Tenure
int64 0
72
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stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetSpeed
stringclasses 4
values | SupportEligibility
stringclasses 4
values | Contract
stringclasses 3
values | MonthlyStreamingTime
stringclasses 4
values | PremiumHDStreaming
stringclasses 2
values | prediction_id
stringlengths 36
36
| prediction_label
stringclasses 2
values | prediction_score
float64 0
0.95
| actual_score
int64 0
1
| actual_label
stringclasses 2
values | shap/Tenure
float64 -0.3
0.39
| shap/PhoneService
float64 -0.11
0.2
| shap/MultipleLines
float64 -0.15
0.17
| shap/InternetSpeed
float64 -0.22
0.25
| shap/SupportEligibility
float64 -0.22
0.2
| shap/Contract
float64 -0.28
0.19
| shap/MonthlyStreamingTime
float64 -0.18
0.23
| shap/PremiumHDStreaming
float64 -0.09
0.14
| Gender
stringclasses 2
values | Age
int64 20
80
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stringclasses 2
values | Partner
stringclasses 2
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stringclasses 5
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int64 1.67B
1.67B
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 91411264-ceae-4f0f-a89e-2e9f6f163c55 | no_churn | 0.305014 | 0 | no_churn | 0.195451 | -0.012505 | -0.051809 | -0.032142 | -0.061364 | 0.084172 | -0.012665 | -0.018403 | Male | 50 | No | No | Unemployed | Suburban | High School or Below | 1,673,503,200 |
29 | No | No phone service | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | ec148e04-363a-4b78-804a-0bb1d90a55d8 | no_churn | 0.179062 | 0 | no_churn | -0.09282 | 0.055444 | 0.015324 | -0.086445 | -0.088893 | 0.064055 | 0.027004 | -0.034694 | Male | 77 | No | No | Medical Leave | Suburban | Bachelor | 1,673,503,200 |
65 | Yes | Yes | Medium Speed | Expired | Month-to-month | 100hrs+ | Active | 3d2cc156-48df-405f-8adc-9136e4e011ed | no_churn | 0.441397 | 1 | churn | -0.016175 | -0.004704 | 0.062075 | -0.021362 | -0.004518 | 0.07991 | 0.070771 | 0.074978 | Male | 35 | No | Yes | Retired | Suburban | High School or Below | 1,673,503,200 |
1 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | cdaf6b08-ed25-47e0-ac60-62a8dae3b5d3 | no_churn | 0.876743 | 1 | churn | 0.120027 | -0.009969 | -0.066587 | 0.050894 | -0.088597 | 0.066058 | -0.016651 | -0.011571 | Female | 77 | Yes | No | Employed | Rural | High School or Below | 1,673,503,200 |
31 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | 07b5dba4-21ec-4c31-bf27-8809a8b85e63 | no_churn | 0.49362 | 0 | no_churn | -0.133486 | -0.011262 | 0.006618 | 0.075392 | -0.031366 | 0.063898 | 0.014232 | -0.056909 | Female | 56 | No | Yes | Unemployed | Rural | College | 1,673,503,200 |
10 | No | No phone service | Medium Speed | Phone_Support | Month-to-month | 100hrs+ | Disabled | 17677f54-e612-463b-bd0f-7f66a6284d09 | no_churn | 0.25602 | 0 | no_churn | 0.124945 | 0.085211 | 0.030888 | 0.011005 | 0.06041 | 0.104547 | 0.062002 | -0.028033 | Female | 74 | No | No | Employed | Urban | Doctor | 1,673,503,200 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | <80hrs | Disabled | 525f379a-4586-4a04-8450-860fb728b51d | no_churn | 0.620165 | 1 | churn | 0.275061 | -0.004039 | -0.004572 | -0.077053 | 0.060103 | 0.130569 | 0.091156 | -0.061269 | Male | 51 | Yes | Yes | Disabled | Suburban | High School or Below | 1,673,503,200 |
19 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | 4efe8e10-5d05-4e0c-b0d8-6397ef9ecb21 | no_churn | 0.187588 | 0 | no_churn | -0.042842 | -0.004922 | -0.105846 | 0.102728 | -0.047567 | 0.043208 | 0.040149 | -0.033267 | Female | 56 | Yes | Yes | Employed | Suburban | High School or Below | 1,673,503,200 |
28 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | cd37ecbe-7146-470f-bafd-ca3bd0b79921 | no_churn | 0.487776 | 0 | no_churn | -0.131363 | -0.011396 | -0.134035 | 0.051585 | -0.027006 | 0.017562 | 0.000447 | 0.008513 | Male | 35 | No | Yes | Employed | Suburban | High School or Below | 1,673,503,200 |
24 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | ad4429f8-bea9-477a-8365-3a35b34719c3 | no_churn | 0.436553 | 0 | no_churn | 0.009218 | -0.006872 | 0.103328 | 0.145728 | 0.014901 | 0.114184 | 0.02743 | 0.068057 | Male | 65 | Yes | No | Unemployed | Suburban | High School or Below | 1,673,503,200 |
67 | Yes | Yes | High Speed | Expired | Two year | 100hrs+ | Disabled | ff616324-029f-43a7-bb1d-d61c5a88bf1c | no_churn | 0.014644 | 0 | no_churn | -0.052136 | -0.003498 | 0.010768 | -0.053436 | -0.005483 | -0.116794 | 0.038032 | -0.02523 | Female | 78 | No | No | Unemployed | Rural | Bachelor | 1,673,503,200 |
29 | No | No phone service | Low Speed | In_Store_Support | Month-to-month | <80hrs | Disabled | cf61cf59-ee43-4342-bdf6-a23d0c53afb6 | no_churn | 0.179062 | 0 | no_churn | -0.033143 | 0.082798 | 0.030487 | 0.040963 | -0.037219 | 0.085819 | -0.00056 | -0.011728 | Male | 50 | Yes | No | Employed | Urban | Bachelor | 1,673,503,200 |
66 | Yes | No | High Speed | Web_Chat_Support | One year | <80hrs | Active | a536303f-05c7-41e9-99b0-43be709ac781 | no_churn | 0.217638 | 0 | no_churn | -0.053917 | -0.001146 | -0.014725 | -0.029895 | 0.03527 | -0.126374 | 0.040466 | 0.051294 | Male | 22 | Yes | Yes | Unemployed | Suburban | College | 1,673,503,200 |
44 | Yes | No | Fiber optic | Expired | One year | 100hrs+ | Active | e35506a7-6f48-4214-81aa-265fa351cde0 | no_churn | 0.196402 | 0 | no_churn | -0.059764 | -0.000737 | -0.038722 | 0.138553 | 0.109913 | 0.074016 | 0.075731 | 0.091984 | Male | 72 | No | No | Employed | Rural | Bachelor | 1,673,503,200 |
56 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | e334eb63-8807-451c-b7aa-112cd9968b86 | no_churn | 0.093344 | 0 | no_churn | -0.178632 | -0.011341 | 0.021964 | 0.030252 | 0.010993 | 0.024346 | 0.012079 | 0.031312 | Male | 28 | No | Yes | Disabled | Suburban | College | 1,673,503,200 |
11 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 5b4a322a-398a-4606-ba95-21180c1d30b8 | no_churn | 0.088052 | 0 | no_churn | 0.029286 | -0.012667 | -0.025482 | -0.095286 | -0.06354 | 0.050861 | -0.013959 | -0.007182 | Female | 50 | No | Yes | Employed | Urban | High School or Below | 1,673,503,200 |
4 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Active | 9da0b186-3303-4ba8-9521-eef4a829a84f | no_churn | 0.428144 | 1 | churn | 0.111176 | -0.011593 | -0.074653 | -0.079088 | -0.065896 | 0.051234 | -0.122813 | 0.032606 | Male | 64 | Yes | No | Employed | Suburban | Master | 1,673,503,200 |
14 | Yes | Yes | High Speed | Expired | Month-to-month | <50hrs | Active | 1e63f1af-88cd-4cb5-9cc7-1758e9214db3 | no_churn | 0.646028 | 1 | churn | -0.037481 | -0.013186 | 0.03401 | -0.093686 | -0.113862 | 0.027572 | -0.002229 | 0.029836 | Female | 80 | No | No | Employed | Rural | Bachelor | 1,673,503,200 |
15 | Yes | No | High Speed | Expired | One year | 100hrs+ | Disabled | 9421e419-22bc-4053-98d0-a6d848f3502f | no_churn | 0.034975 | 0 | no_churn | 0.007295 | -0.003999 | -0.047476 | -0.060925 | 0.002353 | -0.088491 | 0.06391 | -0.031694 | Female | 64 | No | Yes | Unemployed | Suburban | College | 1,673,503,200 |
11 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | 841207e9-57c1-413b-9d67-559dbab6342c | no_churn | 0.576226 | 0 | no_churn | 0.154132 | -0.004734 | -0.020458 | 0.195981 | 0.120571 | 0.095139 | -0.032882 | 0.017085 | Female | 32 | Yes | No | Disabled | Suburban | College | 1,673,503,200 |
34 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | <80hrs | Disabled | ec69f271-880e-4e37-b2f3-4d8540e97238 | no_churn | 0.037298 | 0 | no_churn | -0.123009 | -0.003911 | -0.057727 | -0.099117 | 0.0255 | 0.036546 | 0.033428 | -0.029736 | Female | 68 | No | No | Employed | Suburban | Bachelor | 1,673,503,200 |
1 | Yes | No | Low Speed | Phone_Support | Month-to-month | 100hrs+ | Disabled | ff6a4560-e6be-4fd8-9047-f6028924438b | no_churn | 0.620165 | 1 | churn | 0.234565 | -0.004121 | -0.01509 | -0.049517 | 0.076808 | 0.131016 | 0.090659 | -0.061319 | Male | 68 | Yes | No | Employed | Suburban | High School or Below | 1,673,503,200 |
40 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Active | dedb6af9-b8af-4b02-84dd-956ed478f0d0 | no_churn | 0.462155 | 1 | churn | -0.10736 | -0.017039 | 0.036005 | -0.067316 | -0.001833 | 0.062458 | -0.007238 | 0.039296 | Female | 65 | No | No | Unemployed | Suburban | High School or Below | 1,673,503,200 |
72 | Yes | Yes | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 92080224-98a0-4d0e-a9ac-c018444cb3b6 | no_churn | 0.004809 | 0 | no_churn | -0.130233 | -0.005075 | 0.03442 | -0.007413 | -0.004189 | 0.061305 | 0.096456 | -0.064297 | Male | 76 | Yes | Yes | Employed | Suburban | Master | 1,673,503,200 |
68 | Yes | No | Fiber optic | Expired | One year | 100hrs+ | Active | 2fa6b488-5567-4826-b4e9-06e1b23420ff | no_churn | 0.255059 | 0 | no_churn | -0.195954 | -0.00294 | -0.061729 | 0.038602 | 0.017102 | -0.056638 | 0.027758 | 0.044774 | Male | 44 | No | Yes | Unemployed | Urban | High School or Below | 1,673,503,200 |
11 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | f45b9c99-fff3-471a-92bb-17e057a75b24 | no_churn | 0.207364 | 1 | churn | 0.040961 | -0.011213 | -0.03682 | -0.075649 | -0.077367 | 0.040074 | 0.007974 | -0.007973 | Male | 43 | Yes | Yes | Employed | Urban | College | 1,673,503,200 |
68 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Active | b7d6202f-c69c-4048-bbab-d456c9bebd2e | no_churn | 0.012177 | 0 | no_churn | -0.095799 | -0.005609 | -0.1223 | 0.009339 | -0.060916 | 0.035412 | 0.042075 | 0.048772 | Female | 56 | No | Yes | Unemployed | Suburban | College | 1,673,503,200 |
59 | Yes | Yes | Fiber optic | Expired | Month-to-month | 0hrs | Disabled | 34ffba37-cf14-40e2-ac6d-a48764adfa57 | no_churn | 0.117996 | 0 | no_churn | -0.263122 | -0.011871 | 0.023813 | 0.070561 | -0.015957 | -0.000362 | -0.021316 | -0.030771 | Female | 37 | No | No | Employed | Rural | High School or Below | 1,673,503,200 |
42 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Active | 250e44ab-340b-49e1-9194-9e5076e840e6 | no_churn | 0.384044 | 0 | no_churn | -0.095774 | -0.006217 | 0.046367 | -0.080376 | -0.003959 | 0.060496 | -0.014264 | 0.040701 | Male | 45 | No | No | Employed | Rural | High School or Below | 1,673,503,200 |
22 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 5c604566-ff5f-4381-be1d-ebac91d4458a | no_churn | 0.286001 | 0 | no_churn | -0.097057 | -0.006663 | -0.114419 | 0.044697 | -0.04891 | 0.001414 | -0.002688 | -0.010401 | Male | 29 | No | No | Retired | Suburban | High School or Below | 1,673,503,200 |
70 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Active | dddbe535-4f12-44ca-9c10-144de33f4691 | no_churn | 0.088859 | 0 | no_churn | -0.134843 | -0.006459 | 0.001219 | 0.077398 | 0.009774 | 0.028096 | -0.022091 | 0.05788 | Female | 52 | No | No | Unemployed | Suburban | Bachelor | 1,673,503,200 |
53 | Yes | Yes | High Speed | Expired | One year | 100hrs+ | Disabled | 4d885059-1946-4004-8be5-6ff207e60ebe | no_churn | 0.058569 | 0 | no_churn | -0.031595 | 0.000021 | 0.039252 | 0.006083 | -0.002862 | -0.0137 | 0.099665 | -0.04589 | Male | 52 | No | Yes | Unemployed | Suburban | High School or Below | 1,673,503,200 |
72 | Yes | Yes | Fiber optic | In_Store_Support | Month-to-month | 100hrs+ | Active | be5ba258-cb09-4e5d-9f12-a062138f8488 | no_churn | 0.034307 | 0 | no_churn | -0.113517 | -0.00349 | 0.024144 | 0.038461 | -0.134154 | 0.050689 | 0.044509 | 0.045832 | Female | 26 | No | Yes | Employed | Suburban | College | 1,673,503,200 |
65 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | a1759068-7a73-4797-99a2-90ed173aec0b | no_churn | 0.029972 | 1 | churn | -0.103499 | -0.011962 | -0.040213 | -0.037362 | -0.086307 | 0.031574 | 0.002966 | 0.025776 | Male | 47 | No | Yes | Employed | Rural | Bachelor | 1,673,503,200 |
68 | Yes | No | Fiber optic | Web_Chat_Support | Two year | 100hrs+ | Disabled | 3056639d-120d-4043-aad0-ae5d35955f21 | no_churn | 0.019386 | 0 | no_churn | -0.119353 | -0.003013 | -0.027029 | 0.007518 | -0.002892 | -0.123653 | 0.017482 | -0.018085 | Female | 25 | No | Yes | Unemployed | Urban | College | 1,673,503,200 |
39 | No | No phone service | High Speed | Phone_Support | Month-to-month | 100hrs+ | Disabled | f515b833-fc2c-41c2-bc3c-ec117ea50f46 | no_churn | 0.045157 | 0 | no_churn | 0.043625 | 0.144854 | 0.063924 | 0.005852 | 0.023995 | 0.117064 | -0.028418 | 0.016506 | Female | 53 | No | No | Employed | Suburban | High School or Below | 1,673,503,200 |
31 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 1456a24f-5da2-40c6-81d9-160f40e81345 | no_churn | 0.151798 | 0 | no_churn | 0.080994 | 0.093683 | 0.048007 | 0.056798 | 0.085574 | 0.15679 | -0.004171 | 0.013299 | Female | 52 | No | Yes | Employed | Suburban | High School or Below | 1,673,503,200 |
43 | No | No phone service | Low Speed | Expired | Month-to-month | 100hrs+ | Active | ed89826e-5133-4afb-96fc-e5c490df150d | no_churn | 0.305899 | 1 | churn | -0.12545 | 0.01851 | -0.019902 | -0.023678 | -0.072332 | 0.046122 | 0.00218 | 0.035525 | Female | 35 | Yes | Yes | Medical Leave | Suburban | Master | 1,673,503,200 |
72 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 87ae58ad-ddad-42d3-b793-50c68bdcd256 | no_churn | 0.24426 | 1 | churn | -0.052895 | -0.004306 | 0.08038 | 0.09936 | 0.034233 | 0.084657 | 0.101964 | 0.089082 | Female | 77 | Yes | Yes | Employed | Suburban | College | 1,673,503,200 |
64 | No | No phone service | Low Speed | Phone_Support | Month-to-month | 100hrs+ | Active | 5783bdc3-4b54-4fa7-a49c-4977e57ba5e1 | no_churn | 0.13598 | 0 | no_churn | -0.184668 | -0.014801 | -0.027539 | 0.01445 | 0.039363 | 0.074992 | 0.048338 | 0.060838 | Male | 38 | Yes | No | Employed | Suburban | Bachelor | 1,673,503,200 |
38 | Yes | Yes | High Speed | Expired | Month-to-month | <80hrs | Active | 575d9495-3657-49ff-b84a-bdeedcd8519e | no_churn | 0.412009 | 0 | no_churn | -0.06027 | -0.004567 | 0.003095 | -0.048641 | -0.014161 | 0.078944 | -0.019003 | 0.028363 | Female | 25 | No | Yes | Employed | Urban | High School or Below | 1,673,503,200 |
13 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Active | 77501793-60ae-499f-8ebc-59dfd38008ba | no_churn | 0.706847 | 1 | churn | 0.08889 | -0.011935 | 0.077732 | 0.005735 | -0.028663 | 0.078553 | 0.094451 | 0.08621 | Female | 34 | Yes | Yes | Retired | Urban | College | 1,673,503,200 |
6 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | acc95c71-45fa-4f8e-92ee-6ba139d800d2 | no_churn | 0.103797 | 0 | no_churn | 0.107391 | -0.001759 | -0.01152 | -0.057093 | 0.011798 | 0.068729 | 0.034464 | -0.012835 | Male | 52 | No | Yes | Medical Leave | Suburban | Bachelor | 1,673,503,200 |
4 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 8a46084f-0c0e-4458-95ee-f0de410f8e6e | no_churn | 0.168585 | 0 | no_churn | 0.189875 | 0.001366 | -0.024456 | -0.015306 | 0.014678 | 0.103909 | 0.080917 | -0.055075 | Female | 33 | No | No | Unemployed | Rural | College | 1,673,503,200 |
3 | Yes | No | Low Speed | Phone_Support | Month-to-month | <80hrs | Disabled | 757f2e50-5d6a-428e-9529-83bd24797044 | no_churn | 0.545418 | 0 | no_churn | 0.092785 | -0.007137 | -0.063476 | -0.05454 | 0.017816 | 0.086842 | 0.03119 | -0.032787 | Male | 71 | No | Yes | Unemployed | Suburban | College | 1,673,503,200 |
63 | Yes | Yes | Fiber optic | Expired | One year | 100hrs+ | Active | ac4b1ff3-386f-4829-9fe1-4da58f5fe5dc | no_churn | 0.19384 | 1 | churn | -0.22664 | -0.002795 | 0.016511 | 0.033996 | 0.026659 | -0.092171 | -0.022413 | 0.032827 | Female | 42 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,503,200 |
42 | Yes | Yes | High Speed | Phone_Support | Month-to-month | <80hrs | Active | 8d73d954-3a30-4f32-ab1b-04c968f607b2 | no_churn | 0.027958 | 0 | no_churn | 0.027316 | -0.000646 | 0.092841 | 0.028532 | 0.109344 | 0.132556 | 0.153135 | 0.057895 | Female | 77 | No | Yes | Employed | Suburban | College | 1,673,503,200 |
6 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | a9beba24-3510-4c61-a846-9abf67401151 | no_churn | 0.160563 | 0 | no_churn | 0.05098 | -0.006939 | -0.035259 | -0.105444 | -0.015021 | 0.063132 | 0.080094 | -0.047237 | Male | 49 | No | Yes | Employed | Suburban | College | 1,673,503,200 |
19 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | d2a4ff31-8fd8-4541-944e-41f28c87be14 | no_churn | 0.009306 | 0 | no_churn | -0.067372 | -0.008148 | -0.053597 | -0.080261 | -0.064838 | 0.020157 | 0.01219 | -0.027157 | Female | 71 | Yes | Yes | Medical Leave | Urban | High School or Below | 1,673,503,200 |
2 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 44530cf4-8003-4155-840c-8f27122201ad | no_churn | 0.115046 | 1 | churn | 0.243484 | -0.009772 | -0.038376 | -0.001531 | 0.01347 | 0.109201 | 0.07704 | -0.040642 | Female | 65 | Yes | Yes | Disabled | Suburban | Master | 1,673,503,200 |
68 | No | No phone service | High Speed | Expired | Month-to-month | <80hrs | Active | 9a5a300d-8aff-4dfc-99aa-bf320f2fe2bc | no_churn | 0.014027 | 0 | no_churn | -0.070672 | 0.10935 | 0.062583 | 0.017186 | 0.00861 | 0.116248 | 0.02757 | 0.010098 | Female | 63 | No | Yes | Employed | Suburban | Master | 1,673,503,200 |
9 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | <80hrs | Disabled | 6b21b9af-57c2-4381-90a8-03ed66d73981 | no_churn | 0.603586 | 1 | churn | 0.130989 | -0.004774 | -0.010465 | 0.133858 | 0.01913 | 0.127972 | 0.094653 | -0.040208 | Female | 21 | No | No | Employed | Suburban | Bachelor | 1,673,503,200 |
17 | Yes | No | Medium Speed | Expired | One year | 100hrs+ | Disabled | 93d596a2-2c3c-4953-ab50-56d25cd34c18 | no_churn | 0.038392 | 0 | no_churn | -0.012273 | -0.005976 | -0.028629 | -0.076346 | -0.023752 | -0.085417 | 0.030512 | -0.027145 | Male | 39 | Yes | No | Unemployed | Urban | College | 1,673,503,200 |
72 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 5b5a88a0-ef86-4fe4-af72-53dfd4636339 | no_churn | 0.034373 | 0 | no_churn | -0.089585 | -0.001925 | 0.099771 | 0.041187 | 0.057441 | 0.129126 | 0.13011 | 0.111111 | Female | 32 | Yes | Yes | Employed | Suburban | College | 1,673,503,200 |
6 | Yes | Yes | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | fb89f016-ea2b-4a1d-ba48-4fc7d12e4b4a | no_churn | 0.386986 | 0 | no_churn | 0.008519 | -0.006727 | -0.015222 | -0.138501 | -0.019822 | 0.067072 | 0.034453 | -0.042797 | Female | 39 | No | Yes | Unemployed | Suburban | High School or Below | 1,673,503,200 |
39 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 6058aff2-a1e2-4636-ba8c-71c923b9fb43 | no_churn | 0.045157 | 0 | no_churn | 0.058678 | 0.103457 | 0.045466 | -0.001084 | 0.00766 | 0.139138 | -0.042902 | 0.035562 | Female | 41 | No | No | Unemployed | Rural | Bachelor | 1,673,503,200 |
36 | Yes | No | Fiber optic | Expired | Month-to-month | <80hrs | Active | b89994f0-719b-40e1-b2f5-ccba137f6d37 | no_churn | 0.342833 | 1 | churn | 0.020882 | 0.001189 | 0.027513 | 0.197652 | 0.126636 | 0.085198 | 0.132344 | 0.01956 | Female | 31 | Yes | Yes | Unemployed | Rural | College | 1,673,503,200 |
1 | Yes | No | Medium Speed | Phone_Support | Month-to-month | <80hrs | Disabled | 85ed6e99-c78e-4a26-8834-9f02c5f417c0 | no_churn | 0.288461 | 0 | no_churn | 0.208038 | -0.004874 | -0.043236 | -0.136474 | 0.006101 | 0.116469 | 0.097641 | -0.052381 | Male | 75 | Yes | Yes | Unemployed | Urban | High School or Below | 1,673,503,200 |
2 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 573f5f50-3bf5-4022-940a-66b4d8b74163 | churn | 0.186111 | 0 | no_churn | 0.20585 | -0.012621 | -0.086967 | -0.047225 | -0.029897 | 0.08273 | 0.045627 | -0.030551 | Male | 72 | Yes | Yes | Employed | Rural | High School or Below | 1,673,503,200 |
1 | Yes | No | High Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | 30d1f158-b841-4f79-a688-760393328bab | no_churn | 0.305014 | 0 | no_churn | 0.263506 | -0.009693 | -0.025628 | -0.025964 | 0.094741 | 0.134205 | 0.082925 | -0.049345 | Male | 47 | Yes | No | Retired | Suburban | College | 1,673,503,200 |
31 | Yes | Yes | Fiber optic | Expired | Month-to-month | <80hrs | Disabled | 3e06cebe-f14e-485d-b1ce-6343f9b0b4a4 | no_churn | 0.49362 | 0 | no_churn | -0.079202 | -0.006484 | 0.025098 | 0.107026 | -0.033403 | 0.084305 | 0.059108 | -0.061473 | Female | 63 | No | Yes | Employed | Suburban | High School or Below | 1,673,503,200 |
18 | Yes | No | Medium Speed | Expired | Month-to-month | <80hrs | Disabled | d77f5d5b-858d-48db-808d-872c470a8eb6 | no_churn | 0.073332 | 0 | no_churn | -0.023426 | -0.003548 | -0.035693 | -0.003245 | -0.001192 | 0.065778 | 0.106564 | -0.054264 | Female | 77 | No | Yes | Employed | Rural | College | 1,673,503,200 |
72 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | a4d177a7-65d6-4ab1-be41-911e62e5231a | no_churn | 0.001981 | 0 | no_churn | -0.143113 | -0.015326 | 0.011341 | -0.055836 | -0.046606 | 0.042361 | 0.03909 | -0.035938 | Male | 40 | No | No | Employed | Urban | High School or Below | 1,673,503,200 |
1 | No | No phone service | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | 976b2f3e-86dc-46f2-9a9d-a2a12bfb15f5 | no_churn | 0.852202 | 1 | churn | 0.157231 | 0.02885 | 0.001696 | -0.097577 | -0.059036 | 0.117902 | 0.036329 | -0.038223 | Male | 61 | No | Yes | Employed | Suburban | Bachelor | 1,673,503,200 |
6 | Yes | No | High Speed | In_Store_Support | Month-to-month | <80hrs | Disabled | 022bca7a-009c-48c8-8b02-54e9e776f662 | no_churn | 0.103797 | 0 | no_churn | 0.034854 | -0.00568 | -0.023484 | -0.061902 | -0.062885 | 0.064996 | 0.014804 | -0.016894 | Female | 62 | Yes | No | Employed | Suburban | High School or Below | 1,673,503,200 |
64 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 1d460047-46c7-4b4e-a205-8fb76f31aeed | churn | 0.01776 | 0 | no_churn | -0.059908 | -0.00293 | -0.019197 | 0.000804 | -0.010538 | 0.047222 | -0.000622 | -0.003857 | Male | 51 | No | No | Unemployed | Urban | High School or Below | 1,673,503,200 |
1 | Yes | No | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | 85d3257c-99c5-462e-aa14-06448da28c4b | no_churn | 0.876743 | 1 | churn | 0.29497 | -0.006309 | -0.047054 | 0.072626 | 0.083062 | 0.143915 | 0.0078 | -0.012272 | Female | 39 | Yes | Yes | Unemployed | Rural | High School or Below | 1,673,503,200 |
10 | Yes | No | High Speed | Phone_Support | Month-to-month | 100hrs+ | Disabled | 90efe12e-f886-432e-8ff7-be71cd8375f2 | no_churn | 0.125389 | 0 | no_churn | 0.03806 | -0.008465 | 0.001073 | -0.034675 | 0.07005 | 0.084868 | 0.110599 | -0.070535 | Male | 36 | No | No | Employed | Suburban | High School or Below | 1,673,503,200 |
7 | No | No phone service | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | c001f318-9365-407a-84f7-c11c0bea7213 | no_churn | 0.012767 | 0 | no_churn | -0.087787 | 0.004237 | -0.011053 | -0.078 | -0.028465 | 0.07329 | 0.023658 | -0.034907 | Female | 27 | No | No | Employed | Suburban | High School or Below | 1,673,503,200 |
8 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Active | 11a8e168-29ac-4154-8096-2aad73709944 | no_churn | 0.641078 | 1 | churn | 0.125456 | -0.002464 | -0.039468 | 0.031966 | 0.188212 | 0.128618 | 0.143264 | 0.125391 | Female | 58 | No | Yes | Employed | Suburban | College | 1,673,503,200 |
22 | Yes | No | Fiber optic | Expired | Month-to-month | <80hrs | Disabled | 621da0a1-6b9c-447e-ba01-d272b73591a3 | no_churn | 0.234469 | 0 | no_churn | -0.148392 | -0.007482 | -0.091551 | 0.071372 | 0.027723 | 0.035279 | -0.004877 | -0.003385 | Female | 74 | Yes | No | Employed | Suburban | College | 1,673,503,200 |
1 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 30f818c5-cd86-4641-b672-452b65b1d5ae | no_churn | 0.260078 | 0 | no_churn | 0.319408 | -0.009477 | -0.014906 | -0.012672 | -0.02531 | 0.124034 | 0.101035 | -0.045251 | Female | 22 | No | No | Employed | Suburban | Master | 1,673,503,200 |
63 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | 883ee317-712d-423f-a9d4-545c2c2865a8 | no_churn | 0.009349 | 0 | no_churn | -0.128131 | -0.017459 | -0.036286 | -0.034306 | -0.069053 | 0.027488 | 0.014336 | -0.015615 | Female | 73 | No | Yes | Employed | Urban | High School or Below | 1,673,503,200 |
70 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | 424593ff-7a1d-4526-92d8-71757bab519d | no_churn | 0.088859 | 0 | no_churn | -0.021917 | -0.003749 | 0.091175 | 0.087804 | 0.029949 | 0.081802 | 0.101683 | 0.095727 | Female | 34 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,503,200 |
2 | Yes | No | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | d16f0bd5-bb91-4406-b84c-a9e43d59d730 | no_churn | 0.084234 | 0 | no_churn | 0.20585 | -0.012621 | -0.086967 | -0.047225 | -0.029897 | 0.08273 | 0.045627 | -0.030551 | Male | 76 | No | No | Disabled | Suburban | Master | 1,673,503,200 |
2 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Disabled | 69018abf-dccc-4252-9245-7d95ad7d71a2 | no_churn | 0.186111 | 0 | no_churn | 0.140794 | -0.01734 | -0.099062 | -0.081078 | -0.071816 | 0.059582 | -0.029687 | -0.009744 | Female | 50 | No | No | Employed | Suburban | High School or Below | 1,673,503,200 |
28 | Yes | No | Fiber optic | Expired | One year | 100hrs+ | Disabled | 136aa6c7-0e84-498d-ac3f-1d4f78be4fb9 | no_churn | 0.113775 | 0 | no_churn | -0.097689 | -0.002069 | -0.035063 | 0.056281 | 0.038072 | -0.040867 | 0.056039 | -0.047064 | Female | 74 | Yes | Yes | Employed | Suburban | Bachelor | 1,673,503,200 |
34 | Yes | No | Low Speed | Expired | Month-to-month | <80hrs | Disabled | 189bdfe9-7ecc-4e8a-a68e-f1faf9977f62 | no_churn | 0.059403 | 0 | no_churn | -0.053415 | -0.005415 | -0.074816 | -0.073006 | -0.05665 | 0.04201 | 0.021409 | -0.019143 | Female | 64 | No | Yes | Unemployed | Urban | Bachelor | 1,673,503,200 |
25 | Yes | No | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | aef5b7a9-11cc-4c15-aa01-aa561efd4126 | no_churn | 0.026205 | 0 | no_churn | -0.090275 | -0.010403 | -0.058197 | -0.033612 | -0.072488 | 0.020634 | 0.004387 | -0.019073 | Male | 35 | Yes | No | Disabled | Suburban | College | 1,673,503,200 |
2 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | 7dd5a32f-f5d8-48ef-863a-58b3bca7aba4 | no_churn | 0.179194 | 0 | no_churn | 0.243484 | -0.009772 | -0.038376 | -0.001531 | 0.01347 | 0.109201 | 0.07704 | -0.040642 | Male | 29 | Yes | No | Unemployed | Suburban | Master | 1,673,503,200 |
56 | Yes | Yes | High Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 66fe75d1-ae45-47ae-a2e7-b67b4e5d08ad | no_churn | 0.010555 | 0 | no_churn | -0.076475 | -0.007025 | 0.010508 | -0.011165 | -0.094714 | 0.016333 | -0.001643 | -0.024845 | Male | 65 | Yes | No | Employed | Suburban | High School or Below | 1,673,503,200 |
11 | Yes | No | High Speed | Expired | Month-to-month | 0hrs | Disabled | 763641f8-24d3-4002-a906-9c08057e3bc8 | no_churn | 0.088052 | 0 | no_churn | 0.055938 | -0.007045 | -0.013646 | -0.086239 | -0.068833 | 0.06182 | -0.012143 | -0.007973 | Female | 42 | Yes | No | Unemployed | Suburban | High School or Below | 1,673,503,200 |
1 | No | No phone service | Medium Speed | Web_Chat_Support | Month-to-month | <80hrs | Disabled | f1d49a2a-8cbb-42cf-a6fe-3427387f7503 | no_churn | 0.852202 | 1 | churn | 0.236459 | 0.029573 | 0.001545 | -0.151486 | -0.011499 | 0.129964 | 0.077135 | -0.039558 | Male | 34 | No | No | Employed | Rural | Bachelor | 1,673,503,200 |
72 | Yes | Yes | High Speed | Expired | Month-to-month | 100hrs+ | Disabled | c8cb32bf-7836-4cf7-a159-5d8df5810c27 | no_churn | 0.001919 | 0 | no_churn | -0.143113 | -0.015326 | 0.011341 | -0.055836 | -0.046606 | 0.042361 | 0.03909 | -0.035938 | Female | 34 | No | No | Medical Leave | Suburban | Bachelor | 1,673,503,200 |
1 | Yes | No | Fiber optic | Expired | Month-to-month | <80hrs | Disabled | 2c939025-6283-4e32-b203-e95f54952fb3 | no_churn | 0.681721 | 0 | no_churn | 0.188002 | -0.007216 | -0.032812 | 0.067995 | -0.06047 | 0.09121 | 0.09468 | -0.040383 | Female | 51 | Yes | No | Retired | Suburban | Bachelor | 1,673,503,200 |
9 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | 3c450061-6f2a-4815-a69c-bd5ddb6666e0 | no_churn | 0.603586 | 1 | churn | 0.144358 | -0.004246 | -0.028303 | 0.107542 | 0.114969 | 0.094943 | -0.043972 | 0.031682 | Male | 27 | No | No | Retired | Rural | Bachelor | 1,673,503,200 |
3 | Yes | No | Low Speed | Expired | Month-to-month | 100hrs+ | Disabled | e1e27688-8c5c-4b6d-989f-d385893275bb | no_churn | 0.222642 | 1 | churn | 0.124996 | -0.007543 | -0.046483 | -0.029701 | -0.033623 | 0.082641 | 0.045263 | -0.043736 | Female | 65 | No | Yes | Employed | Urban | College | 1,673,503,200 |
71 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | 07b8c80e-1336-4f96-8ac4-1b1c0a2811cf | no_churn | 0.009715 | 0 | no_churn | -0.190704 | -0.009272 | 0.039362 | 0.07267 | 0.016598 | 0.061219 | 0.082927 | -0.057825 | Female | 38 | Yes | Yes | Employed | Suburban | College | 1,673,503,200 |
17 | Yes | No | Fiber optic | Expired | Month-to-month | <80hrs | Disabled | 8401ed1f-7a31-4296-b013-f3945e52e044 | no_churn | 0.57167 | 1 | churn | 0.063912 | -0.005336 | -0.011302 | 0.097985 | 0.001301 | 0.09018 | -0.025298 | 0.010894 | Male | 28 | Yes | Yes | Employed | Suburban | College | 1,673,503,200 |
36 | Yes | No | Medium Speed | Expired | Month-to-month | 100hrs+ | Disabled | 9c4ae705-ec17-4c1e-9f9a-1a756b11eb9f | no_churn | 0.0245 | 0 | no_churn | -0.082486 | -0.011664 | -0.018808 | -0.067322 | -0.087254 | 0.036205 | 0.007127 | -0.017325 | Male | 68 | No | No | Employed | Suburban | Bachelor | 1,673,503,200 |
7 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 0hrs | Disabled | 88e96d16-7af5-4715-90ba-67fe17707f60 | churn | 0.432498 | 1 | churn | 0.115651 | -0.000912 | 0.048365 | 0.198538 | 0.018537 | 0.139979 | -0.00761 | -0.033888 | Female | 58 | No | No | Employed | Rural | High School or Below | 1,673,503,200 |
64 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 4df84c01-2fd8-405d-9516-1cbd7f4b006d | no_churn | 0.01776 | 0 | no_churn | -0.059908 | -0.00293 | -0.019197 | 0.000804 | -0.010538 | 0.047222 | -0.000622 | -0.003857 | Male | 42 | No | Yes | Unemployed | Urban | Bachelor | 1,673,503,200 |
23 | Yes | Yes | Fiber optic | Expired | Month-to-month | 100hrs+ | Active | f2b708e8-e389-490c-87dc-06c784109646 | no_churn | 0.503454 | 0 | no_churn | -0.034334 | -0.002516 | 0.111929 | 0.113801 | 0.080366 | 0.074826 | 0.019247 | 0.057655 | Female | 68 | No | Yes | Employed | Suburban | College | 1,673,503,200 |
63 | Yes | Yes | Fiber optic | Web_Chat_Support | Month-to-month | 100hrs+ | Active | d6962788-f448-4fa9-9b94-4b7ac3191e90 | no_churn | 0.19384 | 1 | churn | -0.270389 | -0.003691 | 0.033851 | -0.071571 | 0.013133 | 0.043695 | -0.001183 | -0.012872 | Male | 68 | No | Yes | Employed | Rural | College | 1,673,503,200 |
52 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | 43a819a0-38ca-4905-87f6-c5c8af8f1a31 | no_churn | 0.21391 | 0 | no_churn | -0.106604 | -0.006753 | -0.024489 | -0.057892 | -0.134335 | 0.0296 | 0.016029 | 0.025418 | Female | 39 | No | Yes | Unemployed | Suburban | Master | 1,673,503,200 |
3 | Yes | Yes | Medium Speed | Expired | Month-to-month | <80hrs | Disabled | 5465c842-8cd3-49ea-bcb0-7179b829e6d1 | no_churn | 0.507173 | 0 | no_churn | 0.097717 | -0.007124 | -0.00743 | -0.135349 | -0.063594 | 0.079357 | 0.064223 | -0.042382 | Female | 48 | No | Yes | Retired | Suburban | College | 1,673,503,200 |
16 | Yes | No | Low Speed | In_Store_Support | Month-to-month | 100hrs+ | Disabled | 4ff65710-ef23-4819-ba71-6b2e7e290a55 | churn | 0.358791 | 1 | churn | 0.077818 | -0.005432 | 0.000418 | 0.000969 | -0.071399 | 0.083648 | 0.017214 | -0.023416 | Female | 68 | No | No | Employed | Urban | High School or Below | 1,673,503,200 |
1 | Yes | No | Fiber optic | Expired | Month-to-month | 100hrs+ | Disabled | b4f68c93-6be7-4e93-aed0-43e246606b76 | no_churn | 0.681721 | 0 | no_churn | 0.120027 | -0.009969 | -0.066587 | 0.050894 | -0.088597 | 0.066058 | -0.016651 | -0.011571 | Female | 71 | Yes | Yes | Employed | Rural | College | 1,673,503,200 |
9 | Yes | No | Low Speed | Web_Chat_Support | Month-to-month | 100hrs+ | Disabled | 8676e524-8e9e-47e8-a7dd-a468b4ce9fa0 | no_churn | 0.24116 | 1 | churn | 0.011411 | -0.007501 | -0.066988 | -0.015236 | 0.054214 | 0.081624 | 0.089165 | -0.058377 | Male | 59 | No | No | Employed | Suburban | College | 1,673,503,200 |
15 | Yes | No | High Speed | Expired | Month-to-month | <80hrs | Active | 980d1cf0-a7b3-44ff-a6cc-eb20381b4890 | no_churn | 0.473349 | 1 | churn | 0.026528 | -0.013658 | -0.024595 | -0.094159 | -0.073425 | 0.051946 | -0.036394 | 0.034732 | Female | 74 | No | Yes | Employed | Urban | High School or Below | 1,673,503,200 |