782554221,-0.0272262777412743,0.114084844045428,-0.0082270530196183,0.0067246929013708,Female,69,Yes,No,Employed,Rural,College,1673503200
9,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,315edeb1-321c-4f2b-91a6-0c51d9088dd3,no_churn,0.7285512,0,no_churn,0.0931419392919724,-0.0042524476381368,0.0093168234424956,0.134765877088084,0.0673825444167687,0.102633219834661,-0.0275712879004822,0.0166682923426105,Female,49,No,No,Employed,Rural,Bachelor,1673503200
33,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Disabled,c0385a4e-6725-44e5-af5d-5c98e5bffcb8,churn,0.03473556,0,no_churn,-0.193754259525404,0.0488865078362232,0.0070537711930501,-0.0305637763404865,-0.0259297502524714,0.0621211761407539,0.0100492169163271,-0.0168890370143799,Female,71,No,Yes,Employed,Suburban,High School or Below,1673503200
25,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,b2dcb7df-20cc-4d60-852a-40926cffd52c,no_churn,0.3928699,1,churn,-0.117759892887698,-0.0078530255003352,-0.0967319457402118,0.0967543519534592,-0.0228946386033931,0.0484551231662771,-0.0024541534487525,-0.003994348072174,Female,73,No,Yes,Unemployed,Suburban,High School or Below,1673503200
10,Yes,No,Fiber optic,Phone_Support,Month-to-month,<80hrs,Disabled,60859165-d474-4c44-8ded-d9e61e7010bf,no_churn,0.6369366,0,no_churn,0.168829957276444,-0.0041559890120151,-0.022819009879945,0.168520951117052,0.0557700498333906,0.135745412800488,0.0800402505170086,-0.040260222585839,Female,45,Yes,No,Employed,Urban,Bachelor,1673503200
29,No,No phone service,Low Speed,Expired,Month-to-month,<80hrs,Disabled,abd08926-2b6a-4fe3-9b79-6ab5832e88a9,no_churn,0.1790615,0,no_churn,-0.114061907025516,0.0642411302366872,0.0296336108100058,-0.0420162992605219,-0.0893342486735309,0.0708908404968133,0.0286190171548969,-0.028998295160527,Male,60,Yes,No,Employed,Suburban,Master,1673503200
59,Yes,Yes,High Speed,Expired,Two year,0hrs,Disabled,f7aaf363-0a10-44c5-900d-fe20c7732a5a,no_churn,0.04651158,0,no_churn,-0.0622549369678745,-0.0053297093628134,0.003623347046614,-0.0738877660804064,-0.0002173685340494,-0.10297265874131,-0.0139483403816666,-0.0140387192790331,Female,77,No,No,Retired,Suburban,College,1673503200
29,Yes,No,High Speed,Phone_Support,Month-to-month,<80hrs,Disabled,5d9fd99e-74ba-4301-b5b7-961af2b98938,no_churn,0.016629593,0,no_churn,-0.0936486347309983,-0.010026322928079,-0.0145656162912428,-0.0904343748449264,0.0368040818807639,0.0515161211335998,0.0472399660375595,-0.0359113706117386,Female,54,No,Yes,Retired,Suburban,High School or Below,1673503200
1,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,f530285a-24ab-471e-97c5-f97c97baf1f9,no_churn,0.5766852,0,no_churn,0.319407988276344,-0.0094774708510522,-0.0149059542419308,-0.0126719671273895,-0.025309917485456,0.124033704809608,0.101034714323905,-0.0452509928385734,Female,67,No,No,Employed,Urban,Bachelor,1673503200
69,Yes,Yes,Low Speed,Expired,Month-to-month,100hrs+,Active,4f02f5a4-135b-4d57-b1b0-2a8466b07900,no_churn,0.2938676,0,no_churn,-0.0086260759551623,0.0026387823238837,0.114158042497675,0.077997053254694,0.0114210715975241,0.0698592688502867,0.135904011011571,0.127621698699058,Female,50,Yes,No,Employed,Suburban,High School or Below,1673503200
62,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,d7fb0278-fce6-4c16-aa01-13212da83a2e,no_churn,0.18150505,0,no_churn,-0.299395519305617,-0.0037702399887484,0.0182674266750063,-0.0786978698488246,0.0015635217918588,0.0340307355630329,0.0266501525573039,0.0323256404512176,Female,44,No,No,Employed,Urban,College,1673503200
60,Yes,No,High Speed,Web_Chat_Support,Two year,<80hrs,Disabled,cf8f2be6-4433-4c04-8ea9-a121dc88c6b0,no_churn,0.005597498,0,no_churn,-0.0668441203091788,-0.0030349414635202,-0.005747169190854,-0.017637265082667,0.0274841085316256,-0.14647140121253,0.0292830802618937,-0.0260584443355401,Male,79,Yes,No,Unemployed,Suburban,College,1673503200
13,Yes,No,High Speed,Expired,One year,<80hrs,Disabled,48af82af-cd39-4b36-917e-6ea9d3a13d38,no_churn,0.030232973,0,no_churn,0.0042391789559997,-0.0052540841807785,-0.0200343370963037,-0.0794099121178987,0.0152405641299083,-0.058514676516188,0.0346850022017952,-0.0299778852891449,Female,66,Yes,Yes,Employed,Suburban,College,1673503200
35,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,ffd97dfc-e361-4dda-b51b-176c906df55b,no_churn,0.40946755,0,no_churn,-0.0154121730428323,-0.0029073724929912,0.0382362064551489,0.193577907907566,0.0858056017120543,0.0850941995435368,-0.0002984919778828,0.016877973807077,Male,21,Yes,Yes,Employed,Urban,High School or Below,1673503200
6,Yes,Yes,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,92f69d30-ff46-4d5a-be40-20a5771f5d2e,no_churn,0.38698643,0,no_churn,0.0085185611748238,-0.0067269986242899,-0.0152216367807704,-0.138500931735407,-0.0198222134496609,0.0670715948309225,0.0344529663247522,-0.0427974927193463,Male,43,Yes,No,Employed,Suburban,Bachelor,1673503200
23,No,No phone service,High Speed,Expired,Month-to-month,100hrs+,Active,546367a3-bbcc-4de8-9367-48527fb605f9,no_churn,0.4245001,0,no_churn,-0.149612156167414,0.0464662530671466,0.0003376230917729,-0.0348099151501173,-0.0855187125323664,0.066166335930402,-0.0036052382869002,0.0315496596279081,Male,45,No,Yes,Unemployed,Urban,College,1673503200
4,No,No phone service,High Speed,Expired,Month-to-month,<80hrs,Active,cefd19d6-6bf2-47dc-a6c2-b8ab74706e3d,no_churn,0.67501426,1,churn,0.111892381697536,0.0895098888992197,0.0410628599970095,-0.0322056580717662,-0.0220504044867311,0.126278235160557,0.106244647374697,0.0509085730384686,Female,30,Yes,Yes,Employed,Urban,Bachelor,1673503200
42,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,ab2888be-e297-476a-b312-81827cde987c,churn,0.36566785,1,churn,-0.0469179630743747,-0.0026670858641955,-0.038870521419958,0.133306696240452,-0.0219482149194391,0.0346335176002321,0.0607838287778213,-0.0373464076874279,Female,52,No,No,Employed,Suburban,Bachelor,1673503200
23,No,No phone service,High Speed,Phone_Support,Month-to-month,<80hrs,Active,29a42ee2-0e43-499a-a1c1-e9ba40bdced2,no_churn,0.4245001,0,no_churn,-0.160180592605489,0.0654728015431783,0.0211477085366277,-0.0271784294827489,0.003195594449171,0.0550185299142594,-0.0514006154642606,-0.0151011503493919,Male,77,No,No,Retired,Suburban,Bachelor,1673503200
68,No,No phone service,High Speed,Expired,Two year,100hrs+,Disabled,cab88a29-ffc9-40ea-bbfe-7d88c5c78420,no_churn,0.010468489,0,no_churn,-0.0615424768967841,0.0215680607512877,-0.0019502538275196,-0.0229169113592024,0.0051063504044896,-0.210837737552229,0.0163720301664989,-0.0148252143324816,Male,51,No,No,Employed,Suburban,High School or Below,1673503200
59,Yes,Yes,Low Speed,Expired,Month-to-month,<80hrs,Active,b5989d7e-ab4d-4644-a549-b44a34533533,no_churn,0.21829438,1,churn,-0.104567225220176,-0.0102227985825629,0.0413311856863674,-0.0453293952868625,-0.0941161873757846,0.0623056084010204,-0.008015751011153,0.0595884127047975,Male,36,Yes,Yes,Employed,Suburban,Bachelor,1673503200
29,No,No phone service,Low Speed,Expired,Month-to-month,0hrs,Disabled,49f071db-6626-413d-b250-6634bdd1d295,no_churn,0.1790615,0,no_churn,-0.106100558058433,0.0566226591881604,0.0170101052143218,-0.11399153087782,-0.0972943372784811,0.0610750713535344,-0.0261533712322034,-0.0346941897394208,Male,67,No,No,Disabled,Suburban,College,1673503200
2,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,ee2f64c3-7824-46e3-a613-bb964bcbeb8d,no_churn,0.18611136,0,no_churn,0.140793997985056,-0.0173401889737942,-0.0990622657058793,-0.0810780455586245,-0.0718159180416114,0.0595822201915598,-0.0296872910580532,-0.0097440696790363,Female,79,No,Yes,Unemployed,Suburban,College,1673503200
13,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Active,35d57027-e1a9-4e49-bf1e-040c74043af6,no_churn,0.7068473,1,churn,-0.0279727289079482,-0.0166714605450761,0.0093771331718653,-0.0839610011485228,-0.150685626808727,0.0369273880962373,-0.0646816762815524,0.0386418191355005,Male,27,No,Yes,Unemployed,Suburban,Bachelor,1673503200
11,Yes,Yes,Fiber optic,Web_Chat_Support,Month-to-month,100hrs+,Active,fc75a332-d662-4f83-949e-4a1253e0fe5b,no_churn,0.7079699,1,churn,0.143446850812506,-0.0022670548013593,0.131871197077899,0.0806329752258534,0.122464747098202,0.119628712721942,0.0609610929347036,0.0692353404222012,Male,57,No,Yes,Employed,Urban,High School or Below,1673503200
7,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,8c0ab5c4-77e0-4869-a9c4-f57fbae8669b,churn,0.5108418,1,churn,0.111286003742462,-0.0019583969599261,0.0012456142750852,0.197048733549755,0.110091581576953,0.0861240852606169,-0.0173248582412543,0.0116981653026596,Female,51,No,No,Employed,Suburban,High School or Below,1673503200
72,Yes,Yes,Medium Speed,Expired,Month-to-month,<80hrs,Active,66e673ea-6666-4384-8dc0-ec4099d1e4ae,churn,0.017010072,0,no_churn,-0.15872791534395,-0.0057734717809944,-0.0047273507183854,-0.0450256958964428,-0.0342033112149374,0.0428294387120468,-0.0303029668990484,0.0369051202804939,Male,34,No,No,Employed,Urban,High School or Below,1673503200
15,Yes,No,High Speed,Expired,Month-to-month,<80hrs,Disabled,0d132c58-620b-47a6-82ea-68e82ef2809b,no_churn,0.034975212,0,no_churn,0.0134472033440033,-0.0175654934302656,-0.0584118975328965,-0.110903907795946,-0.0709079048699641,0.0494596922923483,-0.0072916447444731,-0.0168521977402633,Female,30,Yes,No,Unemployed,Suburban,High School or Below,1673503200
42,Yes,Yes,High Speed,Expired,Month-to-month,100hrs+,Active,95e1f61d-45ac-46be-8b24-5abf7e61322e,no_churn,0.027957741,0,no_churn,-0.0957739396964098,-0.0062173188682936,0.0463674441212697,-0.0803758530379855,-0.0039592716940205,0.0604964755803939,-0.0142644790900885,0.0407007913613233,Male,68,No,No,Employed,Suburban,High School or Below,1673503200
14,Yes,Yes,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Active,eeae4af3-ce51-4ba2-85a2-f967b3bef81d,no_churn,0.6460278,1,churn,0.0665847095334538,-0.0023609748477429,0.0870754638258404,0.0451987337133959,0.146168977585839,0.129761969390893,0.0592806179733816,0.111264361535486,Female,30,No,Yes,Unemployed,Suburban,Master,1673503200
16,Yes,No,High Speed,Expired,Two year,<80hrs,Disabled,8eb56445-7b64-4a82-966d-1a760009945f,no_churn,0.015351475,0,no_churn,0.0266279973676091,-0.003356192424253,-0.0182311223913348,-0.0468681066273802,-0.0127454640872747,-0.204365036517161,0.0064333570809276,-0.0115215828556029,Male,30,Yes,Yes,Employed,Urban,College,1673503200
68,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Active,d1a882b5-636a-429c-bde3-bfd671506154,no_churn,0.012177155,0,no_churn,-0.0924964495586664,-0.0073396290476011,-0.0379447642432205,-0.0441925477362565,-0.0863879200429073,0.0358031132414362,-0.0138818521820576,0.0374138984090677,Female,71,Yes,Yes,Unemployed,Suburban,College,1673503200
9,Yes,No,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,ecafc4e9-2c75-4a6a-a805-e2fd0ed8f00d,churn,0.60358584,1,churn,0.144358432549498,-0.0042459991464056,-0.028302731730655,0.10754190415917,0.114969064264296,0.0949426702552409,-0.0439718813030413,0.0316823952626418,Female,40,No,Yes,Employed,Suburban,College,1673503200
28,Yes,No,Fiber optic,Expired,One year,100hrs+,Disabled,6f580a90-373e-43fb-9391-259de5606f0c,no_churn,0.11377532,0,no_churn,-0.0976887382504264,-0.0020694804373488,-0.0350628500877064,0.0562813080098385,0.0380716126229344,-0.0408669386981,0.056039140434259,-0.0470635376745758,Female,66,No,Yes,Disabled,Suburban,Master,1673503200
9,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,49becf27-ee38-40ce-91ba-aaa6eb6466f1,no_churn,0.60358584,1,churn,0.152824760396779,-0.004403525240159,0.0072383896195242,0.183181037021568,0.0802745398239676,0.10239866023283,0.0078498109831252,0.0076101803467645,Male,49,Yes,No,Medical Leave,Suburban,High School or Below,1673503200
3,Yes,No,Low Speed,Phone_Support,Month-to-month,0hrs,Disabled,b877fa56-33b3-4797-be43-fd176170187d,no_churn,0.54541755,0,no_churn,0.115721535198545,-0.0071064841372208,-0.0354256454773712,-0.0389007133193445,-0.0260501749389004,0.093120113064815,-0.0301165358219623,-0.0461743899418797,Female,23,No,Yes,Unemployed,Suburban,High School or Below,1673503200
16,Yes,No,Low Speed,Expired,Month-to-month,100hrs+,Disabled,0197245a-2c0b-4a1a-8ad5-c3fa03034725,no_churn,0.35879147,1,churn,0.140726900001418,-0.0024738065583005,-0.012650391267125,-0.0438950137398387,0.0180038360540311,0.100286355326316,0.0106647672258259,-0.0071649821927076,Male,27,No,Yes,Employed,Suburban,College,1673503200
17,Yes,No,Medium Speed,Expired,Month-to-month,100hrs+,Disabled,1911293e-5e0a-4e8e-8bf7-82c502964f07,no_churn,0.038392477,0,no_churn,0.0457803265804977,-0.0083474802665296,-0.0264886424187443,-0.130950312977639,-0.0584110605831665,0.0613959094263191,0.0244706188837881,-0.0339755091452207,Female,27,No,No,Employed,Suburban,High School or Below,1673503200
1,No,No phone service,High Speed,In_Store_Support,Month-to-month,100hrs+,Disabled,f10b5edd-c6d5-4a0e-b326-5a4ef33e5988,no_churn,0.5693701,0,no_churn,0.263883153918782,0.0823928605987293,0.0494907293729284,-0.0241099442998074,-0.0833191382934455,0.144654704655868,0.0274903353359513,-0.0399673901128608,Male,24,Yes,No,Employed,Suburban,High School or Below,1673503200
56,Yes,Yes,High Speed,In_Store_Support,Two year,100hrs+,Disabled,ce49001c-9754-4e02-8a5c-1938c486506d,no_churn,0.010555344,0,no_churn,0.0367593032224976,-0.0007599640156331,0.0419478726514353,0.0257227183113627,-0.0175153335404684,-0.0597847498243754,-0.0128928590974646,0.0126555950057627,Male,77,No,Yes,Employed,Suburban,College,1673503200
71,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Disabled,b3cd691d-c0f4-4688-bd9e-18401d6adb66,no_churn,0.009889684,0,no_churn,-0.190703736829382,-0.0092723336509152,0.0393615822463971,0.0726696347117558,0.0165980436963991,0.0612185163023923,0.082927087537173,-0.0578249450976363,Female,21,No,Yes,Unemployed,Suburban,High School or Below,1673503200
52,Yes,Yes,Fiber optic,Expired,Month-to-month,<80hrs,Active,03c27170-f853-4c5e-a533-171dbbed1b76,no_churn,0.44335246,1,churn,-0.184230062396073,-0.0042810981969887,-0.0257649780425708,0.0658098943044296,-0.127957865051148,0.0134051996218568,0.0242770551145395,0.0297157022751162,Male,34,Yes,No,Employed,Suburban,Bachelor,1673503200
72,Yes,Yes,High Speed,Expired,Two year,<80hrs,Disabled,0d6579ce-fde0-41e6-9175-6ce21388aede,no_churn,0.0019187479,0,no_churn,-0.0971028700043643,-0.0071924322667609,0.0029734244903147,-0.0237986078159792,-0.0244793877880874,-0.117479777514973,0.0122616580776684,-0.0142081610722107,Male,22,No,No,Employed,Suburban,College,1673503200
40,No,No phone service,Medium Speed,Phone_Support,Month-to-month,100hrs+,Active,bf1a7943-9718-459b-8b97-d8004f720d68,no_churn,0.36355636,1,churn,-0.0649860324128258,0.002834661005354,-0.0381892732722917,-0.0018575978632543,0.0378048152145402,0.0677089056840122,0.0486657061872392,0.0414926623540668,Female,67,No,Yes,Unemployed,Suburban,College,1673503200
19,Yes,No,Fiber optic,Expired,Month-to-month,0hrs,Disabled,42a01645-571a-4054-bc1f-ed62717ad931,no_churn,0.18758826,0,no_churn,-0.100808170666041,-0.0056041339817238,-0.119009472653215,0.0875836584024909,-0.0541580289227749,0.0400521596660837,-0.0164815641057794,-0.0332672631267996,Male,52,No,Yes,Retired,Suburban,Bachelor,1673503200
11,Yes,No,Fiber optic,Web_Chat_Support,Month-to-month,<80hrs,Active,033280b1-e559-4ddc-ab4a-11a4640b9c29,no_churn,0.58355194,0,no_churn,-0.0532038682571601,-0.0040252988411157,-0.118680291917481,-0.0046677128345254,-0.0526591346674194,0.0586219068574337,-0.0677349623005102,-0.0066767902036554,Female,37,No,Yes,Employed,Suburban,Bachelor,1673503200
38,Yes,No,Fiber optic,Expired,Month-to-month,<80hrs,Disabled,186ee385-74f8-4a0c-87d1-b85715a4a68d,no_churn,0.11764181,1,churn,0.114640146908932,-0.0028304057159039,0.0266126849975808,0.179391787283912,0.152277422629504,0.0910855786993124,0.0125454404040192,-0.000248803076538,Male,43,No,Yes,Employed,Rural,High School or Below,1673503200
15,Yes,Yes,High Speed,Expired,Month-to-month,<80hrs,Disabled,a8af251d-a20e-4000-ba22-dca58537acd0,no_churn,0.01755126,0,no_churn,0.0806422923873924,-0.013863108300975,0.0628539223958614,-0.0515657113657107,-0.0903652342702844,0.0743767912670227,-0.0473373008249927,0.011013249227999,Male,20,Yes,No,Unemployed,Suburban,Bachelor,1673503200
50,No,No phone service,Medium Speed,Expired,One year,<80hrs,Disabled,3d6a42b9-5134-4acd-87b4-e0c5e3f81e58,no_churn,0.04060747,0,no_churn,-0.0469548027647351,0.0371995385414084,0.0149906991875241,-0.0093041361727682,-0.0245660502538521,-0.0729853362504877,0.0532847875824245,-0.0306908490398927,Female,42,No,No,Employed,Suburban,College,1673503200
52,Yes,Yes,Fiber optic,Expired,Month-to-month,100hrs+,Active,21e97be5-4fd7-4696-a98e-44fc0305e149,no_churn,0.14693353,0,no_churn,-0.189067146198927,-0.0060217186416048,0.027856552561825,0.0332790231445687,-0.0705234111803565,0.025209758895462,0.0302885276577944,0.0299522619375056,Male,50,Yes,No,Employed,Urban,Bachelor,1673503200
72,Yes,Yes,High Speed,Expired,Month-to-month,0hrs,Disabled,cd56dd6e-d700-4379-96e7-ae661240b991,no_churn,0.0019187479,0,no_churn,-0.134818848356734,-0.0171489356840459,0.0008296970492426,-0.0334404473286383,-0.0315077949427575,0.0394696595659434,-0.0148053040062711,-0.0359375114640056,Female,24,No,Yes,Unemployed,Suburban,High School or Below,1673503200
37,Yes,No,High Speed,Phone_Support,Month-to-month,0hrs,Disabled,104df663-0c13-4911-bedb-37e47a93d3d6,no_churn,0.03206747,0,no_churn,-0.107790394810618,-0.0188829950493163,-0.0767063133053216,-0.0386549406923677,-0.0364950228524048,0.0480666459126314,-0.0166179338759593,-0.0219451946880326,Female,69,No,Yes,Unemployed,Rural,High School or Below,1673503200
6,Yes,No,Low Speed,Expired,Month-to-month,<80hrs,Disabled,bb0153da-be04-4def-b528-e299bbd2880c,no_churn,0.16056308,0,no_churn,0.0260180619692164,-0.0091985758000737,-0.0385316563060405,-0.158448273166191,-0.034580876002019,0.0431794468392081,0.0207190258648643,-0.0348499720615518,Female,34,No,Yes,Employed,Suburban,College,1673503200
2,Yes,No,High Speed,Web_Chat_Support,Month-to-month,<80hrs,Disabled,db2e3207-b9bd-4ec2-a851-5d2521f35c92,no_churn,0.19062278,0,no_churn,0.162140596842428,-0.0114482837238392,-0.0267431330207864,-0.0383634232090298,0.0310802874255205,0.109742576246595,0.0854793109182173,-0.0561073033020329,Female,34,No,No,Employed,Suburban,High School or Below,1673503200
46,Yes,No,Fiber optic,Expired,One year,<80hrs,Active,51e000c3-1e75-43ad-ae2e-625fa8663fb2,no_churn,0.23789787,1,churn,-0.150977158691585,-0.0023713854743618,-0.0015981801782982,0.0988715523656355,0.0592534716915179,-0.076923856790745,0.0045388228029696,0.0601805848533149,Female,76,No,Yes,Unemployed,Suburban,High School or Below,1673503200
4,Yes,No,Medium Speed,Expired,Month-to-month,<80hrs,Disabled,1433a37f-2d31-473d-8bd7-388914bebbcc,no_churn,0.34114844,0,no_churn,0.25844847787439,0.0039276897648232,0.0449572567463292,0.095801911565286,0.0754075973788803,0.132315733890846,0.0237607439867679,-0.0111455521606694,Female,44,No,Yes,Unemployed,Suburban,High School or Below,1673503200